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Fed Pract
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gaming
gambling
compulsive behaviors
ammunition
assault rifle
black jack
Boko Haram
bondage
child abuse
cocaine
Daech
drug paraphernalia
explosion
gun
human trafficking
ISIL
ISIS
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Islamic state
mixed martial arts
MMA
molestation
national rifle association
NRA
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pedophilia
poker
porn
pornography
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recreational drug
sex slave rings
slot machine
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Texas hold 'em
UFC
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bunges
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butt
butt fuck
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buttfucked
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cock sucker
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A peer-reviewed clinical journal serving healthcare professionals working with the Department of Veterans Affairs, the Department of Defense, and the Public Health Service.

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My Kidney Is Fine, Can’t You Cystatin C?

Article Type
Changed
Sat, 02/03/2024 - 22:34

Clinicians usually measure renal function by using surrogate markers because directly measuring glomerular filtration rate (GFR) is not routinely feasible in a clinical setting.1,2 Creatinine (Cr) and cystatin C (CysC) are the 2 main surrogate molecules used to estimate GFR.3

Creatine is a molecule nonenzymatically converted into Cr, weighing only 113 Da in skeletal muscles.4 It is then filtered at the glomeruli and secreted at the proximal tubules of the kidneys. However, serum Cr (sCr) levels are affected by several factors, including age, biological sex, liver function, diet, and muscle mass.5 Historically, sCr levels also are affected by race.5 In an early study of factors affecting accurate GFR, researchers reported that self-identified African American patients had a 16% higher GFR than those who did not when using Cr.6 Despite this, the inclusion of Cr on a basic metabolic panel has allowed automatic reporting of an estimated GFR using sCr (eGFRCr) to be readily available.7

table

In comparison to Cr, CysC is an endogenous protein weighing 13 kDa produced by all nucleated cells.8,9 CysC is filtered by the kidney at the glomeruli and completely reabsorbed and catabolized by epithelial cells at the proximal tubule.9 Since production is not dependent on skeletal muscle, there are fewer physiological impacts on serum concentration of CysC. Levels of CysC may be elevated by factors shown in the Table.

Estimating Glomerular Filtration Rates

Multiple equations were developed to mitigate the impact of extraneous factors on the accuracy of an eGFRCr. The first widely used equation that included a variable adjustment for race was the Modification of Diet in Renal Disease study, presented in 2006.10 The equation increased the accuracy of eGFRCr further by adjusting for sex and age. It was followed by the Chronic Kidney Disease Epidemiology Collaboration (CKD-EPI) equation in 2009, which was more accurate at higher GFR levels.11

CysC was simultaneously studied as an alternative to Cr with multiple equation iterations shown to be viable in various populations as early as 2003.12-15 However, it was not until 2012 that an equation for the use of CysC was offered for widespread use as an alternative to Cr alongside further refinement of the CKD-EPI equation for Cr.16 A new formula was presented in 2021 to use both sCr and serum CysC levels to obtain a more accurate estimation of GFR.17 Research continues its effort to accurately estimate GFR for diagnosing kidney disease and assessing comorbidities relating to decreased kidney function.3

All historical equations attempted to mitigate the potential impact of race on sCr level when calculating eGFRCrby assigning a separate variable for African American patients. As an unintended adverse effect, these equations may have led to discrimination by having a different equation for African American patients.18 Moreover, these Cr-based equations remain less accurate in patients with varied muscle mass, such as older patients, bodybuilders, athletes, and individuals with varied extremes of daily protein intake.1,8,9,19Several medications can also directly affect Cr clearance, reducing its ability to act as a surrogate for kidney function.1In this case report, we discuss an African American patient with high muscle mass and protein intake who was initially diagnosed with kidney disease based on an elevated Cr and found to be misdiagnosed based on the use of CysC for a more accurate GFR estimation.

 

 

Case Presentation

figure

A 35-year-old African American man serving in the military and recently diagnosed with HIV was referred to a nephrology clinic for further evaluation of an acute elevation in sCr. Before treatment for HIV, a brief record review showed a baseline Cr of about 1.3 mg/dL, with an eGFRCr of 75 mL/min/1.73 m2.20 In the same month, the patient was prescribed bictegravir/emtricitabine/tenofovir alafenamide, an HIV drug with nephrotoxic potential.21 The patient's total viral load remained low, and CD4 count remained > 500 after initiation of the HIV treatment. He was in his normal state of health and had no known contributory history before his HIV diagnosis. Cr readings peaked at 1.83 mg/dL after starting the HIV treatment and remained elevated to 1.73 mg/dL over the next few months, corresponding to CKD stage 3A. Because bictegravir/emtricitabine/tenofovir alafenamide is cleared by the kidneys and has a nephrotoxic profile, the clinical care team considered dosage adjustment or a medication switch given his observed elevated eGFRCr based on the CKD-EPI 2021 equation for Cr alone. It was also noted that the patient had a similar Cr spike to 1.83 mg/dL in 2018 without any identifiable renal insult or symptoms (Figure).

Diagnostic Evaluation

The primary care team ordered a renal ultrasound and referred the patient to the nephrology clinic. The nephrologist ordered the following laboratory studies: urine microalbumin to Cr ratio, basic metabolic panel (BMP), comprehensive metabolic panel (CMP), urinalysis, urine protein, urine Cr, parathyroid hormone level, hemoglobin A1c, complement component 3/4 panels, antinuclear and antineutrophil cytoplasmic antibodies titers, glomerular basement membrane antibody titer, urine light chains, serum protein electrophoresis, κ/λ ratio, viral hepatitis panel, and rapid plasma reagin testing. Much of this laboratory evaluation served to rule out any secondary causes of kidney disease, including autoimmune disease, monoclonal or polyclonal gammopathies, diabetic nephropathy or glomerulosclerosis, and nephrotic or nephritic syndromes.

All laboratory studies returned within normal limits; no proteinuria was discovered on urinalysis, and no abnormalities were visualized on renal ultrasound. Bictegravir/emtricitabine/tenofovir alafenamide nephrotoxicity was highest among the differential diagnoses due to the timing of Cr elevation coinciding with the initiation of the medications. The patient's CysC level was 0.85 mg/dL with a calculated eGFRCys of 125 mL/min/1.73 m2. The calculated sCR and serum cystatin C (eGFRCr-Cys) using the new 2021 equation and when adjusting for body surface area placed his eGFR at 92 mL/min/1.73 m2.20

The patient’s eGFRCysreassured the care team that the patient’s renal function was not acutely or chronically impacted by bictegravir/emtricitabine/tenofovir alafenamide, resulting in avoidance of unnecessary dosage adjustment or discontinuation of the HIV treatment. The patient reported a chronic habit of protein and creatine supplementation and bodybuilding, which likely further compounded the discrepancy between eGFRCr and eGFRCys and explained his previous elevation in Cr in 2018.

Follow-up

The patient underwent serial monitoring that revealed a stable Cr and unremarkable eGFR, ruling out CKD. There has been no evidence of worsening kidney disease to date, and the patient remained on his initial HIV regimen.

 

 

Discussion

This case shows the importance of using CysC as an alternative or confirmatory marker compared with sCr to estimate GFR in patients with high muscle mass and/or high creatine intake, such as many in the US Department of Defense (DoD) and US Department of Veterans Affairs (VA) patient populations. In the presented case, recorded Cr levels climbed from baseline Cr with the initiation of bictegravir/emtricitabine/tenofovir alafenamide. This raised the concern that HIV treatment was leading to the development of kidney damage.22

Diagnosis of kidney disease as opposed to the normal decline of eGFR with age in individuals without intrinsic CKD requires GFR ≥ 60 mL/min/1.73 m2 with kidney damage (proteinuria or radiological abnormalities, etc) or GFR < 135 to 140 mL/min/1.73 m2minus the patient’s age in years.23 The patient’s Cr peak at 1.83 mg/dL in 2018 led to an inappropriate diagnosis of kidney disease stage 3a based on an eGFRCr (2021 equation) of 52 mL/min/1.73 m2 when not corrected for body surface area.20 However, using the new 2021 equation using both Cr and CysC, the patient’s eGFRCr-Cyswas 92 mL/min/1.73 m2 after a correction for body surface area.

The 2009 CKD-EPI recommended the calculation of eGFR based on SCr concentration using age, sex, and race while the 2021 CKD-EPI recommended the exclusion of race.3 Both equations are less accurate in African American patients, individuals taking medications that interfere with Cr secretion and assay, and patients taking creatine supplements, high daily protein intake, or with high muscle mass.7 These settings result in a decreased eGFRCr without corresponding eGFRCys changes. Using SCr and CysC together, the eGFRCr-Cys yields improved concordance to measured GFR across race groups compared to GFR estimation based on Cr alone, which can avoid unnecessary expensive diagnostic workup, inappropriate kidney disease diagnosis, incorrect dosing of drugs, and accurately represent the military readiness of patients. Interestingly, in African American patients with recently diagnosed HIV, CKD-EPI using both Cr and CysC without race inclusion led to only a 2.9% overestimation of GFR and was the only equation with no statistically significant bias compared with measured GFR.24

A March 2023 case involving an otherwise healthy 26-year-old male active-duty US Navy member with a history of excessive protein supplement intake and intense exercise < 24 hours before laboratory work was diagnosed with CKD after a measured Cr of 16 mg/dL and an eGFRCr of 4 mL/min/1.73 m2 without any other evidence of kidney disease. His CysC remained within normal limits, resulting in a normal eGFRCys of 121 mL/min/1.73 m2, indicating no CKD. His Cr and eGFR recovered 10 days after his clinic visit and cessation of his supplement intake. These findings may not be uncommon given that 65% of active-duty military use protein supplements and 38% use other performance-enhancing supplements, such as creatine, according to a study.25

Unfortunately, the BMP/CMP traditionally used at VA centers use the eGFRCr equation, and it is unknown how many primary care practitioners recognize the limitations of these metabolic panels on accurate estimation of kidney function. However, in 2022 an expert panel including VA physicians recommended the immediate use of eGFRCr-Cys or eGFRCys for confirmatory testing and potentially screening of CKD.26 A small number of VAs have since adopted this recommendation, which should lead to fewer misdiagnoses among US military members as clinicians should now have access to more accurate measurements of GFR.

The VA spends about $18 billion (excluding dialysis) for care for 1.1 to 2.5 million VA patients with CKD.27 The majority of these diagnoses were undoubtedly made using the eGFRCr equation, raising the question of how many may be misdiagnosed. Assessment with CysC is currently relatively expensive, but it will likely become more affordable as the use of CysC as a confirmatory test increases.5 The cost of a sCr test is about $2.50, while CysC costs about $10.60, with variation from laboratory to laboratory.28 By comparison, a renal ultrasound costs $99 to $140 for uninsured patients.29 Furthermore, the cost of CysC testing is likely to trend downward as more facilities adopt the use of CysC measurements, which can be run on the same analytical equipment currently used for Cr measurements. Currently, most laboratories do not have established assays to use in-house and thus require CysC to be sent out to a laboratory, which increases result time and makes Cr a more attractive option. As more laboratories adopt assays for CysC, the cost of reagents will further decrease.

Given such considerations, confirmation testing of kidney function with CysC in specific patient populations with decreased eGFRCr without other features of CKD can offer great medical and financial benefits. A 2023 KDIGO report noted that many individuals may be mistakenly diagnosed with CKD when using eGFRCr.3 KDIGO noted that a 2013 meta-analysis of 90,000 individuals found that with a Cr-based eGFR of 45 to 59 mL/min/1.73 m2 (42%) had a CysC-based eGFR of ≥ 60 mL/min/1.73 m2. An eGFRCr of 45 to 59 represents 54% of all patients with CKD, amounting to millions of people (including current and former military personnel).3,29-31 Correcting a misdiagnosis of CKD would bring significant relief to patients and save millions in health care spending.

Conclusions

In patients who meet CKD criteria using eGFRCr but without other features of CKD, we recommend using confirmatory CysC levels and the eGFRCr-Cys equation. This will align care with the KDIGO guidelines and could be a cost-effective step toward improving military patient care. Further work in this area should focus on determining the knowledge gaps in primary care practitioners’ understanding of the limits of eGFRCr, the potential mitigation of concomitant CysC testing in equivocal CKD cases, and the cost-effectiveness and increased utilization of CysC.

References

1. Gabriel R. Time to scrap creatinine clearance? Br Med J (Clin Res Ed). 1986;293(6555):1119-1120. doi:10.1136/bmj.293.6555.1119

2. Swan SK. The search continues—an ideal marker of GFR. Clin Chem. 1997;43(6):913-914.doi:10.1093/clinchem/43.6.913 3. KDIGO 2012 clinical practice guideline for the evaluation and management of chronic kidney disease. Kidney Int Suppl. 2013;3(1).

4. Wyss M, Kaddurah-Daouk R. Creatine and creatinine metabolism. Physiol Rev. 2000;80(3):1107-1213. doi:10.1152/physrev.2000.80.3.1107

5. Ferguson TW, Komenda P, Tangri N. Cystatin C as a biomarker for estimating glomerular filtration rate. Curr Opin Nephrol Hypertens. 2015;24(3):295-300. doi:10.1097/mnh.0000000000000115

6. Levey AS, Titan SM, Powe NR, Coresh J, Inker LA. Kidney disease, race, and GFR estimation. Clin J Am Soc Nephrol. 2020;15(8):1203-1212. doi:10.2215/cjn.12791019

7. Shlipak MG, Tummalapalli SL, Boulware LE, et al; Conference Participants. The case for early identification and intervention of chronic kidney disease: conclusions from a Kidney Disease: Improving Global Outcomes (KDIGO) controversies conference. Kidney Int. 2021;99(1):34-47. doi:10.1016/j.kint.2020.10.012

8. O’Riordan SE, Webb MC, Stowe HJ, et al. Cystatin C improves the detection of mild renal dysfunction in older patients. Ann Clin Biochem. 2003;40(pt 6):648-655. doi:10.1258/000456303770367243

9. Stevens LA, Schmid CH, Greene T, et al. Factors other than glomerular filtration rate affect serum cystatin C levels. Kidney Int. 2009;75(6):652-660. doi:10.1038/ki.2008.638

10. Levey AS, Coresh J, Greene T, et al; Chronic Kidney Disease Epidemiology Collaboration. Using standardized serum creatinine values in the modification of diet in renal disease study equation for estimating glomerular filtration rate. Ann Intern Med. 2006;145(4):247-254. doi:10.7326/0003-4819-145-4-200608150-00004

11. Levey AS, Stevens LA, Schmid CH, et al; Chronic Kidney Disease Epidemiology Collaboration. A new equation to estimate glomerular filtration rate. Ann Intern Med. 2009;150(9):604-612. doi:10.7326/0003-4819-150-9-200905050-00006

12. Pöge U, Gerhardt T, Stoffel-Wagner B, Klehr HU, Sauerbruch T, Woitas RP. Calculation of glomerular filtration rate based on cystatin C in cirrhotic patients. Nephrol Dial Transplant. 2006;21(3):660-664. doi:10.1093/ndt/gfi305

13. Larsson A, Malm J, Grubb A, Hansson LO. Calculation of glomerular filtration rate expressed in mL/min from plasma cystatin C values in mg/L. Scand J Clin Lab Invest. 2004;64(1):25-30. doi:10.1080/00365510410003723.

14. Macisaac RJ, Tsalamandris C, Thomas MC, et al. Estimating glomerular filtration rate in diabetes: a comparison of cystatin-C- and creatinine-based methods. Diabetologia. 2006;49(7):1686-1689. doi:10.1007/s00125-006-0275-7

15. Rule AD, Bergstralh EJ, Slezak JM, Bergert J, Larson TS. Glomerular filtration rate estimated by cystatin C among different clinical presentations. Kidney Int. 2006;69(2):399-405. doi:10.1038/sj.ki.5000073

16. Inker LA, Schmid CH, Tighiouart H, et al; Chronic Kidney Disease Epidemiology Collaboration Investigators. Estimating glomerular filtration rate from serum creatinine and cystatin C. N Engl J Med. 2012;367(1):20-29. doi:10.1056/NEJMoa1114248

17. Shlipak MG, Matsushita K, Ärnlöv J, et al; CKD Prognosis Consortium. Cystatin C versus creatinine in determining risk based on kidney function. N Engl J Med. 2013;369(10):932-943. doi:10.1056/NEJMoa1214234

18. Inker LA, Eneanya ND, Coresh J, et al; Chronic Kidney Disease Epidemiology Collaboration. New creatinine- and cystatin C–Based equations to estimate GFR without race. N Engl J Med. 2021;385(19):1737-1749. doi:10.1056/NEJMoa2102953

19. Oterdoom LH, Gansevoort RT, Schouten JP, de Jong PE, Gans ROB, Bakker SJL. Urinary creatinine excretion, an indirect measure of muscle mass, is an independent predictor of cardiovascular disease and mortality in the general population. Atherosclerosis. 2009;207(2):534-540. doi.10.1016/j.atherosclerosis.2009.05.010

20. National Kidney Foundation Inc. eGFR calculator. Accessed October 20, 2023. https://www.kidney.org/professionals/kdoqi/gfr_calculator

21. Ueaphongsukkit T, Gatechompol S, Avihingsanon A, et al. Tenofovir alafenamide nephrotoxicity: a case report and literature review. AIDS Res Ther. 2021;18(1):53. doi:10.1186/s12981-021-00380-w

22. D’Agati V, Appel GB. Renal pathology of human immunodeficiency virus infection. Semin Nephrol. 1998;18(4):406-421.

23. Glassock RJ, Winearls C. Ageing and the glomerular filtration rate: truths and consequences. Trans Am Clin Climatol Assoc. 2009;120:419-428.

24. Seape T, Gounden V, van Deventer HE, Candy GP, George JA. Cystatin C- and creatinine-based equations in the assessment of renal function in HIV-positive patients prior to commencing highly active antiretroviral therapy. Ann Clin Biochem. 2016;53(pt 1):58-66. doi:10.1177/0004563215579695

25. Tobin TW, Thurlow JS, Yuan CM. A healthy active duty soldier with an elevated serum creatinine. Mil Med. 2023;188(3-4):e866-e869. doi:10.1093/milmed/usab163

26. Delgado C, Baweja M, Crews DC, et al. A unifying approach for GFR estimation: recommendations of the NKF-ASN Task Force on Reassessing the Inclusion of Race in Diagnosing Kidney Disease. Am J Kidney Dis. 2022;79(2):268-288.e1. doi:10.1053/j.ajkd.2021.08.003

27. Saran R, Pearson A, Tilea A, et al; VA-REINS Steering Committee; VA Advisory Board. Burden and cost of caring for us veterans with CKD: initial findings from the VA Renal Information System (VA-REINS). Am J Kidney Dis. 2021;77(3):397-405. doi:10.1053/j.ajkd.2020.07.013

28. Zoler ML. Nephrologists make the case for cystatin C-based eGFR. Accessed October 20, 2023. https://www.medscape.com/viewarticle/951335#vp_2

29. Versaw N. How much does an ultrasound cost? Updated February 2022. Accessed October 20, 2023. https://www.compare.com/health/healthcare-resources/how-much-does-an-ultrasound-cost

30. Levey AS, Coresh J. Chronic kidney disease. Lancet. 2012;379(9811):165-180. doi:10.1016/S0140-6736(11)60178-5

31. Shlipak MG, Matsushita K, Ärnlöv J, et al; CKD Prognosis Consortium. Cystatin C versus creatinine in determining risk based on kidney function. N Engl J Med. 2013;369(10):932-943. doi:10.1056/NEJMoa1214234

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Correspondence: Bhagwan Dass ([email protected])

aFamily Medicine Residency, Eglin Air Force Base, Florida

bDepartment of Internal Medicine, University of Florida, Gainesville

cCarl T. Hayden Veterans Affairs Medical Center, Phoenix, Arizona

Author disclosures

The authors report no actual or potential conflicts of interest or outside sources of funding with regard to this article.

Disclaimer

The opinions expressed herein are those of the authors and do not necessarily reflect those of Federal Practitioner, Frontline Medical Communications Inc., the US Government, or any of its agencies.

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Capt Alexander Beckstead, MD, USAFa; H. Reed Holmes, MDb; Capt Vi Tran, MD, USAFa; Bhagwan Dass, MDc

Correspondence: Bhagwan Dass ([email protected])

aFamily Medicine Residency, Eglin Air Force Base, Florida

bDepartment of Internal Medicine, University of Florida, Gainesville

cCarl T. Hayden Veterans Affairs Medical Center, Phoenix, Arizona

Author disclosures

The authors report no actual or potential conflicts of interest or outside sources of funding with regard to this article.

Disclaimer

The opinions expressed herein are those of the authors and do not necessarily reflect those of Federal Practitioner, Frontline Medical Communications Inc., the US Government, or any of its agencies.

Ethics and consent

Verbal and written informed consent for publication was obtained from the patient. All identifying patient information has been removed to protect patient privacy.

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Capt Alexander Beckstead, MD, USAFa; H. Reed Holmes, MDb; Capt Vi Tran, MD, USAFa; Bhagwan Dass, MDc

Correspondence: Bhagwan Dass ([email protected])

aFamily Medicine Residency, Eglin Air Force Base, Florida

bDepartment of Internal Medicine, University of Florida, Gainesville

cCarl T. Hayden Veterans Affairs Medical Center, Phoenix, Arizona

Author disclosures

The authors report no actual or potential conflicts of interest or outside sources of funding with regard to this article.

Disclaimer

The opinions expressed herein are those of the authors and do not necessarily reflect those of Federal Practitioner, Frontline Medical Communications Inc., the US Government, or any of its agencies.

Ethics and consent

Verbal and written informed consent for publication was obtained from the patient. All identifying patient information has been removed to protect patient privacy.

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Clinicians usually measure renal function by using surrogate markers because directly measuring glomerular filtration rate (GFR) is not routinely feasible in a clinical setting.1,2 Creatinine (Cr) and cystatin C (CysC) are the 2 main surrogate molecules used to estimate GFR.3

Creatine is a molecule nonenzymatically converted into Cr, weighing only 113 Da in skeletal muscles.4 It is then filtered at the glomeruli and secreted at the proximal tubules of the kidneys. However, serum Cr (sCr) levels are affected by several factors, including age, biological sex, liver function, diet, and muscle mass.5 Historically, sCr levels also are affected by race.5 In an early study of factors affecting accurate GFR, researchers reported that self-identified African American patients had a 16% higher GFR than those who did not when using Cr.6 Despite this, the inclusion of Cr on a basic metabolic panel has allowed automatic reporting of an estimated GFR using sCr (eGFRCr) to be readily available.7

table

In comparison to Cr, CysC is an endogenous protein weighing 13 kDa produced by all nucleated cells.8,9 CysC is filtered by the kidney at the glomeruli and completely reabsorbed and catabolized by epithelial cells at the proximal tubule.9 Since production is not dependent on skeletal muscle, there are fewer physiological impacts on serum concentration of CysC. Levels of CysC may be elevated by factors shown in the Table.

Estimating Glomerular Filtration Rates

Multiple equations were developed to mitigate the impact of extraneous factors on the accuracy of an eGFRCr. The first widely used equation that included a variable adjustment for race was the Modification of Diet in Renal Disease study, presented in 2006.10 The equation increased the accuracy of eGFRCr further by adjusting for sex and age. It was followed by the Chronic Kidney Disease Epidemiology Collaboration (CKD-EPI) equation in 2009, which was more accurate at higher GFR levels.11

CysC was simultaneously studied as an alternative to Cr with multiple equation iterations shown to be viable in various populations as early as 2003.12-15 However, it was not until 2012 that an equation for the use of CysC was offered for widespread use as an alternative to Cr alongside further refinement of the CKD-EPI equation for Cr.16 A new formula was presented in 2021 to use both sCr and serum CysC levels to obtain a more accurate estimation of GFR.17 Research continues its effort to accurately estimate GFR for diagnosing kidney disease and assessing comorbidities relating to decreased kidney function.3

All historical equations attempted to mitigate the potential impact of race on sCr level when calculating eGFRCrby assigning a separate variable for African American patients. As an unintended adverse effect, these equations may have led to discrimination by having a different equation for African American patients.18 Moreover, these Cr-based equations remain less accurate in patients with varied muscle mass, such as older patients, bodybuilders, athletes, and individuals with varied extremes of daily protein intake.1,8,9,19Several medications can also directly affect Cr clearance, reducing its ability to act as a surrogate for kidney function.1In this case report, we discuss an African American patient with high muscle mass and protein intake who was initially diagnosed with kidney disease based on an elevated Cr and found to be misdiagnosed based on the use of CysC for a more accurate GFR estimation.

 

 

Case Presentation

figure

A 35-year-old African American man serving in the military and recently diagnosed with HIV was referred to a nephrology clinic for further evaluation of an acute elevation in sCr. Before treatment for HIV, a brief record review showed a baseline Cr of about 1.3 mg/dL, with an eGFRCr of 75 mL/min/1.73 m2.20 In the same month, the patient was prescribed bictegravir/emtricitabine/tenofovir alafenamide, an HIV drug with nephrotoxic potential.21 The patient's total viral load remained low, and CD4 count remained > 500 after initiation of the HIV treatment. He was in his normal state of health and had no known contributory history before his HIV diagnosis. Cr readings peaked at 1.83 mg/dL after starting the HIV treatment and remained elevated to 1.73 mg/dL over the next few months, corresponding to CKD stage 3A. Because bictegravir/emtricitabine/tenofovir alafenamide is cleared by the kidneys and has a nephrotoxic profile, the clinical care team considered dosage adjustment or a medication switch given his observed elevated eGFRCr based on the CKD-EPI 2021 equation for Cr alone. It was also noted that the patient had a similar Cr spike to 1.83 mg/dL in 2018 without any identifiable renal insult or symptoms (Figure).

Diagnostic Evaluation

The primary care team ordered a renal ultrasound and referred the patient to the nephrology clinic. The nephrologist ordered the following laboratory studies: urine microalbumin to Cr ratio, basic metabolic panel (BMP), comprehensive metabolic panel (CMP), urinalysis, urine protein, urine Cr, parathyroid hormone level, hemoglobin A1c, complement component 3/4 panels, antinuclear and antineutrophil cytoplasmic antibodies titers, glomerular basement membrane antibody titer, urine light chains, serum protein electrophoresis, κ/λ ratio, viral hepatitis panel, and rapid plasma reagin testing. Much of this laboratory evaluation served to rule out any secondary causes of kidney disease, including autoimmune disease, monoclonal or polyclonal gammopathies, diabetic nephropathy or glomerulosclerosis, and nephrotic or nephritic syndromes.

All laboratory studies returned within normal limits; no proteinuria was discovered on urinalysis, and no abnormalities were visualized on renal ultrasound. Bictegravir/emtricitabine/tenofovir alafenamide nephrotoxicity was highest among the differential diagnoses due to the timing of Cr elevation coinciding with the initiation of the medications. The patient's CysC level was 0.85 mg/dL with a calculated eGFRCys of 125 mL/min/1.73 m2. The calculated sCR and serum cystatin C (eGFRCr-Cys) using the new 2021 equation and when adjusting for body surface area placed his eGFR at 92 mL/min/1.73 m2.20

The patient’s eGFRCysreassured the care team that the patient’s renal function was not acutely or chronically impacted by bictegravir/emtricitabine/tenofovir alafenamide, resulting in avoidance of unnecessary dosage adjustment or discontinuation of the HIV treatment. The patient reported a chronic habit of protein and creatine supplementation and bodybuilding, which likely further compounded the discrepancy between eGFRCr and eGFRCys and explained his previous elevation in Cr in 2018.

Follow-up

The patient underwent serial monitoring that revealed a stable Cr and unremarkable eGFR, ruling out CKD. There has been no evidence of worsening kidney disease to date, and the patient remained on his initial HIV regimen.

 

 

Discussion

This case shows the importance of using CysC as an alternative or confirmatory marker compared with sCr to estimate GFR in patients with high muscle mass and/or high creatine intake, such as many in the US Department of Defense (DoD) and US Department of Veterans Affairs (VA) patient populations. In the presented case, recorded Cr levels climbed from baseline Cr with the initiation of bictegravir/emtricitabine/tenofovir alafenamide. This raised the concern that HIV treatment was leading to the development of kidney damage.22

Diagnosis of kidney disease as opposed to the normal decline of eGFR with age in individuals without intrinsic CKD requires GFR ≥ 60 mL/min/1.73 m2 with kidney damage (proteinuria or radiological abnormalities, etc) or GFR < 135 to 140 mL/min/1.73 m2minus the patient’s age in years.23 The patient’s Cr peak at 1.83 mg/dL in 2018 led to an inappropriate diagnosis of kidney disease stage 3a based on an eGFRCr (2021 equation) of 52 mL/min/1.73 m2 when not corrected for body surface area.20 However, using the new 2021 equation using both Cr and CysC, the patient’s eGFRCr-Cyswas 92 mL/min/1.73 m2 after a correction for body surface area.

The 2009 CKD-EPI recommended the calculation of eGFR based on SCr concentration using age, sex, and race while the 2021 CKD-EPI recommended the exclusion of race.3 Both equations are less accurate in African American patients, individuals taking medications that interfere with Cr secretion and assay, and patients taking creatine supplements, high daily protein intake, or with high muscle mass.7 These settings result in a decreased eGFRCr without corresponding eGFRCys changes. Using SCr and CysC together, the eGFRCr-Cys yields improved concordance to measured GFR across race groups compared to GFR estimation based on Cr alone, which can avoid unnecessary expensive diagnostic workup, inappropriate kidney disease diagnosis, incorrect dosing of drugs, and accurately represent the military readiness of patients. Interestingly, in African American patients with recently diagnosed HIV, CKD-EPI using both Cr and CysC without race inclusion led to only a 2.9% overestimation of GFR and was the only equation with no statistically significant bias compared with measured GFR.24

A March 2023 case involving an otherwise healthy 26-year-old male active-duty US Navy member with a history of excessive protein supplement intake and intense exercise < 24 hours before laboratory work was diagnosed with CKD after a measured Cr of 16 mg/dL and an eGFRCr of 4 mL/min/1.73 m2 without any other evidence of kidney disease. His CysC remained within normal limits, resulting in a normal eGFRCys of 121 mL/min/1.73 m2, indicating no CKD. His Cr and eGFR recovered 10 days after his clinic visit and cessation of his supplement intake. These findings may not be uncommon given that 65% of active-duty military use protein supplements and 38% use other performance-enhancing supplements, such as creatine, according to a study.25

Unfortunately, the BMP/CMP traditionally used at VA centers use the eGFRCr equation, and it is unknown how many primary care practitioners recognize the limitations of these metabolic panels on accurate estimation of kidney function. However, in 2022 an expert panel including VA physicians recommended the immediate use of eGFRCr-Cys or eGFRCys for confirmatory testing and potentially screening of CKD.26 A small number of VAs have since adopted this recommendation, which should lead to fewer misdiagnoses among US military members as clinicians should now have access to more accurate measurements of GFR.

The VA spends about $18 billion (excluding dialysis) for care for 1.1 to 2.5 million VA patients with CKD.27 The majority of these diagnoses were undoubtedly made using the eGFRCr equation, raising the question of how many may be misdiagnosed. Assessment with CysC is currently relatively expensive, but it will likely become more affordable as the use of CysC as a confirmatory test increases.5 The cost of a sCr test is about $2.50, while CysC costs about $10.60, with variation from laboratory to laboratory.28 By comparison, a renal ultrasound costs $99 to $140 for uninsured patients.29 Furthermore, the cost of CysC testing is likely to trend downward as more facilities adopt the use of CysC measurements, which can be run on the same analytical equipment currently used for Cr measurements. Currently, most laboratories do not have established assays to use in-house and thus require CysC to be sent out to a laboratory, which increases result time and makes Cr a more attractive option. As more laboratories adopt assays for CysC, the cost of reagents will further decrease.

Given such considerations, confirmation testing of kidney function with CysC in specific patient populations with decreased eGFRCr without other features of CKD can offer great medical and financial benefits. A 2023 KDIGO report noted that many individuals may be mistakenly diagnosed with CKD when using eGFRCr.3 KDIGO noted that a 2013 meta-analysis of 90,000 individuals found that with a Cr-based eGFR of 45 to 59 mL/min/1.73 m2 (42%) had a CysC-based eGFR of ≥ 60 mL/min/1.73 m2. An eGFRCr of 45 to 59 represents 54% of all patients with CKD, amounting to millions of people (including current and former military personnel).3,29-31 Correcting a misdiagnosis of CKD would bring significant relief to patients and save millions in health care spending.

Conclusions

In patients who meet CKD criteria using eGFRCr but without other features of CKD, we recommend using confirmatory CysC levels and the eGFRCr-Cys equation. This will align care with the KDIGO guidelines and could be a cost-effective step toward improving military patient care. Further work in this area should focus on determining the knowledge gaps in primary care practitioners’ understanding of the limits of eGFRCr, the potential mitigation of concomitant CysC testing in equivocal CKD cases, and the cost-effectiveness and increased utilization of CysC.

Clinicians usually measure renal function by using surrogate markers because directly measuring glomerular filtration rate (GFR) is not routinely feasible in a clinical setting.1,2 Creatinine (Cr) and cystatin C (CysC) are the 2 main surrogate molecules used to estimate GFR.3

Creatine is a molecule nonenzymatically converted into Cr, weighing only 113 Da in skeletal muscles.4 It is then filtered at the glomeruli and secreted at the proximal tubules of the kidneys. However, serum Cr (sCr) levels are affected by several factors, including age, biological sex, liver function, diet, and muscle mass.5 Historically, sCr levels also are affected by race.5 In an early study of factors affecting accurate GFR, researchers reported that self-identified African American patients had a 16% higher GFR than those who did not when using Cr.6 Despite this, the inclusion of Cr on a basic metabolic panel has allowed automatic reporting of an estimated GFR using sCr (eGFRCr) to be readily available.7

table

In comparison to Cr, CysC is an endogenous protein weighing 13 kDa produced by all nucleated cells.8,9 CysC is filtered by the kidney at the glomeruli and completely reabsorbed and catabolized by epithelial cells at the proximal tubule.9 Since production is not dependent on skeletal muscle, there are fewer physiological impacts on serum concentration of CysC. Levels of CysC may be elevated by factors shown in the Table.

Estimating Glomerular Filtration Rates

Multiple equations were developed to mitigate the impact of extraneous factors on the accuracy of an eGFRCr. The first widely used equation that included a variable adjustment for race was the Modification of Diet in Renal Disease study, presented in 2006.10 The equation increased the accuracy of eGFRCr further by adjusting for sex and age. It was followed by the Chronic Kidney Disease Epidemiology Collaboration (CKD-EPI) equation in 2009, which was more accurate at higher GFR levels.11

CysC was simultaneously studied as an alternative to Cr with multiple equation iterations shown to be viable in various populations as early as 2003.12-15 However, it was not until 2012 that an equation for the use of CysC was offered for widespread use as an alternative to Cr alongside further refinement of the CKD-EPI equation for Cr.16 A new formula was presented in 2021 to use both sCr and serum CysC levels to obtain a more accurate estimation of GFR.17 Research continues its effort to accurately estimate GFR for diagnosing kidney disease and assessing comorbidities relating to decreased kidney function.3

All historical equations attempted to mitigate the potential impact of race on sCr level when calculating eGFRCrby assigning a separate variable for African American patients. As an unintended adverse effect, these equations may have led to discrimination by having a different equation for African American patients.18 Moreover, these Cr-based equations remain less accurate in patients with varied muscle mass, such as older patients, bodybuilders, athletes, and individuals with varied extremes of daily protein intake.1,8,9,19Several medications can also directly affect Cr clearance, reducing its ability to act as a surrogate for kidney function.1In this case report, we discuss an African American patient with high muscle mass and protein intake who was initially diagnosed with kidney disease based on an elevated Cr and found to be misdiagnosed based on the use of CysC for a more accurate GFR estimation.

 

 

Case Presentation

figure

A 35-year-old African American man serving in the military and recently diagnosed with HIV was referred to a nephrology clinic for further evaluation of an acute elevation in sCr. Before treatment for HIV, a brief record review showed a baseline Cr of about 1.3 mg/dL, with an eGFRCr of 75 mL/min/1.73 m2.20 In the same month, the patient was prescribed bictegravir/emtricitabine/tenofovir alafenamide, an HIV drug with nephrotoxic potential.21 The patient's total viral load remained low, and CD4 count remained > 500 after initiation of the HIV treatment. He was in his normal state of health and had no known contributory history before his HIV diagnosis. Cr readings peaked at 1.83 mg/dL after starting the HIV treatment and remained elevated to 1.73 mg/dL over the next few months, corresponding to CKD stage 3A. Because bictegravir/emtricitabine/tenofovir alafenamide is cleared by the kidneys and has a nephrotoxic profile, the clinical care team considered dosage adjustment or a medication switch given his observed elevated eGFRCr based on the CKD-EPI 2021 equation for Cr alone. It was also noted that the patient had a similar Cr spike to 1.83 mg/dL in 2018 without any identifiable renal insult or symptoms (Figure).

