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Paging goldilocks: How much glycemic control is just right?

There is no doubt that hyperglycemia among hospitalized patients correlates with worse prognosis. Further, there are well‐documented mechanisms by which poor glycemic control may directly impact outcomes. For example, hyperglycemia and insulin deficiency can impair neutrophil function, exacerbate inflammation, and impair endothelium‐mediated dilatation,1, 2 whereas hypoglycemia increases sympathetic tone. And both severe hyperglycemia and hypoglycemia, of course, can precipitate altered mental status. But certainly not all of the morbid outcomes associated with poor glycemic control in the hospitalincluding infection, cardiac events and deathare caused by poor glycemic control in the hospital. Elevated glucose levels in the hospital are often seen in sicker patients with raging stress hormones and in brittle diabetics with a present‐on‐admission condition that has been ravaging their vasculature for years. This means that virtually all observational studies demonstrating worse outcomes in the setting of poor glucose control in the hospital will be severely confounded by comorbid illness, and much confounding will remain even after multivariate adjustment.3

Nonetheless, high‐quality randomized controlled trials that have focused on critically ill patients,4, 5 rather than general medical patients, have generated intense interest and fostered the belief that controlling the glucose level of all hospitalized patients is probably a good idea. (Although, more recently, even the data supporting glycemic control in the critically ill have been challenged.)6 Enthusiasm for implementing aggressive glycemic control protocols outside of the intensive care unit (ICU) appears widespread, as is evident in this issue of JHM.711 In this issue, two articles detail the challenges of implementing glycemia control protocols.7, 8 The research teams employed different protocols and used different metrics, but there are common themes: (1) The process was iterative. Interventions were piloted, then rolled out, and substantial effort was needed to foster continued attention to the interventions. (2) The process was multidisciplinary. Buy‐in and input were needed not only from physicians, but also from nurses, pharmacists, dieticians, clinical data system experts, and probably patients. (3) Impacting process measures was easier than impacting surrogate outcome measures. Specifically, despite dramatic changes in the use of carefully vetted order sets and protocols, the impact on glycemia was modest and sometimes inconsistent.

These studies illustrate that implementing protocols to control glycemia is neither easy, nor consistently associated with improved glycemic controllet alone improved major clinical outcomes. Three complementary observational studies911 further illustrate how hard it is to optimize glycemic control in the hospital setting. Together, the observational and interventional studies demonstrate how difficult it is to measure success. Should we focus on the mean glucose value achieved or the frequency of extreme glucose values (which are, by definition, more dangerous)? Should we look at glycemic control in every patient who is placed on a protocol, even those who barely need any insulin at all, or should we focus our interventions and analyses on those patients with more severe dysglycemia at baseline? This latter issue is fundamentally important, since the rollout of any systemwide glycemia protocol that results in higher catchment rates will appear more effective than it really is by enriching the postintervention data with healthier patients.

Before embarking on time‐intensive efforts to improve care, maybe we should be sure that the evidence supports our efforts.12 Recent recommendations from the American Diabetes Association state that for non‐critically ill patients: there is no clear evidence for specific blood glucose goals.13 (This recommendation, based on expert consensus or clinical experience, further states that because cohort data suggest that outcomes are better in hospitalized patients with fasting glucose <126 mg/dL and all random glucose values <180 to 200 mg/dL, these goals are reasonable if they can be safely achieved.) But given the challenges associated with implementing glycemia protocols, one might argue that hospitalists should invest their quality improvement efforts elsewhere.

So where does this leave us? What target glucose is not too high, not too low, but just right? Given the ever‐increasing number of quality improvement measures and interventions that are expected in the hospital, what amount of time, effort, and money devoted to improving inpatient glycemic control is just right? And what do our patients think? Should we be feeding our patients low glycemic load diets, or letting them indulge in one of the few creature comforts remaining in a semiprivate room?

What is clear from the results of the research published in this issue of JHM (regardless of whether we think that an inpatient pre‐meal glucose of 160 mg/dL is good, bad, or neither), is that we need to continue to develop systems, strategies, and teams to rapidly disseminate quality improvement interventions locally. We need multidisciplinary inputfrom physicians, nurses, dieticians, pharmacists, and patientsto do it right. So, even if the pendulum swings away from tight glycemic control in the hospital, the lessons we learned from these authors' valiant efforts to tame inpatient glycemia may provide us with the tools and knowledge required to successfully tackle other clinical issues such as delirium prevention, pain control, medication reconciliation, and handoffs. The striking obstacles (both in implementation and analysis) faced and overcome by the authors of the articles in this issue of JHM will hopefully embolden them to take on other quality improvement interventions that are perhaps more likely to help hospitalized patients.

