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POISE-3 backs wider use of tranexamic acid in noncardiac surgery 

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Sat, 04/02/2022 - 20:53

The antifibrinolytic tranexamic acid (TXA) reduced serious bleeding without a significant effect on major vascular outcomes in patients undergoing noncardiac surgery at risk for these complications in the POISE-3 trial.

TXA cut the primary efficacy outcome of life-threatening, major, and critical organ bleeding at 30 days by 24% compared with placebo (9.1% vs. 11.7%; hazard ratio [HR], 0.76; P < .0001).

The primary safety outcome of myocardial injury after noncardiac surgery (MINS), nonhemorrhagic stroke, peripheral arterial thrombosis, and symptomatic proximal venous thromboembolism (VTE) at 30 days occurred in 14.2% vs.. 13.9% of patients, respectively (HR, 1.023). This failed, however, to meet the study›s threshold to prove TXA noninferior to placebo (one-sided P = .044).

There was no increased risk for death or stroke with TXA, according to results published April 2 in the New England Journal of Medicine.

Principal investigator P.J. Devereaux, MD, PhD, Population Health Research Institute and McMaster University, Hamilton, Ontario, Canada, pointed out that there is only a 4.4% probability that the composite vascular outcome hazard ratio was above the noninferiority margin and that just 10 events separated the two groups (649 vs.. 639).

“Healthcare providers and patients will have to weigh a clear beneficial reduction in the composite bleeding outcome, which is an absolute difference of 2.7%, a result that was highly statistically significant, versus a low probability of a small increase in risk of the composite vascular endpoint, with an absolute difference of 0.3%,” a nonsignificant result, Dr. Devereaux said during the formal presentation of the results at the hybrid annual scientific sessions of the American College of Cardiology.

The findings, he said, should also be put in the context that 300 million adults have a major surgery each year worldwide and most don’t receive TXA. At the same time, there’s an annual global shortage of 30 million blood product units, and surgical bleeding accounts for up to 40% of all transfusions.

“POISE-3 identifies that use of TXA could avoid upwards of 8 million bleeding events resulting in transfusion on an annual basis, indicating potential for large public health and clinical benefit if TXA become standard practice in noncardiac surgery,” Dr. Devereaux said during the late-breaking trial session.

TXA is indicated for heavy menstrual bleeding and hemophilia and has been used in cardiac surgery, but it is increasingly being used in noncardiac surgeries. As previously reported, POISE showed that the beta-blocker metoprolol lowered the risk for myocardial infarction (MI) but increased the risk for severe stroke and overall death, whereas in POISE-2, perioperative low-dose aspirin lowered the risk for MI but was linked to more major bleeding.

The cumulative data have not shown an increased risk for thrombotic events in other settings, Dr. Devereaux told this news organization.

“I’m a cardiologist, and I think that we’ve been guilty at times of always only focusing on the thrombotic side of the equation and ignoring that bleeding is a very important aspect of the circulatory system,” he said. “And I think this shows for the first time clear unequivocal evidence that there’s a cheap, very encouraging, safe way to prevent this.”

“An important point is that if you can give tranexamic acid and prevent bleeding in your cardiac patients having noncardiac surgery, then you can prevent the delay of reinitiating their anticoagulants and their antiplatelets after surgery and getting them back on the medications that are important for them to prevent their cardiovascular event,” Dr. Devereaux added.

Discussant Michael J. Mack, MD, commented that TXA, widely used in cardiac surgery, is an old, inexpensive drug that “should be more widely used in noncardiac surgery.” Dr. Mack, from Baylor Scott & White Health, Dallas, added that he would limit it to major noncardiac surgery.

 

 

International trial

PeriOperative ISchemic Evaluation-3 (POISE-3) investigators at 114 hospitals in 22 countries (including countries in North and South America, Europe, and Africa; Russia; India; and Australia) randomly assigned 9,535 patients, aged 45 years or older, with or at risk for cardiovascular and bleeding complications to receive a TXA 1-g intravenous bolus or placebo at the start and end of inpatient noncardiac surgery.

Patients taking at least one long-term antihypertensive medication were also randomly assigned to a perioperative hypotension- or hypertension-avoidance strategy, which differ in the use of antihypertensives on the morning of surgery and the first 2 days after surgery, and in the target mean arterial pressure during surgery. Results from these cohorts will be presented in a separate session on April 4.

The study had planned to enroll 10,000 patients but was stopped early by the steering committee because of financial constraints resulting from slow enrollment during the pandemic. The decision was made without knowledge of the trial results but with knowledge that aggregate composite bleeding and vascular outcomes were higher than originally estimated, Dr. Devereaux noted.