Diagnostic Evaluation

The primary care team ordered a renal ultrasound and referred the patient to the nephrology clinic. The nephrologist ordered the following laboratory studies: urine microalbumin to Cr ratio, basic metabolic panel (BMP), comprehensive metabolic panel (CMP), urinalysis, urine protein, urine Cr, parathyroid hormone level, hemoglobin A1c, complement component 3/4 panels, antinuclear and antineutrophil cytoplasmic antibodies titers, glomerular basement membrane antibody titer, urine light chains, serum protein electrophoresis, κ/λ ratio, viral hepatitis panel, and rapid plasma reagin testing. Much of this laboratory evaluation served to rule out any secondary causes of kidney disease, including autoimmune disease, monoclonal or polyclonal gammopathies, diabetic nephropathy or glomerulosclerosis, and nephrotic or nephritic syndromes.

All laboratory studies returned within normal limits; no proteinuria was discovered on urinalysis, and no abnormalities were visualized on renal ultrasound. Bictegravir/emtricitabine/tenofovir alafenamide nephrotoxicity was highest among the differential diagnoses due to the timing of Cr elevation coinciding with the initiation of the medications. The patient's CysC level was 0.85 mg/dL with a calculated eGFRCys of 125 mL/min/1.73 m2. The calculated sCR and serum cystatin C (eGFRCr-Cys) using the new 2021 equation and when adjusting for body surface area placed his eGFR at 92 mL/min/1.73 m2.20

The patient’s eGFRCysreassured the care team that the patient’s renal function was not acutely or chronically impacted by bictegravir/emtricitabine/tenofovir alafenamide, resulting in avoidance of unnecessary dosage adjustment or discontinuation of the HIV treatment. The patient reported a chronic habit of protein and creatine supplementation and bodybuilding, which likely further compounded the discrepancy between eGFRCr and eGFRCys and explained his previous elevation in Cr in 2018.

Follow-up

The patient underwent serial monitoring that revealed a stable Cr and unremarkable eGFR, ruling out CKD. There has been no evidence of worsening kidney disease to date, and the patient remained on his initial HIV regimen.

 

 

Discussion

This case shows the importance of using CysC as an alternative or confirmatory marker compared with sCr to estimate GFR in patients with high muscle mass and/or high creatine intake, such as many in the US Department of Defense (DoD) and US Department of Veterans Affairs (VA) patient populations. In the presented case, recorded Cr levels climbed from baseline Cr with the initiation of bictegravir/emtricitabine/tenofovir alafenamide. This raised the concern that HIV treatment was leading to the development of kidney damage.22

Diagnosis of kidney disease as opposed to the normal decline of eGFR with age in individuals without intrinsic CKD requires GFR ≥ 60 mL/min/1.73 m2 with kidney damage (proteinuria or radiological abnormalities, etc) or GFR < 135 to 140 mL/min/1.73 m2minus the patient’s age in years.23 The patient’s Cr peak at 1.83 mg/dL in 2018 led to an inappropriate diagnosis of kidney disease stage 3a based on an eGFRCr (2021 equation) of 52 mL/min/1.73 m2 when not corrected for body surface area.20 However, using the new 2021 equation using both Cr and CysC, the patient’s eGFRCr-Cyswas 92 mL/min/1.73 m2 after a correction for body surface area.

The 2009 CKD-EPI recommended the calculation of eGFR based on SCr concentration using age, sex, and race while the 2021 CKD-EPI recommended the exclusion of race.3 Both equations are less accurate in African American patients, individuals taking medications that interfere with Cr secretion and assay, and patients taking creatine supplements, high daily protein intake, or with high muscle mass.7 These settings result in a decreased eGFRCr without corresponding eGFRCys changes. Using SCr and CysC together, the eGFRCr-Cys yields improved concordance to measured GFR across race groups compared to GFR estimation based on Cr alone, which can avoid unnecessary expensive diagnostic workup, inappropriate kidney disease diagnosis, incorrect dosing of drugs, and accurately represent the military readiness of patients. Interestingly, in African American patients with recently diagnosed HIV, CKD-EPI using both Cr and CysC without race inclusion led to only a 2.9% overestimation of GFR and was the only equation with no statistically significant bias compared with measured GFR.24

A March 2023 case involving an otherwise healthy 26-year-old male active-duty US Navy member with a history of excessive protein supplement intake and intense exercise < 24 hours before laboratory work was diagnosed with CKD after a measured Cr of 16 mg/dL and an eGFRCr of 4 mL/min/1.73 m2 without any other evidence of kidney disease. His CysC remained within normal limits, resulting in a normal eGFRCys of 121 mL/min/1.73 m2, indicating no CKD. His Cr and eGFR recovered 10 days after his clinic visit and cessation of his supplement intake. These findings may not be uncommon given that 65% of active-duty military use protein supplements and 38% use other performance-enhancing supplements, such as creatine, according to a study.25

Unfortunately, the BMP/CMP traditionally used at VA centers use the eGFRCr equation, and it is unknown how many primary care practitioners recognize the limitations of these metabolic panels on accurate estimation of kidney function. However, in 2022 an expert panel including VA physicians recommended the immediate use of eGFRCr-Cys or eGFRCys for confirmatory testing and potentially screening of CKD.26 A small number of VAs have since adopted this recommendation, which should lead to fewer misdiagnoses among US military members as clinicians should now have access to more accurate measurements of GFR.

The VA spends about $18 billion (excluding dialysis) for care for 1.1 to 2.5 million VA patients with CKD.27 The majority of these diagnoses were undoubtedly made using the eGFRCr equation, raising the question of how many may be misdiagnosed. Assessment with CysC is currently relatively expensive, but it will likely become more affordable as the use of CysC as a confirmatory test increases.5 The cost of a sCr test is about $2.50, while CysC costs about $10.60, with variation from laboratory to laboratory.28 By comparison, a renal ultrasound costs $99 to $140 for uninsured patients.29 Furthermore, the cost of CysC testing is likely to trend downward as more facilities adopt the use of CysC measurements, which can be run on the same analytical equipment currently used for Cr measurements. Currently, most laboratories do not have established assays to use in-house and thus require CysC to be sent out to a laboratory, which increases result time and makes Cr a more attractive option. As more laboratories adopt assays for CysC, the cost of reagents will further decrease.

Given such considerations, confirmation testing of kidney function with CysC in specific patient populations with decreased eGFRCr without other features of CKD can offer great medical and financial benefits. A 2023 KDIGO report noted that many individuals may be mistakenly diagnosed with CKD when using eGFRCr.3 KDIGO noted that a 2013 meta-analysis of 90,000 individuals found that with a Cr-based eGFR of 45 to 59 mL/min/1.73 m2 (42%) had a CysC-based eGFR of ≥ 60 mL/min/1.73 m2. An eGFRCr of 45 to 59 represents 54% of all patients with CKD, amounting to millions of people (including current and former military personnel).3,29-31 Correcting a misdiagnosis of CKD would bring significant relief to patients and save millions in health care spending.

Conclusions

In patients who meet CKD criteria using eGFRCr but without other features of CKD, we recommend using confirmatory CysC levels and the eGFRCr-Cys equation. This will align care with the KDIGO guidelines and could be a cost-effective step toward improving military patient care. Further work in this area should focus on determining the knowledge gaps in primary care practitioners’ understanding of the limits of eGFRCr, the potential mitigation of concomitant CysC testing in equivocal CKD cases, and the cost-effectiveness and increased utilization of CysC.

References

1. Gabriel R. Time to scrap creatinine clearance? Br Med J (Clin Res Ed). 1986;293(6555):1119-1120. doi:10.1136/bmj.293.6555.1119

2. Swan SK. The search continues—an ideal marker of GFR. Clin Chem. 1997;43(6):913-914.doi:10.1093/clinchem/43.6.913 3. KDIGO 2012 clinical practice guideline for the evaluation and management of chronic kidney disease. Kidney Int Suppl. 2013;3(1).

4. Wyss M, Kaddurah-Daouk R. Creatine and creatinine metabolism. Physiol Rev. 2000;80(3):1107-1213. doi:10.1152/physrev.2000.80.3.1107

5. Ferguson TW, Komenda P, Tangri N. Cystatin C as a biomarker for estimating glomerular filtration rate. Curr Opin Nephrol Hypertens. 2015;24(3):295-300. doi:10.1097/mnh.0000000000000115

6. Levey AS, Titan SM, Powe NR, Coresh J, Inker LA. Kidney disease, race, and GFR estimation. Clin J Am Soc Nephrol. 2020;15(8):1203-1212. doi:10.2215/cjn.12791019

7. Shlipak MG, Tummalapalli SL, Boulware LE, et al; Conference Participants. The case for early identification and intervention of chronic kidney disease: conclusions from a Kidney Disease: Improving Global Outcomes (KDIGO) controversies conference. Kidney Int. 2021;99(1):34-47. doi:10.1016/j.kint.2020.10.012

8. O’Riordan SE, Webb MC, Stowe HJ, et al. Cystatin C improves the detection of mild renal dysfunction in older patients. Ann Clin Biochem. 2003;40(pt 6):648-655. doi:10.1258/000456303770367243

9. Stevens LA, Schmid CH, Greene T, et al. Factors other than glomerular filtration rate affect serum cystatin C levels. Kidney Int. 2009;75(6):652-660. doi:10.1038/ki.2008.638

10. Levey AS, Coresh J, Greene T, et al; Chronic Kidney Disease Epidemiology Collaboration. Using standardized serum creatinine values in the modification of diet in renal disease study equation for estimating glomerular filtration rate. Ann Intern Med. 2006;145(4):247-254. doi:10.7326/0003-4819-145-4-200608150-00004

11. Levey AS, Stevens LA, Schmid CH, et al; Chronic Kidney Disease Epidemiology Collaboration. A new equation to estimate glomerular filtration rate. Ann Intern Med. 2009;150(9):604-612. doi:10.7326/0003-4819-150-9-200905050-00006

12. Pöge U, Gerhardt T, Stoffel-Wagner B, Klehr HU, Sauerbruch T, Woitas RP. Calculation of glomerular filtration rate based on cystatin C in cirrhotic patients. Nephrol Dial Transplant. 2006;21(3):660-664. doi:10.1093/ndt/gfi305

13. Larsson A, Malm J, Grubb A, Hansson LO. Calculation of glomerular filtration rate expressed in mL/min from plasma cystatin C values in mg/L. Scand J Clin Lab Invest. 2004;64(1):25-30. doi:10.1080/00365510410003723.

14. Macisaac RJ, Tsalamandris C, Thomas MC, et al. Estimating glomerular filtration rate in diabetes: a comparison of cystatin-C- and creatinine-based methods. Diabetologia. 2006;49(7):1686-1689. doi:10.1007/s00125-006-0275-7

15. Rule AD, Bergstralh EJ, Slezak JM, Bergert J, Larson TS. Glomerular filtration rate estimated by cystatin C among different clinical presentations. Kidney Int. 2006;69(2):399-405. doi:10.1038/sj.ki.5000073

16. Inker LA, Schmid CH, Tighiouart H, et al; Chronic Kidney Disease Epidemiology Collaboration Investigators. Estimating glomerular filtration rate from serum creatinine and cystatin C. N Engl J Med. 2012;367(1):20-29. doi:10.1056/NEJMoa1114248

17. Shlipak MG, Matsushita K, Ärnlöv J, et al; CKD Prognosis Consortium. Cystatin C versus creatinine in determining risk based on kidney function. N Engl J Med. 2013;369(10):932-943. doi:10.1056/NEJMoa1214234

18. Inker LA, Eneanya ND, Coresh J, et al; Chronic Kidney Disease Epidemiology Collaboration. New creatinine- and cystatin C–Based equations to estimate GFR without race. N Engl J Med. 2021;385(19):1737-1749. doi:10.1056/NEJMoa2102953

19. Oterdoom LH, Gansevoort RT, Schouten JP, de Jong PE, Gans ROB, Bakker SJL. Urinary creatinine excretion, an indirect measure of muscle mass, is an independent predictor of cardiovascular disease and mortality in the general population. Atherosclerosis. 2009;207(2):534-540. doi.10.1016/j.atherosclerosis.2009.05.010

20. National Kidney Foundation Inc. eGFR calculator. Accessed October 20, 2023. https://www.kidney.org/professionals/kdoqi/gfr_calculator

21. Ueaphongsukkit T, Gatechompol S, Avihingsanon A, et al. Tenofovir alafenamide nephrotoxicity: a case report and literature review. AIDS Res Ther. 2021;18(1):53. doi:10.1186/s12981-021-00380-w

22. D’Agati V, Appel GB. Renal pathology of human immunodeficiency virus infection. Semin Nephrol. 1998;18(4):406-421.

23. Glassock RJ, Winearls C. Ageing and the glomerular filtration rate: truths and consequences. Trans Am Clin Climatol Assoc. 2009;120:419-428.

24. Seape T, Gounden V, van Deventer HE, Candy GP, George JA. Cystatin C- and creatinine-based equations in the assessment of renal function in HIV-positive patients prior to commencing highly active antiretroviral therapy. Ann Clin Biochem. 2016;53(pt 1):58-66. doi:10.1177/0004563215579695

25. Tobin TW, Thurlow JS, Yuan CM. A healthy active duty soldier with an elevated serum creatinine. Mil Med. 2023;188(3-4):e866-e869. doi:10.1093/milmed/usab163

26. Delgado C, Baweja M, Crews DC, et al. A unifying approach for GFR estimation: recommendations of the NKF-ASN Task Force on Reassessing the Inclusion of Race in Diagnosing Kidney Disease. Am J Kidney Dis. 2022;79(2):268-288.e1. doi:10.1053/j.ajkd.2021.08.003

27. Saran R, Pearson A, Tilea A, et al; VA-REINS Steering Committee; VA Advisory Board. Burden and cost of caring for us veterans with CKD: initial findings from the VA Renal Information System (VA-REINS). Am J Kidney Dis. 2021;77(3):397-405. doi:10.1053/j.ajkd.2020.07.013

28. Zoler ML. Nephrologists make the case for cystatin C-based eGFR. Accessed October 20, 2023. https://www.medscape.com/viewarticle/951335#vp_2

29. Versaw N. How much does an ultrasound cost? Updated February 2022. Accessed October 20, 2023. https://www.compare.com/health/healthcare-resources/how-much-does-an-ultrasound-cost

30. Levey AS, Coresh J. Chronic kidney disease. Lancet. 2012;379(9811):165-180. doi:10.1016/S0140-6736(11)60178-5

31. Shlipak MG, Matsushita K, Ärnlöv J, et al; CKD Prognosis Consortium. Cystatin C versus creatinine in determining risk based on kidney function. N Engl J Med. 2013;369(10):932-943. doi:10.1056/NEJMoa1214234

References

1. Gabriel R. Time to scrap creatinine clearance? Br Med J (Clin Res Ed). 1986;293(6555):1119-1120. doi:10.1136/bmj.293.6555.1119

2. Swan SK. The search continues—an ideal marker of GFR. Clin Chem. 1997;43(6):913-914.doi:10.1093/clinchem/43.6.913 3. KDIGO 2012 clinical practice guideline for the evaluation and management of chronic kidney disease. Kidney Int Suppl. 2013;3(1).

4. Wyss M, Kaddurah-Daouk R. Creatine and creatinine metabolism. Physiol Rev. 2000;80(3):1107-1213. doi:10.1152/physrev.2000.80.3.1107

5. Ferguson TW, Komenda P, Tangri N. Cystatin C as a biomarker for estimating glomerular filtration rate. Curr Opin Nephrol Hypertens. 2015;24(3):295-300. doi:10.1097/mnh.0000000000000115

6. Levey AS, Titan SM, Powe NR, Coresh J, Inker LA. Kidney disease, race, and GFR estimation. Clin J Am Soc Nephrol. 2020;15(8):1203-1212. doi:10.2215/cjn.12791019

7. Shlipak MG, Tummalapalli SL, Boulware LE, et al; Conference Participants. The case for early identification and intervention of chronic kidney disease: conclusions from a Kidney Disease: Improving Global Outcomes (KDIGO) controversies conference. Kidney Int. 2021;99(1):34-47. doi:10.1016/j.kint.2020.10.012

8. O’Riordan SE, Webb MC, Stowe HJ, et al. Cystatin C improves the detection of mild renal dysfunction in older patients. Ann Clin Biochem. 2003;40(pt 6):648-655. doi:10.1258/000456303770367243

9. Stevens LA, Schmid CH, Greene T, et al. Factors other than glomerular filtration rate affect serum cystatin C levels. Kidney Int. 2009;75(6):652-660. doi:10.1038/ki.2008.638

10. Levey AS, Coresh J, Greene T, et al; Chronic Kidney Disease Epidemiology Collaboration. Using standardized serum creatinine values in the modification of diet in renal disease study equation for estimating glomerular filtration rate. Ann Intern Med. 2006;145(4):247-254. doi:10.7326/0003-4819-145-4-200608150-00004

11. Levey AS, Stevens LA, Schmid CH, et al; Chronic Kidney Disease Epidemiology Collaboration. A new equation to estimate glomerular filtration rate. Ann Intern Med. 2009;150(9):604-612. doi:10.7326/0003-4819-150-9-200905050-00006

12. Pöge U, Gerhardt T, Stoffel-Wagner B, Klehr HU, Sauerbruch T, Woitas RP. Calculation of glomerular filtration rate based on cystatin C in cirrhotic patients. Nephrol Dial Transplant. 2006;21(3):660-664. doi:10.1093/ndt/gfi305

13. Larsson A, Malm J, Grubb A, Hansson LO. Calculation of glomerular filtration rate expressed in mL/min from plasma cystatin C values in mg/L. Scand J Clin Lab Invest. 2004;64(1):25-30. doi:10.1080/00365510410003723.

14. Macisaac RJ, Tsalamandris C, Thomas MC, et al. Estimating glomerular filtration rate in diabetes: a comparison of cystatin-C- and creatinine-based methods. Diabetologia. 2006;49(7):1686-1689. doi:10.1007/s00125-006-0275-7

15. Rule AD, Bergstralh EJ, Slezak JM, Bergert J, Larson TS. Glomerular filtration rate estimated by cystatin C among different clinical presentations. Kidney Int. 2006;69(2):399-405. doi:10.1038/sj.ki.5000073

16. Inker LA, Schmid CH, Tighiouart H, et al; Chronic Kidney Disease Epidemiology Collaboration Investigators. Estimating glomerular filtration rate from serum creatinine and cystatin C. N Engl J Med. 2012;367(1):20-29. doi:10.1056/NEJMoa1114248

17. Shlipak MG, Matsushita K, Ärnlöv J, et al; CKD Prognosis Consortium. Cystatin C versus creatinine in determining risk based on kidney function. N Engl J Med. 2013;369(10):932-943. doi:10.1056/NEJMoa1214234

18. Inker LA, Eneanya ND, Coresh J, et al; Chronic Kidney Disease Epidemiology Collaboration. New creatinine- and cystatin C–Based equations to estimate GFR without race. N Engl J Med. 2021;385(19):1737-1749. doi:10.1056/NEJMoa2102953

19. Oterdoom LH, Gansevoort RT, Schouten JP, de Jong PE, Gans ROB, Bakker SJL. Urinary creatinine excretion, an indirect measure of muscle mass, is an independent predictor of cardiovascular disease and mortality in the general population. Atherosclerosis. 2009;207(2):534-540. doi.10.1016/j.atherosclerosis.2009.05.010

20. National Kidney Foundation Inc. eGFR calculator. Accessed October 20, 2023. https://www.kidney.org/professionals/kdoqi/gfr_calculator

21. Ueaphongsukkit T, Gatechompol S, Avihingsanon A, et al. Tenofovir alafenamide nephrotoxicity: a case report and literature review. AIDS Res Ther. 2021;18(1):53. doi:10.1186/s12981-021-00380-w

22. D’Agati V, Appel GB. Renal pathology of human immunodeficiency virus infection. Semin Nephrol. 1998;18(4):406-421.

23. Glassock RJ, Winearls C. Ageing and the glomerular filtration rate: truths and consequences. Trans Am Clin Climatol Assoc. 2009;120:419-428.

24. Seape T, Gounden V, van Deventer HE, Candy GP, George JA. Cystatin C- and creatinine-based equations in the assessment of renal function in HIV-positive patients prior to commencing highly active antiretroviral therapy. Ann Clin Biochem. 2016;53(pt 1):58-66. doi:10.1177/0004563215579695

25. Tobin TW, Thurlow JS, Yuan CM. A healthy active duty soldier with an elevated serum creatinine. Mil Med. 2023;188(3-4):e866-e869. doi:10.1093/milmed/usab163

26. Delgado C, Baweja M, Crews DC, et al. A unifying approach for GFR estimation: recommendations of the NKF-ASN Task Force on Reassessing the Inclusion of Race in Diagnosing Kidney Disease. Am J Kidney Dis. 2022;79(2):268-288.e1. doi:10.1053/j.ajkd.2021.08.003

27. Saran R, Pearson A, Tilea A, et al; VA-REINS Steering Committee; VA Advisory Board. Burden and cost of caring for us veterans with CKD: initial findings from the VA Renal Information System (VA-REINS). Am J Kidney Dis. 2021;77(3):397-405. doi:10.1053/j.ajkd.2020.07.013

28. Zoler ML. Nephrologists make the case for cystatin C-based eGFR. Accessed October 20, 2023. https://www.medscape.com/viewarticle/951335#vp_2

29. Versaw N. How much does an ultrasound cost? Updated February 2022. Accessed October 20, 2023. https://www.compare.com/health/healthcare-resources/how-much-does-an-ultrasound-cost

30. Levey AS, Coresh J. Chronic kidney disease. Lancet. 2012;379(9811):165-180. doi:10.1016/S0140-6736(11)60178-5

31. Shlipak MG, Matsushita K, Ärnlöv J, et al; CKD Prognosis Consortium. Cystatin C versus creatinine in determining risk based on kidney function. N Engl J Med. 2013;369(10):932-943. doi:10.1056/NEJMoa1214234

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Thiazide-Induced Hyponatremia Presenting as a Fall in an Older Adult

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Hypertension is a major risk factor for heart disease, stroke, and kidney disease.The prevalence of hypertension increases with age, primarily due to age-related changes in arterial physiology.1 For older adults, current guidelines regarding blood pressure (BP) treatment goals vary. The American Heart Association/American College of Cardiology 2017 clinical practice guidelines recommend a systolic BP (SBP) treatment goal of < 130 mm Hg for community-dwelling, ambulatory, noninstitutionalized adults aged ≥ 65 years; whereas the American College of Physicians/American Academy of Family Physicians recommend a goal of < 150 mm Hg for those aged ≥ 60 years without comorbidities and < 140 mm Hg for those with increased cardiovascular risk.1-3 Regardless of the specific threshold, agreement that some degree of BP control even in those with advanced age improves outcomes.2

First-line therapy for uncomplicated hypertension includes thiazide diuretics, long-acting calcium channel blockers, and renin-angiotensin system inhibitors. When choosing between these options, it is recommended to engage in shared decision making and to consider the patient’s comorbidities. Among patients who are likely to require a second agent (eg, if initial BP is > 20/10 mm Hg above goal), it is recommended to begin both drugs at the same time, preferably benazepril plus amlodipine due to the reduction in cardiovascular events reported in the ACCOMPLISH trial.4 If BP remains elevated despite 2 agents at moderate to maximum doses, it is important to investigate for secondary hypertension causes and to explore medication adherence as possible etiologies of treatment failure. Older adults are often at higher risk of adverse drug events due to age-related changes in pharmacodynamics. Despite this, there are no guidelines for choosing between different classes of antihypertensives in this population. We present a case of thiazide-induced hyponatremia in an older adult and review the risks of thiazide use in this population.

Case Presentation

A man aged > 90 years was admitted to the hospital after a syncopal episode. His history was significant for hypertension, hyperlipidemia, and vitamin D deficiency. At the time, his home medications were amlodipine 5 mg daily, atorvastatin 40 mg daily, ergocalciferol 50,000 IU weekly, and polyethylene glycol 17 g daily as needed. His syncope workup was unremarkable and included negative orthostatic vital signs, normal serial troponins, an electrocardiogram without ischemic changes, normal serum creatinine, sodium, and glucose, and a head computed tomography without any acute abnormality. Throughout the patient’s hospital stay, he had multiple elevated SBP readings, including many > 200 mm Hg. On discharge, in addition to continuing his home medications, he was started on valsartan 20 mg daily and enrolled in a remote BP monitoring program.

Three weeks later, the patient was seen by their primary care practitioner for follow-up. He reported adherence to his antihypertensive regimen. However, his remote BP monitoring revealed persistently elevated BPs, with an average of 179/79 mm Hg, a high of 205/85 mm Hg, and a low of 150/67 mm Hg over the previous 7 days. Laboratory tests obtained at the visit were notable for serum sodium of 138 mmol/L and potassium of 4.1 mmol/L. His weight was 87 kg. Given persistently elevated BP readings, in addition to continuing his amlodipine 5 mg daily and valsartan 20 mg daily, he was started on hydrochlorothiazide 25 mg daily, with plans to repeat a basic metabolic panel in 2 weeks.

Two weeks later, he fell after getting out of his bed. On examination, he was noted to have dry mucous membranes, and although no formal delirium screening was performed, he was able to repeat the months of the year backward. Vital signs were notable for positive postural hypertension, and his laboratory tests revealed a normal serum creatinine, serum sodium of 117 mmol/L (reference range, 135-145 mmol/L), serum potassium of 3.2 mmol/L (reference range, 3.0-5.0 mmol/L), a low serum osmolality, and urine sodium of 35 mmol/L most consistent with hypovolemic hypoosmotic hyponatremia secondary to thiazide initiation. The patient’s hydrochlorothiazide was discontinued, and he was admitted to the hospital for close monitoring. His sodium levels gradually normalized over the next 2 weeks without any other intervention.

Discussion

Although thiazide diuretics are recommended as first-line therapy for uncomplicated hypertension, they are known to cause electrolyte abnormalities, including hypomagnesemia, hypokalemia, and hyponatremia.4 These metabolic derangements are more likely to occur in older adults. One study of adults aged ≥ 65 years found that at 9 months of follow-up, 14.3% of new thiazide users had developed a thiazide-related metabolic adverse event (hyponatremia < 135 mmol/L, hypokalemia < 3.5 mmol/L, and decrease in estimated glomerular filtration rate by > 25%) compared with 6.0% of nonusers (P < .001; number needed to harm [NNH] = 12).5 In addition, 3.8% of new thiazide users had an emergency department visit or were hospitalized for complications related to thiazides compared with only 2.0% of nonusers (P = .02; NNH = 56).5 Independent risk factors for thiazide-induced hyponatremia include high-comorbidity burden, low body weight, low-normal or unmeasured serum sodium, low potassium, and aged > 70 years.5-7 Each 10-year increment in age is associated with a 2-fold increase in risk, suggesting that older adults are at a much higher risk for hyponatremia than their younger peers.6

Despite their designation as a first-line option for uncomplicated hypertension, thiazide diuretics may cause more harm than good in some older adults, especially those with additional risk factors for thiazide-induced hyponatremia. In this population, these adverse effects should be discussed before starting thiazides for the treatment of hypertension. If thiazides are initiated, they should be started at the lowest possible dose, and plans made to monitor bloodwork within 1 to 2 weeks of initiation or dose change and periodically thereafter while the patient remains on the therapy.

 

 

Medication Management in Older Adults

Due to the risks of medication use in older adults, the phrase “start low, go slow” is commonly used in geriatric medicine to describe the optimal method for initiation and up-titration of new medication with the hope of mitigating adverse drug events. In our case, we started valsartan at 20 mg daily—one-fourth the recommended initial dose. Although this strategy is reasonable to “start low,” we were not surprised to find that the patient’s BP did not markedly improve on such a low dose. The team could have increased the valsartan dose to a therapeutically efficacious dose before choosing to add another hypertensive agent. In alignment with geriatric prescribing principles, starting at the lowest possible dose of hydrochlorothiazide is recommended.5 However, the clinician started hydrochlorothiazide at 25 mg daily, potentially increasing this patient’s risk of electrolyte abnormalities and eventual fall.

Managing hypertension also invites a discussion of polypharmacy and medication adherence. Older adults are at risk of polypharmacy, defined as the prescription of 5 or more medications.8 Polypharmacy is associated with increased hospitalizations, higher costs of care for individuals and health care systems, increased risks of adverse drug events, medication nonadherence, and lower quality of life for patients.9 In some situations, the risks of polypharmacy may outweigh the benefits of using multiple antihypertensives with different mechanisms of action if patients can reach their BP goal on the maximum dose of a single agent. For patients taking multiple antihypertensives, it is important to routinely monitor BP and assess whether deprescribing is indicated. Cognitive impairment and decreased social support may affect medication adherence for older adults.6 Clinicians should be aware of strategies, such as medication reminders and pillboxes, to increase antihypertensive medication adherence. Polypills that contain 2 antihypertensives can be another tool used to manage older adults to increase adherence and decrease health care costs.10

figure

A current strategy that encompasses discussing many, if not all, of these noted elements is the Institute for Healthcare Improvement’s Age-Friendly Health System. This framework uses evidence-based tools to provide care for older adults across all clinical settings and highlights the 4Ms: what matters, medication, mentation, and mobility.11 Medication considers whether a medication is necessary, whether its use has benefits that outweigh the risks, and how it interacts with what matters, mentation, and mobility. In particular, what matters plays an important role in hypertension management in older adults given the recommended target BP differs, depending on which specialty organization guideline is followed. By better understanding what matters to patients, including their goals and priorities, clinicians can engage patients in shared decision making and provide individualized recommendations based on geriatric principles (eg, start low, go slow, principles of medication adherence) and patient comorbidities (eg, medical history and risk factors for hyponatremia) to help patients make a more informed choice about their antihypertensive treatment regimen (Figure).

Conclusions

This case illustrates the need for a specialized approach to hypertension management in older adults and the risks of thiazide diuretics in this population. Clinicians should consider BP goals, patient-specific factors, and principles of medication management in older adults. If initiating thiazide therapy, discuss the risks associated with use, start at the lowest possible dose, and monitor bloodwork within 1 to 2 weeks of initiation/dose change and periodically thereafter while the patient remains on the therapy to decrease the risk of adverse events. Finally, the Institute for Healthcare Improvement’s Age-Friendly Health System framework can be a useful when considering the addition of a new medication in an older adult’s treatment plan.

Acknowledgments

This material is the result of work supported with resources and the use of facilities at the New England Geriatrics Research, Education, and Clinical Center, Veterans Affairs Boston Healthcare System, and the Cincinnati VeteransAffairs Medical Center.

References

1. Whelton PK, Carey RM, Aronow WS, et al. 2017 ACC/AHA/AAPA/ABC/ACPM/AGS/APhA/ASH/ASPC/NMA/PCNA Guideline for the Prevention, Detection, Evaluation and Management of High Blood Pressure in Adults: A Report of the American College of Cardiology/American Heart Association Task Force on Clinical Practice Guidelines. J Am Coll Cardiol. 2018;71(19):e127-e248. doi:10.1016/j.jacc.2017.11.006

2. Davis LL. Hypertension: how low to go when treating older adults. J Nurse Pract. 2019;15(1):1-6. doi:10.1016/j.nurpra.2018.10.010

3. Qaseem A, Wilt TJ, Rich R, et al. Pharmacologic Treatment of Hypertension in Adults Aged 60 Years or Older to Higher Versus Lower Blood Pressure Targets: A Clinical Practice Guideline From the American College of Physicians and the American Academy of Family Physicians. Ann Intern Med. 2017;166(6):430-437. doi:10.7326/M16-1785

4. Aronow WS, Fleg JL, Pepine CJ, et al. ACCF/AHA 2011 expert consensus document on hypertension in the elderly: a report of the American College of Cardiology Foundation Task Force on Clinical Expert Consensus documents developed in collaboration with the American Academy of Neurology, American Geriatrics Society, American Society for Preventive Cardiology, American Society of Hypertension, American Society of Nephrology, Association of Black Cardiologists, and European Society of Hypertension. J Am Coll Cardiol. 2011;57(20):2037-2114. doi:10.1016/j.jacc.2011.01.008

5. Makam AN, Boscardin WJ, Miao Y, Steinman MA. Risk of thiazide-induced metabolic adverse events in older adults. J Am Geriatr Soc. 2014;62(6):1039-1045. doi:10.1111/jgs.12839

6. Chow KM, Szeto CC, Wong TY, Leung CB, Li PK. Risk factors for thiazide-induced hyponatraemia. QJM. 2003;96(12):911-917. doi:10.1093/qjmed/hcg157

7. Clayton JA, Rodgers S, Blakey J, Avery A, Hall IP. Thiazide diuretic prescription and electrolyte abnormalities in primary care. Br J Clin Pharmacol. 2006;61(1):87-95. doi:10.1111/j.1365-2125.2005.02531.x

8. Shah BM, Hajjar ER. Polypharmacy, adverse drug reactions, and geriatric syndromes. Clin Geriatr Med. 2012;28(2):173-186. doi:10.1016/j.cger.2012.01.002

9. Benetos A, Petrovic M, Strandberg T. Hypertension management in older and frail older patients. Circ Res. 2019;124(7):1045-1060. doi:10.1161/CIRCRESAHA.118.313236

10. Sherrill B, Halpern M, Khan S, Zhang J, Panjabi S. Single-pill vs free-equivalent combination therapies for hypertension: a meta-analysis of health care costs and adherence. J Clin Hypertens (Greenwich). 2011;13(12):898-909. doi:10.1111/j.1751-7176.2011.00550.x

11. Mate K, Fulmer T, Pelton L, et al. Evidence for the 4Ms: interactions and outcomes across the care continuum. J Aging Health. 2021;33(7-8):469-481. doi:10.1177/0898264321991658

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Correspondence:  Shivani K. Jindal  ([email protected])

aNew England Geriatrics Research, Education, and Clinical Center (GRECC), Veterans Affairs Boston Healthcare System, Massachusetts

bBoston University Chobanian & Avedisian School of Medicine, Massachusetts

cVeterans Affairs Boston Healthcare System, Massachusetts

dCincinnati Veterans Affairs Medical Center, Ohio

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The authors report no actual or potential conflicts of interest or outside sources of funding with regard to this article.

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aNew England Geriatrics Research, Education, and Clinical Center (GRECC), Veterans Affairs Boston Healthcare System, Massachusetts

bBoston University Chobanian & Avedisian School of Medicine, Massachusetts

cVeterans Affairs Boston Healthcare System, Massachusetts

dCincinnati Veterans Affairs Medical Center, Ohio

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The opinions expressed herein are those of the authors and do not necessarily reflect those of Federal Practitioner, Frontline Medical Communications Inc., the US Government, or any of its agencies. This article may discuss unlabeled or investigational use of certain drugs. Please review the complete prescribing information for specific drugs or drug combinations—including indications, contraindications, warnings, and adverse effects—before administering pharmacologic therapy to patients.

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Stephanie Pagliuca, MDa,b; Caroline Wagner, PharmDc; Brittany L. Pietruszka, PharmDc; Shivani K. Jindal, MD, MPHb,c,d

Correspondence:  Shivani K. Jindal  ([email protected])

aNew England Geriatrics Research, Education, and Clinical Center (GRECC), Veterans Affairs Boston Healthcare System, Massachusetts

bBoston University Chobanian & Avedisian School of Medicine, Massachusetts

cVeterans Affairs Boston Healthcare System, Massachusetts

dCincinnati Veterans Affairs Medical Center, Ohio

Author disclosures

The authors report no actual or potential conflicts of interest or outside sources of funding with regard to this article.

Disclaimer

The opinions expressed herein are those of the authors and do not necessarily reflect those of Federal Practitioner, Frontline Medical Communications Inc., the US Government, or any of its agencies. This article may discuss unlabeled or investigational use of certain drugs. Please review the complete prescribing information for specific drugs or drug combinations—including indications, contraindications, warnings, and adverse effects—before administering pharmacologic therapy to patients.

Ethics and consent

This manuscript has been reviewed by the Veterans Affairs Boston Privacy Office prior to submission. We have received written consent and release of information from this veteran to use details of their case for this manuscript.