References
  1. Hansen TK,Thiel S,Wouters PJ,Christiansen JS,Van den Berghe G.Intensive insulin therapy exerts antiinflammatory effects in critically ill patients and counteracts the adverse effect of low mannose‐binding lectin levels.J Clin Endocrinol Metab.2003;88:10821088.
  2. Dandona P,Mohanty P,Chaudhuri A,Garg R,Aljada A.Insulin infusion in acute illness.J Clin Invest.2005;115:20692072.
  3. Brotman DJ,Walker E,Lauer MS,O'Brien RG.In search of fewer independent risk factors.Arch Intern Med.2005;165:138145.
  4. Van den Berghe G,Wouters P,Weekers F, et al.Intensive insulin therapy in the critically ill patients.N Engl J Med.2001;345:13591367.
  5. Van den Berghe G,Wilmer A,Hermans G, et al.Intensive insulin therapy in the medical ICU.N Engl J Med.2006;354:449461.
  6. Wiener RS,Wiener DC,Larson RJ.Benefits and risks of tight glucose control in critically ill adults: a meta‐analysis.JAMA.2008;300:933944.
  7. Schnipper JL,Barsky EE,Shaykevich S,Fitzmaurice G,Pendergrass ML.Inpatient management of diabetes and hyperglycemia among general medicine patients at a large teaching hospital.J Hosp Med.2006;1:145150.
  8. Maynard G,Wesorick DH,O'Malley CW,Inzucchi SE; for the SHM Glycemic Control Task Force.Subcutaneous insulin order sets and protocols: effective design and implementation strategies.J Hosp Med.2008;3(S5):2941.
  9. Boord JB, Sharifi M,Greevy RA, et al.Computer‐based insulin infusion protocol improves glycemia control over manual protocol.J Am Med Inform Assoc.2007;14:278287.
  10. Ginde AA,Delaney KE,Lieberman RM,Vanderweil SG,Camargo CA.Estimated risk for undiagnosed diabetes in the emergency department: a multicenter survey.Acad Emerg Med.2007;14:492495.
  11. Czosnowski QA,Swanson JM,Lobo BL,Broyles JE,Deaton PR,Finch CK.Evaluation of glycemic control following discontinuation of an intensive insulin protocol.J Hosp Med.2009;2834.
  12. Auerbach AD,Landefeld CS,Shojania KG.The tension between needing to improve care and knowing how to do it.N Engl J Med.2007;357:608613.
  13. American Diabetes Association. Standards of medical care in diabetes—2008.Diabetes Care.2008;31(Suppl 1):S12S54.
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There is no doubt that hyperglycemia among hospitalized patients correlates with worse prognosis. Further, there are well‐documented mechanisms by which poor glycemic control may directly impact outcomes. For example, hyperglycemia and insulin deficiency can impair neutrophil function, exacerbate inflammation, and impair endothelium‐mediated dilatation,1, 2 whereas hypoglycemia increases sympathetic tone. And both severe hyperglycemia and hypoglycemia, of course, can precipitate altered mental status. But certainly not all of the morbid outcomes associated with poor glycemic control in the hospitalincluding infection, cardiac events and deathare caused by poor glycemic control in the hospital. Elevated glucose levels in the hospital are often seen in sicker patients with raging stress hormones and in brittle diabetics with a present‐on‐admission condition that has been ravaging their vasculature for years. This means that virtually all observational studies demonstrating worse outcomes in the setting of poor glucose control in the hospital will be severely confounded by comorbid illness, and much confounding will remain even after multivariate adjustment.3

Nonetheless, high‐quality randomized controlled trials that have focused on critically ill patients,4, 5 rather than general medical patients, have generated intense interest and fostered the belief that controlling the glucose level of all hospitalized patients is probably a good idea. (Although, more recently, even the data supporting glycemic control in the critically ill have been challenged.)6 Enthusiasm for implementing aggressive glycemic control protocols outside of the intensive care unit (ICU) appears widespread, as is evident in this issue of JHM.711 In this issue, two articles detail the challenges of implementing glycemia control protocols.7, 8 The research teams employed different protocols and used different metrics, but there are common themes: (1) The process was iterative. Interventions were piloted, then rolled out, and substantial effort was needed to foster continued attention to the interventions. (2) The process was multidisciplinary. Buy‐in and input were needed not only from physicians, but also from nurses, pharmacists, dieticians, clinical data system experts, and probably patients. (3) Impacting process measures was easier than impacting surrogate outcome measures. Specifically, despite dramatic changes in the use of carefully vetted order sets and protocols, the impact on glycemia was modest and sometimes inconsistent.