Among all participants, the mean age was 70 years, 56% were male, almost a third had coronary artery disease, 15% had peripheral artery disease, and 8% had a prior stroke. About 80% were undergoing major surgery. Adherence to the study medications was 96.3% in both groups.

Secondary bleeding outcomes were lower in the TXA and placebo groups, including bleeding independently associated with mortality after surgery (8.7% vs. 11.3%), life-threatening bleeding (1.6% vs. 1.7%), major bleeding (7.6% vs. 10.4%), and critical organ bleeding (0.3% vs. 0.4%).

Importantly, the TXA group had significantly lower rates of International Society on Thrombosis and Haemostasis major bleeding (6.6% vs. 8.7%; P = .0001) and the need for transfusion of 1 or more units of packed red blood cells (9.4% vs. 12.0%; P <.0001), Dr. Devereaux noted.

In terms of secondary vascular outcomes, there were no significant differences between the TXA and placebo groups in rates of MINS (12.8% vs. 12.6%), MINS not fulfilling definition of MI (both 11.5%), MI (1.4% vs. 1.1%), and the net risk-benefit outcome (a composite of vascular death and nonfatal life-threatening, major, or critical organ bleeding, MINS, stroke, peripheral arterial thrombosis, and symptomatic proximal VTE; 20.7% vs. 21.9%).

The two groups had similar rates of all-cause (1.1% vs. 1.2%) and vascular (0.5% vs. 0.6%) mortality.

There also were no significant differences in other tertiary outcomes, such as acute kidney injury (14.1% vs. 13.7%), rehospitalization for vascular reasons (1.8% vs. 1.6%), or seizures (0.2% vs. <0.1%). The latter has been a concern, with the risk reported to increase with higher doses.

Subgroup analyses

Preplanned subgroup analyses showed a benefit for TXA over placebo for the primary efficacy outcome in orthopedic and nonorthopedic surgery and in patients with hemoglobin level below 120 g/L or 120 g/L or higher, with an estimated glomerular filtration rate less than 45 mL/min/1.73 m 2  or 45 mL/min/1.73 m 2  or higher, or with an N-terminal pro– B-type natriuretic peptide level below 200 ng/L or 200 ng/L or higher.

 

 

For the primary safety outcome, the benefit favored placebo but the interaction was not statistically significant for any of the four subgroups.

A post hoc subgroup analysis also showed similar results across the major categories of surgery, including general, vascular, urologic, and gynecologic, Dr. Devereaux told this news organization.

Although TXA is commonly used in orthopedic procedures, Dr. Devereaux noted, in other types of surgeries, “it’s not used at all.” But because TXA “is so cheap, and we can apply it to a broad population, even at an economic level it looks like it’s a winner to give to almost all patients having noncardiac surgery.”

The team also recently published a risk prediction tool that can help estimate a patient’s baseline risk for bleeding.

“So just using a model, which will bring together the patient’s type of surgery and their risk factors, you can look to see, okay, this is enough risk of bleeding, I’m just going to give tranexamic acid,” he said. “We will also be doing economic analyses because blood is also not cheap.”

The study was funded by the Canadian Institutes of Health Research, National Health and Medical Research Council (Australia), and the Research Grant Council (Hong Kong). Dr. Devereaux reports research/research grants from Abbott Diagnostics, Philips Healthcare, Roche Diagnostics, and Siemens. Dr. Mack reports receiving research grants from Abbott Vascular, Edwards Lifesciences, and Medtronic.

A version of this article first appeared on Medscape.com.

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The antifibrinolytic tranexamic acid (TXA) reduced serious bleeding without a significant effect on major vascular outcomes in patients undergoing noncardiac surgery at risk for these complications in the POISE-3 trial.

TXA cut the primary efficacy outcome of life-threatening, major, and critical organ bleeding at 30 days by 24% compared with placebo (9.1% vs. 11.7%; hazard ratio [HR], 0.76; P < .0001).

The primary safety outcome of myocardial injury after noncardiac surgery (MINS), nonhemorrhagic stroke, peripheral arterial thrombosis, and symptomatic proximal venous thromboembolism (VTE) at 30 days occurred in 14.2% vs.. 13.9% of patients, respectively (HR, 1.023). This failed, however, to meet the study›s threshold to prove TXA noninferior to placebo (one-sided P = .044).

There was no increased risk for death or stroke with TXA, according to results published April 2 in the New England Journal of Medicine.

Principal investigator P.J. Devereaux, MD, PhD, Population Health Research Institute and McMaster University, Hamilton, Ontario, Canada, pointed out that there is only a 4.4% probability that the composite vascular outcome hazard ratio was above the noninferiority margin and that just 10 events separated the two groups (649 vs.. 639).