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Hypertension is a major risk factor for heart disease, stroke, and kidney disease.The prevalence of hypertension increases with age, primarily due to age-related changes in arterial physiology.1 For older adults, current guidelines regarding blood pressure (BP) treatment goals vary. The American Heart Association/American College of Cardiology 2017 clinical practice guidelines recommend a systolic BP (SBP) treatment goal of < 130 mm Hg for community-dwelling, ambulatory, noninstitutionalized adults aged ≥ 65 years; whereas the American College of Physicians/American Academy of Family Physicians recommend a goal of < 150 mm Hg for those aged ≥ 60 years without comorbidities and < 140 mm Hg for those with increased cardiovascular risk.1-3 Regardless of the specific threshold, agreement that some degree of BP control even in those with advanced age improves outcomes.2

First-line therapy for uncomplicated hypertension includes thiazide diuretics, long-acting calcium channel blockers, and renin-angiotensin system inhibitors. When choosing between these options, it is recommended to engage in shared decision making and to consider the patient’s comorbidities. Among patients who are likely to require a second agent (eg, if initial BP is > 20/10 mm Hg above goal), it is recommended to begin both drugs at the same time, preferably benazepril plus amlodipine due to the reduction in cardiovascular events reported in the ACCOMPLISH trial.4 If BP remains elevated despite 2 agents at moderate to maximum doses, it is important to investigate for secondary hypertension causes and to explore medication adherence as possible etiologies of treatment failure. Older adults are often at higher risk of adverse drug events due to age-related changes in pharmacodynamics. Despite this, there are no guidelines for choosing between different classes of antihypertensives in this population. We present a case of thiazide-induced hyponatremia in an older adult and review the risks of thiazide use in this population.

Case Presentation

A man aged > 90 years was admitted to the hospital after a syncopal episode. His history was significant for hypertension, hyperlipidemia, and vitamin D deficiency. At the time, his home medications were amlodipine 5 mg daily, atorvastatin 40 mg daily, ergocalciferol 50,000 IU weekly, and polyethylene glycol 17 g daily as needed. His syncope workup was unremarkable and included negative orthostatic vital signs, normal serial troponins, an electrocardiogram without ischemic changes, normal serum creatinine, sodium, and glucose, and a head computed tomography without any acute abnormality. Throughout the patient’s hospital stay, he had multiple elevated SBP readings, including many > 200 mm Hg. On discharge, in addition to continuing his home medications, he was started on valsartan 20 mg daily and enrolled in a remote BP monitoring program.

Three weeks later, the patient was seen by their primary care practitioner for follow-up. He reported adherence to his antihypertensive regimen. However, his remote BP monitoring revealed persistently elevated BPs, with an average of 179/79 mm Hg, a high of 205/85 mm Hg, and a low of 150/67 mm Hg over the previous 7 days. Laboratory tests obtained at the visit were notable for serum sodium of 138 mmol/L and potassium of 4.1 mmol/L. His weight was 87 kg. Given persistently elevated BP readings, in addition to continuing his amlodipine 5 mg daily and valsartan 20 mg daily, he was started on hydrochlorothiazide 25 mg daily, with plans to repeat a basic metabolic panel in 2 weeks.

Two weeks later, he fell after getting out of his bed. On examination, he was noted to have dry mucous membranes, and although no formal delirium screening was performed, he was able to repeat the months of the year backward. Vital signs were notable for positive postural hypertension, and his laboratory tests revealed a normal serum creatinine, serum sodium of 117 mmol/L (reference range, 135-145 mmol/L), serum potassium of 3.2 mmol/L (reference range, 3.0-5.0 mmol/L), a low serum osmolality, and urine sodium of 35 mmol/L most consistent with hypovolemic hypoosmotic hyponatremia secondary to thiazide initiation. The patient’s hydrochlorothiazide was discontinued, and he was admitted to the hospital for close monitoring. His sodium levels gradually normalized over the next 2 weeks without any other intervention.

Discussion

Although thiazide diuretics are recommended as first-line therapy for uncomplicated hypertension, they are known to cause electrolyte abnormalities, including hypomagnesemia, hypokalemia, and hyponatremia.4 These metabolic derangements are more likely to occur in older adults. One study of adults aged ≥ 65 years found that at 9 months of follow-up, 14.3% of new thiazide users had developed a thiazide-related metabolic adverse event (hyponatremia < 135 mmol/L, hypokalemia < 3.5 mmol/L, and decrease in estimated glomerular filtration rate by > 25%) compared with 6.0% of nonusers (P < .001; number needed to harm [NNH] = 12).5 In addition, 3.8% of new thiazide users had an emergency department visit or were hospitalized for complications related to thiazides compared with only 2.0% of nonusers (P = .02; NNH = 56).5 Independent risk factors for thiazide-induced hyponatremia include high-comorbidity burden, low body weight, low-normal or unmeasured serum sodium, low potassium, and aged > 70 years.5-7 Each 10-year increment in age is associated with a 2-fold increase in risk, suggesting that older adults are at a much higher risk for hyponatremia than their younger peers.6

Despite their designation as a first-line option for uncomplicated hypertension, thiazide diuretics may cause more harm than good in some older adults, especially those with additional risk factors for thiazide-induced hyponatremia. In this population, these adverse effects should be discussed before starting thiazides for the treatment of hypertension. If thiazides are initiated, they should be started at the lowest possible dose, and plans made to monitor bloodwork within 1 to 2 weeks of initiation or dose change and periodically thereafter while the patient remains on the therapy.

 

 

Medication Management in Older Adults

Due to the risks of medication use in older adults, the phrase “start low, go slow” is commonly used in geriatric medicine to describe the optimal method for initiation and up-titration of new medication with the hope of mitigating adverse drug events. In our case, we started valsartan at 20 mg daily—one-fourth the recommended initial dose. Although this strategy is reasonable to “start low,” we were not surprised to find that the patient’s BP did not markedly improve on such a low dose. The team could have increased the valsartan dose to a therapeutically efficacious dose before choosing to add another hypertensive agent. In alignment with geriatric prescribing principles, starting at the lowest possible dose of hydrochlorothiazide is recommended.5 However, the clinician started hydrochlorothiazide at 25 mg daily, potentially increasing this patient’s risk of electrolyte abnormalities and eventual fall.

Managing hypertension also invites a discussion of polypharmacy and medication adherence. Older adults are at risk of polypharmacy, defined as the prescription of 5 or more medications.8 Polypharmacy is associated with increased hospitalizations, higher costs of care for individuals and health care systems, increased risks of adverse drug events, medication nonadherence, and lower quality of life for patients.9 In some situations, the risks of polypharmacy may outweigh the benefits of using multiple antihypertensives with different mechanisms of action if patients can reach their BP goal on the maximum dose of a single agent. For patients taking multiple antihypertensives, it is important to routinely monitor BP and assess whether deprescribing is indicated. Cognitive impairment and decreased social support may affect medication adherence for older adults.6 Clinicians should be aware of strategies, such as medication reminders and pillboxes, to increase antihypertensive medication adherence. Polypills that contain 2 antihypertensives can be another tool used to manage older adults to increase adherence and decrease health care costs.10

figure

A current strategy that encompasses discussing many, if not all, of these noted elements is the Institute for Healthcare Improvement’s Age-Friendly Health System. This framework uses evidence-based tools to provide care for older adults across all clinical settings and highlights the 4Ms: what matters, medication, mentation, and mobility.11 Medication considers whether a medication is necessary, whether its use has benefits that outweigh the risks, and how it interacts with what matters, mentation, and mobility. In particular, what matters plays an important role in hypertension management in older adults given the recommended target BP differs, depending on which specialty organization guideline is followed. By better understanding what matters to patients, including their goals and priorities, clinicians can engage patients in shared decision making and provide individualized recommendations based on geriatric principles (eg, start low, go slow, principles of medication adherence) and patient comorbidities (eg, medical history and risk factors for hyponatremia) to help patients make a more informed choice about their antihypertensive treatment regimen (Figure).

Conclusions

This case illustrates the need for a specialized approach to hypertension management in older adults and the risks of thiazide diuretics in this population. Clinicians should consider BP goals, patient-specific factors, and principles of medication management in older adults. If initiating thiazide therapy, discuss the risks associated with use, start at the lowest possible dose, and monitor bloodwork within 1 to 2 weeks of initiation/dose change and periodically thereafter while the patient remains on the therapy to decrease the risk of adverse events. Finally, the Institute for Healthcare Improvement’s Age-Friendly Health System framework can be a useful when considering the addition of a new medication in an older adult’s treatment plan.

Acknowledgments

This material is the result of work supported with resources and the use of facilities at the New England Geriatrics Research, Education, and Clinical Center, Veterans Affairs Boston Healthcare System, and the Cincinnati VeteransAffairs Medical Center.

Hypertension is a major risk factor for heart disease, stroke, and kidney disease.The prevalence of hypertension increases with age, primarily due to age-related changes in arterial physiology.1 For older adults, current guidelines regarding blood pressure (BP) treatment goals vary. The American Heart Association/American College of Cardiology 2017 clinical practice guidelines recommend a systolic BP (SBP) treatment goal of < 130 mm Hg for community-dwelling, ambulatory, noninstitutionalized adults aged ≥ 65 years; whereas the American College of Physicians/American Academy of Family Physicians recommend a goal of < 150 mm Hg for those aged ≥ 60 years without comorbidities and < 140 mm Hg for those with increased cardiovascular risk.1-3 Regardless of the specific threshold, agreement that some degree of BP control even in those with advanced age improves outcomes.2

First-line therapy for uncomplicated hypertension includes thiazide diuretics, long-acting calcium channel blockers, and renin-angiotensin system inhibitors. When choosing between these options, it is recommended to engage in shared decision making and to consider the patient’s comorbidities. Among patients who are likely to require a second agent (eg, if initial BP is > 20/10 mm Hg above goal), it is recommended to begin both drugs at the same time, preferably benazepril plus amlodipine due to the reduction in cardiovascular events reported in the ACCOMPLISH trial.4 If BP remains elevated despite 2 agents at moderate to maximum doses, it is important to investigate for secondary hypertension causes and to explore medication adherence as possible etiologies of treatment failure. Older adults are often at higher risk of adverse drug events due to age-related changes in pharmacodynamics. Despite this, there are no guidelines for choosing between different classes of antihypertensives in this population. We present a case of thiazide-induced hyponatremia in an older adult and review the risks of thiazide use in this population.

Case Presentation

A man aged > 90 years was admitted to the hospital after a syncopal episode. His history was significant for hypertension, hyperlipidemia, and vitamin D deficiency. At the time, his home medications were amlodipine 5 mg daily, atorvastatin 40 mg daily, ergocalciferol 50,000 IU weekly, and polyethylene glycol 17 g daily as needed. His syncope workup was unremarkable and included negative orthostatic vital signs, normal serial troponins, an electrocardiogram without ischemic changes, normal serum creatinine, sodium, and glucose, and a head computed tomography without any acute abnormality. Throughout the patient’s hospital stay, he had multiple elevated SBP readings, including many > 200 mm Hg. On discharge, in addition to continuing his home medications, he was started on valsartan 20 mg daily and enrolled in a remote BP monitoring program.

Three weeks later, the patient was seen by their primary care practitioner for follow-up. He reported adherence to his antihypertensive regimen. However, his remote BP monitoring revealed persistently elevated BPs, with an average of 179/79 mm Hg, a high of 205/85 mm Hg, and a low of 150/67 mm Hg over the previous 7 days. Laboratory tests obtained at the visit were notable for serum sodium of 138 mmol/L and potassium of 4.1 mmol/L. His weight was 87 kg. Given persistently elevated BP readings, in addition to continuing his amlodipine 5 mg daily and valsartan 20 mg daily, he was started on hydrochlorothiazide 25 mg daily, with plans to repeat a basic metabolic panel in 2 weeks.

Two weeks later, he fell after getting out of his bed. On examination, he was noted to have dry mucous membranes, and although no formal delirium screening was performed, he was able to repeat the months of the year backward. Vital signs were notable for positive postural hypertension, and his laboratory tests revealed a normal serum creatinine, serum sodium of 117 mmol/L (reference range, 135-145 mmol/L), serum potassium of 3.2 mmol/L (reference range, 3.0-5.0 mmol/L), a low serum osmolality, and urine sodium of 35 mmol/L most consistent with hypovolemic hypoosmotic hyponatremia secondary to thiazide initiation. The patient’s hydrochlorothiazide was discontinued, and he was admitted to the hospital for close monitoring. His sodium levels gradually normalized over the next 2 weeks without any other intervention.

Discussion

Although thiazide diuretics are recommended as first-line therapy for uncomplicated hypertension, they are known to cause electrolyte abnormalities, including hypomagnesemia, hypokalemia, and hyponatremia.4 These metabolic derangements are more likely to occur in older adults. One study of adults aged ≥ 65 years found that at 9 months of follow-up, 14.3% of new thiazide users had developed a thiazide-related metabolic adverse event (hyponatremia < 135 mmol/L, hypokalemia < 3.5 mmol/L, and decrease in estimated glomerular filtration rate by > 25%) compared with 6.0% of nonusers (P < .001; number needed to harm [NNH] = 12).5 In addition, 3.8% of new thiazide users had an emergency department visit or were hospitalized for complications related to thiazides compared with only 2.0% of nonusers (P = .02; NNH = 56).5 Independent risk factors for thiazide-induced hyponatremia include high-comorbidity burden, low body weight, low-normal or unmeasured serum sodium, low potassium, and aged > 70 years.5-7 Each 10-year increment in age is associated with a 2-fold increase in risk, suggesting that older adults are at a much higher risk for hyponatremia than their younger peers.6

Despite their designation as a first-line option for uncomplicated hypertension, thiazide diuretics may cause more harm than good in some older adults, especially those with additional risk factors for thiazide-induced hyponatremia. In this population, these adverse effects should be discussed before starting thiazides for the treatment of hypertension. If thiazides are initiated, they should be started at the lowest possible dose, and plans made to monitor bloodwork within 1 to 2 weeks of initiation or dose change and periodically thereafter while the patient remains on the therapy.

 

 

Medication Management in Older Adults

Due to the risks of medication use in older adults, the phrase “start low, go slow” is commonly used in geriatric medicine to describe the optimal method for initiation and up-titration of new medication with the hope of mitigating adverse drug events. In our case, we started valsartan at 20 mg daily—one-fourth the recommended initial dose. Although this strategy is reasonable to “start low,” we were not surprised to find that the patient’s BP did not markedly improve on such a low dose. The team could have increased the valsartan dose to a therapeutically efficacious dose before choosing to add another hypertensive agent. In alignment with geriatric prescribing principles, starting at the lowest possible dose of hydrochlorothiazide is recommended.5 However, the clinician started hydrochlorothiazide at 25 mg daily, potentially increasing this patient’s risk of electrolyte abnormalities and eventual fall.

Managing hypertension also invites a discussion of polypharmacy and medication adherence. Older adults are at risk of polypharmacy, defined as the prescription of 5 or more medications.8 Polypharmacy is associated with increased hospitalizations, higher costs of care for individuals and health care systems, increased risks of adverse drug events, medication nonadherence, and lower quality of life for patients.9 In some situations, the risks of polypharmacy may outweigh the benefits of using multiple antihypertensives with different mechanisms of action if patients can reach their BP goal on the maximum dose of a single agent. For patients taking multiple antihypertensives, it is important to routinely monitor BP and assess whether deprescribing is indicated. Cognitive impairment and decreased social support may affect medication adherence for older adults.6 Clinicians should be aware of strategies, such as medication reminders and pillboxes, to increase antihypertensive medication adherence. Polypills that contain 2 antihypertensives can be another tool used to manage older adults to increase adherence and decrease health care costs.10

figure

A current strategy that encompasses discussing many, if not all, of these noted elements is the Institute for Healthcare Improvement’s Age-Friendly Health System. This framework uses evidence-based tools to provide care for older adults across all clinical settings and highlights the 4Ms: what matters, medication, mentation, and mobility.11 Medication considers whether a medication is necessary, whether its use has benefits that outweigh the risks, and how it interacts with what matters, mentation, and mobility. In particular, what matters plays an important role in hypertension management in older adults given the recommended target BP differs, depending on which specialty organization guideline is followed. By better understanding what matters to patients, including their goals and priorities, clinicians can engage patients in shared decision making and provide individualized recommendations based on geriatric principles (eg, start low, go slow, principles of medication adherence) and patient comorbidities (eg, medical history and risk factors for hyponatremia) to help patients make a more informed choice about their antihypertensive treatment regimen (Figure).

Conclusions

This case illustrates the need for a specialized approach to hypertension management in older adults and the risks of thiazide diuretics in this population. Clinicians should consider BP goals, patient-specific factors, and principles of medication management in older adults. If initiating thiazide therapy, discuss the risks associated with use, start at the lowest possible dose, and monitor bloodwork within 1 to 2 weeks of initiation/dose change and periodically thereafter while the patient remains on the therapy to decrease the risk of adverse events. Finally, the Institute for Healthcare Improvement’s Age-Friendly Health System framework can be a useful when considering the addition of a new medication in an older adult’s treatment plan.

Acknowledgments

This material is the result of work supported with resources and the use of facilities at the New England Geriatrics Research, Education, and Clinical Center, Veterans Affairs Boston Healthcare System, and the Cincinnati VeteransAffairs Medical Center.

References

1. Whelton PK, Carey RM, Aronow WS, et al. 2017 ACC/AHA/AAPA/ABC/ACPM/AGS/APhA/ASH/ASPC/NMA/PCNA Guideline for the Prevention, Detection, Evaluation and Management of High Blood Pressure in Adults: A Report of the American College of Cardiology/American Heart Association Task Force on Clinical Practice Guidelines. J Am Coll Cardiol. 2018;71(19):e127-e248. doi:10.1016/j.jacc.2017.11.006

2. Davis LL. Hypertension: how low to go when treating older adults. J Nurse Pract. 2019;15(1):1-6. doi:10.1016/j.nurpra.2018.10.010

3. Qaseem A, Wilt TJ, Rich R, et al. Pharmacologic Treatment of Hypertension in Adults Aged 60 Years or Older to Higher Versus Lower Blood Pressure Targets: A Clinical Practice Guideline From the American College of Physicians and the American Academy of Family Physicians. Ann Intern Med. 2017;166(6):430-437. doi:10.7326/M16-1785

4. Aronow WS, Fleg JL, Pepine CJ, et al. ACCF/AHA 2011 expert consensus document on hypertension in the elderly: a report of the American College of Cardiology Foundation Task Force on Clinical Expert Consensus documents developed in collaboration with the American Academy of Neurology, American Geriatrics Society, American Society for Preventive Cardiology, American Society of Hypertension, American Society of Nephrology, Association of Black Cardiologists, and European Society of Hypertension. J Am Coll Cardiol. 2011;57(20):2037-2114. doi:10.1016/j.jacc.2011.01.008

5. Makam AN, Boscardin WJ, Miao Y, Steinman MA. Risk of thiazide-induced metabolic adverse events in older adults. J Am Geriatr Soc. 2014;62(6):1039-1045. doi:10.1111/jgs.12839

6. Chow KM, Szeto CC, Wong TY, Leung CB, Li PK. Risk factors for thiazide-induced hyponatraemia. QJM. 2003;96(12):911-917. doi:10.1093/qjmed/hcg157

7. Clayton JA, Rodgers S, Blakey J, Avery A, Hall IP. Thiazide diuretic prescription and electrolyte abnormalities in primary care. Br J Clin Pharmacol. 2006;61(1):87-95. doi:10.1111/j.1365-2125.2005.02531.x

8. Shah BM, Hajjar ER. Polypharmacy, adverse drug reactions, and geriatric syndromes. Clin Geriatr Med. 2012;28(2):173-186. doi:10.1016/j.cger.2012.01.002

9. Benetos A, Petrovic M, Strandberg T. Hypertension management in older and frail older patients. Circ Res. 2019;124(7):1045-1060. doi:10.1161/CIRCRESAHA.118.313236

10. Sherrill B, Halpern M, Khan S, Zhang J, Panjabi S. Single-pill vs free-equivalent combination therapies for hypertension: a meta-analysis of health care costs and adherence. J Clin Hypertens (Greenwich). 2011;13(12):898-909. doi:10.1111/j.1751-7176.2011.00550.x

11. Mate K, Fulmer T, Pelton L, et al. Evidence for the 4Ms: interactions and outcomes across the care continuum. J Aging Health. 2021;33(7-8):469-481. doi:10.1177/0898264321991658

References

1. Whelton PK, Carey RM, Aronow WS, et al. 2017 ACC/AHA/AAPA/ABC/ACPM/AGS/APhA/ASH/ASPC/NMA/PCNA Guideline for the Prevention, Detection, Evaluation and Management of High Blood Pressure in Adults: A Report of the American College of Cardiology/American Heart Association Task Force on Clinical Practice Guidelines. J Am Coll Cardiol. 2018;71(19):e127-e248. doi:10.1016/j.jacc.2017.11.006

2. Davis LL. Hypertension: how low to go when treating older adults. J Nurse Pract. 2019;15(1):1-6. doi:10.1016/j.nurpra.2018.10.010

3. Qaseem A, Wilt TJ, Rich R, et al. Pharmacologic Treatment of Hypertension in Adults Aged 60 Years or Older to Higher Versus Lower Blood Pressure Targets: A Clinical Practice Guideline From the American College of Physicians and the American Academy of Family Physicians. Ann Intern Med. 2017;166(6):430-437. doi:10.7326/M16-1785

4. Aronow WS, Fleg JL, Pepine CJ, et al. ACCF/AHA 2011 expert consensus document on hypertension in the elderly: a report of the American College of Cardiology Foundation Task Force on Clinical Expert Consensus documents developed in collaboration with the American Academy of Neurology, American Geriatrics Society, American Society for Preventive Cardiology, American Society of Hypertension, American Society of Nephrology, Association of Black Cardiologists, and European Society of Hypertension. J Am Coll Cardiol. 2011;57(20):2037-2114. doi:10.1016/j.jacc.2011.01.008

5. Makam AN, Boscardin WJ, Miao Y, Steinman MA. Risk of thiazide-induced metabolic adverse events in older adults. J Am Geriatr Soc. 2014;62(6):1039-1045. doi:10.1111/jgs.12839

6. Chow KM, Szeto CC, Wong TY, Leung CB, Li PK. Risk factors for thiazide-induced hyponatraemia. QJM. 2003;96(12):911-917. doi:10.1093/qjmed/hcg157

7. Clayton JA, Rodgers S, Blakey J, Avery A, Hall IP. Thiazide diuretic prescription and electrolyte abnormalities in primary care. Br J Clin Pharmacol. 2006;61(1):87-95. doi:10.1111/j.1365-2125.2005.02531.x

8. Shah BM, Hajjar ER. Polypharmacy, adverse drug reactions, and geriatric syndromes. Clin Geriatr Med. 2012;28(2):173-186. doi:10.1016/j.cger.2012.01.002

9. Benetos A, Petrovic M, Strandberg T. Hypertension management in older and frail older patients. Circ Res. 2019;124(7):1045-1060. doi:10.1161/CIRCRESAHA.118.313236

10. Sherrill B, Halpern M, Khan S, Zhang J, Panjabi S. Single-pill vs free-equivalent combination therapies for hypertension: a meta-analysis of health care costs and adherence. J Clin Hypertens (Greenwich). 2011;13(12):898-909. doi:10.1111/j.1751-7176.2011.00550.x

11. Mate K, Fulmer T, Pelton L, et al. Evidence for the 4Ms: interactions and outcomes across the care continuum. J Aging Health. 2021;33(7-8):469-481. doi:10.1177/0898264321991658

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Hypoglycemia and weight gain are well-known adverse effects that can result from insulin and sulfonylureas in patients with type 2 diabetes mellitus (T2DM).1,2 Insulin and sulfonylurea medications can cause additional weight gain in patients who are overweight or obese, which can increase the burden of diabetes therapy with added medications, raise the risk of hypoglycemia complications, and raise atherosclerotic cardiovascular disease risk factors.3 Although increasing the insulin or sulfonylurea dose is an option health care practitioners or pharmacists have, this approach can increase the risk of hypoglycemia, especially in older adults, such as the veteran population, which could lead to complications, such as falls.2

Previous studies focusing on hypoglycemic events in patients with T2DM showed that glucagon-like peptide-1 (GLP-1) agonist monotherapy has a low incidence of a hypoglycemic events. However, when a GLP-1 agonist is combined with insulin or sulfonylureas, patients have an increased chance of a hypoglycemic event.3-8 According to the prescribing information for semaglutide, 1.6% to 3.8% of patients on a GLP-1 agonist monotherapy reported a documented symptomatic hypoglycemic event (blood glucose ≤ 70 mg/dL), based on semaglutide dosing. 9 Patients on combination therapy of a GLP-1 agonist and basal insulin and a GLP-1 agonist and a sulfonylurea reported a documented symptomatic hypoglycemic event ranging from 16.7% to 29.8% and 17.3% to 24.4%, respectively.9 The incidences of hypoglycemia thus dramatically increase with combination therapy of a GLP-1 agonist plus insulin or a sulfonylurea.

When adding a GLP-1 agonist to insulin or a sulfonylurea, clinicians must be mindful of the increased risk of hypoglycemia. Per the warnings and precautions in the prescribing information of GLP-1 agonists, concomitant use with insulin or a sulfonylurea may increase the risk of hypoglycemia, and reducing the dose of insulin or a sulfonylurea may be necessary.9-11 According to the American College of Cardiology guidelines, when starting a GLP-1 agonist, the insulin dose should be decreased by about 20% in patients with a well-controlled hemoglobin A1c (HbA1c).12

This study aimed to determine the percentage of patients who required dose reductions or discontinuations of insulin and sulfonylureas with the addition of a GLP-1 agonist. Understanding necessary dose reductions or discontinuations of these concomitant diabetes agents can assist pharmacists in preventing hypoglycemia and minimizing weight gain.

Methods

This clinical review was a single-center, retrospective chart review of patients prescribed a GLP-1 agonist while on insulin or a sulfonylurea between January 1, 2019, and September 30, 2022, at the Wilkes-Barre Veterans Affairs Medical Center (WBVAMC) in Pennsylvania and managed in a pharmacist-led patient aligned care team (PACT) clinic. It was determined by the US Department of Veterans Affairs Office of Research and Development that an institutional review board or other review committee approval was not needed for this nonresearch Veterans Health Administration quality assurance and improvement project. Patients aged ≥ 18 years were included in this study. Patients were excluded if they were not on insulin or a sulfonylurea when starting a GLP-1 agonist, started a GLP-1 agonist outside of the retrospective chart review dates, or were prescribed a GLP-1 agonist by anyone other than a pharmacist in their PACT clinic. This included if a GLP-1 agonist was prescribed by a primary care physician, endocrinologist, or someone outside the VA system.

The primary study outcomes were to determine the percentage of patients with a dose reduction of insulin or sulfonylurea and discontinuation of insulin or a sulfonylurea at intervals of 0 (baseline), 3, 6, and 12 months. Secondary outcomes included changes in HbA1c and body weight measured at the same intervals of 0 (baseline), 3, 6, and 12 months.
Data were collected using the VA Computerized Patient Record System (CPRS) and stored in a locked spreadsheet. Descriptive statistics were used to analyze the data. Patient data included the number of patients on insulin or a sulfonylurea when initiating a GLP-1 agonist, the percentage of patients started on a certain GLP-1 agonist (dulaglutide, liraglutide, exenatide, and semaglutide), and the percentage of patients with a baseline HbA1c of < 8%, 8% to 10%, and > 10%. The GLP-1 agonist formulary was adjusted during the time of this retrospective chart review. Patients who were not on semaglutide were switched over if they were on another GLP-1 agonist as semaglutide became the preferred GLP-1 agonist.

Patients were considered to have a dose reduction or discontinuation of insulin or a sulfonylurea if the dose or medication they were on decreased or was discontinued permanently within 12 months of starting a GLP-1 agonist. For example, if a patient who was administering 10 units of insulin daily was decreased to 8 but later increased back to 10, this was not counted as a dose reduction. If a patient discontinued insulin or a sulfonylurea and then restarted it within 12 months of initiating a GLP-1 agonist, this was not counted as a discontinuation.

 

 

Results

This retrospective review included 136 patients; 96 patients taking insulin and 54 taking a sulfonylurea when they started a GLP-1 agonist. Fourteen patients were on both. Criteria for use, which are clinical criteria to determine if a patient is eligible for the use of a given medication, are used within the VA. The inclusion criteria for a patient initiating a GLP-1 agonist is that the patient must have atherosclerotic cardiovascular disease or chronic kidney disease with the patient receiving metformin (unless unable to use metformin) and empagliflozin (unless unable to use empagliflozin).

table

The baseline mean age and weight for the patient population in this retrospective chart review was 70.7 years and 238.2 lb, respectively. Ninety-six patients (70.6%) were started on semaglutide, 27 (19.9%) on dulaglutide, 12 (8.8%) on liraglutide, and 1 (0.7%) on exenatide. The mean HbA1c when patients initiated a GLP-1 agonist was 8.6%. When starting a GLP-1 agonist, 34 patients (25.0%) had an HbA1c < 8%, 89 (65.4%) had an HbA1c between 8% to 10%, and 13 (9.6%) had an HbA1c > 10% (Table).

figure

For the primary results, 25 patients (26.0%) had a dose reduction of insulin when they started a GLP-1 agonist, and 55 patients (57.3%) had at least 1 insulin dose reduction within the year follow-up. Seven patients (13.0%) had a dose reduction of a sulfonylurea when they started a GLP-1 agonist, and 16 patients (29.6%) had at least 1 dose reduction of a sulfonylurea within the year follow-up. Six patients (6.3%) discontinued insulin use when they initially started a GLP-1 agonist, and 14 patients (14.6%) discontinued insulin use within the year follow-up. Eleven patients (20.4%) discontinued sulfonylurea use when they initially started a GLP-1 agonist, and 21 patients (38.9%) discontinued sulfonylurea use within the year follow-up (Figure).

Fourteen patients were on both insulin and a sulfonylurea. Two patients (14.3%) had a dose reduction of insulin when they started a GLP-1 agonist, and 5 (35.7%) had ≥ 1 insulin dose reduction within the year follow-up. Three patients (21.4%) had a dose reduction of a sulfonylurea when they started a GLP-1 agonist, and 6 (42.9%) had ≥ 1 dose reduction of a sulfonylurea within the year follow-up. Seven patients (50.0%) discontinued sulfonylurea and 3 (21.4%) discontinued insulin at any time throughout the year. The majority of the discontinuations were at the initial start of GLP-1 agonist therapy.

The mean HbA1c for patients on GLP-1 agonist was 8.6% at baseline, 8.0% at 0 to 3 months, 7.6% at 3 to 6 months, and 7.5% at 12 months. Patients experienced a mean HbA1c reduction of 1.1%. The mean weight when a GLP-1 agonist was started was 238.2 lb, 236.0 lb at 0 to 3 months, 223.8 lb at 3 to 6 months, and 224.3 lb after 12 months. Study participants lost a mean weight of 13.9 lb while on a GLP-1 agonist.

Discussion

While this study did not examine why there were dose reductions or discontinuations, we can hypothesize that insulin or sulfonylureas were reduced or discontinued due to a myriad of reasons, such as prophylactic dosing per guidelines, patients having a hypoglycemic event, or pharmacists anticipating potential low blood glucose trends. Also, there could have been numerous reasons GLP-1 agonists were started in patients on insulin or a sulfonylurea, such as HbA1c not being within goal range, cardiovascular benefits (reduce risk of stroke, heart attack, and death), weight loss, and renal protection, such as preventing albuminuria.13,14

This retrospective chart review found a large proportion of patients had a dose reduction of insulin (57.3%) or sulfonylurea (29.6%). The percentage of patients with a dose reduction was potentially underestimated as patients were not counted if they discontinued insulin or sulfonylurea. Concomitant use of GLP-1 agonists with insulin or a sulfonylurea may increase the risk of hypoglycemia and reducing the dose of insulin or a sulfonylurea may be necessary.9-11 The dose reductions in this study show that pharmacists within pharmacy-led PACT clinics monitor for or attempt to prevent hypoglycemia, which aligns with the prescribing information of GLP-1 agonists. While increasing the insulin or sulfonylurea dose is an option for patients, this approach can increase the risk of hypoglycemia, especially in an older population, like this one with a mean age > 70 years. The large proportions of patients with dose reductions or insulin and sulfonylurea discontinuations suggest that pharmacists may need to take a more cautious approach when initiating a GLP-1 agonist to prevent adverse health outcomes related to low blood sugar for older adults, such as falls and fractures.

Insulin was discontinued in 20.4% of patients and sulfonylurea was discontinued in 38.9% of patients within 12 months after starting a GLP-1 agonist. When a patient was on both insulin and a sulfonylurea, the percentage of patients who discontinued insulin (21.4%) or a sulfonylurea (50.0%) was higher compared with patients just on insulin (14.6%) or a sulfonylurea (38.9%) alone. Patients on both insulin and a sulfonylurea may need closer monitoring due to a higher incidence of discontinuations when these diabetes agents are administered in combination.

 

 

Within 12 months of patients receiving a GLP-1 agonist, the mean HbA1c reduction was 1.1%, which is comparable to other GLP-1 agonist clinical trials. For semaglutide 0.5 mg and 1.0 mg dosages, the mean HbA1c reduction was 1.4% and 1.6%, respectively.9 For dulaglutide 0.75 mg and 1.5 mg dosages, the mean HbA1c reduction ranged from 0.7% to 1.6% and 0.8% to 1.6%, respectively.10 For liraglutide 1.8 mg dosage, the mean HbA1c reduction ranged from 1.0% to 1.5%.11 The mean weight loss in this study was 13.9 lb. Along with HbA1c, weight loss in this review was comparable to other GLP-1 agonist clinical trials. Patients administering semaglutide lost up to 14 lb, patients taking dulaglutide lost up to 10.1 lb, and patients on liraglutide lost on average 6.2 lb.9-11 Even with medications such as insulin and sulfonylurea that have the side effects of hypoglycemia and weight gain, adding a GLP-1 agonist showed a reduction in HbA1c and weight loss relatively similar to previous clinical trials.

A study on the effects of adding semaglutide to insulin regimens in March 2023 by Meyer and colleagues displayed similar results to this retrospective chart review. That study concluded that there was blood glucose improvement (HbA1c reduction of 1.3%) in patients after 6 months despite a decrease in the insulin dose. Also, patients lost a mean weight of 11 lb during the 6-month trial.3 This retrospective chart review at the WBVAMC adds to the body of research that supports potential reductions or discontinuations of insulin and/or sulfonylureas with the addition of a GLP-1 agonist.

Limitations

Several limitations of this study should be considered when evaluating the results. This review was comprised of a mostly older, male population, which results in a low generalizability to organizations other than VA medical centers. In addition, this study only evaluated patients on a GLP-1 agonist followed in a pharmacist-led PACT clinic. This study excluded patients who were prescribed a GLP-1 agonist by an endocrinologist or a pharmacist at one of the community-based outpatient clinics affiliated with WBVAMC, or a pharmacist or clinician outside the VA. The sole focus of this study was patients in a pharmacist-led VAMC clinic. Not all patient data may have been included in the study. If a patient did not have an appointment at baseline, 3, 6, and 12 months or did not obtain laboratory tests, HbA1c and weights were not recorded. Data were collected during the COVID-19 pandemic and in-person appointments were potentially switched to phone or video appointments. There were many instances during this chart review where a weight was not recorded at each time interval. Also, this study did not consider any other diabetes medications the patient was taking. There were many instances where the patient was taking metformin and/or sodium-glucose cotransporter-2 (SGLT-2) inhibitors. These medications along with diet could have affected the weight results as metformin is weight neutral and SGLT-2 inhibitors promote weight loss.15 Lastly, this study did not evaluate the amount of insulin reduced, only if there was a dose reduction or discontinuation of insulin and/or a sulfonylurea.

Conclusions

Dose reductions and a discontinuation of insulin or a sulfonylurea with the addition of a GLP-1 agonist may be needed. Patients on both insulin and a sulfonylurea may need closer monitoring due to the higher incidences of discontinuations compared with patients on just 1 of these agents. Dose reductions or discontinuations of these diabetic agents can promote positive patient outcomes, such as preventing hypoglycemia, minimizing weight gain, increasing weight loss, and reducing HbA1c levels.

Acknowledgments

This material is the result of work supported with resources and the use of facilities at the Wilkes-Barre Veterans Affairs Medical Center in Pennsylvania.