These studies illustrate that implementing protocols to control glycemia is neither easy, nor consistently associated with improved glycemic controllet alone improved major clinical outcomes. Three complementary observational studies911 further illustrate how hard it is to optimize glycemic control in the hospital setting. Together, the observational and interventional studies demonstrate how difficult it is to measure success. Should we focus on the mean glucose value achieved or the frequency of extreme glucose values (which are, by definition, more dangerous)? Should we look at glycemic control in every patient who is placed on a protocol, even those who barely need any insulin at all, or should we focus our interventions and analyses on those patients with more severe dysglycemia at baseline? This latter issue is fundamentally important, since the rollout of any systemwide glycemia protocol that results in higher catchment rates will appear more effective than it really is by enriching the postintervention data with healthier patients.

Before embarking on time‐intensive efforts to improve care, maybe we should be sure that the evidence supports our efforts.12 Recent recommendations from the American Diabetes Association state that for non‐critically ill patients: there is no clear evidence for specific blood glucose goals.13 (This recommendation, based on expert consensus or clinical experience, further states that because cohort data suggest that outcomes are better in hospitalized patients with fasting glucose <126 mg/dL and all random glucose values <180 to 200 mg/dL, these goals are reasonable if they can be safely achieved.) But given the challenges associated with implementing glycemia protocols, one might argue that hospitalists should invest their quality improvement efforts elsewhere.

So where does this leave us? What target glucose is not too high, not too low, but just right? Given the ever‐increasing number of quality improvement measures and interventions that are expected in the hospital, what amount of time, effort, and money devoted to improving inpatient glycemic control is just right? And what do our patients think? Should we be feeding our patients low glycemic load diets, or letting them indulge in one of the few creature comforts remaining in a semiprivate room?

What is clear from the results of the research published in this issue of JHM (regardless of whether we think that an inpatient pre‐meal glucose of 160 mg/dL is good, bad, or neither), is that we need to continue to develop systems, strategies, and teams to rapidly disseminate quality improvement interventions locally. We need multidisciplinary inputfrom physicians, nurses, dieticians, pharmacists, and patientsto do it right. So, even if the pendulum swings away from tight glycemic control in the hospital, the lessons we learned from these authors' valiant efforts to tame inpatient glycemia may provide us with the tools and knowledge required to successfully tackle other clinical issues such as delirium prevention, pain control, medication reconciliation, and handoffs. The striking obstacles (both in implementation and analysis) faced and overcome by the authors of the articles in this issue of JHM will hopefully embolden them to take on other quality improvement interventions that are perhaps more likely to help hospitalized patients.

There is no doubt that hyperglycemia among hospitalized patients correlates with worse prognosis. Further, there are well‐documented mechanisms by which poor glycemic control may directly impact outcomes. For example, hyperglycemia and insulin deficiency can impair neutrophil function, exacerbate inflammation, and impair endothelium‐mediated dilatation,1, 2 whereas hypoglycemia increases sympathetic tone. And both severe hyperglycemia and hypoglycemia, of course, can precipitate altered mental status. But certainly not all of the morbid outcomes associated with poor glycemic control in the hospitalincluding infection, cardiac events and deathare caused by poor glycemic control in the hospital. Elevated glucose levels in the hospital are often seen in sicker patients with raging stress hormones and in brittle diabetics with a present‐on‐admission condition that has been ravaging their vasculature for years. This means that virtually all observational studies demonstrating worse outcomes in the setting of poor glucose control in the hospital will be severely confounded by comorbid illness, and much confounding will remain even after multivariate adjustment.3