References

1. ElSayed NA, Aleppo G, Aroda VR, et al. 8. Obesity and weight management for the prevention and treatment of type 2 diabetes: standards of care in diabetes-2023. Diabetes Care. 2023;46(suppl 1):S128-S139. doi:10.2337/dc23-S008

2. ElSayed NA, Aleppo G, Aroda VE, et al. Older adults: standards of care in diabetes-2023. Diabetes Care. 2023;46(suppl 1):S216-S229. doi:10.2337/dc23-S013

3. Meyer J, Dreischmeier E, Lehmann M, Phelan J. The effects of adding semaglutide to high daily dose insulin regimens in patients with type 2 diabetes. Ann Pharmacother. 2023;57(3):241-250. doi:10.1177/10600280221107381

4. Rodbard HW, Lingvay I, Reed J, et al. Semaglutide added to basal insulin in type 2 diabetes (SUSTAIN 5): a randomized, controlled trial. J Clin Endocrinol Metab. 2018;103(6):2291-2301. doi:10.1210/jc.2018-00070

5. Anderson SL, Trujillo JM. Basal insulin use with GLP-1 receptor agonists. Diabetes Spectr. 2016;29(3):152-160. doi:10.2337/diaspect.29.3.152

6. Castek SL, Healey LC, Kania DS, Vernon VP, Dawson AJ. Assessment of glucagon-like peptide-1 receptor agonists in veterans taking basal/bolus insulin regimens. Fed Pract. 2022;39(suppl 5):S18-S23. doi:10.12788/fp.0317

7. Chen M, Vider E, Plakogiannis R. Insulin dosage adjustments after initiation of GLP-1 receptor agonists in patients with type 2 diabetes. J Pharm Pract. 2022;35(4):511-517. doi:10.1177/0897190021993625

8. Seino Y, Min KW, Niemoeller E, Takami A; EFC10887 GETGOAL-L Asia Study Investigators. Randomized, double-blind, placebo-controlled trial of the once-daily GLP-1 receptor agonist lixisenatide in Asian patients with type 2 diabetes insufficiently controlled on basal insulin with or without a sulfonylurea (GetGoal-L-Asia). Diabetes Obes Metab. 2012;14(10):910-917. doi:10.1111/j.1463-1326.2012.01618.x.

9. Ozempic (semaglutide) injection. Package insert. Novo Nordisk Inc; 2022. https://www.ozempic.com/prescribing-information.html

10. Trulicity (dulaglutide) injection. Prescribing information. Lilly and Company; 2022. Accessed December 20, 2023. https://pi.lilly.com/us/trulicity-uspi.pdf

11. Victoza (liraglutide) injection. Prescribing information. Novo Nordisk Inc; 2022. Accessed December 20, 2023. https://www.novo-pi.com/victoza.pdf

12. Das SR, Everett BM, Birtcher KK, et al. 2020 expert consensus decision pathway on novel therapies for cardiovascular risk reduction in patients with type 2 diabetes: a report of the American College of Cardiology Solution Set Oversight Committee. J Am Coll Cardiol. 2020;76(9):1117-1145. doi:10.1016/j.jacc.2020.05.037

13. Granata A, Maccarrone R, Anzaldi M, et al. GLP-1 receptor agonists and renal outcomes in patients with diabetes mellitus type 2 and diabetic kidney disease: state of the art. Clin Kidney J. 2022;15(9):1657-1665. Published 2022 Mar 12. doi:10.1093/ckj/sfac069

14. Marx N, Husain M, Lehrke M, Verma S, Sattar N. GLP-1 receptor agonists for the reduction of atherosclerotic cardiovascular risk in patients with type 2 diabetes. Circulation. 2022;146(24):1882-1894. doi:10.1161/CIRCULATIONAHA.122.059595

15. Davies MJ, Aroda VR, Collins BS, et al. Management of hyperglycaemia in type 2 diabetes, 2022. A consensus report by the American Diabetes Association (ADA) and the European Association for the Study of Diabetes (EASD). Diabetologia. 2022;65(12):1925-1966. doi:10.1007/s00125-022-05787-2

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Emily Herron, PharmDa; Joseph Cencetti, PharmD, BCACP, CLSa; James Matis, PharmDa

Correspondence: Emily Herron ([email protected])

aWilkes-Barre Veterans Affairs Medical Center, Pennsylvania

Author disclosures

The authors report no actual or potential conflicts of interest or outside sources of funding with regard to this article.

Disclaimer

The opinions expressed herein are those of the authors and do not necessarily reflect those of Federal Practitioner, Frontline Medical Communications Inc., the U.S. Government, or any of its agencies. This article may discuss unlabeled or investigational use of certain drugs. Please review the complete prescribing information for specific drugs or drug combinations—including indications, contraindications, warnings, and adverse effects—before administering pharmacologic therapy to patients.

Ethics and consent

It was determined that this project description approval by an institutional review board or other review committee was not needed. The project was a nonresearch Veteran Health Administration operations activity.

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Emily Herron, PharmDa; Joseph Cencetti, PharmD, BCACP, CLSa; James Matis, PharmDa

Correspondence: Emily Herron ([email protected])

aWilkes-Barre Veterans Affairs Medical Center, Pennsylvania

Author disclosures

The authors report no actual or potential conflicts of interest or outside sources of funding with regard to this article.

Disclaimer

The opinions expressed herein are those of the authors and do not necessarily reflect those of Federal Practitioner, Frontline Medical Communications Inc., the U.S. Government, or any of its agencies. This article may discuss unlabeled or investigational use of certain drugs. Please review the complete prescribing information for specific drugs or drug combinations—including indications, contraindications, warnings, and adverse effects—before administering pharmacologic therapy to patients.

Ethics and consent

It was determined that this project description approval by an institutional review board or other review committee was not needed. The project was a nonresearch Veteran Health Administration operations activity.

Author and Disclosure Information

Emily Herron, PharmDa; Joseph Cencetti, PharmD, BCACP, CLSa; James Matis, PharmDa

Correspondence: Emily Herron ([email protected])

aWilkes-Barre Veterans Affairs Medical Center, Pennsylvania

Author disclosures

The authors report no actual or potential conflicts of interest or outside sources of funding with regard to this article.

Disclaimer

The opinions expressed herein are those of the authors and do not necessarily reflect those of Federal Practitioner, Frontline Medical Communications Inc., the U.S. Government, or any of its agencies. This article may discuss unlabeled or investigational use of certain drugs. Please review the complete prescribing information for specific drugs or drug combinations—including indications, contraindications, warnings, and adverse effects—before administering pharmacologic therapy to patients.

Ethics and consent

It was determined that this project description approval by an institutional review board or other review committee was not needed. The project was a nonresearch Veteran Health Administration operations activity.

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Article PDF

Hypoglycemia and weight gain are well-known adverse effects that can result from insulin and sulfonylureas in patients with type 2 diabetes mellitus (T2DM).1,2 Insulin and sulfonylurea medications can cause additional weight gain in patients who are overweight or obese, which can increase the burden of diabetes therapy with added medications, raise the risk of hypoglycemia complications, and raise atherosclerotic cardiovascular disease risk factors.3 Although increasing the insulin or sulfonylurea dose is an option health care practitioners or pharmacists have, this approach can increase the risk of hypoglycemia, especially in older adults, such as the veteran population, which could lead to complications, such as falls.2

Previous studies focusing on hypoglycemic events in patients with T2DM showed that glucagon-like peptide-1 (GLP-1) agonist monotherapy has a low incidence of a hypoglycemic events. However, when a GLP-1 agonist is combined with insulin or sulfonylureas, patients have an increased chance of a hypoglycemic event.3-8 According to the prescribing information for semaglutide, 1.6% to 3.8% of patients on a GLP-1 agonist monotherapy reported a documented symptomatic hypoglycemic event (blood glucose ≤ 70 mg/dL), based on semaglutide dosing. 9 Patients on combination therapy of a GLP-1 agonist and basal insulin and a GLP-1 agonist and a sulfonylurea reported a documented symptomatic hypoglycemic event ranging from 16.7% to 29.8% and 17.3% to 24.4%, respectively.9 The incidences of hypoglycemia thus dramatically increase with combination therapy of a GLP-1 agonist plus insulin or a sulfonylurea.

When adding a GLP-1 agonist to insulin or a sulfonylurea, clinicians must be mindful of the increased risk of hypoglycemia. Per the warnings and precautions in the prescribing information of GLP-1 agonists, concomitant use with insulin or a sulfonylurea may increase the risk of hypoglycemia, and reducing the dose of insulin or a sulfonylurea may be necessary.9-11 According to the American College of Cardiology guidelines, when starting a GLP-1 agonist, the insulin dose should be decreased by about 20% in patients with a well-controlled hemoglobin A1c (HbA1c).12

This study aimed to determine the percentage of patients who required dose reductions or discontinuations of insulin and sulfonylureas with the addition of a GLP-1 agonist. Understanding necessary dose reductions or discontinuations of these concomitant diabetes agents can assist pharmacists in preventing hypoglycemia and minimizing weight gain.

Methods

This clinical review was a single-center, retrospective chart review of patients prescribed a GLP-1 agonist while on insulin or a sulfonylurea between January 1, 2019, and September 30, 2022, at the Wilkes-Barre Veterans Affairs Medical Center (WBVAMC) in Pennsylvania and managed in a pharmacist-led patient aligned care team (PACT) clinic. It was determined by the US Department of Veterans Affairs Office of Research and Development that an institutional review board or other review committee approval was not needed for this nonresearch Veterans Health Administration quality assurance and improvement project. Patients aged ≥ 18 years were included in this study. Patients were excluded if they were not on insulin or a sulfonylurea when starting a GLP-1 agonist, started a GLP-1 agonist outside of the retrospective chart review dates, or were prescribed a GLP-1 agonist by anyone other than a pharmacist in their PACT clinic. This included if a GLP-1 agonist was prescribed by a primary care physician, endocrinologist, or someone outside the VA system.

The primary study outcomes were to determine the percentage of patients with a dose reduction of insulin or sulfonylurea and discontinuation of insulin or a sulfonylurea at intervals of 0 (baseline), 3, 6, and 12 months. Secondary outcomes included changes in HbA1c and body weight measured at the same intervals of 0 (baseline), 3, 6, and 12 months.
Data were collected using the VA Computerized Patient Record System (CPRS) and stored in a locked spreadsheet. Descriptive statistics were used to analyze the data. Patient data included the number of patients on insulin or a sulfonylurea when initiating a GLP-1 agonist, the percentage of patients started on a certain GLP-1 agonist (dulaglutide, liraglutide, exenatide, and semaglutide), and the percentage of patients with a baseline HbA1c of < 8%, 8% to 10%, and > 10%. The GLP-1 agonist formulary was adjusted during the time of this retrospective chart review. Patients who were not on semaglutide were switched over if they were on another GLP-1 agonist as semaglutide became the preferred GLP-1 agonist.

Patients were considered to have a dose reduction or discontinuation of insulin or a sulfonylurea if the dose or medication they were on decreased or was discontinued permanently within 12 months of starting a GLP-1 agonist. For example, if a patient who was administering 10 units of insulin daily was decreased to 8 but later increased back to 10, this was not counted as a dose reduction. If a patient discontinued insulin or a sulfonylurea and then restarted it within 12 months of initiating a GLP-1 agonist, this was not counted as a discontinuation.

 

 

Results

This retrospective review included 136 patients; 96 patients taking insulin and 54 taking a sulfonylurea when they started a GLP-1 agonist. Fourteen patients were on both. Criteria for use, which are clinical criteria to determine if a patient is eligible for the use of a given medication, are used within the VA. The inclusion criteria for a patient initiating a GLP-1 agonist is that the patient must have atherosclerotic cardiovascular disease or chronic kidney disease with the patient receiving metformin (unless unable to use metformin) and empagliflozin (unless unable to use empagliflozin).

table

The baseline mean age and weight for the patient population in this retrospective chart review was 70.7 years and 238.2 lb, respectively. Ninety-six patients (70.6%) were started on semaglutide, 27 (19.9%) on dulaglutide, 12 (8.8%) on liraglutide, and 1 (0.7%) on exenatide. The mean HbA1c when patients initiated a GLP-1 agonist was 8.6%. When starting a GLP-1 agonist, 34 patients (25.0%) had an HbA1c < 8%, 89 (65.4%) had an HbA1c between 8% to 10%, and 13 (9.6%) had an HbA1c > 10% (Table).

figure

For the primary results, 25 patients (26.0%) had a dose reduction of insulin when they started a GLP-1 agonist, and 55 patients (57.3%) had at least 1 insulin dose reduction within the year follow-up. Seven patients (13.0%) had a dose reduction of a sulfonylurea when they started a GLP-1 agonist, and 16 patients (29.6%) had at least 1 dose reduction of a sulfonylurea within the year follow-up. Six patients (6.3%) discontinued insulin use when they initially started a GLP-1 agonist, and 14 patients (14.6%) discontinued insulin use within the year follow-up. Eleven patients (20.4%) discontinued sulfonylurea use when they initially started a GLP-1 agonist, and 21 patients (38.9%) discontinued sulfonylurea use within the year follow-up (Figure).

Fourteen patients were on both insulin and a sulfonylurea. Two patients (14.3%) had a dose reduction of insulin when they started a GLP-1 agonist, and 5 (35.7%) had ≥ 1 insulin dose reduction within the year follow-up. Three patients (21.4%) had a dose reduction of a sulfonylurea when they started a GLP-1 agonist, and 6 (42.9%) had ≥ 1 dose reduction of a sulfonylurea within the year follow-up. Seven patients (50.0%) discontinued sulfonylurea and 3 (21.4%) discontinued insulin at any time throughout the year. The majority of the discontinuations were at the initial start of GLP-1 agonist therapy.

The mean HbA1c for patients on GLP-1 agonist was 8.6% at baseline, 8.0% at 0 to 3 months, 7.6% at 3 to 6 months, and 7.5% at 12 months. Patients experienced a mean HbA1c reduction of 1.1%. The mean weight when a GLP-1 agonist was started was 238.2 lb, 236.0 lb at 0 to 3 months, 223.8 lb at 3 to 6 months, and 224.3 lb after 12 months. Study participants lost a mean weight of 13.9 lb while on a GLP-1 agonist.

Discussion

While this study did not examine why there were dose reductions or discontinuations, we can hypothesize that insulin or sulfonylureas were reduced or discontinued due to a myriad of reasons, such as prophylactic dosing per guidelines, patients having a hypoglycemic event, or pharmacists anticipating potential low blood glucose trends. Also, there could have been numerous reasons GLP-1 agonists were started in patients on insulin or a sulfonylurea, such as HbA1c not being within goal range, cardiovascular benefits (reduce risk of stroke, heart attack, and death), weight loss, and renal protection, such as preventing albuminuria.13,14

This retrospective chart review found a large proportion of patients had a dose reduction of insulin (57.3%) or sulfonylurea (29.6%). The percentage of patients with a dose reduction was potentially underestimated as patients were not counted if they discontinued insulin or sulfonylurea. Concomitant use of GLP-1 agonists with insulin or a sulfonylurea may increase the risk of hypoglycemia and reducing the dose of insulin or a sulfonylurea may be necessary.9-11 The dose reductions in this study show that pharmacists within pharmacy-led PACT clinics monitor for or attempt to prevent hypoglycemia, which aligns with the prescribing information of GLP-1 agonists. While increasing the insulin or sulfonylurea dose is an option for patients, this approach can increase the risk of hypoglycemia, especially in an older population, like this one with a mean age > 70 years. The large proportions of patients with dose reductions or insulin and sulfonylurea discontinuations suggest that pharmacists may need to take a more cautious approach when initiating a GLP-1 agonist to prevent adverse health outcomes related to low blood sugar for older adults, such as falls and fractures.

Insulin was discontinued in 20.4% of patients and sulfonylurea was discontinued in 38.9% of patients within 12 months after starting a GLP-1 agonist. When a patient was on both insulin and a sulfonylurea, the percentage of patients who discontinued insulin (21.4%) or a sulfonylurea (50.0%) was higher compared with patients just on insulin (14.6%) or a sulfonylurea (38.9%) alone. Patients on both insulin and a sulfonylurea may need closer monitoring due to a higher incidence of discontinuations when these diabetes agents are administered in combination.

 

 

Within 12 months of patients receiving a GLP-1 agonist, the mean HbA1c reduction was 1.1%, which is comparable to other GLP-1 agonist clinical trials. For semaglutide 0.5 mg and 1.0 mg dosages, the mean HbA1c reduction was 1.4% and 1.6%, respectively.9 For dulaglutide 0.75 mg and 1.5 mg dosages, the mean HbA1c reduction ranged from 0.7% to 1.6% and 0.8% to 1.6%, respectively.10 For liraglutide 1.8 mg dosage, the mean HbA1c reduction ranged from 1.0% to 1.5%.11 The mean weight loss in this study was 13.9 lb. Along with HbA1c, weight loss in this review was comparable to other GLP-1 agonist clinical trials. Patients administering semaglutide lost up to 14 lb, patients taking dulaglutide lost up to 10.1 lb, and patients on liraglutide lost on average 6.2 lb.9-11 Even with medications such as insulin and sulfonylurea that have the side effects of hypoglycemia and weight gain, adding a GLP-1 agonist showed a reduction in HbA1c and weight loss relatively similar to previous clinical trials.

A study on the effects of adding semaglutide to insulin regimens in March 2023 by Meyer and colleagues displayed similar results to this retrospective chart review. That study concluded that there was blood glucose improvement (HbA1c reduction of 1.3%) in patients after 6 months despite a decrease in the insulin dose. Also, patients lost a mean weight of 11 lb during the 6-month trial.3 This retrospective chart review at the WBVAMC adds to the body of research that supports potential reductions or discontinuations of insulin and/or sulfonylureas with the addition of a GLP-1 agonist.

Limitations

Several limitations of this study should be considered when evaluating the results. This review was comprised of a mostly older, male population, which results in a low generalizability to organizations other than VA medical centers. In addition, this study only evaluated patients on a GLP-1 agonist followed in a pharmacist-led PACT clinic. This study excluded patients who were prescribed a GLP-1 agonist by an endocrinologist or a pharmacist at one of the community-based outpatient clinics affiliated with WBVAMC, or a pharmacist or clinician outside the VA. The sole focus of this study was patients in a pharmacist-led VAMC clinic. Not all patient data may have been included in the study. If a patient did not have an appointment at baseline, 3, 6, and 12 months or did not obtain laboratory tests, HbA1c and weights were not recorded. Data were collected during the COVID-19 pandemic and in-person appointments were potentially switched to phone or video appointments. There were many instances during this chart review where a weight was not recorded at each time interval. Also, this study did not consider any other diabetes medications the patient was taking. There were many instances where the patient was taking metformin and/or sodium-glucose cotransporter-2 (SGLT-2) inhibitors. These medications along with diet could have affected the weight results as metformin is weight neutral and SGLT-2 inhibitors promote weight loss.15 Lastly, this study did not evaluate the amount of insulin reduced, only if there was a dose reduction or discontinuation of insulin and/or a sulfonylurea.

Conclusions

Dose reductions and a discontinuation of insulin or a sulfonylurea with the addition of a GLP-1 agonist may be needed. Patients on both insulin and a sulfonylurea may need closer monitoring due to the higher incidences of discontinuations compared with patients on just 1 of these agents. Dose reductions or discontinuations of these diabetic agents can promote positive patient outcomes, such as preventing hypoglycemia, minimizing weight gain, increasing weight loss, and reducing HbA1c levels.

Acknowledgments

This material is the result of work supported with resources and the use of facilities at the Wilkes-Barre Veterans Affairs Medical Center in Pennsylvania.

Hypoglycemia and weight gain are well-known adverse effects that can result from insulin and sulfonylureas in patients with type 2 diabetes mellitus (T2DM).1,2 Insulin and sulfonylurea medications can cause additional weight gain in patients who are overweight or obese, which can increase the burden of diabetes therapy with added medications, raise the risk of hypoglycemia complications, and raise atherosclerotic cardiovascular disease risk factors.3 Although increasing the insulin or sulfonylurea dose is an option health care practitioners or pharmacists have, this approach can increase the risk of hypoglycemia, especially in older adults, such as the veteran population, which could lead to complications, such as falls.2

Previous studies focusing on hypoglycemic events in patients with T2DM showed that glucagon-like peptide-1 (GLP-1) agonist monotherapy has a low incidence of a hypoglycemic events. However, when a GLP-1 agonist is combined with insulin or sulfonylureas, patients have an increased chance of a hypoglycemic event.3-8 According to the prescribing information for semaglutide, 1.6% to 3.8% of patients on a GLP-1 agonist monotherapy reported a documented symptomatic hypoglycemic event (blood glucose ≤ 70 mg/dL), based on semaglutide dosing. 9 Patients on combination therapy of a GLP-1 agonist and basal insulin and a GLP-1 agonist and a sulfonylurea reported a documented symptomatic hypoglycemic event ranging from 16.7% to 29.8% and 17.3% to 24.4%, respectively.9 The incidences of hypoglycemia thus dramatically increase with combination therapy of a GLP-1 agonist plus insulin or a sulfonylurea.

When adding a GLP-1 agonist to insulin or a sulfonylurea, clinicians must be mindful of the increased risk of hypoglycemia. Per the warnings and precautions in the prescribing information of GLP-1 agonists, concomitant use with insulin or a sulfonylurea may increase the risk of hypoglycemia, and reducing the dose of insulin or a sulfonylurea may be necessary.9-11 According to the American College of Cardiology guidelines, when starting a GLP-1 agonist, the insulin dose should be decreased by about 20% in patients with a well-controlled hemoglobin A1c (HbA1c).12

This study aimed to determine the percentage of patients who required dose reductions or discontinuations of insulin and sulfonylureas with the addition of a GLP-1 agonist. Understanding necessary dose reductions or discontinuations of these concomitant diabetes agents can assist pharmacists in preventing hypoglycemia and minimizing weight gain.

Methods

This clinical review was a single-center, retrospective chart review of patients prescribed a GLP-1 agonist while on insulin or a sulfonylurea between January 1, 2019, and September 30, 2022, at the Wilkes-Barre Veterans Affairs Medical Center (WBVAMC) in Pennsylvania and managed in a pharmacist-led patient aligned care team (PACT) clinic. It was determined by the US Department of Veterans Affairs Office of Research and Development that an institutional review board or other review committee approval was not needed for this nonresearch Veterans Health Administration quality assurance and improvement project. Patients aged ≥ 18 years were included in this study. Patients were excluded if they were not on insulin or a sulfonylurea when starting a GLP-1 agonist, started a GLP-1 agonist outside of the retrospective chart review dates, or were prescribed a GLP-1 agonist by anyone other than a pharmacist in their PACT clinic. This included if a GLP-1 agonist was prescribed by a primary care physician, endocrinologist, or someone outside the VA system.

The primary study outcomes were to determine the percentage of patients with a dose reduction of insulin or sulfonylurea and discontinuation of insulin or a sulfonylurea at intervals of 0 (baseline), 3, 6, and 12 months. Secondary outcomes included changes in HbA1c and body weight measured at the same intervals of 0 (baseline), 3, 6, and 12 months.
Data were collected using the VA Computerized Patient Record System (CPRS) and stored in a locked spreadsheet. Descriptive statistics were used to analyze the data. Patient data included the number of patients on insulin or a sulfonylurea when initiating a GLP-1 agonist, the percentage of patients started on a certain GLP-1 agonist (dulaglutide, liraglutide, exenatide, and semaglutide), and the percentage of patients with a baseline HbA1c of < 8%, 8% to 10%, and > 10%. The GLP-1 agonist formulary was adjusted during the time of this retrospective chart review. Patients who were not on semaglutide were switched over if they were on another GLP-1 agonist as semaglutide became the preferred GLP-1 agonist.

Patients were considered to have a dose reduction or discontinuation of insulin or a sulfonylurea if the dose or medication they were on decreased or was discontinued permanently within 12 months of starting a GLP-1 agonist. For example, if a patient who was administering 10 units of insulin daily was decreased to 8 but later increased back to 10, this was not counted as a dose reduction. If a patient discontinued insulin or a sulfonylurea and then restarted it within 12 months of initiating a GLP-1 agonist, this was not counted as a discontinuation.

 

 

Results

This retrospective review included 136 patients; 96 patients taking insulin and 54 taking a sulfonylurea when they started a GLP-1 agonist. Fourteen patients were on both. Criteria for use, which are clinical criteria to determine if a patient is eligible for the use of a given medication, are used within the VA. The inclusion criteria for a patient initiating a GLP-1 agonist is that the patient must have atherosclerotic cardiovascular disease or chronic kidney disease with the patient receiving metformin (unless unable to use metformin) and empagliflozin (unless unable to use empagliflozin).

table

The baseline mean age and weight for the patient population in this retrospective chart review was 70.7 years and 238.2 lb, respectively. Ninety-six patients (70.6%) were started on semaglutide, 27 (19.9%) on dulaglutide, 12 (8.8%) on liraglutide, and 1 (0.7%) on exenatide. The mean HbA1c when patients initiated a GLP-1 agonist was 8.6%. When starting a GLP-1 agonist, 34 patients (25.0%) had an HbA1c < 8%, 89 (65.4%) had an HbA1c between 8% to 10%, and 13 (9.6%) had an HbA1c > 10% (Table).

figure

For the primary results, 25 patients (26.0%) had a dose reduction of insulin when they started a GLP-1 agonist, and 55 patients (57.3%) had at least 1 insulin dose reduction within the year follow-up. Seven patients (13.0%) had a dose reduction of a sulfonylurea when they started a GLP-1 agonist, and 16 patients (29.6%) had at least 1 dose reduction of a sulfonylurea within the year follow-up. Six patients (6.3%) discontinued insulin use when they initially started a GLP-1 agonist, and 14 patients (14.6%) discontinued insulin use within the year follow-up. Eleven patients (20.4%) discontinued sulfonylurea use when they initially started a GLP-1 agonist, and 21 patients (38.9%) discontinued sulfonylurea use within the year follow-up (Figure).

Fourteen patients were on both insulin and a sulfonylurea. Two patients (14.3%) had a dose reduction of insulin when they started a GLP-1 agonist, and 5 (35.7%) had ≥ 1 insulin dose reduction within the year follow-up. Three patients (21.4%) had a dose reduction of a sulfonylurea when they started a GLP-1 agonist, and 6 (42.9%) had ≥ 1 dose reduction of a sulfonylurea within the year follow-up. Seven patients (50.0%) discontinued sulfonylurea and 3 (21.4%) discontinued insulin at any time throughout the year. The majority of the discontinuations were at the initial start of GLP-1 agonist therapy.

The mean HbA1c for patients on GLP-1 agonist was 8.6% at baseline, 8.0% at 0 to 3 months, 7.6% at 3 to 6 months, and 7.5% at 12 months. Patients experienced a mean HbA1c reduction of 1.1%. The mean weight when a GLP-1 agonist was started was 238.2 lb, 236.0 lb at 0 to 3 months, 223.8 lb at 3 to 6 months, and 224.3 lb after 12 months. Study participants lost a mean weight of 13.9 lb while on a GLP-1 agonist.

Discussion

While this study did not examine why there were dose reductions or discontinuations, we can hypothesize that insulin or sulfonylureas were reduced or discontinued due to a myriad of reasons, such as prophylactic dosing per guidelines, patients having a hypoglycemic event, or pharmacists anticipating potential low blood glucose trends. Also, there could have been numerous reasons GLP-1 agonists were started in patients on insulin or a sulfonylurea, such as HbA1c not being within goal range, cardiovascular benefits (reduce risk of stroke, heart attack, and death), weight loss, and renal protection, such as preventing albuminuria.13,14

This retrospective chart review found a large proportion of patients had a dose reduction of insulin (57.3%) or sulfonylurea (29.6%). The percentage of patients with a dose reduction was potentially underestimated as patients were not counted if they discontinued insulin or sulfonylurea. Concomitant use of GLP-1 agonists with insulin or a sulfonylurea may increase the risk of hypoglycemia and reducing the dose of insulin or a sulfonylurea may be necessary.9-11 The dose reductions in this study show that pharmacists within pharmacy-led PACT clinics monitor for or attempt to prevent hypoglycemia, which aligns with the prescribing information of GLP-1 agonists. While increasing the insulin or sulfonylurea dose is an option for patients, this approach can increase the risk of hypoglycemia, especially in an older population, like this one with a mean age > 70 years. The large proportions of patients with dose reductions or insulin and sulfonylurea discontinuations suggest that pharmacists may need to take a more cautious approach when initiating a GLP-1 agonist to prevent adverse health outcomes related to low blood sugar for older adults, such as falls and fractures.

Insulin was discontinued in 20.4% of patients and sulfonylurea was discontinued in 38.9% of patients within 12 months after starting a GLP-1 agonist. When a patient was on both insulin and a sulfonylurea, the percentage of patients who discontinued insulin (21.4%) or a sulfonylurea (50.0%) was higher compared with patients just on insulin (14.6%) or a sulfonylurea (38.9%) alone. Patients on both insulin and a sulfonylurea may need closer monitoring due to a higher incidence of discontinuations when these diabetes agents are administered in combination.

 

 

Within 12 months of patients receiving a GLP-1 agonist, the mean HbA1c reduction was 1.1%, which is comparable to other GLP-1 agonist clinical trials. For semaglutide 0.5 mg and 1.0 mg dosages, the mean HbA1c reduction was 1.4% and 1.6%, respectively.9 For dulaglutide 0.75 mg and 1.5 mg dosages, the mean HbA1c reduction ranged from 0.7% to 1.6% and 0.8% to 1.6%, respectively.10 For liraglutide 1.8 mg dosage, the mean HbA1c reduction ranged from 1.0% to 1.5%.11 The mean weight loss in this study was 13.9 lb. Along with HbA1c, weight loss in this review was comparable to other GLP-1 agonist clinical trials. Patients administering semaglutide lost up to 14 lb, patients taking dulaglutide lost up to 10.1 lb, and patients on liraglutide lost on average 6.2 lb.9-11 Even with medications such as insulin and sulfonylurea that have the side effects of hypoglycemia and weight gain, adding a GLP-1 agonist showed a reduction in HbA1c and weight loss relatively similar to previous clinical trials.

A study on the effects of adding semaglutide to insulin regimens in March 2023 by Meyer and colleagues displayed similar results to this retrospective chart review. That study concluded that there was blood glucose improvement (HbA1c reduction of 1.3%) in patients after 6 months despite a decrease in the insulin dose. Also, patients lost a mean weight of 11 lb during the 6-month trial.3 This retrospective chart review at the WBVAMC adds to the body of research that supports potential reductions or discontinuations of insulin and/or sulfonylureas with the addition of a GLP-1 agonist.

Limitations

Several limitations of this study should be considered when evaluating the results. This review was comprised of a mostly older, male population, which results in a low generalizability to organizations other than VA medical centers. In addition, this study only evaluated patients on a GLP-1 agonist followed in a pharmacist-led PACT clinic. This study excluded patients who were prescribed a GLP-1 agonist by an endocrinologist or a pharmacist at one of the community-based outpatient clinics affiliated with WBVAMC, or a pharmacist or clinician outside the VA. The sole focus of this study was patients in a pharmacist-led VAMC clinic. Not all patient data may have been included in the study. If a patient did not have an appointment at baseline, 3, 6, and 12 months or did not obtain laboratory tests, HbA1c and weights were not recorded. Data were collected during the COVID-19 pandemic and in-person appointments were potentially switched to phone or video appointments. There were many instances during this chart review where a weight was not recorded at each time interval. Also, this study did not consider any other diabetes medications the patient was taking. There were many instances where the patient was taking metformin and/or sodium-glucose cotransporter-2 (SGLT-2) inhibitors. These medications along with diet could have affected the weight results as metformin is weight neutral and SGLT-2 inhibitors promote weight loss.15 Lastly, this study did not evaluate the amount of insulin reduced, only if there was a dose reduction or discontinuation of insulin and/or a sulfonylurea.

Conclusions

Dose reductions and a discontinuation of insulin or a sulfonylurea with the addition of a GLP-1 agonist may be needed. Patients on both insulin and a sulfonylurea may need closer monitoring due to the higher incidences of discontinuations compared with patients on just 1 of these agents. Dose reductions or discontinuations of these diabetic agents can promote positive patient outcomes, such as preventing hypoglycemia, minimizing weight gain, increasing weight loss, and reducing HbA1c levels.

Acknowledgments

This material is the result of work supported with resources and the use of facilities at the Wilkes-Barre Veterans Affairs Medical Center in Pennsylvania.

References

1. ElSayed NA, Aleppo G, Aroda VR, et al. 8. Obesity and weight management for the prevention and treatment of type 2 diabetes: standards of care in diabetes-2023. Diabetes Care. 2023;46(suppl 1):S128-S139. doi:10.2337/dc23-S008

2. ElSayed NA, Aleppo G, Aroda VE, et al. Older adults: standards of care in diabetes-2023. Diabetes Care. 2023;46(suppl 1):S216-S229. doi:10.2337/dc23-S013

3. Meyer J, Dreischmeier E, Lehmann M, Phelan J. The effects of adding semaglutide to high daily dose insulin regimens in patients with type 2 diabetes. Ann Pharmacother. 2023;57(3):241-250. doi:10.1177/10600280221107381

4. Rodbard HW, Lingvay I, Reed J, et al. Semaglutide added to basal insulin in type 2 diabetes (SUSTAIN 5): a randomized, controlled trial. J Clin Endocrinol Metab. 2018;103(6):2291-2301. doi:10.1210/jc.2018-00070

5. Anderson SL, Trujillo JM. Basal insulin use with GLP-1 receptor agonists. Diabetes Spectr. 2016;29(3):152-160. doi:10.2337/diaspect.29.3.152

6. Castek SL, Healey LC, Kania DS, Vernon VP, Dawson AJ. Assessment of glucagon-like peptide-1 receptor agonists in veterans taking basal/bolus insulin regimens. Fed Pract. 2022;39(suppl 5):S18-S23. doi:10.12788/fp.0317

7. Chen M, Vider E, Plakogiannis R. Insulin dosage adjustments after initiation of GLP-1 receptor agonists in patients with type 2 diabetes. J Pharm Pract. 2022;35(4):511-517. doi:10.1177/0897190021993625

8. Seino Y, Min KW, Niemoeller E, Takami A; EFC10887 GETGOAL-L Asia Study Investigators. Randomized, double-blind, placebo-controlled trial of the once-daily GLP-1 receptor agonist lixisenatide in Asian patients with type 2 diabetes insufficiently controlled on basal insulin with or without a sulfonylurea (GetGoal-L-Asia). Diabetes Obes Metab. 2012;14(10):910-917. doi:10.1111/j.1463-1326.2012.01618.x.

9. Ozempic (semaglutide) injection. Package insert. Novo Nordisk Inc; 2022. https://www.ozempic.com/prescribing-information.html

10. Trulicity (dulaglutide) injection. Prescribing information. Lilly and Company; 2022. Accessed December 20, 2023. https://pi.lilly.com/us/trulicity-uspi.pdf

11. Victoza (liraglutide) injection. Prescribing information. Novo Nordisk Inc; 2022. Accessed December 20, 2023. https://www.novo-pi.com/victoza.pdf

12. Das SR, Everett BM, Birtcher KK, et al. 2020 expert consensus decision pathway on novel therapies for cardiovascular risk reduction in patients with type 2 diabetes: a report of the American College of Cardiology Solution Set Oversight Committee. J Am Coll Cardiol. 2020;76(9):1117-1145. doi:10.1016/j.jacc.2020.05.037

13. Granata A, Maccarrone R, Anzaldi M, et al. GLP-1 receptor agonists and renal outcomes in patients with diabetes mellitus type 2 and diabetic kidney disease: state of the art. Clin Kidney J. 2022;15(9):1657-1665. Published 2022 Mar 12. doi:10.1093/ckj/sfac069

14. Marx N, Husain M, Lehrke M, Verma S, Sattar N. GLP-1 receptor agonists for the reduction of atherosclerotic cardiovascular risk in patients with type 2 diabetes. Circulation. 2022;146(24):1882-1894. doi:10.1161/CIRCULATIONAHA.122.059595

15. Davies MJ, Aroda VR, Collins BS, et al. Management of hyperglycaemia in type 2 diabetes, 2022. A consensus report by the American Diabetes Association (ADA) and the European Association for the Study of Diabetes (EASD). Diabetologia. 2022;65(12):1925-1966. doi:10.1007/s00125-022-05787-2

References

1. ElSayed NA, Aleppo G, Aroda VR, et al. 8. Obesity and weight management for the prevention and treatment of type 2 diabetes: standards of care in diabetes-2023. Diabetes Care. 2023;46(suppl 1):S128-S139. doi:10.2337/dc23-S008

2. ElSayed NA, Aleppo G, Aroda VE, et al. Older adults: standards of care in diabetes-2023. Diabetes Care. 2023;46(suppl 1):S216-S229. doi:10.2337/dc23-S013

3. Meyer J, Dreischmeier E, Lehmann M, Phelan J. The effects of adding semaglutide to high daily dose insulin regimens in patients with type 2 diabetes. Ann Pharmacother. 2023;57(3):241-250. doi:10.1177/10600280221107381

4. Rodbard HW, Lingvay I, Reed J, et al. Semaglutide added to basal insulin in type 2 diabetes (SUSTAIN 5): a randomized, controlled trial. J Clin Endocrinol Metab. 2018;103(6):2291-2301. doi:10.1210/jc.2018-00070

5. Anderson SL, Trujillo JM. Basal insulin use with GLP-1 receptor agonists. Diabetes Spectr. 2016;29(3):152-160. doi:10.2337/diaspect.29.3.152

6. Castek SL, Healey LC, Kania DS, Vernon VP, Dawson AJ. Assessment of glucagon-like peptide-1 receptor agonists in veterans taking basal/bolus insulin regimens. Fed Pract. 2022;39(suppl 5):S18-S23. doi:10.12788/fp.0317

7. Chen M, Vider E, Plakogiannis R. Insulin dosage adjustments after initiation of GLP-1 receptor agonists in patients with type 2 diabetes. J Pharm Pract. 2022;35(4):511-517. doi:10.1177/0897190021993625

8. Seino Y, Min KW, Niemoeller E, Takami A; EFC10887 GETGOAL-L Asia Study Investigators. Randomized, double-blind, placebo-controlled trial of the once-daily GLP-1 receptor agonist lixisenatide in Asian patients with type 2 diabetes insufficiently controlled on basal insulin with or without a sulfonylurea (GetGoal-L-Asia). Diabetes Obes Metab. 2012;14(10):910-917. doi:10.1111/j.1463-1326.2012.01618.x.

9. Ozempic (semaglutide) injection. Package insert. Novo Nordisk Inc; 2022. https://www.ozempic.com/prescribing-information.html

10. Trulicity (dulaglutide) injection. Prescribing information. Lilly and Company; 2022. Accessed December 20, 2023. https://pi.lilly.com/us/trulicity-uspi.pdf

11. Victoza (liraglutide) injection. Prescribing information. Novo Nordisk Inc; 2022. Accessed December 20, 2023. https://www.novo-pi.com/victoza.pdf

12. Das SR, Everett BM, Birtcher KK, et al. 2020 expert consensus decision pathway on novel therapies for cardiovascular risk reduction in patients with type 2 diabetes: a report of the American College of Cardiology Solution Set Oversight Committee. J Am Coll Cardiol. 2020;76(9):1117-1145. doi:10.1016/j.jacc.2020.05.037

13. Granata A, Maccarrone R, Anzaldi M, et al. GLP-1 receptor agonists and renal outcomes in patients with diabetes mellitus type 2 and diabetic kidney disease: state of the art. Clin Kidney J. 2022;15(9):1657-1665. Published 2022 Mar 12. doi:10.1093/ckj/sfac069

14. Marx N, Husain M, Lehrke M, Verma S, Sattar N. GLP-1 receptor agonists for the reduction of atherosclerotic cardiovascular risk in patients with type 2 diabetes. Circulation. 2022;146(24):1882-1894. doi:10.1161/CIRCULATIONAHA.122.059595

15. Davies MJ, Aroda VR, Collins BS, et al. Management of hyperglycaemia in type 2 diabetes, 2022. A consensus report by the American Diabetes Association (ADA) and the European Association for the Study of Diabetes (EASD). Diabetologia. 2022;65(12):1925-1966. doi:10.1007/s00125-022-05787-2

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The Impact of a Paracentesis Clinic on Internal Medicine Resident Procedural Competency

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Thu, 02/01/2024 - 17:32

Competency in paracentesis is an important procedural skill for medical practitioners caring for patients with decompensated liver cirrhosis. Paracentesis is performed to drain ascitic fluid for both diagnosis and/or therapeutic purposes.1 While this procedure can be performed without the use of ultrasound, it is preferable to use ultrasound to identify an area of fluid that is away from dangerous anatomy including bowel loops, the liver, and spleen. After prepping the area, lidocaine is administered locally. A catheter is then inserted until fluid begins flowing freely. The catheter is connected to a suction canister or collection kit, and the patient is monitored until the flow ceases. Samples can be sent for analysis to determine the etiology of ascites, identify concerns for infection, and more.

Paracentesis is a very common procedure. Barsuk and colleagues noted that between 2010 and 2012, 97,577 procedures were performed across 120 academic medical centers and 290 affiliated hospitals.2 Patients undergo paracentesis in a variety of settings including the emergency department, inpatient hospitalizations, and clinics. Some patients may require only 1 paracentesis procedure while others may require it regularly.

Due to the rising need for paracentesis in the Central Texas Veterans Affairs Hospital (CTVAH) in Temple, a paracentesis clinic was started in February 2018. The goal of the paracentesis clinic was multifocal—to reduce hospital admissions, improve access to regularly scheduled procedures, decrease wait times, and increase patient satisfaction.3 Through the CTVAH affiliation with the Texas A&M internal medicine residency program, the paracentesis clinic started involving and training residents on this procedure. Up to 3 residents are on weekly rotation and can perform up to 6 paracentesis procedures in a week. The purpose of this article was to evaluate resident competency in paracentesis after completion of the paracentesis clinic.

Methods

The paracentesis clinic schedules up to 3 patients on Tuesdays and Thursdays between 8 am and noon. All the necessary equipment is readily available and includes the paracentesis kit, lidocaine, sterile gloves, ultrasound, and albumin if needed. Because this procedure is performed at the hospital, direct access to the emergency department is available. Residents are scheduled weekly. Up to 2 residents are scheduled for the paracentesis clinic during their dedicated clinic week. They are expected to practice obtaining consent, performing the procedure, and documenting the encounter under staff supervision. Additionally, 1 or 2 residents participate in the paracentesis clinic as part of an ultrasound elective twice per year. In this elective, they practice ultrasound skills using a simulation and translate that information in the paracentesis clinic while identifying anatomy and performing the paracentesis procedure under staff supervision.

table

A survey was sent via email to all categorical internal medicine residents across all 3 program years at the time of data collection. Competency for paracentesis sign-off was defined as completing and logging 5 procedures supervised by a competent physician who confirmed that all portions of the procedure were performed correctly. Residents were also asked to answer questions on a scale from 1 to 10, with 1 representing no confidence and 10 representing strong confidence to practice independently (Table).

We also evaluated the number of procedures performed by internal medicine residents 3 years before the clinic was started in 2015 up to the completion of 2022. The numbers were obtained by examining procedural log data for each year for all internal medicine residents.

Results

Thirty-three residents completed the survey: 10 first-year internal medicine residents (PGY1), 12 second-year residents (PGY2), and 11 third-year residents (PGY3). The mean participation was 4.8 paracentesis sessions per person for the duration of the study. The range of paracentesis procedures performed varied based on PGY year: PGY1s performed 1 to > 10 procedures, PGY2s performed 2 to > 10 procedures, and PGY3s performed 5 to > 10 procedures. Thirty-six percent of residents completed > 10 procedures in the paracentesis clinic; 82% of PGY3s had completed > 10 procedures by December of their third year. Twenty-six residents (79%) were credentialed to perform paracentesis procedures independently after performing > 5 procedures, and 7 residents were not yet cleared for procedural independence.

In the survey, residents rated their comfort with performing paracentesis procedures independently at a mean of 7.9. The mean comfort reported by PGY1s was 7.2, PGY2s was 7.3, and PGY3s was 9.3. Residents also rated their opinion on whether or not the paracentesis clinic adequately prepared them for paracentesis procedural independence; the mean was 8.9 across all residents.

The total number of procedures performed by residents at CTVAH also increased. Starting in 2015, 3 years before the clinic was started, 38 procedures were performed by internal medicine residents, followed by 72 procedures in 2016; 76 in 2017; 58 in 2018; 94 in 2019; 88 in 2020; 136 in 2021; and 188 in 2022.

 

 

Discussion

Paracentesis is a simple but invasive procedure to relieve ascites, often relieving patients’ symptoms, preventing hospital admission, and increasing patient satisfaction.4 The CTVAH does not have the capacity to perform outpatient paracentesis effectively in its emergency or radiology departments. Furthermore, the use of the emergency or radiology departments for routine paracentesis may not be feasible due to the acuity of care being provided, as these procedures can be time consuming and can draw away critical resources and time from patients that need emergent care. The paracentesis clinic was then formed to provide veterans access to the procedural care they need, while also preparing residents to ably and confidently perform the procedure independently.

Based on our study, most residents were cleared to independently perform paracentesis procedures across all 3 years, with 79% of residents having completed the required 5 supervised procedures to independently practice. A study assessing unsupervised practice standards showed that paracentesis skill declines as soon as 3 months after training. However, retraining was shown to potentially interrupt this skill decline.5 Studies have shown that procedure-driven electives or services significantly improved paracentesis certification rates and total logged procedures, with minimal funding or scheduling changes required.6 Our clinic showed a significant increase in the number of procedures logged starting with the minimum of 38 procedures in 2015 and ending with 188 procedures logged at the end of 2022.

By allowing residents to routinely return to the paracentesis clinic across all 3 years, residents were more likely to feel comfortable independently performing the procedure, with residents reporting a mean comfort score of 7.9. The spaced repetition and ability to work with the clinic during elective time allows regular opportunities to undergo supervised training in a controlled environment and created scheduled retraining opportunities. Future studies should evaluate residents prior to each paracentesis clinic to ascertain if skill decline is occurring at a slower rate.

The inpatient effect of the clinic is also multifocal. Pham and colleagues showed that integrating paracentesis into timely training can reduce paracentesis delay and delays in care.7 By increasing the volume of procedures each resident performs and creating a sense of confidence amongst residents, the clinic increases the number of residents able and willing to perform inpatient procedures, thus reducing the number of unnecessary consultations and hospital resources. One of the reasons the paracentesis clinic was started was to allow patients to have scheduled times to remove fluid from their abdomen, thus cutting down on emergency department procedures and unnecessary admissions. Additionally, the benefits of early paracentesis procedural performance by residents and internal medicine physicians have been demonstrated in the literature. A study by Gaetano and colleagues noted that patients undergoing early paracentesis had reduced mortality of 5.5% vs 7.5% in those undergoing late paracentesis.8 This study also showed the in-hospital mortality rate was decreased with paracentesis (6.3%) vs without paracentesis (8.9%).8 By offering residents a chance to participate in the clinic, we have shown that regular opportunities to perform paracentesis may increase the number of physicians capable of independently practicing, improve procedural competency, and improve patient access to this procedure.

Limitations

Our study was not free of bias and has potential weaknesses. The survey was sent to all current residents who have participated in the paracentesis clinic, but not every resident filled out the survey (55% of all residents across 3 years completed the survey, 68.7% who had done clinic that year completed the survey). There is a possibility that those not signed off avoided doing the survey, but we are unable to confirm this. The survey also depended on resident recall of the number of paracenteses completed or looking at their procedure log. It is possible that some procedures were not documented, changing the true number. Additionally, rating comfortability with procedures is subjective, which may also create a source of potential weakness. Future projects should include a baseline survey for residents, followed by a repeat survey a year later to show changes from baseline competency.

Conclusions

A dedicated paracentesis clinic with internal medicine resident involvement may increase resident paracentesis procedural independence, the number of procedures available and performed, and procedural comfort level.

References

1. Aponte EM, O’Rourke MC, Katta S. Paracentesis. StatPearls [internet]. September 5, 2022. Accessed December 11, 2023. https://www.ncbi.nlm.nih.gov/books/NBK435998

2. Barsuk JH, Feinglass J, Kozmic SE, Hohmann SF, Ganger D, Wayne DB. Specialties performing paracentesis procedures at university hospitals: implications for training and certification. J Hosp Med. 2014;9(3):162-168. doi:10.1002/jhm.2153

3. Cheng Y-W, Sandrasegaran K, Cheng K, et al. A dedicated paracentesis clinic decreases healthcare utilization for serial paracenteses in decompensated cirrhosis. Abdominal Radiology. 2017;43(8):2190-2197. doi:10.1007/s00261-017-1406-y

4. Wang J, Khan S, Wyer P, et al. The role of ultrasound-guided therapeutic paracentesis in an outpatient transitional care program: A case series. Am J Hospice Palliat Med. 2018;35(9):1256-1260. doi:10.1177/1049909118755378

5. Sall D, Warm EJ, Kinnear B, Kelleher M, Jandarov R, O’Toole J. See one, do one, forget one: early skill decay after paracentesis training. J Gen Int Med. 2020;36(5):1346-1351. doi:10.1007/s11606-020-06242-x

6. Berger M, Divilov V, Paredes H, Kesar V, Sun E. Improving resident paracentesis certification rates by using an innovative resident driven procedure service. Am J Gastroenterol. 2018;113(suppl). doi:10.14309/00000434-201810001-00980

7. Pham C, Xu A, Suaez MG. S1250 a pilot study to improve resident paracentesis training and reduce paracentesis delay in admitted patients with cirrhosis. Am J Gastroenterol. 2022;117(10S). doi:10.14309/01.ajg.0000861640.53682.93

8. Gaetano JN, Micic D, Aronsohn A, et al. The benefit of paracentesis on hospitalized adults with cirrhosis and ascites. J Gastroenterol Hepatol. 2016;31(5):1025-1030. doi:10.1111/jgh.13255

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Nikhil Seth, MDa; Phi Tran, DOb; Arshad Ghauri, MDa; Anika Sikkac; Austin Metting, MDb; George Martinez, MDa

Correspondence: Nikhil Seth ([email protected])

aCentral Texas Veterans Affairs Hospital, Temple

bBaylor Scott & White Health, Irving, Texas

cTexas A&M University, College Station

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The authors report no actual or potential conflicts of interest or outside sources of funding with regard to this article.

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aCentral Texas Veterans Affairs Hospital, Temple

bBaylor Scott & White Health, Irving, Texas

cTexas A&M University, College Station

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The authors report no actual or potential conflicts of interest or outside sources of funding with regard to this article.

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Nikhil Seth, MDa; Phi Tran, DOb; Arshad Ghauri, MDa; Anika Sikkac; Austin Metting, MDb; George Martinez, MDa

Correspondence: Nikhil Seth ([email protected])

aCentral Texas Veterans Affairs Hospital, Temple

bBaylor Scott & White Health, Irving, Texas

cTexas A&M University, College Station

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The authors report no actual or potential conflicts of interest or outside sources of funding with regard to this article.

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Competency in paracentesis is an important procedural skill for medical practitioners caring for patients with decompensated liver cirrhosis. Paracentesis is performed to drain ascitic fluid for both diagnosis and/or therapeutic purposes.1 While this procedure can be performed without the use of ultrasound, it is preferable to use ultrasound to identify an area of fluid that is away from dangerous anatomy including bowel loops, the liver, and spleen. After prepping the area, lidocaine is administered locally. A catheter is then inserted until fluid begins flowing freely. The catheter is connected to a suction canister or collection kit, and the patient is monitored until the flow ceases. Samples can be sent for analysis to determine the etiology of ascites, identify concerns for infection, and more.

Paracentesis is a very common procedure. Barsuk and colleagues noted that between 2010 and 2012, 97,577 procedures were performed across 120 academic medical centers and 290 affiliated hospitals.2 Patients undergo paracentesis in a variety of settings including the emergency department, inpatient hospitalizations, and clinics. Some patients may require only 1 paracentesis procedure while others may require it regularly.

Due to the rising need for paracentesis in the Central Texas Veterans Affairs Hospital (CTVAH) in Temple, a paracentesis clinic was started in February 2018. The goal of the paracentesis clinic was multifocal—to reduce hospital admissions, improve access to regularly scheduled procedures, decrease wait times, and increase patient satisfaction.3 Through the CTVAH affiliation with the Texas A&M internal medicine residency program, the paracentesis clinic started involving and training residents on this procedure. Up to 3 residents are on weekly rotation and can perform up to 6 paracentesis procedures in a week. The purpose of this article was to evaluate resident competency in paracentesis after completion of the paracentesis clinic.

Methods

The paracentesis clinic schedules up to 3 patients on Tuesdays and Thursdays between 8 am and noon. All the necessary equipment is readily available and includes the paracentesis kit, lidocaine, sterile gloves, ultrasound, and albumin if needed. Because this procedure is performed at the hospital, direct access to the emergency department is available. Residents are scheduled weekly. Up to 2 residents are scheduled for the paracentesis clinic during their dedicated clinic week. They are expected to practice obtaining consent, performing the procedure, and documenting the encounter under staff supervision. Additionally, 1 or 2 residents participate in the paracentesis clinic as part of an ultrasound elective twice per year. In this elective, they practice ultrasound skills using a simulation and translate that information in the paracentesis clinic while identifying anatomy and performing the paracentesis procedure under staff supervision.

table

A survey was sent via email to all categorical internal medicine residents across all 3 program years at the time of data collection. Competency for paracentesis sign-off was defined as completing and logging 5 procedures supervised by a competent physician who confirmed that all portions of the procedure were performed correctly. Residents were also asked to answer questions on a scale from 1 to 10, with 1 representing no confidence and 10 representing strong confidence to practice independently (Table).

We also evaluated the number of procedures performed by internal medicine residents 3 years before the clinic was started in 2015 up to the completion of 2022. The numbers were obtained by examining procedural log data for each year for all internal medicine residents.

Results

Thirty-three residents completed the survey: 10 first-year internal medicine residents (PGY1), 12 second-year residents (PGY2), and 11 third-year residents (PGY3). The mean participation was 4.8 paracentesis sessions per person for the duration of the study. The range of paracentesis procedures performed varied based on PGY year: PGY1s performed 1 to > 10 procedures, PGY2s performed 2 to > 10 procedures, and PGY3s performed 5 to > 10 procedures. Thirty-six percent of residents completed > 10 procedures in the paracentesis clinic; 82% of PGY3s had completed > 10 procedures by December of their third year. Twenty-six residents (79%) were credentialed to perform paracentesis procedures independently after performing > 5 procedures, and 7 residents were not yet cleared for procedural independence.

In the survey, residents rated their comfort with performing paracentesis procedures independently at a mean of 7.9. The mean comfort reported by PGY1s was 7.2, PGY2s was 7.3, and PGY3s was 9.3. Residents also rated their opinion on whether or not the paracentesis clinic adequately prepared them for paracentesis procedural independence; the mean was 8.9 across all residents.

The total number of procedures performed by residents at CTVAH also increased. Starting in 2015, 3 years before the clinic was started, 38 procedures were performed by internal medicine residents, followed by 72 procedures in 2016; 76 in 2017; 58 in 2018; 94 in 2019; 88 in 2020; 136 in 2021; and 188 in 2022.

 

 

Discussion

Paracentesis is a simple but invasive procedure to relieve ascites, often relieving patients’ symptoms, preventing hospital admission, and increasing patient satisfaction.4 The CTVAH does not have the capacity to perform outpatient paracentesis effectively in its emergency or radiology departments. Furthermore, the use of the emergency or radiology departments for routine paracentesis may not be feasible due to the acuity of care being provided, as these procedures can be time consuming and can draw away critical resources and time from patients that need emergent care. The paracentesis clinic was then formed to provide veterans access to the procedural care they need, while also preparing residents to ably and confidently perform the procedure independently.

Based on our study, most residents were cleared to independently perform paracentesis procedures across all 3 years, with 79% of residents having completed the required 5 supervised procedures to independently practice. A study assessing unsupervised practice standards showed that paracentesis skill declines as soon as 3 months after training. However, retraining was shown to potentially interrupt this skill decline.5 Studies have shown that procedure-driven electives or services significantly improved paracentesis certification rates and total logged procedures, with minimal funding or scheduling changes required.6 Our clinic showed a significant increase in the number of procedures logged starting with the minimum of 38 procedures in 2015 and ending with 188 procedures logged at the end of 2022.

By allowing residents to routinely return to the paracentesis clinic across all 3 years, residents were more likely to feel comfortable independently performing the procedure, with residents reporting a mean comfort score of 7.9. The spaced repetition and ability to work with the clinic during elective time allows regular opportunities to undergo supervised training in a controlled environment and created scheduled retraining opportunities. Future studies should evaluate residents prior to each paracentesis clinic to ascertain if skill decline is occurring at a slower rate.

The inpatient effect of the clinic is also multifocal. Pham and colleagues showed that integrating paracentesis into timely training can reduce paracentesis delay and delays in care.7 By increasing the volume of procedures each resident performs and creating a sense of confidence amongst residents, the clinic increases the number of residents able and willing to perform inpatient procedures, thus reducing the number of unnecessary consultations and hospital resources. One of the reasons the paracentesis clinic was started was to allow patients to have scheduled times to remove fluid from their abdomen, thus cutting down on emergency department procedures and unnecessary admissions. Additionally, the benefits of early paracentesis procedural performance by residents and internal medicine physicians have been demonstrated in the literature. A study by Gaetano and colleagues noted that patients undergoing early paracentesis had reduced mortality of 5.5% vs 7.5% in those undergoing late paracentesis.8 This study also showed the in-hospital mortality rate was decreased with paracentesis (6.3%) vs without paracentesis (8.9%).8 By offering residents a chance to participate in the clinic, we have shown that regular opportunities to perform paracentesis may increase the number of physicians capable of independently practicing, improve procedural competency, and improve patient access to this procedure.

Limitations

Our study was not free of bias and has potential weaknesses. The survey was sent to all current residents who have participated in the paracentesis clinic, but not every resident filled out the survey (55% of all residents across 3 years completed the survey, 68.7% who had done clinic that year completed the survey). There is a possibility that those not signed off avoided doing the survey, but we are unable to confirm this. The survey also depended on resident recall of the number of paracenteses completed or looking at their procedure log. It is possible that some procedures were not documented, changing the true number. Additionally, rating comfortability with procedures is subjective, which may also create a source of potential weakness. Future projects should include a baseline survey for residents, followed by a repeat survey a year later to show changes from baseline competency.

Conclusions

A dedicated paracentesis clinic with internal medicine resident involvement may increase resident paracentesis procedural independence, the number of procedures available and performed, and procedural comfort level.

Competency in paracentesis is an important procedural skill for medical practitioners caring for patients with decompensated liver cirrhosis. Paracentesis is performed to drain ascitic fluid for both diagnosis and/or therapeutic purposes.1 While this procedure can be performed without the use of ultrasound, it is preferable to use ultrasound to identify an area of fluid that is away from dangerous anatomy including bowel loops, the liver, and spleen. After prepping the area, lidocaine is administered locally. A catheter is then inserted until fluid begins flowing freely. The catheter is connected to a suction canister or collection kit, and the patient is monitored until the flow ceases. Samples can be sent for analysis to determine the etiology of ascites, identify concerns for infection, and more.

Paracentesis is a very common procedure. Barsuk and colleagues noted that between 2010 and 2012, 97,577 procedures were performed across 120 academic medical centers and 290 affiliated hospitals.2 Patients undergo paracentesis in a variety of settings including the emergency department, inpatient hospitalizations, and clinics. Some patients may require only 1 paracentesis procedure while others may require it regularly.

Due to the rising need for paracentesis in the Central Texas Veterans Affairs Hospital (CTVAH) in Temple, a paracentesis clinic was started in February 2018. The goal of the paracentesis clinic was multifocal—to reduce hospital admissions, improve access to regularly scheduled procedures, decrease wait times, and increase patient satisfaction.3 Through the CTVAH affiliation with the Texas A&M internal medicine residency program, the paracentesis clinic started involving and training residents on this procedure. Up to 3 residents are on weekly rotation and can perform up to 6 paracentesis procedures in a week. The purpose of this article was to evaluate resident competency in paracentesis after completion of the paracentesis clinic.

Methods

The paracentesis clinic schedules up to 3 patients on Tuesdays and Thursdays between 8 am and noon. All the necessary equipment is readily available and includes the paracentesis kit, lidocaine, sterile gloves, ultrasound, and albumin if needed. Because this procedure is performed at the hospital, direct access to the emergency department is available. Residents are scheduled weekly. Up to 2 residents are scheduled for the paracentesis clinic during their dedicated clinic week. They are expected to practice obtaining consent, performing the procedure, and documenting the encounter under staff supervision. Additionally, 1 or 2 residents participate in the paracentesis clinic as part of an ultrasound elective twice per year. In this elective, they practice ultrasound skills using a simulation and translate that information in the paracentesis clinic while identifying anatomy and performing the paracentesis procedure under staff supervision.

table

A survey was sent via email to all categorical internal medicine residents across all 3 program years at the time of data collection. Competency for paracentesis sign-off was defined as completing and logging 5 procedures supervised by a competent physician who confirmed that all portions of the procedure were performed correctly. Residents were also asked to answer questions on a scale from 1 to 10, with 1 representing no confidence and 10 representing strong confidence to practice independently (Table).

We also evaluated the number of procedures performed by internal medicine residents 3 years before the clinic was started in 2015 up to the completion of 2022. The numbers were obtained by examining procedural log data for each year for all internal medicine residents.

Results

Thirty-three residents completed the survey: 10 first-year internal medicine residents (PGY1), 12 second-year residents (PGY2), and 11 third-year residents (PGY3). The mean participation was 4.8 paracentesis sessions per person for the duration of the study. The range of paracentesis procedures performed varied based on PGY year: PGY1s performed 1 to > 10 procedures, PGY2s performed 2 to > 10 procedures, and PGY3s performed 5 to > 10 procedures. Thirty-six percent of residents completed > 10 procedures in the paracentesis clinic; 82% of PGY3s had completed > 10 procedures by December of their third year. Twenty-six residents (79%) were credentialed to perform paracentesis procedures independently after performing > 5 procedures, and 7 residents were not yet cleared for procedural independence.

In the survey, residents rated their comfort with performing paracentesis procedures independently at a mean of 7.9. The mean comfort reported by PGY1s was 7.2, PGY2s was 7.3, and PGY3s was 9.3. Residents also rated their opinion on whether or not the paracentesis clinic adequately prepared them for paracentesis procedural independence; the mean was 8.9 across all residents.

The total number of procedures performed by residents at CTVAH also increased. Starting in 2015, 3 years before the clinic was started, 38 procedures were performed by internal medicine residents, followed by 72 procedures in 2016; 76 in 2017; 58 in 2018; 94 in 2019; 88 in 2020; 136 in 2021; and 188 in 2022.

 

 

Discussion

Paracentesis is a simple but invasive procedure to relieve ascites, often relieving patients’ symptoms, preventing hospital admission, and increasing patient satisfaction.4 The CTVAH does not have the capacity to perform outpatient paracentesis effectively in its emergency or radiology departments. Furthermore, the use of the emergency or radiology departments for routine paracentesis may not be feasible due to the acuity of care being provided, as these procedures can be time consuming and can draw away critical resources and time from patients that need emergent care. The paracentesis clinic was then formed to provide veterans access to the procedural care they need, while also preparing residents to ably and confidently perform the procedure independently.

Based on our study, most residents were cleared to independently perform paracentesis procedures across all 3 years, with 79% of residents having completed the required 5 supervised procedures to independently practice. A study assessing unsupervised practice standards showed that paracentesis skill declines as soon as 3 months after training. However, retraining was shown to potentially interrupt this skill decline.5 Studies have shown that procedure-driven electives or services significantly improved paracentesis certification rates and total logged procedures, with minimal funding or scheduling changes required.6 Our clinic showed a significant increase in the number of procedures logged starting with the minimum of 38 procedures in 2015 and ending with 188 procedures logged at the end of 2022.

By allowing residents to routinely return to the paracentesis clinic across all 3 years, residents were more likely to feel comfortable independently performing the procedure, with residents reporting a mean comfort score of 7.9. The spaced repetition and ability to work with the clinic during elective time allows regular opportunities to undergo supervised training in a controlled environment and created scheduled retraining opportunities. Future studies should evaluate residents prior to each paracentesis clinic to ascertain if skill decline is occurring at a slower rate.

The inpatient effect of the clinic is also multifocal. Pham and colleagues showed that integrating paracentesis into timely training can reduce paracentesis delay and delays in care.7 By increasing the volume of procedures each resident performs and creating a sense of confidence amongst residents, the clinic increases the number of residents able and willing to perform inpatient procedures, thus reducing the number of unnecessary consultations and hospital resources. One of the reasons the paracentesis clinic was started was to allow patients to have scheduled times to remove fluid from their abdomen, thus cutting down on emergency department procedures and unnecessary admissions. Additionally, the benefits of early paracentesis procedural performance by residents and internal medicine physicians have been demonstrated in the literature. A study by Gaetano and colleagues noted that patients undergoing early paracentesis had reduced mortality of 5.5% vs 7.5% in those undergoing late paracentesis.8 This study also showed the in-hospital mortality rate was decreased with paracentesis (6.3%) vs without paracentesis (8.9%).8 By offering residents a chance to participate in the clinic, we have shown that regular opportunities to perform paracentesis may increase the number of physicians capable of independently practicing, improve procedural competency, and improve patient access to this procedure.

Limitations

Our study was not free of bias and has potential weaknesses. The survey was sent to all current residents who have participated in the paracentesis clinic, but not every resident filled out the survey (55% of all residents across 3 years completed the survey, 68.7% who had done clinic that year completed the survey). There is a possibility that those not signed off avoided doing the survey, but we are unable to confirm this. The survey also depended on resident recall of the number of paracenteses completed or looking at their procedure log. It is possible that some procedures were not documented, changing the true number. Additionally, rating comfortability with procedures is subjective, which may also create a source of potential weakness. Future projects should include a baseline survey for residents, followed by a repeat survey a year later to show changes from baseline competency.

Conclusions

A dedicated paracentesis clinic with internal medicine resident involvement may increase resident paracentesis procedural independence, the number of procedures available and performed, and procedural comfort level.

References

1. Aponte EM, O’Rourke MC, Katta S. Paracentesis. StatPearls [internet]. September 5, 2022. Accessed December 11, 2023. https://www.ncbi.nlm.nih.gov/books/NBK435998

2. Barsuk JH, Feinglass J, Kozmic SE, Hohmann SF, Ganger D, Wayne DB. Specialties performing paracentesis procedures at university hospitals: implications for training and certification. J Hosp Med. 2014;9(3):162-168. doi:10.1002/jhm.2153

3. Cheng Y-W, Sandrasegaran K, Cheng K, et al. A dedicated paracentesis clinic decreases healthcare utilization for serial paracenteses in decompensated cirrhosis. Abdominal Radiology. 2017;43(8):2190-2197. doi:10.1007/s00261-017-1406-y

4. Wang J, Khan S, Wyer P, et al. The role of ultrasound-guided therapeutic paracentesis in an outpatient transitional care program: A case series. Am J Hospice Palliat Med. 2018;35(9):1256-1260. doi:10.1177/1049909118755378

5. Sall D, Warm EJ, Kinnear B, Kelleher M, Jandarov R, O’Toole J. See one, do one, forget one: early skill decay after paracentesis training. J Gen Int Med. 2020;36(5):1346-1351. doi:10.1007/s11606-020-06242-x

6. Berger M, Divilov V, Paredes H, Kesar V, Sun E. Improving resident paracentesis certification rates by using an innovative resident driven procedure service. Am J Gastroenterol. 2018;113(suppl). doi:10.14309/00000434-201810001-00980

7. Pham C, Xu A, Suaez MG. S1250 a pilot study to improve resident paracentesis training and reduce paracentesis delay in admitted patients with cirrhosis. Am J Gastroenterol. 2022;117(10S). doi:10.14309/01.ajg.0000861640.53682.93

8. Gaetano JN, Micic D, Aronsohn A, et al. The benefit of paracentesis on hospitalized adults with cirrhosis and ascites. J Gastroenterol Hepatol. 2016;31(5):1025-1030. doi:10.1111/jgh.13255

References

1. Aponte EM, O’Rourke MC, Katta S. Paracentesis. StatPearls [internet]. September 5, 2022. Accessed December 11, 2023. https://www.ncbi.nlm.nih.gov/books/NBK435998

2. Barsuk JH, Feinglass J, Kozmic SE, Hohmann SF, Ganger D, Wayne DB. Specialties performing paracentesis procedures at university hospitals: implications for training and certification. J Hosp Med. 2014;9(3):162-168. doi:10.1002/jhm.2153

3. Cheng Y-W, Sandrasegaran K, Cheng K, et al. A dedicated paracentesis clinic decreases healthcare utilization for serial paracenteses in decompensated cirrhosis. Abdominal Radiology. 2017;43(8):2190-2197. doi:10.1007/s00261-017-1406-y

4. Wang J, Khan S, Wyer P, et al. The role of ultrasound-guided therapeutic paracentesis in an outpatient transitional care program: A case series. Am J Hospice Palliat Med. 2018;35(9):1256-1260. doi:10.1177/1049909118755378

5. Sall D, Warm EJ, Kinnear B, Kelleher M, Jandarov R, O’Toole J. See one, do one, forget one: early skill decay after paracentesis training. J Gen Int Med. 2020;36(5):1346-1351. doi:10.1007/s11606-020-06242-x

6. Berger M, Divilov V, Paredes H, Kesar V, Sun E. Improving resident paracentesis certification rates by using an innovative resident driven procedure service. Am J Gastroenterol. 2018;113(suppl). doi:10.14309/00000434-201810001-00980

7. Pham C, Xu A, Suaez MG. S1250 a pilot study to improve resident paracentesis training and reduce paracentesis delay in admitted patients with cirrhosis. Am J Gastroenterol. 2022;117(10S). doi:10.14309/01.ajg.0000861640.53682.93

8. Gaetano JN, Micic D, Aronsohn A, et al. The benefit of paracentesis on hospitalized adults with cirrhosis and ascites. J Gastroenterol Hepatol. 2016;31(5):1025-1030. doi:10.1111/jgh.13255

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Piperacillin/Tazobactam Use vs Cefepime May Be Associated With Acute Decompensated Heart Failure

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Piperacillin/tazobactam (PTZ) is a combination IV antibiotic comprised of the semisynthetic antipseudomonal β-lactam, piperacillin sodium, and the β-lactamase inhibitor, tazobactam sodium.1 PTZ is extensively prescribed in the hospital setting for a multitude of infections including but not limited to the US Food and Drug Administration–approved indications: intra-abdominal infection, skin and skin structure infection (SSTI), urinary tract infection (UTI), and pneumonia. Given its broad spectrum of activity and relative safety profile, PTZ is a mainstay of many empiric IV antibiotic regimens. The primary elimination pathway for PTZ is renal excretion, and dosage adjustments are recommended with reduced creatinine clearance. Additionally, PTZ use has been associated with acute renal injury and delayed renal recovery.1-3

There are various mechanisms through which medications can contribute to acute decomopensated heart failure (ADHF).4 These mechanisms include direct cardiotoxicity; negative inotropic, lusitropic, or chronotropic effects; exacerbating hypertension; sodium loading; and drug-drug interactions that limit the benefits of heart failure (HF) medications. One potentially overlooked constituent of PTZ is the sodium content, with the standard formulation containing 65 mg of sodium per gram of piperacillin.1-3 Furthermore, PTZ must be diluted in 50 to 150 mL of diluent, commonly 0.9% sodium chloride, which can contribute an additional 177 to 531 mg of sodium per dose. PTZ prescribing information advises caution for use in patients with decreased renal, hepatic, and/or cardiac function and notes that geriatric patients, particularly with HF, may be at risk of impaired natriuresis in the setting of large sodium doses.

It is estimated that roughly 6.2 million adults in the United States have HF and prevalence continues to rise.5,6 Mortality rates after hospitalization due to HF are 20% to 25% at 1 year. Health care expenditures for the management of HF surpass $30 billion per year in the US, with most of this cost attributed to hospitalizations. Consequently, it is important to continue to identify and practice preventative strategies when managing patients with HF.

Methods

This single-center, retrospective, cohort study was conducted at James H. Quillen Veterans Affairs Medical Center (JHQVAMC) in Mountain Home, Tennessee, a 174-bed tertiary medical center. The purpose of this study was to compare the incidence of ADHF in patients who received PTZ vs cefepime (CFP). This project was reviewed by the JHQVAMC Institutional Review Board and deemed exempt as a clinical process improvement operations activity.

The antimicrobial stewardship team at JHQVAMC reviewed the use of PTZ in veterans between January 1, 2018, to December 31, 2019, and compared baseline demographics, history of HF, and outcomes in patients receiving analogous broad-spectrum empiric antibiotic therapy with CFP. Patients were included if they received at least 24 hours of PTZ or CFP. Patients were excluded if they were diagnosed with ADHF before initiation of antibiotic therapy. Patients with ADHF were identified by clinical diagnosis of ADHF documented by the treating clinician and reaffirmed by the study clinician during retrospective chart review. Clinical information used to determine ADHF included clinical presentation, imaging (ie, chest X-ray, echocardiograms), and laboratory parameters, such as B-type natriuretic peptide. The primary endpoint of this study was the incidence of ADHF during the current hospitalization. Secondary endpoints included the length of hospital stay, hospital readmission, and overall mortality. Patient chart reviews were performed using the JHQVAMC Computerized Patient Record System (CPRS).

Statistical Analysis

Analysis was conducted with R Software. Pearson χ2 and t tests were used to compare baseline demographics, length of stay, readmission, and mortality. Significance used was α = .05.

 

 

Results

table 1

A retrospective chart review was performed on 389 veterans. Of the 389, 204 patients received at least 24 hours of PTZ, and 185 patients received CFP. The mean age in both groups was 75 years. Patients in the PTZ group were more likely to have been admitted with the diagnosis of pneumonia (105 vs 49, P < .001). However, 29 patients (15.7%) in the CFP group were admitted with a UTI diagnosis compared with 6 patients (2.9%) in the PTZ group (P < .001) and 62 patients (33.5%) in the CFP group were admitted with a SSTI diagnosis compared with 48 patients (23.5%) in the PTZ group (P = .03). Otherwise, there were no differences between other admitting diagnoses. Additionally, there was no difference in prior history of HF between groups (Table 1).