Nonetheless, high‐quality randomized controlled trials that have focused on critically ill patients,4, 5 rather than general medical patients, have generated intense interest and fostered the belief that controlling the glucose level of all hospitalized patients is probably a good idea. (Although, more recently, even the data supporting glycemic control in the critically ill have been challenged.)6 Enthusiasm for implementing aggressive glycemic control protocols outside of the intensive care unit (ICU) appears widespread, as is evident in this issue of JHM.711 In this issue, two articles detail the challenges of implementing glycemia control protocols.7, 8 The research teams employed different protocols and used different metrics, but there are common themes: (1) The process was iterative. Interventions were piloted, then rolled out, and substantial effort was needed to foster continued attention to the interventions. (2) The process was multidisciplinary. Buy‐in and input were needed not only from physicians, but also from nurses, pharmacists, dieticians, clinical data system experts, and probably patients. (3) Impacting process measures was easier than impacting surrogate outcome measures. Specifically, despite dramatic changes in the use of carefully vetted order sets and protocols, the impact on glycemia was modest and sometimes inconsistent.

These studies illustrate that implementing protocols to control glycemia is neither easy, nor consistently associated with improved glycemic controllet alone improved major clinical outcomes. Three complementary observational studies911 further illustrate how hard it is to optimize glycemic control in the hospital setting. Together, the observational and interventional studies demonstrate how difficult it is to measure success. Should we focus on the mean glucose value achieved or the frequency of extreme glucose values (which are, by definition, more dangerous)? Should we look at glycemic control in every patient who is placed on a protocol, even those who barely need any insulin at all, or should we focus our interventions and analyses on those patients with more severe dysglycemia at baseline? This latter issue is fundamentally important, since the rollout of any systemwide glycemia protocol that results in higher catchment rates will appear more effective than it really is by enriching the postintervention data with healthier patients.

Before embarking on time‐intensive efforts to improve care, maybe we should be sure that the evidence supports our efforts.12 Recent recommendations from the American Diabetes Association state that for non‐critically ill patients: there is no clear evidence for specific blood glucose goals.13 (This recommendation, based on expert consensus or clinical experience, further states that because cohort data suggest that outcomes are better in hospitalized patients with fasting glucose <126 mg/dL and all random glucose values <180 to 200 mg/dL, these goals are reasonable if they can be safely achieved.) But given the challenges associated with implementing glycemia protocols, one might argue that hospitalists should invest their quality improvement efforts elsewhere.

So where does this leave us? What target glucose is not too high, not too low, but just right? Given the ever‐increasing number of quality improvement measures and interventions that are expected in the hospital, what amount of time, effort, and money devoted to improving inpatient glycemic control is just right? And what do our patients think? Should we be feeding our patients low glycemic load diets, or letting them indulge in one of the few creature comforts remaining in a semiprivate room?

What is clear from the results of the research published in this issue of JHM (regardless of whether we think that an inpatient pre‐meal glucose of 160 mg/dL is good, bad, or neither), is that we need to continue to develop systems, strategies, and teams to rapidly disseminate quality improvement interventions locally. We need multidisciplinary inputfrom physicians, nurses, dieticians, pharmacists, and patientsto do it right. So, even if the pendulum swings away from tight glycemic control in the hospital, the lessons we learned from these authors' valiant efforts to tame inpatient glycemia may provide us with the tools and knowledge required to successfully tackle other clinical issues such as delirium prevention, pain control, medication reconciliation, and handoffs. The striking obstacles (both in implementation and analysis) faced and overcome by the authors of the articles in this issue of JHM will hopefully embolden them to take on other quality improvement interventions that are perhaps more likely to help hospitalized patients.