Twenty-five patients (12.3%) in the PTZ group and 4 patients (2.2%) in the CFP group were subsequently diagnosed with ADHF (P < .001). Hospital readmissions due to HF were higher in the PTZ group compared with the CFP group (11 vs 2, P = .02). Hospital readmission due to other causes was not significantly different between groups. Hospital readmission due to infection occurred in 18 patients who received PTZ and 25 who received CFP (8.8% vs 13.5%, P = .14). Hospital readmission due to any other indication occurred in 24 patients who received PTZ and 24 who received CFP (11.8% vs 13.0%, P = .72). There was no statistically significant difference in all-cause mortality during the associated admission or within 6 months of discharge between groups, with 59 total deaths in the PTZ group and 50 in the CFP group (28.9% vs 27.0%, P = .63).

table 2

There was no difference in length of stay outcomes between patients receiving PTZ compared with CFP. Twenty-eight patients in the PTZ group and 20 in the CFP group had a length of stay duration of < 3 days (13.7% vs 10.8%, P = .46). Seventy-three patients in the PTZ group and 76 in the CFP group had a length of stay duration of 4 to 6 days (36.3% vs 41.1%, P = .28). One hundred three patients in the PTZ group and 89 in the CFP group had a length of stay duration ≥ 7 days (50.5% vs 48.1%, P = .78). Table 2 includes a complete overview of primary and secondary endpoint results.

Discussion

The American Heart Association (AHA) lists PTZ as a medication that may cause or exacerbate HF, though no studies have identified a clear association between PTZ use and ADHF.4 Sodium restriction is consistently recommended as an important strategy for the prevention of ADHF. Accordingly, PTZ prescribing information and the AHA advise careful consideration with PTZ use in this patient population.1,4

The specific mechanism responsible for the association of PTZ with cardiac-related adverse outcomes is unclear. It is easy to presume that the sodium content of PTZ is solely responsible; however, other antibiotic regimens not included as agents of concern by the AHA, such as meropenem, can approach similar overall daily sodium amounts.4,7 Additionally, total sodium and volume can also be contributed by various IV medications and fluids. This study did not evaluate total sodium intake from all sources, but it is notable that this study identified a possible trend toward the risk of ADHF with PTZ use in a routine practice environment. It is reasonable to postulate additional intrinsic properties of PTZ may be contributing to the development of ADHF, such as its association with renal injury possibly resulting in increased fluid retainment and subsequent fluid volume overload.1,2,4 Other hypothesized mechanisms may include those previously described, such as direct myocardial toxicity; negative inotropic, lusitropic, or chronotropic effects; exacerbating hypertension; and drug-drug interactions that limit the benefits of HF medications, although these have not been overtly associated with PTZ in the literature to date.4,8

ADHF can present similarly to other acute pulmonary conditions, including pneumonia.9,10 It is important to acknowledge the challenge this creates for diagnosticians to differentiate between these conditions rapidly and precisely. As a result, this patient population is likely at increased risk of IV antibiotic exposure. Other studies have identified worse outcomes in patients who receive potentially unwarranted IV antibiotics in patients with ADHF.9,10 The results of this study further emphasize the importance of careful considerate antibiotic selection and overall avoidance of unnecessary antibiotic exposure to limit potential adverse outcomes.

Limitations

There are various limitations to this study. Firstly, no women were included due to the predominantly male population within the Veterans Health Administration system. Secondly, this study was retrospective in design and was therefore limited to the completeness and accuracy of the available data collected. Additionally, this study evaluated any ADHF episode during the associated hospitalization as the primary endpoint. The time to diagnosis of ADHF in relation to PTZ initiation was not evaluated, which may have helped better elucidate this possible association. Furthermore, while a significant statistical difference was identified, the smaller sample size may have limited the ability to accurately identify differences in lower event rate outcomes.

Conclusions

This study identifies an association between PTZ use and significant cardiac-related adverse outcomes, including increased incidence of ADHF and readmission due to HF exacerbation. While more research is needed to define the exact mechanisms by which PTZ may precipitate acute decompensation in patients with HF, it is judicious to consider close monitoring or the avoidance of PTZ when appropriate antibiotic alternatives are available in patients with a known history of HF.

References

1. Zosyn. Package insert. Wyeth Pharmaceuticals; 2020.

2. Jensen JU, Hein L, Lundgren B, et al. Kidney failure related to broad-spectrum antibiotics in critically ill patients: secondary end point results from a 1200 patient randomised trial. BMJ Open. 2012;2(2):e000635. Published 2012 Mar 11. doi:10.1136/bmjopen-2011-000635

3. Kadomura S, Takekuma Y, Sato Y, et al. Higher incidence of acute kidney injury in patients treated with piperacillin/tazobactam than in patients treated with cefepime: a single-center retrospective cohort study. J Pharm Health Care Sci. 2019;5:13. Published 2019 Jun 12. doi:10.1186/s40780-019-0142-6

4. Page RL 2nd, O’Bryant CL, Cheng D, et al. Drugs that may cause or exacerbate heart failure: a scientific statement from the American Heart Association. Circulation. 2016;134(6):e32-e69. doi:10.1161/CIR.0000000000000426

5. Bozkurt B, Hershberger RE, Butler J, et al. 2021 ACC/AHA key data elements and definitions for heart failure: a report of the American College of Cardiology/American Heart Association task force on clinical data standards. J Am Coll Cardiol. 2021;77(16):2053-2150.

6. Virani SS, Alonso A, Aparicio HJ, et al. Heart disease and stroke statistics-2021 update: a report from the American Heart Association. Circulation. 2021;143(8):e254-e743. doi:10.1161/CIR.0000000000000950

7. Merrem. Package insert. Pfizer Labs; 2021.

8. Keller GA, Alvarez PA, Ponte ML, et al. Drug-induced QTc interval prolongation: a multicenter study to detect drugs and clinical factors involved in every day practice. Curr Drug Saf. 2016;11(1):86-98. doi:10.2174/1574886311207040262

9. Wu S, Alikhil M, Forsyth R, Allen B. Impact of potentially unwarranted intravenous antibiotics targeting pulmonary infections in acute decompensated heart failure. J Pharm Technol. 2021;37(6):298-303. doi:10.1177/87551225211038020

10. Frisbee J, Heidel RH, Rasnake MS. Adverse outcomes associated with potentially inappropriate antibiotic use in heart failure admissions. Open Forum Infect Dis. 2019;6(6):ofz220. doi:10.1093/ofid/ofz220

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Author and Disclosure Information

Hans R. Scheerenberger, PharmDa; Susan Kullab, MDa,b; Ahmed Elgazzar, DScb; Nicole Lewis, PhDc; Wael E. Shams, MDa,b

Correspondence: Hans Scheerenberger ([email protected])

aJames H. Quillen Veterans Affairs Medical Center, Mountain Home, Tennessee

bQuillen College of Medicine, East Tennessee State University, Johnson City

cCollege of Arts and Sciences, East Tennessee State University, Johnson City

Authors contributions

All authors contributed to the manuscript, each according to the work he or she has completed as described. Retrospective chart review, data collection and management: Scheerenberger, Kullab, Elgazzar, Shams. Statistical work: Lewis.

Author disclosures

The authors report no actual or potential conflicts of interest or outside sources of funding with regard to this article.

Disclaimer

The opinions expressed herein are those of the authors and do not necessarily reflect those of Federal Practitioner, Frontline Medical Communications Inc., the U.S. Government, or any of its agencies. This article may discuss unlabeled or investigational use of certain drugs. Please review the complete prescribing information for specific drugs or drug combinations—including indications, contraindications, warnings, and adverse effects—before administering pharmacologic therapy to patients.

Ethics and consent

This quality improvement initiative was performed via routine operational procedure by the Antimicrobial Stewardship Committee, not necessitating patient consent. This project was reviewed by the James H. Quillen Veterans Affairs Medical Center Institutional Review Board and was deemed a clinical process improvement operations activity.

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Author and Disclosure Information

Hans R. Scheerenberger, PharmDa; Susan Kullab, MDa,b; Ahmed Elgazzar, DScb; Nicole Lewis, PhDc; Wael E. Shams, MDa,b

Correspondence: Hans Scheerenberger ([email protected])

aJames H. Quillen Veterans Affairs Medical Center, Mountain Home, Tennessee

bQuillen College of Medicine, East Tennessee State University, Johnson City

cCollege of Arts and Sciences, East Tennessee State University, Johnson City

Authors contributions

All authors contributed to the manuscript, each according to the work he or she has completed as described. Retrospective chart review, data collection and management: Scheerenberger, Kullab, Elgazzar, Shams. Statistical work: Lewis.

Author disclosures

The authors report no actual or potential conflicts of interest or outside sources of funding with regard to this article.

Disclaimer

The opinions expressed herein are those of the authors and do not necessarily reflect those of Federal Practitioner, Frontline Medical Communications Inc., the U.S. Government, or any of its agencies. This article may discuss unlabeled or investigational use of certain drugs. Please review the complete prescribing information for specific drugs or drug combinations—including indications, contraindications, warnings, and adverse effects—before administering pharmacologic therapy to patients.

Ethics and consent

This quality improvement initiative was performed via routine operational procedure by the Antimicrobial Stewardship Committee, not necessitating patient consent. This project was reviewed by the James H. Quillen Veterans Affairs Medical Center Institutional Review Board and was deemed a clinical process improvement operations activity.

Author and Disclosure Information

Hans R. Scheerenberger, PharmDa; Susan Kullab, MDa,b; Ahmed Elgazzar, DScb; Nicole Lewis, PhDc; Wael E. Shams, MDa,b

Correspondence: Hans Scheerenberger ([email protected])

aJames H. Quillen Veterans Affairs Medical Center, Mountain Home, Tennessee

bQuillen College of Medicine, East Tennessee State University, Johnson City

cCollege of Arts and Sciences, East Tennessee State University, Johnson City

Authors contributions

All authors contributed to the manuscript, each according to the work he or she has completed as described. Retrospective chart review, data collection and management: Scheerenberger, Kullab, Elgazzar, Shams. Statistical work: Lewis.

Author disclosures

The authors report no actual or potential conflicts of interest or outside sources of funding with regard to this article.

Disclaimer

The opinions expressed herein are those of the authors and do not necessarily reflect those of Federal Practitioner, Frontline Medical Communications Inc., the U.S. Government, or any of its agencies. This article may discuss unlabeled or investigational use of certain drugs. Please review the complete prescribing information for specific drugs or drug combinations—including indications, contraindications, warnings, and adverse effects—before administering pharmacologic therapy to patients.

Ethics and consent

This quality improvement initiative was performed via routine operational procedure by the Antimicrobial Stewardship Committee, not necessitating patient consent. This project was reviewed by the James H. Quillen Veterans Affairs Medical Center Institutional Review Board and was deemed a clinical process improvement operations activity.

Article PDF
Article PDF

Piperacillin/tazobactam (PTZ) is a combination IV antibiotic comprised of the semisynthetic antipseudomonal β-lactam, piperacillin sodium, and the β-lactamase inhibitor, tazobactam sodium.1 PTZ is extensively prescribed in the hospital setting for a multitude of infections including but not limited to the US Food and Drug Administration–approved indications: intra-abdominal infection, skin and skin structure infection (SSTI), urinary tract infection (UTI), and pneumonia. Given its broad spectrum of activity and relative safety profile, PTZ is a mainstay of many empiric IV antibiotic regimens. The primary elimination pathway for PTZ is renal excretion, and dosage adjustments are recommended with reduced creatinine clearance. Additionally, PTZ use has been associated with acute renal injury and delayed renal recovery.1-3

There are various mechanisms through which medications can contribute to acute decomopensated heart failure (ADHF).4 These mechanisms include direct cardiotoxicity; negative inotropic, lusitropic, or chronotropic effects; exacerbating hypertension; sodium loading; and drug-drug interactions that limit the benefits of heart failure (HF) medications. One potentially overlooked constituent of PTZ is the sodium content, with the standard formulation containing 65 mg of sodium per gram of piperacillin.1-3 Furthermore, PTZ must be diluted in 50 to 150 mL of diluent, commonly 0.9% sodium chloride, which can contribute an additional 177 to 531 mg of sodium per dose. PTZ prescribing information advises caution for use in patients with decreased renal, hepatic, and/or cardiac function and notes that geriatric patients, particularly with HF, may be at risk of impaired natriuresis in the setting of large sodium doses.

It is estimated that roughly 6.2 million adults in the United States have HF and prevalence continues to rise.5,6 Mortality rates after hospitalization due to HF are 20% to 25% at 1 year. Health care expenditures for the management of HF surpass $30 billion per year in the US, with most of this cost attributed to hospitalizations. Consequently, it is important to continue to identify and practice preventative strategies when managing patients with HF.

Methods

This single-center, retrospective, cohort study was conducted at James H. Quillen Veterans Affairs Medical Center (JHQVAMC) in Mountain Home, Tennessee, a 174-bed tertiary medical center. The purpose of this study was to compare the incidence of ADHF in patients who received PTZ vs cefepime (CFP). This project was reviewed by the JHQVAMC Institutional Review Board and deemed exempt as a clinical process improvement operations activity.

The antimicrobial stewardship team at JHQVAMC reviewed the use of PTZ in veterans between January 1, 2018, to December 31, 2019, and compared baseline demographics, history of HF, and outcomes in patients receiving analogous broad-spectrum empiric antibiotic therapy with CFP. Patients were included if they received at least 24 hours of PTZ or CFP. Patients were excluded if they were diagnosed with ADHF before initiation of antibiotic therapy. Patients with ADHF were identified by clinical diagnosis of ADHF documented by the treating clinician and reaffirmed by the study clinician during retrospective chart review. Clinical information used to determine ADHF included clinical presentation, imaging (ie, chest X-ray, echocardiograms), and laboratory parameters, such as B-type natriuretic peptide. The primary endpoint of this study was the incidence of ADHF during the current hospitalization. Secondary endpoints included the length of hospital stay, hospital readmission, and overall mortality. Patient chart reviews were performed using the JHQVAMC Computerized Patient Record System (CPRS).

Statistical Analysis

Analysis was conducted with R Software. Pearson χ2 and t tests were used to compare baseline demographics, length of stay, readmission, and mortality. Significance used was α = .05.

 

 

Results

table 1

A retrospective chart review was performed on 389 veterans. Of the 389, 204 patients received at least 24 hours of PTZ, and 185 patients received CFP. The mean age in both groups was 75 years. Patients in the PTZ group were more likely to have been admitted with the diagnosis of pneumonia (105 vs 49, P < .001). However, 29 patients (15.7%) in the CFP group were admitted with a UTI diagnosis compared with 6 patients (2.9%) in the PTZ group (P < .001) and 62 patients (33.5%) in the CFP group were admitted with a SSTI diagnosis compared with 48 patients (23.5%) in the PTZ group (P = .03). Otherwise, there were no differences between other admitting diagnoses. Additionally, there was no difference in prior history of HF between groups (Table 1).

Twenty-five patients (12.3%) in the PTZ group and 4 patients (2.2%) in the CFP group were subsequently diagnosed with ADHF (P < .001). Hospital readmissions due to HF were higher in the PTZ group compared with the CFP group (11 vs 2, P = .02). Hospital readmission due to other causes was not significantly different between groups. Hospital readmission due to infection occurred in 18 patients who received PTZ and 25 who received CFP (8.8% vs 13.5%, P = .14). Hospital readmission due to any other indication occurred in 24 patients who received PTZ and 24 who received CFP (11.8% vs 13.0%, P = .72). There was no statistically significant difference in all-cause mortality during the associated admission or within 6 months of discharge between groups, with 59 total deaths in the PTZ group and 50 in the CFP group (28.9% vs 27.0%, P = .63).

table 2

There was no difference in length of stay outcomes between patients receiving PTZ compared with CFP. Twenty-eight patients in the PTZ group and 20 in the CFP group had a length of stay duration of < 3 days (13.7% vs 10.8%, P = .46). Seventy-three patients in the PTZ group and 76 in the CFP group had a length of stay duration of 4 to 6 days (36.3% vs 41.1%, P = .28). One hundred three patients in the PTZ group and 89 in the CFP group had a length of stay duration ≥ 7 days (50.5% vs 48.1%, P = .78). Table 2 includes a complete overview of primary and secondary endpoint results.

Discussion

The American Heart Association (AHA) lists PTZ as a medication that may cause or exacerbate HF, though no studies have identified a clear association between PTZ use and ADHF.4 Sodium restriction is consistently recommended as an important strategy for the prevention of ADHF. Accordingly, PTZ prescribing information and the AHA advise careful consideration with PTZ use in this patient population.1,4

The specific mechanism responsible for the association of PTZ with cardiac-related adverse outcomes is unclear. It is easy to presume that the sodium content of PTZ is solely responsible; however, other antibiotic regimens not included as agents of concern by the AHA, such as meropenem, can approach similar overall daily sodium amounts.4,7 Additionally, total sodium and volume can also be contributed by various IV medications and fluids. This study did not evaluate total sodium intake from all sources, but it is notable that this study identified a possible trend toward the risk of ADHF with PTZ use in a routine practice environment. It is reasonable to postulate additional intrinsic properties of PTZ may be contributing to the development of ADHF, such as its association with renal injury possibly resulting in increased fluid retainment and subsequent fluid volume overload.1,2,4 Other hypothesized mechanisms may include those previously described, such as direct myocardial toxicity; negative inotropic, lusitropic, or chronotropic effects; exacerbating hypertension; and drug-drug interactions that limit the benefits of HF medications, although these have not been overtly associated with PTZ in the literature to date.4,8

ADHF can present similarly to other acute pulmonary conditions, including pneumonia.9,10 It is important to acknowledge the challenge this creates for diagnosticians to differentiate between these conditions rapidly and precisely. As a result, this patient population is likely at increased risk of IV antibiotic exposure. Other studies have identified worse outcomes in patients who receive potentially unwarranted IV antibiotics in patients with ADHF.9,10 The results of this study further emphasize the importance of careful considerate antibiotic selection and overall avoidance of unnecessary antibiotic exposure to limit potential adverse outcomes.

Limitations

There are various limitations to this study. Firstly, no women were included due to the predominantly male population within the Veterans Health Administration system. Secondly, this study was retrospective in design and was therefore limited to the completeness and accuracy of the available data collected. Additionally, this study evaluated any ADHF episode during the associated hospitalization as the primary endpoint. The time to diagnosis of ADHF in relation to PTZ initiation was not evaluated, which may have helped better elucidate this possible association. Furthermore, while a significant statistical difference was identified, the smaller sample size may have limited the ability to accurately identify differences in lower event rate outcomes.

Conclusions

This study identifies an association between PTZ use and significant cardiac-related adverse outcomes, including increased incidence of ADHF and readmission due to HF exacerbation. While more research is needed to define the exact mechanisms by which PTZ may precipitate acute decompensation in patients with HF, it is judicious to consider close monitoring or the avoidance of PTZ when appropriate antibiotic alternatives are available in patients with a known history of HF.

Piperacillin/tazobactam (PTZ) is a combination IV antibiotic comprised of the semisynthetic antipseudomonal β-lactam, piperacillin sodium, and the β-lactamase inhibitor, tazobactam sodium.1 PTZ is extensively prescribed in the hospital setting for a multitude of infections including but not limited to the US Food and Drug Administration–approved indications: intra-abdominal infection, skin and skin structure infection (SSTI), urinary tract infection (UTI), and pneumonia. Given its broad spectrum of activity and relative safety profile, PTZ is a mainstay of many empiric IV antibiotic regimens. The primary elimination pathway for PTZ is renal excretion, and dosage adjustments are recommended with reduced creatinine clearance. Additionally, PTZ use has been associated with acute renal injury and delayed renal recovery.1-3

There are various mechanisms through which medications can contribute to acute decomopensated heart failure (ADHF).4 These mechanisms include direct cardiotoxicity; negative inotropic, lusitropic, or chronotropic effects; exacerbating hypertension; sodium loading; and drug-drug interactions that limit the benefits of heart failure (HF) medications. One potentially overlooked constituent of PTZ is the sodium content, with the standard formulation containing 65 mg of sodium per gram of piperacillin.1-3 Furthermore, PTZ must be diluted in 50 to 150 mL of diluent, commonly 0.9% sodium chloride, which can contribute an additional 177 to 531 mg of sodium per dose. PTZ prescribing information advises caution for use in patients with decreased renal, hepatic, and/or cardiac function and notes that geriatric patients, particularly with HF, may be at risk of impaired natriuresis in the setting of large sodium doses.

It is estimated that roughly 6.2 million adults in the United States have HF and prevalence continues to rise.5,6 Mortality rates after hospitalization due to HF are 20% to 25% at 1 year. Health care expenditures for the management of HF surpass $30 billion per year in the US, with most of this cost attributed to hospitalizations. Consequently, it is important to continue to identify and practice preventative strategies when managing patients with HF.

Methods

This single-center, retrospective, cohort study was conducted at James H. Quillen Veterans Affairs Medical Center (JHQVAMC) in Mountain Home, Tennessee, a 174-bed tertiary medical center. The purpose of this study was to compare the incidence of ADHF in patients who received PTZ vs cefepime (CFP). This project was reviewed by the JHQVAMC Institutional Review Board and deemed exempt as a clinical process improvement operations activity.

The antimicrobial stewardship team at JHQVAMC reviewed the use of PTZ in veterans between January 1, 2018, to December 31, 2019, and compared baseline demographics, history of HF, and outcomes in patients receiving analogous broad-spectrum empiric antibiotic therapy with CFP. Patients were included if they received at least 24 hours of PTZ or CFP. Patients were excluded if they were diagnosed with ADHF before initiation of antibiotic therapy. Patients with ADHF were identified by clinical diagnosis of ADHF documented by the treating clinician and reaffirmed by the study clinician during retrospective chart review. Clinical information used to determine ADHF included clinical presentation, imaging (ie, chest X-ray, echocardiograms), and laboratory parameters, such as B-type natriuretic peptide. The primary endpoint of this study was the incidence of ADHF during the current hospitalization. Secondary endpoints included the length of hospital stay, hospital readmission, and overall mortality. Patient chart reviews were performed using the JHQVAMC Computerized Patient Record System (CPRS).

Statistical Analysis

Analysis was conducted with R Software. Pearson χ2 and t tests were used to compare baseline demographics, length of stay, readmission, and mortality. Significance used was α = .05.

 

 

Results

table 1

A retrospective chart review was performed on 389 veterans. Of the 389, 204 patients received at least 24 hours of PTZ, and 185 patients received CFP. The mean age in both groups was 75 years. Patients in the PTZ group were more likely to have been admitted with the diagnosis of pneumonia (105 vs 49, P < .001). However, 29 patients (15.7%) in the CFP group were admitted with a UTI diagnosis compared with 6 patients (2.9%) in the PTZ group (P < .001) and 62 patients (33.5%) in the CFP group were admitted with a SSTI diagnosis compared with 48 patients (23.5%) in the PTZ group (P = .03). Otherwise, there were no differences between other admitting diagnoses. Additionally, there was no difference in prior history of HF between groups (Table 1).

Twenty-five patients (12.3%) in the PTZ group and 4 patients (2.2%) in the CFP group were subsequently diagnosed with ADHF (P < .001). Hospital readmissions due to HF were higher in the PTZ group compared with the CFP group (11 vs 2, P = .02). Hospital readmission due to other causes was not significantly different between groups. Hospital readmission due to infection occurred in 18 patients who received PTZ and 25 who received CFP (8.8% vs 13.5%, P = .14). Hospital readmission due to any other indication occurred in 24 patients who received PTZ and 24 who received CFP (11.8% vs 13.0%, P = .72). There was no statistically significant difference in all-cause mortality during the associated admission or within 6 months of discharge between groups, with 59 total deaths in the PTZ group and 50 in the CFP group (28.9% vs 27.0%, P = .63).

table 2

There was no difference in length of stay outcomes between patients receiving PTZ compared with CFP. Twenty-eight patients in the PTZ group and 20 in the CFP group had a length of stay duration of < 3 days (13.7% vs 10.8%, P = .46). Seventy-three patients in the PTZ group and 76 in the CFP group had a length of stay duration of 4 to 6 days (36.3% vs 41.1%, P = .28). One hundred three patients in the PTZ group and 89 in the CFP group had a length of stay duration ≥ 7 days (50.5% vs 48.1%, P = .78). Table 2 includes a complete overview of primary and secondary endpoint results.

Discussion

The American Heart Association (AHA) lists PTZ as a medication that may cause or exacerbate HF, though no studies have identified a clear association between PTZ use and ADHF.4 Sodium restriction is consistently recommended as an important strategy for the prevention of ADHF. Accordingly, PTZ prescribing information and the AHA advise careful consideration with PTZ use in this patient population.1,4

The specific mechanism responsible for the association of PTZ with cardiac-related adverse outcomes is unclear. It is easy to presume that the sodium content of PTZ is solely responsible; however, other antibiotic regimens not included as agents of concern by the AHA, such as meropenem, can approach similar overall daily sodium amounts.4,7 Additionally, total sodium and volume can also be contributed by various IV medications and fluids. This study did not evaluate total sodium intake from all sources, but it is notable that this study identified a possible trend toward the risk of ADHF with PTZ use in a routine practice environment. It is reasonable to postulate additional intrinsic properties of PTZ may be contributing to the development of ADHF, such as its association with renal injury possibly resulting in increased fluid retainment and subsequent fluid volume overload.1,2,4 Other hypothesized mechanisms may include those previously described, such as direct myocardial toxicity; negative inotropic, lusitropic, or chronotropic effects; exacerbating hypertension; and drug-drug interactions that limit the benefits of HF medications, although these have not been overtly associated with PTZ in the literature to date.4,8

ADHF can present similarly to other acute pulmonary conditions, including pneumonia.9,10 It is important to acknowledge the challenge this creates for diagnosticians to differentiate between these conditions rapidly and precisely. As a result, this patient population is likely at increased risk of IV antibiotic exposure. Other studies have identified worse outcomes in patients who receive potentially unwarranted IV antibiotics in patients with ADHF.9,10 The results of this study further emphasize the importance of careful considerate antibiotic selection and overall avoidance of unnecessary antibiotic exposure to limit potential adverse outcomes.

Limitations

There are various limitations to this study. Firstly, no women were included due to the predominantly male population within the Veterans Health Administration system. Secondly, this study was retrospective in design and was therefore limited to the completeness and accuracy of the available data collected. Additionally, this study evaluated any ADHF episode during the associated hospitalization as the primary endpoint. The time to diagnosis of ADHF in relation to PTZ initiation was not evaluated, which may have helped better elucidate this possible association. Furthermore, while a significant statistical difference was identified, the smaller sample size may have limited the ability to accurately identify differences in lower event rate outcomes.

Conclusions

This study identifies an association between PTZ use and significant cardiac-related adverse outcomes, including increased incidence of ADHF and readmission due to HF exacerbation. While more research is needed to define the exact mechanisms by which PTZ may precipitate acute decompensation in patients with HF, it is judicious to consider close monitoring or the avoidance of PTZ when appropriate antibiotic alternatives are available in patients with a known history of HF.

References

1. Zosyn. Package insert. Wyeth Pharmaceuticals; 2020.

2. Jensen JU, Hein L, Lundgren B, et al. Kidney failure related to broad-spectrum antibiotics in critically ill patients: secondary end point results from a 1200 patient randomised trial. BMJ Open. 2012;2(2):e000635. Published 2012 Mar 11. doi:10.1136/bmjopen-2011-000635

3. Kadomura S, Takekuma Y, Sato Y, et al. Higher incidence of acute kidney injury in patients treated with piperacillin/tazobactam than in patients treated with cefepime: a single-center retrospective cohort study. J Pharm Health Care Sci. 2019;5:13. Published 2019 Jun 12. doi:10.1186/s40780-019-0142-6

4. Page RL 2nd, O’Bryant CL, Cheng D, et al. Drugs that may cause or exacerbate heart failure: a scientific statement from the American Heart Association. Circulation. 2016;134(6):e32-e69. doi:10.1161/CIR.0000000000000426

5. Bozkurt B, Hershberger RE, Butler J, et al. 2021 ACC/AHA key data elements and definitions for heart failure: a report of the American College of Cardiology/American Heart Association task force on clinical data standards. J Am Coll Cardiol. 2021;77(16):2053-2150.

6. Virani SS, Alonso A, Aparicio HJ, et al. Heart disease and stroke statistics-2021 update: a report from the American Heart Association. Circulation. 2021;143(8):e254-e743. doi:10.1161/CIR.0000000000000950

7. Merrem. Package insert. Pfizer Labs; 2021.

8. Keller GA, Alvarez PA, Ponte ML, et al. Drug-induced QTc interval prolongation: a multicenter study to detect drugs and clinical factors involved in every day practice. Curr Drug Saf. 2016;11(1):86-98. doi:10.2174/1574886311207040262

9. Wu S, Alikhil M, Forsyth R, Allen B. Impact of potentially unwarranted intravenous antibiotics targeting pulmonary infections in acute decompensated heart failure. J Pharm Technol. 2021;37(6):298-303. doi:10.1177/87551225211038020

10. Frisbee J, Heidel RH, Rasnake MS. Adverse outcomes associated with potentially inappropriate antibiotic use in heart failure admissions. Open Forum Infect Dis. 2019;6(6):ofz220. doi:10.1093/ofid/ofz220

References

1. Zosyn. Package insert. Wyeth Pharmaceuticals; 2020.

2. Jensen JU, Hein L, Lundgren B, et al. Kidney failure related to broad-spectrum antibiotics in critically ill patients: secondary end point results from a 1200 patient randomised trial. BMJ Open. 2012;2(2):e000635. Published 2012 Mar 11. doi:10.1136/bmjopen-2011-000635

3. Kadomura S, Takekuma Y, Sato Y, et al. Higher incidence of acute kidney injury in patients treated with piperacillin/tazobactam than in patients treated with cefepime: a single-center retrospective cohort study. J Pharm Health Care Sci. 2019;5:13. Published 2019 Jun 12. doi:10.1186/s40780-019-0142-6

4. Page RL 2nd, O’Bryant CL, Cheng D, et al. Drugs that may cause or exacerbate heart failure: a scientific statement from the American Heart Association. Circulation. 2016;134(6):e32-e69. doi:10.1161/CIR.0000000000000426

5. Bozkurt B, Hershberger RE, Butler J, et al. 2021 ACC/AHA key data elements and definitions for heart failure: a report of the American College of Cardiology/American Heart Association task force on clinical data standards. J Am Coll Cardiol. 2021;77(16):2053-2150.

6. Virani SS, Alonso A, Aparicio HJ, et al. Heart disease and stroke statistics-2021 update: a report from the American Heart Association. Circulation. 2021;143(8):e254-e743. doi:10.1161/CIR.0000000000000950

7. Merrem. Package insert. Pfizer Labs; 2021.

8. Keller GA, Alvarez PA, Ponte ML, et al. Drug-induced QTc interval prolongation: a multicenter study to detect drugs and clinical factors involved in every day practice. Curr Drug Saf. 2016;11(1):86-98. doi:10.2174/1574886311207040262

9. Wu S, Alikhil M, Forsyth R, Allen B. Impact of potentially unwarranted intravenous antibiotics targeting pulmonary infections in acute decompensated heart failure. J Pharm Technol. 2021;37(6):298-303. doi:10.1177/87551225211038020

10. Frisbee J, Heidel RH, Rasnake MS. Adverse outcomes associated with potentially inappropriate antibiotic use in heart failure admissions. Open Forum Infect Dis. 2019;6(6):ofz220. doi:10.1093/ofid/ofz220

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Unlikely Breakthrough of the Year: Chemo for Lung Cancer

Article Type
Changed
Fri, 02/02/2024 - 09:27

 

This transcript has been edited for clarity.

I’ve been spending time recently reflecting on the biggest developments from last year. I have to say that the breakthrough of the year, based on the amount of data presented and the importance of the data, is chemotherapy. I never thought I would say that. Many folks have tried to relegate chemotherapy to the museum, but last year it came to the forefront.

Let’s start with neoadjuvant therapy. We now have multiple drug approvals for giving a checkpoint inhibitor and neoadjuvant therapy in what I would say is a new standard of care for patients with locally advanced lung cancers who are candidates for surgery. In all those trials, there was a clear improvement in progression-free survival by adding a checkpoint inhibitor to chemotherapy. The cornerstone of this regimen is chemotherapy.

What about adjuvant therapy? I think one of the most astounding pieces of data last year was in the adjuvant realm. In the trial comparing adjuvant osimertinib with placebo in patients with EGFR-mutant disease, patients who received chemotherapy in addition to osimertinib had a 7% improvement in 5-year survival. Patients who had placebo, who got chemotherapy vs didn’t, had a 9% improvement in 5-year survival. Those are huge numbers for that kind of metric, and it happened with chemotherapy.

What about targeted therapies? Again, I think people were astounded that, by adding chemotherapy to osimertinib compared with osimertinib alone, there was a 9-month improvement overall in progression-free survival. I think in the presentation of the data that has been made, the most remarkable piece of data is that, in patients with brain metastases, chemotherapy on top of osimertinib improved progression-free survival. Not only did it improve progression-free survival, but it did it with brain metastases, where people think it just doesn’t help at all.

What about other, newer agents with chemotherapy? Amivantamab, I would say, has hitched itself to chemotherapy. A trial in EGFR exon 20 compared chemo to amivantamab plus chemotherapy. There again, chemo is the common denominator. Amivantamab added approximately 5 months of improved progression-free survival. Again, chemo was used. In adjuvant, neoadjuvant, and targeted therapies, chemotherapy adds.

What about the second line? I think everybody was very disappointed when second-line sotorasib gave a very tiny amount of progression-free survival improvement over docetaxel. I think we all want more for our patients than we can deliver with docetaxel. The roughly 5-week improvement seen with sotorasib was one that raised a question about the place of sotorasib in this setting.

Clearly, we’ve all seen patients have an excellent result with sotorasib as an additional option for treating patients with long progression-free survival, high rates of response, and good tolerability even at the 960 mg dose. But in the randomized trial, it wasn’t better than docetaxel. Again, I think we were disappointed with tusamitamab ravtansine in that it could not beat docetaxel either. I think the idea here is that chemo still has a huge place and still remains the treatment that we have to beat.

We’re all very excited about the antibody-drug conjugates and I think everybody sees them as another advance. Many folks have said that they are just a more precise way of delivering chemotherapy, and when you look at the side effects, it supports that — they’re largely side effects of chemotherapy with these drugs across the board. Also, when you look at the patterns of resistance, the resistance really isn’t a resistance to the targeted therapy; it’s a resistance to chemotherapy more than anything else.

So we’re happy that the antibody-drug conjugates are available and we were disappointed with tusamitamab ravtansine because we thought that it could beat docetaxel. But in truth, it didn’t, and unfortunately, that pivotal trial led to the end of the entire development program for that agent, as stated in a press release.

The molecule or treatment of the year is chemotherapy — added to targeted therapies, used with immunotherapy, and now attached to antibodies as part of antibody-drug conjugates. I think it remains, more than any one treatment, a very effective treatment for patients and deserves to be used.

There are a lot of choices here. I think you have to be very careful to choose wisely, and you also have to be careful because chemotherapy has side effects. The nice thing is that many of those side effects can be ameliorated. We have to make sure that we use all the supportive medications we can.

Who would have thought that chemotherapy would be the treatment of the year in 2023 for lung cancers?
 

Dr. Kris is chief of the thoracic oncology service and the William and Joy Ruane Chair in Thoracic Oncology at Memorial Sloan Kettering Cancer Center in New York City. He disclosed ties with AstraZeneca, Roche/Genentech, Ariad Pharmaceuticals, Pfizer Inc, and PUMA.

A version of this article appeared on Medscape.com.

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This transcript has been edited for clarity.

I’ve been spending time recently reflecting on the biggest developments from last year. I have to say that the breakthrough of the year, based on the amount of data presented and the importance of the data, is chemotherapy. I never thought I would say that. Many folks have tried to relegate chemotherapy to the museum, but last year it came to the forefront.

Let’s start with neoadjuvant therapy. We now have multiple drug approvals for giving a checkpoint inhibitor and neoadjuvant therapy in what I would say is a new standard of care for patients with locally advanced lung cancers who are candidates for surgery. In all those trials, there was a clear improvement in progression-free survival by adding a checkpoint inhibitor to chemotherapy. The cornerstone of this regimen is chemotherapy.

What about adjuvant therapy? I think one of the most astounding pieces of data last year was in the adjuvant realm. In the trial comparing adjuvant osimertinib with placebo in patients with EGFR-mutant disease, patients who received chemotherapy in addition to osimertinib had a 7% improvement in 5-year survival. Patients who had placebo, who got chemotherapy vs didn’t, had a 9% improvement in 5-year survival. Those are huge numbers for that kind of metric, and it happened with chemotherapy.

What about targeted therapies? Again, I think people were astounded that, by adding chemotherapy to osimertinib compared with osimertinib alone, there was a 9-month improvement overall in progression-free survival. I think in the presentation of the data that has been made, the most remarkable piece of data is that, in patients with brain metastases, chemotherapy on top of osimertinib improved progression-free survival. Not only did it improve progression-free survival, but it did it with brain metastases, where people think it just doesn’t help at all.

What about other, newer agents with chemotherapy? Amivantamab, I would say, has hitched itself to chemotherapy. A trial in EGFR exon 20 compared chemo to amivantamab plus chemotherapy. There again, chemo is the common denominator. Amivantamab added approximately 5 months of improved progression-free survival. Again, chemo was used. In adjuvant, neoadjuvant, and targeted therapies, chemotherapy adds.

What about the second line? I think everybody was very disappointed when second-line sotorasib gave a very tiny amount of progression-free survival improvement over docetaxel. I think we all want more for our patients than we can deliver with docetaxel. The roughly 5-week improvement seen with sotorasib was one that raised a question about the place of sotorasib in this setting.

Clearly, we’ve all seen patients have an excellent result with sotorasib as an additional option for treating patients with long progression-free survival, high rates of response, and good tolerability even at the 960 mg dose. But in the randomized trial, it wasn’t better than docetaxel. Again, I think we were disappointed with tusamitamab ravtansine in that it could not beat docetaxel either. I think the idea here is that chemo still has a huge place and still remains the treatment that we have to beat.

We’re all very excited about the antibody-drug conjugates and I think everybody sees them as another advance. Many folks have said that they are just a more precise way of delivering chemotherapy, and when you look at the side effects, it supports that — they’re largely side effects of chemotherapy with these drugs across the board. Also, when you look at the patterns of resistance, the resistance really isn’t a resistance to the targeted therapy; it’s a resistance to chemotherapy more than anything else.

So we’re happy that the antibody-drug conjugates are available and we were disappointed with tusamitamab ravtansine because we thought that it could beat docetaxel. But in truth, it didn’t, and unfortunately, that pivotal trial led to the end of the entire development program for that agent, as stated in a press release.

The molecule or treatment of the year is chemotherapy — added to targeted therapies, used with immunotherapy, and now attached to antibodies as part of antibody-drug conjugates. I think it remains, more than any one treatment, a very effective treatment for patients and deserves to be used.

There are a lot of choices here. I think you have to be very careful to choose wisely, and you also have to be careful because chemotherapy has side effects. The nice thing is that many of those side effects can be ameliorated. We have to make sure that we use all the supportive medications we can.

Who would have thought that chemotherapy would be the treatment of the year in 2023 for lung cancers?
 

Dr. Kris is chief of the thoracic oncology service and the William and Joy Ruane Chair in Thoracic Oncology at Memorial Sloan Kettering Cancer Center in New York City. He disclosed ties with AstraZeneca, Roche/Genentech, Ariad Pharmaceuticals, Pfizer Inc, and PUMA.

A version of this article appeared on Medscape.com.

 

This transcript has been edited for clarity.

I’ve been spending time recently reflecting on the biggest developments from last year. I have to say that the breakthrough of the year, based on the amount of data presented and the importance of the data, is chemotherapy. I never thought I would say that. Many folks have tried to relegate chemotherapy to the museum, but last year it came to the forefront.

Let’s start with neoadjuvant therapy. We now have multiple drug approvals for giving a checkpoint inhibitor and neoadjuvant therapy in what I would say is a new standard of care for patients with locally advanced lung cancers who are candidates for surgery. In all those trials, there was a clear improvement in progression-free survival by adding a checkpoint inhibitor to chemotherapy. The cornerstone of this regimen is chemotherapy.

What about adjuvant therapy? I think one of the most astounding pieces of data last year was in the adjuvant realm. In the trial comparing adjuvant osimertinib with placebo in patients with EGFR-mutant disease, patients who received chemotherapy in addition to osimertinib had a 7% improvement in 5-year survival. Patients who had placebo, who got chemotherapy vs didn’t, had a 9% improvement in 5-year survival. Those are huge numbers for that kind of metric, and it happened with chemotherapy.

What about targeted therapies? Again, I think people were astounded that, by adding chemotherapy to osimertinib compared with osimertinib alone, there was a 9-month improvement overall in progression-free survival. I think in the presentation of the data that has been made, the most remarkable piece of data is that, in patients with brain metastases, chemotherapy on top of osimertinib improved progression-free survival. Not only did it improve progression-free survival, but it did it with brain metastases, where people think it just doesn’t help at all.

What about other, newer agents with chemotherapy? Amivantamab, I would say, has hitched itself to chemotherapy. A trial in EGFR exon 20 compared chemo to amivantamab plus chemotherapy. There again, chemo is the common denominator. Amivantamab added approximately 5 months of improved progression-free survival. Again, chemo was used. In adjuvant, neoadjuvant, and targeted therapies, chemotherapy adds.

What about the second line? I think everybody was very disappointed when second-line sotorasib gave a very tiny amount of progression-free survival improvement over docetaxel. I think we all want more for our patients than we can deliver with docetaxel. The roughly 5-week improvement seen with sotorasib was one that raised a question about the place of sotorasib in this setting.

Clearly, we’ve all seen patients have an excellent result with sotorasib as an additional option for treating patients with long progression-free survival, high rates of response, and good tolerability even at the 960 mg dose. But in the randomized trial, it wasn’t better than docetaxel. Again, I think we were disappointed with tusamitamab ravtansine in that it could not beat docetaxel either. I think the idea here is that chemo still has a huge place and still remains the treatment that we have to beat.

We’re all very excited about the antibody-drug conjugates and I think everybody sees them as another advance. Many folks have said that they are just a more precise way of delivering chemotherapy, and when you look at the side effects, it supports that — they’re largely side effects of chemotherapy with these drugs across the board. Also, when you look at the patterns of resistance, the resistance really isn’t a resistance to the targeted therapy; it’s a resistance to chemotherapy more than anything else.

So we’re happy that the antibody-drug conjugates are available and we were disappointed with tusamitamab ravtansine because we thought that it could beat docetaxel. But in truth, it didn’t, and unfortunately, that pivotal trial led to the end of the entire development program for that agent, as stated in a press release.

The molecule or treatment of the year is chemotherapy — added to targeted therapies, used with immunotherapy, and now attached to antibodies as part of antibody-drug conjugates. I think it remains, more than any one treatment, a very effective treatment for patients and deserves to be used.

There are a lot of choices here. I think you have to be very careful to choose wisely, and you also have to be careful because chemotherapy has side effects. The nice thing is that many of those side effects can be ameliorated. We have to make sure that we use all the supportive medications we can.

Who would have thought that chemotherapy would be the treatment of the year in 2023 for lung cancers?
 

Dr. Kris is chief of the thoracic oncology service and the William and Joy Ruane Chair in Thoracic Oncology at Memorial Sloan Kettering Cancer Center in New York City. He disclosed ties with AstraZeneca, Roche/Genentech, Ariad Pharmaceuticals, Pfizer Inc, and PUMA.

A version of this article appeared on Medscape.com.

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Implementing Trustworthy AI in VA High Reliability Health Care Organizations

Article Type
Changed
Thu, 02/01/2024 - 11:46

Artificial intelligence (AI) has lagged in health care but has considerable potential to improve quality, safety, clinician experience, and access to care. It is being tested in areas like billing, hospital operations, and preventing adverse events (eg, sepsis mortality) with some early success. However, there are still many barriers preventing the widespread use of AI, such as data problems, mismatched rewards, and workplace obstacles. Innovative projects, partnerships, better rewards, and more investment could remove barriers. Implemented reliably and safely, AI can add to what clinicians know, help them work faster, cut costs, and, most importantly, improve patient care.1

AI can potentially bring several clinical benefits, such as reducing the administrative strain on clinicians and granting them more time for direct patient care. It can also improve diagnostic accuracy by analyzing patient data and diagnostic images, providing differential diagnoses, and increasing access to care by providing medical information and essential online services to patients.2

High Reliability Organizations

table 1

High reliability health care organizations have considerable experience safely launching new programs. For example, the Patient Safety Adoption Framework gives practical tips for smoothly rolling out safety initiatives (Table 1). Developed with experts and diverse views, this framework has 5 key areas: leadership, culture and context, process, measurement, and person-centeredness. These address adoption problems, guide leaders step-by-step, and focus on leadership buy-in, safety culture, cooperation, and local customization. Checklists and tools make it systematic to go from ideas to action on patient safety.3

Leadership involves establishing organizational commitment behind new safety programs. This visible commitment signals importance and priorities to others. Leaders model desired behaviors and language around safety, allocate resources, remove obstacles, and keep initiatives energized over time through consistent messaging.4 Culture and context recognizes that safety culture differs across units and facilities. Local input tailors programs to fit and examines strengths to build on, like psychological safety. Surveys gauge the existing culture and its need for change. Process details how to plan, design, test, implement, and improve new safety practices and provides a phased roadmap from idea to results. Measurement collects data to drive improvement and show impact. Metrics track progress and allow benchmarking. Person-centeredness puts patients first in safety efforts through participation, education, and transparency.

The Veterans Health Administration piloted a comprehensive high reliability hospital (HRH) model. Over 3 years, the Veterans Health Administration focused on leadership, culture, and process improvement at a hospital. After initiating the model, the pilot hospital improved its safety culture, reported more minor safety issues, and reduced deaths and complications better than other hospitals. The high-reliability approach successfully instilled principles and improved culture and outcomes. The HRH model is set to be expanded to 18 more US Department of Veterans Affairs (VA) sites for further evaluation across diverse settings.5

 

 

Trustworthy AI Framework

Table 2

AI systems are growing more powerful and widespread, including in health care. Unfortunately, irresponsible AI can introduce new harm. ChatGPT and other large language models, for example, sometimes are known to provide erroneous information in a compelling way. Clinicians and patients who use such programs can act on such information, which would lead to unforeseen negative consequences. Several frameworks on ethical AI have come from governmental groups.6-9 In 2023, the VA National AI Institute suggested a Trustworthy AI Framework based on core principles tailored for federal health care. The framework has 6 key principles: purposeful, effective and safe, secure and private, fair and equitable, transparent and explainable, and accountable and monitored (Table 2).10

First, AI must clearly help veterans while minimizing risks. To ensure purpose, the VA will assess patient and clinician needs and design AI that targets meaningful problems to avoid scope creep or feature bloat. For example, adding new features to the AI software after release can clutter and complicate the interface, making it difficult to use. Rigorous testing will confirm that AI meets intent prior to deployment. Second, AI is designed and checked for effectiveness, safety, and reliability. The VA pledges to monitor AI’s impact to ensure it performs as expected without unintended consequences. Algorithms will be stress tested across representative datasets and approval processes will screen for safety issues. Third, AI models are secured from vulnerabilities and misuse. Technical controls will prevent unauthorized access or changes to AI systems. Audits will check for appropriate internal usage per policies. Continual patches and upgrades will maintain security. Fourth, the VA manages AI for fairness, avoiding bias. They will proactively assess datasets and algorithms for potential biases based on protected attributes like race, gender, or age. Biased outputs will be addressed through techniques such as data augmentation, reweighting, and algorithm tweaks. Fifth, transparency explains AI’s role in care. Documentation will detail an AI system’s data sources, methodology, testing, limitations, and integration with clinical workflows. Clinicians and patients will receive education on interpreting AI outputs. Finally, the VA pledges to closely monitor AI systems to sustain trust. The VA will establish oversight processes to quickly identify any declines in reliability or unfair impacts on subgroups. AI models will be retrained as needed based on incoming data patterns.

Each Trustworthy AI Framework principle connects to others in existing frameworks. The purpose principle aligns with human-centric AI focused on benefits. Effectiveness and safety link to technical robustness and risk management principles. Security maps to privacy protection principles. Fairness connects to principles of avoiding bias and discrimination. Transparency corresponds with accountable and explainable AI. Monitoring and accountability tie back to governance principles. Overall, the VA framework aims to guide ethical AI based on context. It offers a model for managing risks and building trust in health care AI.

Combining VA principles with high-reliability safety principles can ensure that AI benefits veterans. The leadership and culture aspects will drive commitment to trustworthy AI practices. Leaders will communicate the importance of responsible AI through words and actions. Culture surveys can assess baseline awareness of AI ethics issues to target education. AI security and fairness will be emphasized as safety critical. The process aspect will institute policies and procedures to uphold AI principles through the project lifecycle. For example, structured testing processes will validate safety. Measurement will collect data on principles like transparency and fairness. Dashboards can track metrics like explainability and biases. A patient-centered approach will incorporate veteran perspectives on AI through participatory design and advisory councils. They can give input on AI explainability and potential biases based on their diverse backgrounds.

Conclusions

Joint principles will lead to successful AI that improves care while proactively managing risks. Involve leaders to stress the necessity of eliminating biases. Build security into the AI development process. Co-design AI transparency features with end users. Closely monitor the impact of AI across safety, fairness, and other principles. Adhering to both Trustworthy AI and high reliability organizations principles will earn veterans’ confidence. Health care organizations like the VA can integrate ethical AI safely via established frameworks. With responsible design and implementation, AI’s potential to enhance care quality, safety, and access can be realized.

Acknowledgments

We would like to acknowledge Joshua Mueller, Theo Tiffney, John Zachary, and Gil Alterovitz for their excellent work creating the VA Trustworthy Principles. This material is the result of work supported by resources and the use of facilities at the James A. Haley Veterans’ Hospital.

References

1. Sahni NR, Carrus B. Artificial intelligence in U.S. health care delivery. N Engl J Med. 2023;389(4):348-358. doi:10.1056/NEJMra2204673

2. Borkowski AA, Jakey CE, Mastorides SM, et al. Applications of ChatGPT and large language models in medicine and health care: benefits and pitfalls. Fed Pract. 2023;40(6):170-173. doi:10.12788/fp.0386

3. Moyal-Smith R, Margo J, Maloney FL, et al. The patient safety adoption framework: a practical framework to bridge the know-do gap. J Patient Saf. 2023;19(4):243-248. doi:10.1097/PTS.0000000000001118

4. Isaacks DB, Anderson TM, Moore SC, Patterson W, Govindan S. High reliability organization principles improve VA workplace burnout: the Truman THRIVE2 model. Am J Med Qual. 2021;36(6):422-428. doi:10.1097/01.JMQ.0000735516.35323.97

5. Sculli GL, Pendley-Louis R, Neily J, et al. A high-reliability organization framework for health care: a multiyear implementation strategy and associated outcomes. J Patient Saf. 2022;18(1):64-70. doi:10.1097/PTS.0000000000000788

6. National Institute of Standards and Technology. AI risk management framework. Accessed January 2, 2024. https://www.nist.gov/itl/ai-risk-management-framework

7. Executive Office of the President, Office of Science and Technology Policy. Blueprint for an AI Bill of Rights. Accessed January 11, 2024. https://www.whitehouse.gov/ostp/ai-bill-of-rights

8. Executive Office of the President. Executive Order 13960: promoting the use of trustworthy artificial intelligence in the federal government. Fed Regist. 2020;89(236):78939-78943.

9. Biden JR. Executive Order on the safe, secure, and trustworthy development and use of artificial intelligence. Published October 30, 2023. Accessed January 11, 2024. https://www.whitehouse.gov/briefing-room/presidential-actions/2023/10/30/executive-order-on-the-safe-secure-and-trustworthy-development-and-use-of-artificial-intelligence/

10. US Department of Veterans Affairs. Trustworthy AI. Accessed January 11, 2024. https://department.va.gov/ai/trustworthy/

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Correspondence:  Andrew Borkowski  ([email protected])

aVeterans Affairs Sunshine Healthcare Network, Tampa, Florida

bUniversity of South Florida Morsani College of Medicine, Tampa

cVeterans Affairs National Artificial Intelligence Institute

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The authors report no actual or potential conflicts of interest or outside sources of funding with regard to this article.

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The opinions expressed herein are those of the authors and do not necessarily reflect those of Federal Practitioner, Frontline Medical Communications Inc., the US Government, or any of its agencies.

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bUniversity of South Florida Morsani College of Medicine, Tampa

cVeterans Affairs National Artificial Intelligence Institute

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The authors report no actual or potential conflicts of interest or outside sources of funding with regard to this article.

Disclaimer

The opinions expressed herein are those of the authors and do not necessarily reflect those of Federal Practitioner, Frontline Medical Communications Inc., the US Government, or any of its agencies.

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David B. Isaacks, FACHEa; Andrew A. Borkowski, MDa,b,c 

Correspondence:  Andrew Borkowski  ([email protected])

aVeterans Affairs Sunshine Healthcare Network, Tampa, Florida

bUniversity of South Florida Morsani College of Medicine, Tampa

cVeterans Affairs National Artificial Intelligence Institute

Author disclosures

The authors report no actual or potential conflicts of interest or outside sources of funding with regard to this article.

Disclaimer

The opinions expressed herein are those of the authors and do not necessarily reflect those of Federal Practitioner, Frontline Medical Communications Inc., the US Government, or any of its agencies.

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Article PDF

Artificial intelligence (AI) has lagged in health care but has considerable potential to improve quality, safety, clinician experience, and access to care. It is being tested in areas like billing, hospital operations, and preventing adverse events (eg, sepsis mortality) with some early success. However, there are still many barriers preventing the widespread use of AI, such as data problems, mismatched rewards, and workplace obstacles. Innovative projects, partnerships, better rewards, and more investment could remove barriers. Implemented reliably and safely, AI can add to what clinicians know, help them work faster, cut costs, and, most importantly, improve patient care.1

AI can potentially bring several clinical benefits, such as reducing the administrative strain on clinicians and granting them more time for direct patient care. It can also improve diagnostic accuracy by analyzing patient data and diagnostic images, providing differential diagnoses, and increasing access to care by providing medical information and essential online services to patients.2

High Reliability Organizations

table 1

High reliability health care organizations have considerable experience safely launching new programs. For example, the Patient Safety Adoption Framework gives practical tips for smoothly rolling out safety initiatives (Table 1). Developed with experts and diverse views, this framework has 5 key areas: leadership, culture and context, process, measurement, and person-centeredness. These address adoption problems, guide leaders step-by-step, and focus on leadership buy-in, safety culture, cooperation, and local customization. Checklists and tools make it systematic to go from ideas to action on patient safety.3

Leadership involves establishing organizational commitment behind new safety programs. This visible commitment signals importance and priorities to others. Leaders model desired behaviors and language around safety, allocate resources, remove obstacles, and keep initiatives energized over time through consistent messaging.4 Culture and context recognizes that safety culture differs across units and facilities. Local input tailors programs to fit and examines strengths to build on, like psychological safety. Surveys gauge the existing culture and its need for change. Process details how to plan, design, test, implement, and improve new safety practices and provides a phased roadmap from idea to results. Measurement collects data to drive improvement and show impact. Metrics track progress and allow benchmarking. Person-centeredness puts patients first in safety efforts through participation, education, and transparency.

The Veterans Health Administration piloted a comprehensive high reliability hospital (HRH) model. Over 3 years, the Veterans Health Administration focused on leadership, culture, and process improvement at a hospital. After initiating the model, the pilot hospital improved its safety culture, reported more minor safety issues, and reduced deaths and complications better than other hospitals. The high-reliability approach successfully instilled principles and improved culture and outcomes. The HRH model is set to be expanded to 18 more US Department of Veterans Affairs (VA) sites for further evaluation across diverse settings.5

 

 

Trustworthy AI Framework

Table 2

AI systems are growing more powerful and widespread, including in health care. Unfortunately, irresponsible AI can introduce new harm. ChatGPT and other large language models, for example, sometimes are known to provide erroneous information in a compelling way. Clinicians and patients who use such programs can act on such information, which would lead to unforeseen negative consequences. Several frameworks on ethical AI have come from governmental groups.6-9 In 2023, the VA National AI Institute suggested a Trustworthy AI Framework based on core principles tailored for federal health care. The framework has 6 key principles: purposeful, effective and safe, secure and private, fair and equitable, transparent and explainable, and accountable and monitored (Table 2).10

First, AI must clearly help veterans while minimizing risks. To ensure purpose, the VA will assess patient and clinician needs and design AI that targets meaningful problems to avoid scope creep or feature bloat. For example, adding new features to the AI software after release can clutter and complicate the interface, making it difficult to use. Rigorous testing will confirm that AI meets intent prior to deployment. Second, AI is designed and checked for effectiveness, safety, and reliability. The VA pledges to monitor AI’s impact to ensure it performs as expected without unintended consequences. Algorithms will be stress tested across representative datasets and approval processes will screen for safety issues. Third, AI models are secured from vulnerabilities and misuse. Technical controls will prevent unauthorized access or changes to AI systems. Audits will check for appropriate internal usage per policies. Continual patches and upgrades will maintain security. Fourth, the VA manages AI for fairness, avoiding bias. They will proactively assess datasets and algorithms for potential biases based on protected attributes like race, gender, or age. Biased outputs will be addressed through techniques such as data augmentation, reweighting, and algorithm tweaks. Fifth, transparency explains AI’s role in care. Documentation will detail an AI system’s data sources, methodology, testing, limitations, and integration with clinical workflows. Clinicians and patients will receive education on interpreting AI outputs. Finally, the VA pledges to closely monitor AI systems to sustain trust. The VA will establish oversight processes to quickly identify any declines in reliability or unfair impacts on subgroups. AI models will be retrained as needed based on incoming data patterns.

Each Trustworthy AI Framework principle connects to others in existing frameworks. The purpose principle aligns with human-centric AI focused on benefits. Effectiveness and safety link to technical robustness and risk management principles. Security maps to privacy protection principles. Fairness connects to principles of avoiding bias and discrimination. Transparency corresponds with accountable and explainable AI. Monitoring and accountability tie back to governance principles. Overall, the VA framework aims to guide ethical AI based on context. It offers a model for managing risks and building trust in health care AI.

Combining VA principles with high-reliability safety principles can ensure that AI benefits veterans. The leadership and culture aspects will drive commitment to trustworthy AI practices. Leaders will communicate the importance of responsible AI through words and actions. Culture surveys can assess baseline awareness of AI ethics issues to target education. AI security and fairness will be emphasized as safety critical. The process aspect will institute policies and procedures to uphold AI principles through the project lifecycle. For example, structured testing processes will validate safety. Measurement will collect data on principles like transparency and fairness. Dashboards can track metrics like explainability and biases. A patient-centered approach will incorporate veteran perspectives on AI through participatory design and advisory councils. They can give input on AI explainability and potential biases based on their diverse backgrounds.

Conclusions

Joint principles will lead to successful AI that improves care while proactively managing risks. Involve leaders to stress the necessity of eliminating biases. Build security into the AI development process. Co-design AI transparency features with end users. Closely monitor the impact of AI across safety, fairness, and other principles. Adhering to both Trustworthy AI and high reliability organizations principles will earn veterans’ confidence. Health care organizations like the VA can integrate ethical AI safely via established frameworks. With responsible design and implementation, AI’s potential to enhance care quality, safety, and access can be realized.

Acknowledgments

We would like to acknowledge Joshua Mueller, Theo Tiffney, John Zachary, and Gil Alterovitz for their excellent work creating the VA Trustworthy Principles. This material is the result of work supported by resources and the use of facilities at the James A. Haley Veterans’ Hospital.

Artificial intelligence (AI) has lagged in health care but has considerable potential to improve quality, safety, clinician experience, and access to care. It is being tested in areas like billing, hospital operations, and preventing adverse events (eg, sepsis mortality) with some early success. However, there are still many barriers preventing the widespread use of AI, such as data problems, mismatched rewards, and workplace obstacles. Innovative projects, partnerships, better rewards, and more investment could remove barriers. Implemented reliably and safely, AI can add to what clinicians know, help them work faster, cut costs, and, most importantly, improve patient care.1

AI can potentially bring several clinical benefits, such as reducing the administrative strain on clinicians and granting them more time for direct patient care. It can also improve diagnostic accuracy by analyzing patient data and diagnostic images, providing differential diagnoses, and increasing access to care by providing medical information and essential online services to patients.2

High Reliability Organizations

table 1

High reliability health care organizations have considerable experience safely launching new programs. For example, the Patient Safety Adoption Framework gives practical tips for smoothly rolling out safety initiatives (Table 1). Developed with experts and diverse views, this framework has 5 key areas: leadership, culture and context, process, measurement, and person-centeredness. These address adoption problems, guide leaders step-by-step, and focus on leadership buy-in, safety culture, cooperation, and local customization. Checklists and tools make it systematic to go from ideas to action on patient safety.3

Leadership involves establishing organizational commitment behind new safety programs. This visible commitment signals importance and priorities to others. Leaders model desired behaviors and language around safety, allocate resources, remove obstacles, and keep initiatives energized over time through consistent messaging.4 Culture and context recognizes that safety culture differs across units and facilities. Local input tailors programs to fit and examines strengths to build on, like psychological safety. Surveys gauge the existing culture and its need for change. Process details how to plan, design, test, implement, and improve new safety practices and provides a phased roadmap from idea to results. Measurement collects data to drive improvement and show impact. Metrics track progress and allow benchmarking. Person-centeredness puts patients first in safety efforts through participation, education, and transparency.

The Veterans Health Administration piloted a comprehensive high reliability hospital (HRH) model. Over 3 years, the Veterans Health Administration focused on leadership, culture, and process improvement at a hospital. After initiating the model, the pilot hospital improved its safety culture, reported more minor safety issues, and reduced deaths and complications better than other hospitals. The high-reliability approach successfully instilled principles and improved culture and outcomes. The HRH model is set to be expanded to 18 more US Department of Veterans Affairs (VA) sites for further evaluation across diverse settings.5

 

 

Trustworthy AI Framework

Table 2

AI systems are growing more powerful and widespread, including in health care. Unfortunately, irresponsible AI can introduce new harm. ChatGPT and other large language models, for example, sometimes are known to provide erroneous information in a compelling way. Clinicians and patients who use such programs can act on such information, which would lead to unforeseen negative consequences. Several frameworks on ethical AI have come from governmental groups.6-9 In 2023, the VA National AI Institute suggested a Trustworthy AI Framework based on core principles tailored for federal health care. The framework has 6 key principles: purposeful, effective and safe, secure and private, fair and equitable, transparent and explainable, and accountable and monitored (Table 2).10

First, AI must clearly help veterans while minimizing risks. To ensure purpose, the VA will assess patient and clinician needs and design AI that targets meaningful problems to avoid scope creep or feature bloat. For example, adding new features to the AI software after release can clutter and complicate the interface, making it difficult to use. Rigorous testing will confirm that AI meets intent prior to deployment. Second, AI is designed and checked for effectiveness, safety, and reliability. The VA pledges to monitor AI’s impact to ensure it performs as expected without unintended consequences. Algorithms will be stress tested across representative datasets and approval processes will screen for safety issues. Third, AI models are secured from vulnerabilities and misuse. Technical controls will prevent unauthorized access or changes to AI systems. Audits will check for appropriate internal usage per policies. Continual patches and upgrades will maintain security. Fourth, the VA manages AI for fairness, avoiding bias. They will proactively assess datasets and algorithms for potential biases based on protected attributes like race, gender, or age. Biased outputs will be addressed through techniques such as data augmentation, reweighting, and algorithm tweaks. Fifth, transparency explains AI’s role in care. Documentation will detail an AI system’s data sources, methodology, testing, limitations, and integration with clinical workflows. Clinicians and patients will receive education on interpreting AI outputs. Finally, the VA pledges to closely monitor AI systems to sustain trust. The VA will establish oversight processes to quickly identify any declines in reliability or unfair impacts on subgroups. AI models will be retrained as needed based on incoming data patterns.

Each Trustworthy AI Framework principle connects to others in existing frameworks. The purpose principle aligns with human-centric AI focused on benefits. Effectiveness and safety link to technical robustness and risk management principles. Security maps to privacy protection principles. Fairness connects to principles of avoiding bias and discrimination. Transparency corresponds with accountable and explainable AI. Monitoring and accountability tie back to governance principles. Overall, the VA framework aims to guide ethical AI based on context. It offers a model for managing risks and building trust in health care AI.

Combining VA principles with high-reliability safety principles can ensure that AI benefits veterans. The leadership and culture aspects will drive commitment to trustworthy AI practices. Leaders will communicate the importance of responsible AI through words and actions. Culture surveys can assess baseline awareness of AI ethics issues to target education. AI security and fairness will be emphasized as safety critical. The process aspect will institute policies and procedures to uphold AI principles through the project lifecycle. For example, structured testing processes will validate safety. Measurement will collect data on principles like transparency and fairness. Dashboards can track metrics like explainability and biases. A patient-centered approach will incorporate veteran perspectives on AI through participatory design and advisory councils. They can give input on AI explainability and potential biases based on their diverse backgrounds.

Conclusions

Joint principles will lead to successful AI that improves care while proactively managing risks. Involve leaders to stress the necessity of eliminating biases. Build security into the AI development process. Co-design AI transparency features with end users. Closely monitor the impact of AI across safety, fairness, and other principles. Adhering to both Trustworthy AI and high reliability organizations principles will earn veterans’ confidence. Health care organizations like the VA can integrate ethical AI safely via established frameworks. With responsible design and implementation, AI’s potential to enhance care quality, safety, and access can be realized.

Acknowledgments

We would like to acknowledge Joshua Mueller, Theo Tiffney, John Zachary, and Gil Alterovitz for their excellent work creating the VA Trustworthy Principles. This material is the result of work supported by resources and the use of facilities at the James A. Haley Veterans’ Hospital.

References

1. Sahni NR, Carrus B. Artificial intelligence in U.S. health care delivery. N Engl J Med. 2023;389(4):348-358. doi:10.1056/NEJMra2204673

2. Borkowski AA, Jakey CE, Mastorides SM, et al. Applications of ChatGPT and large language models in medicine and health care: benefits and pitfalls. Fed Pract. 2023;40(6):170-173. doi:10.12788/fp.0386

3. Moyal-Smith R, Margo J, Maloney FL, et al. The patient safety adoption framework: a practical framework to bridge the know-do gap. J Patient Saf. 2023;19(4):243-248. doi:10.1097/PTS.0000000000001118

4. Isaacks DB, Anderson TM, Moore SC, Patterson W, Govindan S. High reliability organization principles improve VA workplace burnout: the Truman THRIVE2 model. Am J Med Qual. 2021;36(6):422-428. doi:10.1097/01.JMQ.0000735516.35323.97

5. Sculli GL, Pendley-Louis R, Neily J, et al. A high-reliability organization framework for health care: a multiyear implementation strategy and associated outcomes. J Patient Saf. 2022;18(1):64-70. doi:10.1097/PTS.0000000000000788

6. National Institute of Standards and Technology. AI risk management framework. Accessed January 2, 2024. https://www.nist.gov/itl/ai-risk-management-framework

7. Executive Office of the President, Office of Science and Technology Policy. Blueprint for an AI Bill of Rights. Accessed January 11, 2024. https://www.whitehouse.gov/ostp/ai-bill-of-rights

8. Executive Office of the President. Executive Order 13960: promoting the use of trustworthy artificial intelligence in the federal government. Fed Regist. 2020;89(236):78939-78943.

9. Biden JR. Executive Order on the safe, secure, and trustworthy development and use of artificial intelligence. Published October 30, 2023. Accessed January 11, 2024. https://www.whitehouse.gov/briefing-room/presidential-actions/2023/10/30/executive-order-on-the-safe-secure-and-trustworthy-development-and-use-of-artificial-intelligence/

10. US Department of Veterans Affairs. Trustworthy AI. Accessed January 11, 2024. https://department.va.gov/ai/trustworthy/

References

1. Sahni NR, Carrus B. Artificial intelligence in U.S. health care delivery. N Engl J Med. 2023;389(4):348-358. doi:10.1056/NEJMra2204673

2. Borkowski AA, Jakey CE, Mastorides SM, et al. Applications of ChatGPT and large language models in medicine and health care: benefits and pitfalls. Fed Pract. 2023;40(6):170-173. doi:10.12788/fp.0386

3. Moyal-Smith R, Margo J, Maloney FL, et al. The patient safety adoption framework: a practical framework to bridge the know-do gap. J Patient Saf. 2023;19(4):243-248. doi:10.1097/PTS.0000000000001118

4. Isaacks DB, Anderson TM, Moore SC, Patterson W, Govindan S. High reliability organization principles improve VA workplace burnout: the Truman THRIVE2 model. Am J Med Qual. 2021;36(6):422-428. doi:10.1097/01.JMQ.0000735516.35323.97

5. Sculli GL, Pendley-Louis R, Neily J, et al. A high-reliability organization framework for health care: a multiyear implementation strategy and associated outcomes. J Patient Saf. 2022;18(1):64-70. doi:10.1097/PTS.0000000000000788

6. National Institute of Standards and Technology. AI risk management framework. Accessed January 2, 2024. https://www.nist.gov/itl/ai-risk-management-framework

7. Executive Office of the President, Office of Science and Technology Policy. Blueprint for an AI Bill of Rights. Accessed January 11, 2024. https://www.whitehouse.gov/ostp/ai-bill-of-rights

8. Executive Office of the President. Executive Order 13960: promoting the use of trustworthy artificial intelligence in the federal government. Fed Regist. 2020;89(236):78939-78943.

9. Biden JR. Executive Order on the safe, secure, and trustworthy development and use of artificial intelligence. Published October 30, 2023. Accessed January 11, 2024. https://www.whitehouse.gov/briefing-room/presidential-actions/2023/10/30/executive-order-on-the-safe-secure-and-trustworthy-development-and-use-of-artificial-intelligence/

10. US Department of Veterans Affairs. Trustworthy AI. Accessed January 11, 2024. https://department.va.gov/ai/trustworthy/

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Small PFS gain in metastatic prostate cancer with TKI and ICI

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Men with metastatic castration-resistant prostate cancer (mCRPC) that had progressed despite treatment with novel hormonal therapy had a slight but statistically significant improvement in progression-free survival (PFS) with a combination of a targeted agent and immunotherapy compared with a second-line novel hormonal therapy.

The combination of the tyrosine kinase inhibitor (TKI), cabozantinib (Cabometyx), and the immune checkpoint inhibitor (ICI), atezolizumab (Tecentriq), was associated with a median PFS of 6.3 months vs 4.2 months for patients assigned to second hormonal therapy with either abiraterone (Zytiga) and prednisone, or enzalutamide (Xtandi) in the CONTACT-02 trial, Neeraj Agarwal, MD, reported at the ASCO Genitourinary Cancers Symposium. 

“CONTACT 2 is the first phase 3 trial of the TKI/ICI combination to show statistically significant improvement in PFS in patients with mCRPC,” said Dr. Agarwal, of the Huntsman Cancer Institute at the University of Utah in Salt Lake City.

­­The data support the combination of cabozantinib and atezolizumab as a potential new treatment option for patients with mCRPC that has progressed on novel hormonal therapy, he said.
 

Study Design Questioned

That opinion, however, was not shared by Kim N. Chi, MD, of the University of British Columbia in Vancouver, BC, Canada, the invited discussant.

Dr. Chi acknowledged that the study results as presented were positive, but also pointed to several limitations, including the small difference between the treatment groups in radiographic progression-free survival (rPFS).

“I would say the rPFS benefit is modest, and in the absence of other improvements the difference in the median rPFS is equivalent from one scan to the next in the scanning cycle. I would argue about the clinical significance of that,” he said.

He also noted that there was no improvement in the investigational arm in patient-reported outcomes, and that pain progression and quality-of-life deterioration occurred within 2 to 4 months, which is “quite quick.”

Additionally, he questioned the choice of an androgen receptor pathway inhibitor (ARPI) switch as the control arm of the study.

“I’d also argue that ARPI switch is not the best standard of care for this patient population with measurable disease and 40% visceral metastases; there are better options,” he said.

For example, in phase 3 trials, docetaxel and cabazitaxel (Jevtana) have consistently demonstrated radiographic PFS of 8 to 9 months. In addition, lutetium-177–PSMA-617, a radioligand therapy that delivers beta-particle radiation to PSMA-expressing cells and the tumor microenvironment, has also been shown to have PFS and overall survival benefits, he said.

“Irrespective of regulatory decisions, I personally could not recommend this at this time, given the data that we’ve seen and the better options that are available for this patient population,” Dr. Chi said.
 

Real-World Practice

“Kim Chi offered a pretty fair critique and summary of the control arm, but in real world practice, ARPI switch, from abi [abiraterone] to enza [enzalutamide] or enza to abi continues to be used in routine clinical practice for various reasons,” Xin Gao, MD, a genitourinary oncologist at Mass General Cancer Center in Boston, said in an interview.

“There are patients who can’t tolerate chemotherapy or don’t want chemotherapy, and we do know also that there are patients who can benefit from an ARPI switch, especially some patients with more indolent disease,” said Dr. Gao, who attended the presentation but was not involved in the study.

He noted that some patients being switched from abiraterone to enzalutamide have clinical responses, and that the ARPIs are generally more tolerable than chemotherapy.

In addition, CONTACT-02 is one of a series of trials in which ARPI switch was used as the control arm, and many of these trials were initiated before there were data confirming the superior efficacy of some newer therapeutic options, Dr. Gao noted.