References
  1. Hansen TK,Thiel S,Wouters PJ,Christiansen JS,Van den Berghe G.Intensive insulin therapy exerts antiinflammatory effects in critically ill patients and counteracts the adverse effect of low mannose‐binding lectin levels.J Clin Endocrinol Metab.2003;88:10821088.
  2. Dandona P,Mohanty P,Chaudhuri A,Garg R,Aljada A.Insulin infusion in acute illness.J Clin Invest.2005;115:20692072.
  3. Brotman DJ,Walker E,Lauer MS,O'Brien RG.In search of fewer independent risk factors.Arch Intern Med.2005;165:138145.
  4. Van den Berghe G,Wouters P,Weekers F, et al.Intensive insulin therapy in the critically ill patients.N Engl J Med.2001;345:13591367.
  5. Van den Berghe G,Wilmer A,Hermans G, et al.Intensive insulin therapy in the medical ICU.N Engl J Med.2006;354:449461.
  6. Wiener RS,Wiener DC,Larson RJ.Benefits and risks of tight glucose control in critically ill adults: a meta‐analysis.JAMA.2008;300:933944.
  7. Schnipper JL,Barsky EE,Shaykevich S,Fitzmaurice G,Pendergrass ML.Inpatient management of diabetes and hyperglycemia among general medicine patients at a large teaching hospital.J Hosp Med.2006;1:145150.
  8. Maynard G,Wesorick DH,O'Malley CW,Inzucchi SE; for the SHM Glycemic Control Task Force.Subcutaneous insulin order sets and protocols: effective design and implementation strategies.J Hosp Med.2008;3(S5):2941.
  9. Boord JB, Sharifi M,Greevy RA, et al.Computer‐based insulin infusion protocol improves glycemia control over manual protocol.J Am Med Inform Assoc.2007;14:278287.
  10. Ginde AA,Delaney KE,Lieberman RM,Vanderweil SG,Camargo CA.Estimated risk for undiagnosed diabetes in the emergency department: a multicenter survey.Acad Emerg Med.2007;14:492495.
  11. Czosnowski QA,Swanson JM,Lobo BL,Broyles JE,Deaton PR,Finch CK.Evaluation of glycemic control following discontinuation of an intensive insulin protocol.J Hosp Med.2009;2834.
  12. Auerbach AD,Landefeld CS,Shojania KG.The tension between needing to improve care and knowing how to do it.N Engl J Med.2007;357:608613.
  13. American Diabetes Association. Standards of medical care in diabetes—2008.Diabetes Care.2008;31(Suppl 1):S12S54.
References
  1. Hansen TK,Thiel S,Wouters PJ,Christiansen JS,Van den Berghe G.Intensive insulin therapy exerts antiinflammatory effects in critically ill patients and counteracts the adverse effect of low mannose‐binding lectin levels.J Clin Endocrinol Metab.2003;88:10821088.
  2. Dandona P,Mohanty P,Chaudhuri A,Garg R,Aljada A.Insulin infusion in acute illness.J Clin Invest.2005;115:20692072.
  3. Brotman DJ,Walker E,Lauer MS,O'Brien RG.In search of fewer independent risk factors.Arch Intern Med.2005;165:138145.
  4. Van den Berghe G,Wouters P,Weekers F, et al.Intensive insulin therapy in the critically ill patients.N Engl J Med.2001;345:13591367.
  5. Van den Berghe G,Wilmer A,Hermans G, et al.Intensive insulin therapy in the medical ICU.N Engl J Med.2006;354:449461.
  6. Wiener RS,Wiener DC,Larson RJ.Benefits and risks of tight glucose control in critically ill adults: a meta‐analysis.JAMA.2008;300:933944.
  7. Schnipper JL,Barsky EE,Shaykevich S,Fitzmaurice G,Pendergrass ML.Inpatient management of diabetes and hyperglycemia among general medicine patients at a large teaching hospital.J Hosp Med.2006;1:145150.
  8. Maynard G,Wesorick DH,O'Malley CW,Inzucchi SE; for the SHM Glycemic Control Task Force.Subcutaneous insulin order sets and protocols: effective design and implementation strategies.J Hosp Med.2008;3(S5):2941.
  9. Boord JB, Sharifi M,Greevy RA, et al.Computer‐based insulin infusion protocol improves glycemia control over manual protocol.J Am Med Inform Assoc.2007;14:278287.
  10. Ginde AA,Delaney KE,Lieberman RM,Vanderweil SG,Camargo CA.Estimated risk for undiagnosed diabetes in the emergency department: a multicenter survey.Acad Emerg Med.2007;14:492495.
  11. Czosnowski QA,Swanson JM,Lobo BL,Broyles JE,Deaton PR,Finch CK.Evaluation of glycemic control following discontinuation of an intensive insulin protocol.J Hosp Med.2009;2834.
  12. Auerbach AD,Landefeld CS,Shojania KG.The tension between needing to improve care and knowing how to do it.N Engl J Med.2007;357:608613.
  13. American Diabetes Association. Standards of medical care in diabetes—2008.Diabetes Care.2008;31(Suppl 1):S12S54.
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Paging goldilocks: How much glycemic control is just right?
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