He agreed, however that there is growing evidence to show that ARPI switch may not be the optimal choice for patients with more measurable disease, especially visceral metastases, and other more aggressive forms of mCRPC.
 

CONTACT-02 Details

Investigators in the phase 3 study screened 866 men with mCRPC and after stratification by liver metastases, prior docetaxel use for castration-sensitive prostate cancer, and disease stage for which the first novel hormonal therapy was given. About 500 patients (507) were randomized to receive either oral cabozantinib 40 mg daily plus intravenous atezolizumab 1200 mg every 3 weeks or second hormonal therapy with either abiraterone 1000 mg with oral prednisone 5 mg twice daily, or oral enzalutamide 160 mg daily.

After a median follow-up of 14.3 months in the PFS intention-to-treat population, the median ­PFS by blinded central review was 6.3 months with cabozantinib/atezolizumab and 4.2 months with second hormonal therapy. This translated into a hazard ratio of 0.64 (P = .0002). The results were similar for a PFS analysis according to Prostate Cancer Working Group 3 criteria.

The combination was also associated with modest improvements in PFS in prespecified subgroups, including patients who had liver or bone metastases and those who had previously received docetaxel.

There were no significant differences in overall survival at the time of data cutoff. Overall survival data were not mature and will be reported at a later date.

Disease control rates, a composite of complete and partial responses and stable disease, were 73% with the combination and 55% with second hormonal therapy (P value not shown).
 

Safety Data

The safety analysis indicated that patients found the ARPI switch easier to tolerate than the combination.

Adverse events leading to dose reductions occurred in 40% of patients on the combination, vs 3% of patients on second hormonal therapy, and treatment-related adverse events leading to discontinuation occurred in 13% and 2%, respectively.

Grade 3 or 4 adverse events occurred in 48% of patients assigned to the combination vs. 23% of patients assigned to the ARPI switch.

In all, 8% of patients on the combination and 12% on second hormonal therapy died on study, but none of the deaths were deemed to be treatment related.­­

CONTACT-02 was sponsored by Exelixis in partnerships with Ipsen and Takeda.

Dr. Agarwal disclosed institutional research funding from Exelixis, Roche, Takeda, and others, and travel expenses from Pfizer. Dr. Chi disclosed honoraria, a consulting/advisory role and institutional research funding with Roche and others. Dr. Gao has served as a consultant or advisor to several companies, not including the sponsors of the study, and has served as principal investigator at his institution, which has received research funding from Exelixis, Takeda, and others.

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Men with metastatic castration-resistant prostate cancer (mCRPC) that had progressed despite treatment with novel hormonal therapy had a slight but statistically significant improvement in progression-free survival (PFS) with a combination of a targeted agent and immunotherapy compared with a second-line novel hormonal therapy.

The combination of the tyrosine kinase inhibitor (TKI), cabozantinib (Cabometyx), and the immune checkpoint inhibitor (ICI), atezolizumab (Tecentriq), was associated with a median PFS of 6.3 months vs 4.2 months for patients assigned to second hormonal therapy with either abiraterone (Zytiga) and prednisone, or enzalutamide (Xtandi) in the CONTACT-02 trial, Neeraj Agarwal, MD, reported at the ASCO Genitourinary Cancers Symposium. 

“CONTACT 2 is the first phase 3 trial of the TKI/ICI combination to show statistically significant improvement in PFS in patients with mCRPC,” said Dr. Agarwal, of the Huntsman Cancer Institute at the University of Utah in Salt Lake City.

­­The data support the combination of cabozantinib and atezolizumab as a potential new treatment option for patients with mCRPC that has progressed on novel hormonal therapy, he said.
 

Study Design Questioned

That opinion, however, was not shared by Kim N. Chi, MD, of the University of British Columbia in Vancouver, BC, Canada, the invited discussant.

Dr. Chi acknowledged that the study results as presented were positive, but also pointed to several limitations, including the small difference between the treatment groups in radiographic progression-free survival (rPFS).

“I would say the rPFS benefit is modest, and in the absence of other improvements the difference in the median rPFS is equivalent from one scan to the next in the scanning cycle. I would argue about the clinical significance of that,” he said.

He also noted that there was no improvement in the investigational arm in patient-reported outcomes, and that pain progression and quality-of-life deterioration occurred within 2 to 4 months, which is “quite quick.”

Additionally, he questioned the choice of an androgen receptor pathway inhibitor (ARPI) switch as the control arm of the study.

“I’d also argue that ARPI switch is not the best standard of care for this patient population with measurable disease and 40% visceral metastases; there are better options,” he said.

For example, in phase 3 trials, docetaxel and cabazitaxel (Jevtana) have consistently demonstrated radiographic PFS of 8 to 9 months. In addition, lutetium-177–PSMA-617, a radioligand therapy that delivers beta-particle radiation to PSMA-expressing cells and the tumor microenvironment, has also been shown to have PFS and overall survival benefits, he said.

“Irrespective of regulatory decisions, I personally could not recommend this at this time, given the data that we’ve seen and the better options that are available for this patient population,” Dr. Chi said.
 

Real-World Practice

“Kim Chi offered a pretty fair critique and summary of the control arm, but in real world practice, ARPI switch, from abi [abiraterone] to enza [enzalutamide] or enza to abi continues to be used in routine clinical practice for various reasons,” Xin Gao, MD, a genitourinary oncologist at Mass General Cancer Center in Boston, said in an interview.

“There are patients who can’t tolerate chemotherapy or don’t want chemotherapy, and we do know also that there are patients who can benefit from an ARPI switch, especially some patients with more indolent disease,” said Dr. Gao, who attended the presentation but was not involved in the study.

He noted that some patients being switched from abiraterone to enzalutamide have clinical responses, and that the ARPIs are generally more tolerable than chemotherapy.

In addition, CONTACT-02 is one of a series of trials in which ARPI switch was used as the control arm, and many of these trials were initiated before there were data confirming the superior efficacy of some newer therapeutic options, Dr. Gao noted.

He agreed, however that there is growing evidence to show that ARPI switch may not be the optimal choice for patients with more measurable disease, especially visceral metastases, and other more aggressive forms of mCRPC.
 

CONTACT-02 Details

Investigators in the phase 3 study screened 866 men with mCRPC and after stratification by liver metastases, prior docetaxel use for castration-sensitive prostate cancer, and disease stage for which the first novel hormonal therapy was given. About 500 patients (507) were randomized to receive either oral cabozantinib 40 mg daily plus intravenous atezolizumab 1200 mg every 3 weeks or second hormonal therapy with either abiraterone 1000 mg with oral prednisone 5 mg twice daily, or oral enzalutamide 160 mg daily.

After a median follow-up of 14.3 months in the PFS intention-to-treat population, the median ­PFS by blinded central review was 6.3 months with cabozantinib/atezolizumab and 4.2 months with second hormonal therapy. This translated into a hazard ratio of 0.64 (P = .0002). The results were similar for a PFS analysis according to Prostate Cancer Working Group 3 criteria.

The combination was also associated with modest improvements in PFS in prespecified subgroups, including patients who had liver or bone metastases and those who had previously received docetaxel.

There were no significant differences in overall survival at the time of data cutoff. Overall survival data were not mature and will be reported at a later date.

Disease control rates, a composite of complete and partial responses and stable disease, were 73% with the combination and 55% with second hormonal therapy (P value not shown).
 

Safety Data

The safety analysis indicated that patients found the ARPI switch easier to tolerate than the combination.

Adverse events leading to dose reductions occurred in 40% of patients on the combination, vs 3% of patients on second hormonal therapy, and treatment-related adverse events leading to discontinuation occurred in 13% and 2%, respectively.

Grade 3 or 4 adverse events occurred in 48% of patients assigned to the combination vs. 23% of patients assigned to the ARPI switch.

In all, 8% of patients on the combination and 12% on second hormonal therapy died on study, but none of the deaths were deemed to be treatment related.­­

CONTACT-02 was sponsored by Exelixis in partnerships with Ipsen and Takeda.

Dr. Agarwal disclosed institutional research funding from Exelixis, Roche, Takeda, and others, and travel expenses from Pfizer. Dr. Chi disclosed honoraria, a consulting/advisory role and institutional research funding with Roche and others. Dr. Gao has served as a consultant or advisor to several companies, not including the sponsors of the study, and has served as principal investigator at his institution, which has received research funding from Exelixis, Takeda, and others.

Men with metastatic castration-resistant prostate cancer (mCRPC) that had progressed despite treatment with novel hormonal therapy had a slight but statistically significant improvement in progression-free survival (PFS) with a combination of a targeted agent and immunotherapy compared with a second-line novel hormonal therapy.

The combination of the tyrosine kinase inhibitor (TKI), cabozantinib (Cabometyx), and the immune checkpoint inhibitor (ICI), atezolizumab (Tecentriq), was associated with a median PFS of 6.3 months vs 4.2 months for patients assigned to second hormonal therapy with either abiraterone (Zytiga) and prednisone, or enzalutamide (Xtandi) in the CONTACT-02 trial, Neeraj Agarwal, MD, reported at the ASCO Genitourinary Cancers Symposium. 

“CONTACT 2 is the first phase 3 trial of the TKI/ICI combination to show statistically significant improvement in PFS in patients with mCRPC,” said Dr. Agarwal, of the Huntsman Cancer Institute at the University of Utah in Salt Lake City.

­­The data support the combination of cabozantinib and atezolizumab as a potential new treatment option for patients with mCRPC that has progressed on novel hormonal therapy, he said.
 

Study Design Questioned

That opinion, however, was not shared by Kim N. Chi, MD, of the University of British Columbia in Vancouver, BC, Canada, the invited discussant.

Dr. Chi acknowledged that the study results as presented were positive, but also pointed to several limitations, including the small difference between the treatment groups in radiographic progression-free survival (rPFS).

“I would say the rPFS benefit is modest, and in the absence of other improvements the difference in the median rPFS is equivalent from one scan to the next in the scanning cycle. I would argue about the clinical significance of that,” he said.

He also noted that there was no improvement in the investigational arm in patient-reported outcomes, and that pain progression and quality-of-life deterioration occurred within 2 to 4 months, which is “quite quick.”

Additionally, he questioned the choice of an androgen receptor pathway inhibitor (ARPI) switch as the control arm of the study.

“I’d also argue that ARPI switch is not the best standard of care for this patient population with measurable disease and 40% visceral metastases; there are better options,” he said.

For example, in phase 3 trials, docetaxel and cabazitaxel (Jevtana) have consistently demonstrated radiographic PFS of 8 to 9 months. In addition, lutetium-177–PSMA-617, a radioligand therapy that delivers beta-particle radiation to PSMA-expressing cells and the tumor microenvironment, has also been shown to have PFS and overall survival benefits, he said.

“Irrespective of regulatory decisions, I personally could not recommend this at this time, given the data that we’ve seen and the better options that are available for this patient population,” Dr. Chi said.
 

Real-World Practice

“Kim Chi offered a pretty fair critique and summary of the control arm, but in real world practice, ARPI switch, from abi [abiraterone] to enza [enzalutamide] or enza to abi continues to be used in routine clinical practice for various reasons,” Xin Gao, MD, a genitourinary oncologist at Mass General Cancer Center in Boston, said in an interview.

“There are patients who can’t tolerate chemotherapy or don’t want chemotherapy, and we do know also that there are patients who can benefit from an ARPI switch, especially some patients with more indolent disease,” said Dr. Gao, who attended the presentation but was not involved in the study.

He noted that some patients being switched from abiraterone to enzalutamide have clinical responses, and that the ARPIs are generally more tolerable than chemotherapy.

In addition, CONTACT-02 is one of a series of trials in which ARPI switch was used as the control arm, and many of these trials were initiated before there were data confirming the superior efficacy of some newer therapeutic options, Dr. Gao noted.

He agreed, however that there is growing evidence to show that ARPI switch may not be the optimal choice for patients with more measurable disease, especially visceral metastases, and other more aggressive forms of mCRPC.
 

CONTACT-02 Details

Investigators in the phase 3 study screened 866 men with mCRPC and after stratification by liver metastases, prior docetaxel use for castration-sensitive prostate cancer, and disease stage for which the first novel hormonal therapy was given. About 500 patients (507) were randomized to receive either oral cabozantinib 40 mg daily plus intravenous atezolizumab 1200 mg every 3 weeks or second hormonal therapy with either abiraterone 1000 mg with oral prednisone 5 mg twice daily, or oral enzalutamide 160 mg daily.

After a median follow-up of 14.3 months in the PFS intention-to-treat population, the median ­PFS by blinded central review was 6.3 months with cabozantinib/atezolizumab and 4.2 months with second hormonal therapy. This translated into a hazard ratio of 0.64 (P = .0002). The results were similar for a PFS analysis according to Prostate Cancer Working Group 3 criteria.

The combination was also associated with modest improvements in PFS in prespecified subgroups, including patients who had liver or bone metastases and those who had previously received docetaxel.

There were no significant differences in overall survival at the time of data cutoff. Overall survival data were not mature and will be reported at a later date.

Disease control rates, a composite of complete and partial responses and stable disease, were 73% with the combination and 55% with second hormonal therapy (P value not shown).
 

Safety Data

The safety analysis indicated that patients found the ARPI switch easier to tolerate than the combination.

Adverse events leading to dose reductions occurred in 40% of patients on the combination, vs 3% of patients on second hormonal therapy, and treatment-related adverse events leading to discontinuation occurred in 13% and 2%, respectively.

Grade 3 or 4 adverse events occurred in 48% of patients assigned to the combination vs. 23% of patients assigned to the ARPI switch.

In all, 8% of patients on the combination and 12% on second hormonal therapy died on study, but none of the deaths were deemed to be treatment related.­­

CONTACT-02 was sponsored by Exelixis in partnerships with Ipsen and Takeda.

Dr. Agarwal disclosed institutional research funding from Exelixis, Roche, Takeda, and others, and travel expenses from Pfizer. Dr. Chi disclosed honoraria, a consulting/advisory role and institutional research funding with Roche and others. Dr. Gao has served as a consultant or advisor to several companies, not including the sponsors of the study, and has served as principal investigator at his institution, which has received research funding from Exelixis, Takeda, and others.

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Top 5 Medications That Can Increase Blood Glucose Levels

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It’s that time of the year, when social media is rife with many top 5 and top 10 lists. Perhaps the beginning of a new year is a good time to review how different medications can have side effects beyond the disease state they’re used to address. Among the most common complications of many medications is the potential to disrupt glycemic control. Let’s revisit some of the most commonly used medications known to increase glucose levels and look at some practical tips on overcoming these.

1. Glucocorticoids

Without a doubt, corticosteroids are at the top of the list when it comes to the potential for increasing blood glucose levels. High-dose glucocorticoid therapy is known to lead to new-onset diabetes (steroid-induced diabetes). Similarly, people with preexisting diabetes may notice significant worsening of glycemic control when they start on glucocorticoid therapy. The extent of glucose elevation depends on their glycemic status prior to initiation on steroids, the dose and duration of glucocorticoid therapy, and comorbid conditions, among other factors.

Management tip: For those with previously well-controlled diabetes or borderline diabetes, glucocorticoid-induced hyperglycemia may be managed by metformin with or without sulfonylurea therapy, especially if corticosteroid treatment is low-dose and for a shorter duration. However, for many individuals with preexisting poorly controlled diabetes or those initiated on high-dose corticosteroids, insulin therapy would perhaps be the treatment of choice. Glucocorticoid therapy generally leads to more pronounced postprandial hyperglycemia compared with fasting hyperglycemia; hence, the use of short-acting insulin therapy or perhaps NPH insulin in the morning might be a better option for many individuals. Dietary modification plays an important role in limiting the extent of postprandial hyperglycemia. Use of continuous glucose monitoring (CGM) devices may also be very helpful for understanding glycemic excursions and how to adjust insulin. In individuals for whom glucocorticoid therapy is tapered down, it is important to adjust the dose of medications with potential to cause hypoglycemia, such as insulin/sulfonylurea therapy, as the degree of hyperglycemia may decrease with decreased dose of the glucocorticoid therapy.

2. Antipsychotic Therapy

Antipsychotic medications can be obesogenic; between 15% and 72% of people who take second-generation antipsychotics experience weight gain of 7% or more. Increases in weight are not the only factor contributing to an elevated risk of developing type 2 diabetes. Antipsychotics are thought to cause downregulation of intracellular insulin signaling, leading to insulin resistance. At the same time, there seems to be a direct effect on the pancreatic beta cells. Antagonism of the dopamine D2, serotonin 5-HT2C, and muscarinic M3 receptors impairs beta-cell response to changes in blood glucose. In addition to the pharmacologic effects, cell culture experiments have shown that antipsychotics increase apoptosis of beta cells. Increased weight and concomitant development of type 2 diabetes is seen particularly in agents that exhibit high muscarinic M3 and histamine H1 receptor blockade. The effect on glucose metabolism is seen the most with agents such as clozapineolanzapine, and haloperidol and the least with agents such as ziprasidone.

Management tip: Given the ongoing change in the understanding of increases in weight and their association with the risk of developing type 2 diabetes, a metabolically safer approach involves starting with medications that have a lower propensity for weight gain, and the partial agonists/third-generation antipsychotics as a family presently have the best overall data.

 

 

3. Thiazide Diuretics

Thiazide diuretics are commonly used for the management of hypertension and are associated with metabolic complications including hypokalemia; higher cholesterol, triglycerides, and other circulating lipids; and elevated glucose. It’s thought that the reduced potassium level occurring as a result of these medications might contribute to new-onset diabetes. The hypokalemia occurring from these medications is thought to lead to a decrease in insulin secretion and sensitivity, which is dose dependent. Studies show that the number needed to harm for chlorthalidone-induced diabetes is 29 over 1 year. There is believed to be no additional risk beyond 1 year.

Management tip: It’s important to monitor potassium levels for those initiated on thiazide diuretics. If hypokalemia occurs, it would be pertinent to correct the hypokalemia with potassium supplements to mitigate the risk for new-onset diabetes.

4. Statin Therapy

Statin therapy is thought to be associated with decreased insulin sensitivity and impairment in insulin secretion. The overall incidence of diabetes is pegged to be between 9% and 12% on statin therapy on the basis of meta-analysis studies, and higher on the basis of population-based studies. Overall, the estimated number needed to harm is: 1 out of every 255 patients on statin therapy for 4 years may develop new-onset diabetes. Compare this with the extremely strong evidence for number needed to treat being 39 for 5 years with statin therapy in patients with preexisting heart disease to prevent one occurrence of a nonfatal myocardial infarction.

Management tip: Although statins are associated with a small incident increase in the risk of developing diabetes, the potential benefits of using statin therapy for both primary and secondary prevention of cardiovascular disease significantly outweigh any of the potential risks associated with hyperglycemia. This is an important discussion to have with patients who are reluctant to use statin therapy because of the potential risk for new-onset diabetes as a side effect.

5. Beta-Blockers

Beta-blockers are another commonly used group of medications for managing hypertension, heart failurecoronary artery disease, and arrhythmia. Nonvasodilating beta-blockers such as metoprolol and atenolol are more likely to be associated with increases in A1c, mean plasma glucose, body weight, and triglycerides compared with vasodilating beta-blockers such as carvedilolnebivolol, and labetalol (Bakris GL et alGiugliano D et al). Similarly, studies have also shown that atenolol and metoprolol are associated with increased odds of hypoglycemia compared with carvedilol. People on beta-blockers may have masking of some of the symptoms of hypoglycemia, such as tremor, irritability, and palpitations, while other symptoms such as diaphoresis may remain unaffected on beta-blockers.

Management tip: Education on recognizing and managing hypoglycemia would be important when starting patients on beta-blockers if they are on preexisting insulin/sulfonylurea therapy. Use of CGM devices may be helpful if there is a high risk for hypoglycemia, especially as symptoms of hypoglycemia are often masked.

Honorable Mention

Several other medications — including antiretroviral therapy, tyrosine kinase inhibitors, mechanistic target of rapamycin (mTOR) inhibitors, immunosuppressants, and interferon alpha — are associated with worsening glycemic control and new-onset diabetes. Consider these agents’ effects on blood glucose, especially in people with an elevated risk of developing diabetes or those with preexisting diabetes, when prescribing.

A special mention should also be made of androgen deprivation therapy. These include treatment options like goserelin and leuprolide, which are gonadotropin-releasing hormone (GnRH) agonist therapies and are commonly used for prostate cancer management. Depending on the patient, these agents may be used for prolonged duration. Androgen deprivation therapy, by definition, decreases testosterone levels in men, thereby leading to worsening insulin resistance. Increase in fat mass and concomitant muscle wasting have been associated with the use of these medications; these, in turn, lead to peripheral insulin resistance. Nearly 1 out of every 5 men treated with long-term androgen deprivation therapy may be prone to developing worsening of A1c by 1% or more.

Management tip: Men on androgen deprivation therapy should be encouraged to participate in regular physical activity to reduce the burden of insulin resistance and to promote cardiovascular health.

Drug-induced diabetes is potentially reversible in many cases. Similarly, worsening of glycemic control due to medications in people with preexisting diabetes may also attenuate once the effect of the drug wears off. Blood glucose should be monitored on an ongoing basis so that diabetes medications can be adjusted. For some individuals, however, the worsening of glycemic status may be more chronic and may require long-term use of antihyperglycemic agents, especially if the benefits of continuation of the medication leading to hyperglycemia far exceed any potential risks.
 

Dr. Jain is Clinical Instructor, Department of Endocrinology, University of British Columbia; Endocrinologist, Fraser River Endocrinology, Vancouver, British Columbia, Canada. He disclosed ties with Abbott, Amgen, Boehringer Ingelheim, Dexcom, Eli Lilly, Janssen, Medtronic, Merck, and Novo Nordisk.

A version of this article appeared on Medscape.com.

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It’s that time of the year, when social media is rife with many top 5 and top 10 lists. Perhaps the beginning of a new year is a good time to review how different medications can have side effects beyond the disease state they’re used to address. Among the most common complications of many medications is the potential to disrupt glycemic control. Let’s revisit some of the most commonly used medications known to increase glucose levels and look at some practical tips on overcoming these.

1. Glucocorticoids

Without a doubt, corticosteroids are at the top of the list when it comes to the potential for increasing blood glucose levels. High-dose glucocorticoid therapy is known to lead to new-onset diabetes (steroid-induced diabetes). Similarly, people with preexisting diabetes may notice significant worsening of glycemic control when they start on glucocorticoid therapy. The extent of glucose elevation depends on their glycemic status prior to initiation on steroids, the dose and duration of glucocorticoid therapy, and comorbid conditions, among other factors.

Management tip: For those with previously well-controlled diabetes or borderline diabetes, glucocorticoid-induced hyperglycemia may be managed by metformin with or without sulfonylurea therapy, especially if corticosteroid treatment is low-dose and for a shorter duration. However, for many individuals with preexisting poorly controlled diabetes or those initiated on high-dose corticosteroids, insulin therapy would perhaps be the treatment of choice. Glucocorticoid therapy generally leads to more pronounced postprandial hyperglycemia compared with fasting hyperglycemia; hence, the use of short-acting insulin therapy or perhaps NPH insulin in the morning might be a better option for many individuals. Dietary modification plays an important role in limiting the extent of postprandial hyperglycemia. Use of continuous glucose monitoring (CGM) devices may also be very helpful for understanding glycemic excursions and how to adjust insulin. In individuals for whom glucocorticoid therapy is tapered down, it is important to adjust the dose of medications with potential to cause hypoglycemia, such as insulin/sulfonylurea therapy, as the degree of hyperglycemia may decrease with decreased dose of the glucocorticoid therapy.

2. Antipsychotic Therapy

Antipsychotic medications can be obesogenic; between 15% and 72% of people who take second-generation antipsychotics experience weight gain of 7% or more. Increases in weight are not the only factor contributing to an elevated risk of developing type 2 diabetes. Antipsychotics are thought to cause downregulation of intracellular insulin signaling, leading to insulin resistance. At the same time, there seems to be a direct effect on the pancreatic beta cells. Antagonism of the dopamine D2, serotonin 5-HT2C, and muscarinic M3 receptors impairs beta-cell response to changes in blood glucose. In addition to the pharmacologic effects, cell culture experiments have shown that antipsychotics increase apoptosis of beta cells. Increased weight and concomitant development of type 2 diabetes is seen particularly in agents that exhibit high muscarinic M3 and histamine H1 receptor blockade. The effect on glucose metabolism is seen the most with agents such as clozapineolanzapine, and haloperidol and the least with agents such as ziprasidone.

Management tip: Given the ongoing change in the understanding of increases in weight and their association with the risk of developing type 2 diabetes, a metabolically safer approach involves starting with medications that have a lower propensity for weight gain, and the partial agonists/third-generation antipsychotics as a family presently have the best overall data.

 

 

3. Thiazide Diuretics

Thiazide diuretics are commonly used for the management of hypertension and are associated with metabolic complications including hypokalemia; higher cholesterol, triglycerides, and other circulating lipids; and elevated glucose. It’s thought that the reduced potassium level occurring as a result of these medications might contribute to new-onset diabetes. The hypokalemia occurring from these medications is thought to lead to a decrease in insulin secretion and sensitivity, which is dose dependent. Studies show that the number needed to harm for chlorthalidone-induced diabetes is 29 over 1 year. There is believed to be no additional risk beyond 1 year.

Management tip: It’s important to monitor potassium levels for those initiated on thiazide diuretics. If hypokalemia occurs, it would be pertinent to correct the hypokalemia with potassium supplements to mitigate the risk for new-onset diabetes.

4. Statin Therapy

Statin therapy is thought to be associated with decreased insulin sensitivity and impairment in insulin secretion. The overall incidence of diabetes is pegged to be between 9% and 12% on statin therapy on the basis of meta-analysis studies, and higher on the basis of population-based studies. Overall, the estimated number needed to harm is: 1 out of every 255 patients on statin therapy for 4 years may develop new-onset diabetes. Compare this with the extremely strong evidence for number needed to treat being 39 for 5 years with statin therapy in patients with preexisting heart disease to prevent one occurrence of a nonfatal myocardial infarction.

Management tip: Although statins are associated with a small incident increase in the risk of developing diabetes, the potential benefits of using statin therapy for both primary and secondary prevention of cardiovascular disease significantly outweigh any of the potential risks associated with hyperglycemia. This is an important discussion to have with patients who are reluctant to use statin therapy because of the potential risk for new-onset diabetes as a side effect.

5. Beta-Blockers

Beta-blockers are another commonly used group of medications for managing hypertension, heart failurecoronary artery disease, and arrhythmia. Nonvasodilating beta-blockers such as metoprolol and atenolol are more likely to be associated with increases in A1c, mean plasma glucose, body weight, and triglycerides compared with vasodilating beta-blockers such as carvedilolnebivolol, and labetalol (Bakris GL et alGiugliano D et al). Similarly, studies have also shown that atenolol and metoprolol are associated with increased odds of hypoglycemia compared with carvedilol. People on beta-blockers may have masking of some of the symptoms of hypoglycemia, such as tremor, irritability, and palpitations, while other symptoms such as diaphoresis may remain unaffected on beta-blockers.

Management tip: Education on recognizing and managing hypoglycemia would be important when starting patients on beta-blockers if they are on preexisting insulin/sulfonylurea therapy. Use of CGM devices may be helpful if there is a high risk for hypoglycemia, especially as symptoms of hypoglycemia are often masked.

Honorable Mention

Several other medications — including antiretroviral therapy, tyrosine kinase inhibitors, mechanistic target of rapamycin (mTOR) inhibitors, immunosuppressants, and interferon alpha — are associated with worsening glycemic control and new-onset diabetes. Consider these agents’ effects on blood glucose, especially in people with an elevated risk of developing diabetes or those with preexisting diabetes, when prescribing.

A special mention should also be made of androgen deprivation therapy. These include treatment options like goserelin and leuprolide, which are gonadotropin-releasing hormone (GnRH) agonist therapies and are commonly used for prostate cancer management. Depending on the patient, these agents may be used for prolonged duration. Androgen deprivation therapy, by definition, decreases testosterone levels in men, thereby leading to worsening insulin resistance. Increase in fat mass and concomitant muscle wasting have been associated with the use of these medications; these, in turn, lead to peripheral insulin resistance. Nearly 1 out of every 5 men treated with long-term androgen deprivation therapy may be prone to developing worsening of A1c by 1% or more.

Management tip: Men on androgen deprivation therapy should be encouraged to participate in regular physical activity to reduce the burden of insulin resistance and to promote cardiovascular health.

Drug-induced diabetes is potentially reversible in many cases. Similarly, worsening of glycemic control due to medications in people with preexisting diabetes may also attenuate once the effect of the drug wears off. Blood glucose should be monitored on an ongoing basis so that diabetes medications can be adjusted. For some individuals, however, the worsening of glycemic status may be more chronic and may require long-term use of antihyperglycemic agents, especially if the benefits of continuation of the medication leading to hyperglycemia far exceed any potential risks.
 

Dr. Jain is Clinical Instructor, Department of Endocrinology, University of British Columbia; Endocrinologist, Fraser River Endocrinology, Vancouver, British Columbia, Canada. He disclosed ties with Abbott, Amgen, Boehringer Ingelheim, Dexcom, Eli Lilly, Janssen, Medtronic, Merck, and Novo Nordisk.

A version of this article appeared on Medscape.com.

It’s that time of the year, when social media is rife with many top 5 and top 10 lists. Perhaps the beginning of a new year is a good time to review how different medications can have side effects beyond the disease state they’re used to address. Among the most common complications of many medications is the potential to disrupt glycemic control. Let’s revisit some of the most commonly used medications known to increase glucose levels and look at some practical tips on overcoming these.

1. Glucocorticoids

Without a doubt, corticosteroids are at the top of the list when it comes to the potential for increasing blood glucose levels. High-dose glucocorticoid therapy is known to lead to new-onset diabetes (steroid-induced diabetes). Similarly, people with preexisting diabetes may notice significant worsening of glycemic control when they start on glucocorticoid therapy. The extent of glucose elevation depends on their glycemic status prior to initiation on steroids, the dose and duration of glucocorticoid therapy, and comorbid conditions, among other factors.

Management tip: For those with previously well-controlled diabetes or borderline diabetes, glucocorticoid-induced hyperglycemia may be managed by metformin with or without sulfonylurea therapy, especially if corticosteroid treatment is low-dose and for a shorter duration. However, for many individuals with preexisting poorly controlled diabetes or those initiated on high-dose corticosteroids, insulin therapy would perhaps be the treatment of choice. Glucocorticoid therapy generally leads to more pronounced postprandial hyperglycemia compared with fasting hyperglycemia; hence, the use of short-acting insulin therapy or perhaps NPH insulin in the morning might be a better option for many individuals. Dietary modification plays an important role in limiting the extent of postprandial hyperglycemia. Use of continuous glucose monitoring (CGM) devices may also be very helpful for understanding glycemic excursions and how to adjust insulin. In individuals for whom glucocorticoid therapy is tapered down, it is important to adjust the dose of medications with potential to cause hypoglycemia, such as insulin/sulfonylurea therapy, as the degree of hyperglycemia may decrease with decreased dose of the glucocorticoid therapy.

2. Antipsychotic Therapy

Antipsychotic medications can be obesogenic; between 15% and 72% of people who take second-generation antipsychotics experience weight gain of 7% or more. Increases in weight are not the only factor contributing to an elevated risk of developing type 2 diabetes. Antipsychotics are thought to cause downregulation of intracellular insulin signaling, leading to insulin resistance. At the same time, there seems to be a direct effect on the pancreatic beta cells. Antagonism of the dopamine D2, serotonin 5-HT2C, and muscarinic M3 receptors impairs beta-cell response to changes in blood glucose. In addition to the pharmacologic effects, cell culture experiments have shown that antipsychotics increase apoptosis of beta cells. Increased weight and concomitant development of type 2 diabetes is seen particularly in agents that exhibit high muscarinic M3 and histamine H1 receptor blockade. The effect on glucose metabolism is seen the most with agents such as clozapineolanzapine, and haloperidol and the least with agents such as ziprasidone.

Management tip: Given the ongoing change in the understanding of increases in weight and their association with the risk of developing type 2 diabetes, a metabolically safer approach involves starting with medications that have a lower propensity for weight gain, and the partial agonists/third-generation antipsychotics as a family presently have the best overall data.

 

 

3. Thiazide Diuretics

Thiazide diuretics are commonly used for the management of hypertension and are associated with metabolic complications including hypokalemia; higher cholesterol, triglycerides, and other circulating lipids; and elevated glucose. It’s thought that the reduced potassium level occurring as a result of these medications might contribute to new-onset diabetes. The hypokalemia occurring from these medications is thought to lead to a decrease in insulin secretion and sensitivity, which is dose dependent. Studies show that the number needed to harm for chlorthalidone-induced diabetes is 29 over 1 year. There is believed to be no additional risk beyond 1 year.

Management tip: It’s important to monitor potassium levels for those initiated on thiazide diuretics. If hypokalemia occurs, it would be pertinent to correct the hypokalemia with potassium supplements to mitigate the risk for new-onset diabetes.

4. Statin Therapy

Statin therapy is thought to be associated with decreased insulin sensitivity and impairment in insulin secretion. The overall incidence of diabetes is pegged to be between 9% and 12% on statin therapy on the basis of meta-analysis studies, and higher on the basis of population-based studies. Overall, the estimated number needed to harm is: 1 out of every 255 patients on statin therapy for 4 years may develop new-onset diabetes. Compare this with the extremely strong evidence for number needed to treat being 39 for 5 years with statin therapy in patients with preexisting heart disease to prevent one occurrence of a nonfatal myocardial infarction.

Management tip: Although statins are associated with a small incident increase in the risk of developing diabetes, the potential benefits of using statin therapy for both primary and secondary prevention of cardiovascular disease significantly outweigh any of the potential risks associated with hyperglycemia. This is an important discussion to have with patients who are reluctant to use statin therapy because of the potential risk for new-onset diabetes as a side effect.

5. Beta-Blockers

Beta-blockers are another commonly used group of medications for managing hypertension, heart failurecoronary artery disease, and arrhythmia. Nonvasodilating beta-blockers such as metoprolol and atenolol are more likely to be associated with increases in A1c, mean plasma glucose, body weight, and triglycerides compared with vasodilating beta-blockers such as carvedilolnebivolol, and labetalol (Bakris GL et alGiugliano D et al). Similarly, studies have also shown that atenolol and metoprolol are associated with increased odds of hypoglycemia compared with carvedilol. People on beta-blockers may have masking of some of the symptoms of hypoglycemia, such as tremor, irritability, and palpitations, while other symptoms such as diaphoresis may remain unaffected on beta-blockers.

Management tip: Education on recognizing and managing hypoglycemia would be important when starting patients on beta-blockers if they are on preexisting insulin/sulfonylurea therapy. Use of CGM devices may be helpful if there is a high risk for hypoglycemia, especially as symptoms of hypoglycemia are often masked.

Honorable Mention

Several other medications — including antiretroviral therapy, tyrosine kinase inhibitors, mechanistic target of rapamycin (mTOR) inhibitors, immunosuppressants, and interferon alpha — are associated with worsening glycemic control and new-onset diabetes. Consider these agents’ effects on blood glucose, especially in people with an elevated risk of developing diabetes or those with preexisting diabetes, when prescribing.

A special mention should also be made of androgen deprivation therapy. These include treatment options like goserelin and leuprolide, which are gonadotropin-releasing hormone (GnRH) agonist therapies and are commonly used for prostate cancer management. Depending on the patient, these agents may be used for prolonged duration. Androgen deprivation therapy, by definition, decreases testosterone levels in men, thereby leading to worsening insulin resistance. Increase in fat mass and concomitant muscle wasting have been associated with the use of these medications; these, in turn, lead to peripheral insulin resistance. Nearly 1 out of every 5 men treated with long-term androgen deprivation therapy may be prone to developing worsening of A1c by 1% or more.

Management tip: Men on androgen deprivation therapy should be encouraged to participate in regular physical activity to reduce the burden of insulin resistance and to promote cardiovascular health.

Drug-induced diabetes is potentially reversible in many cases. Similarly, worsening of glycemic control due to medications in people with preexisting diabetes may also attenuate once the effect of the drug wears off. Blood glucose should be monitored on an ongoing basis so that diabetes medications can be adjusted. For some individuals, however, the worsening of glycemic status may be more chronic and may require long-term use of antihyperglycemic agents, especially if the benefits of continuation of the medication leading to hyperglycemia far exceed any potential risks.
 

Dr. Jain is Clinical Instructor, Department of Endocrinology, University of British Columbia; Endocrinologist, Fraser River Endocrinology, Vancouver, British Columbia, Canada. He disclosed ties with Abbott, Amgen, Boehringer Ingelheim, Dexcom, Eli Lilly, Janssen, Medtronic, Merck, and Novo Nordisk.

A version of this article appeared on Medscape.com.

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