“Healthcare providers and patients will have to weigh a clear beneficial reduction in the composite bleeding outcome, which is an absolute difference of 2.7%, a result that was highly statistically significant, versus a low probability of a small increase in risk of the composite vascular endpoint, with an absolute difference of 0.3%,” a nonsignificant result, Dr. Devereaux said during the formal presentation of the results at the hybrid annual scientific sessions of the American College of Cardiology.

The findings, he said, should also be put in the context that 300 million adults have a major surgery each year worldwide and most don’t receive TXA. At the same time, there’s an annual global shortage of 30 million blood product units, and surgical bleeding accounts for up to 40% of all transfusions.

“POISE-3 identifies that use of TXA could avoid upwards of 8 million bleeding events resulting in transfusion on an annual basis, indicating potential for large public health and clinical benefit if TXA become standard practice in noncardiac surgery,” Dr. Devereaux said during the late-breaking trial session.

TXA is indicated for heavy menstrual bleeding and hemophilia and has been used in cardiac surgery, but it is increasingly being used in noncardiac surgeries. As previously reported, POISE showed that the beta-blocker metoprolol lowered the risk for myocardial infarction (MI) but increased the risk for severe stroke and overall death, whereas in POISE-2, perioperative low-dose aspirin lowered the risk for MI but was linked to more major bleeding.

The cumulative data have not shown an increased risk for thrombotic events in other settings, Dr. Devereaux told this news organization.

“I’m a cardiologist, and I think that we’ve been guilty at times of always only focusing on the thrombotic side of the equation and ignoring that bleeding is a very important aspect of the circulatory system,” he said. “And I think this shows for the first time clear unequivocal evidence that there’s a cheap, very encouraging, safe way to prevent this.”

“An important point is that if you can give tranexamic acid and prevent bleeding in your cardiac patients having noncardiac surgery, then you can prevent the delay of reinitiating their anticoagulants and their antiplatelets after surgery and getting them back on the medications that are important for them to prevent their cardiovascular event,” Dr. Devereaux added.

Discussant Michael J. Mack, MD, commented that TXA, widely used in cardiac surgery, is an old, inexpensive drug that “should be more widely used in noncardiac surgery.” Dr. Mack, from Baylor Scott & White Health, Dallas, added that he would limit it to major noncardiac surgery.

 

 

International trial

PeriOperative ISchemic Evaluation-3 (POISE-3) investigators at 114 hospitals in 22 countries (including countries in North and South America, Europe, and Africa; Russia; India; and Australia) randomly assigned 9,535 patients, aged 45 years or older, with or at risk for cardiovascular and bleeding complications to receive a TXA 1-g intravenous bolus or placebo at the start and end of inpatient noncardiac surgery.

Patients taking at least one long-term antihypertensive medication were also randomly assigned to a perioperative hypotension- or hypertension-avoidance strategy, which differ in the use of antihypertensives on the morning of surgery and the first 2 days after surgery, and in the target mean arterial pressure during surgery. Results from these cohorts will be presented in a separate session on April 4.

The study had planned to enroll 10,000 patients but was stopped early by the steering committee because of financial constraints resulting from slow enrollment during the pandemic. The decision was made without knowledge of the trial results but with knowledge that aggregate composite bleeding and vascular outcomes were higher than originally estimated, Dr. Devereaux noted.

Among all participants, the mean age was 70 years, 56% were male, almost a third had coronary artery disease, 15% had peripheral artery disease, and 8% had a prior stroke. About 80% were undergoing major surgery. Adherence to the study medications was 96.3% in both groups.

Secondary bleeding outcomes were lower in the TXA and placebo groups, including bleeding independently associated with mortality after surgery (8.7% vs. 11.3%), life-threatening bleeding (1.6% vs. 1.7%), major bleeding (7.6% vs. 10.4%), and critical organ bleeding (0.3% vs. 0.4%).

Importantly, the TXA group had significantly lower rates of International Society on Thrombosis and Haemostasis major bleeding (6.6% vs. 8.7%; P = .0001) and the need for transfusion of 1 or more units of packed red blood cells (9.4% vs. 12.0%; P <.0001), Dr. Devereaux noted.

In terms of secondary vascular outcomes, there were no significant differences between the TXA and placebo groups in rates of MINS (12.8% vs. 12.6%), MINS not fulfilling definition of MI (both 11.5%), MI (1.4% vs. 1.1%), and the net risk-benefit outcome (a composite of vascular death and nonfatal life-threatening, major, or critical organ bleeding, MINS, stroke, peripheral arterial thrombosis, and symptomatic proximal VTE; 20.7% vs. 21.9%).

The two groups had similar rates of all-cause (1.1% vs. 1.2%) and vascular (0.5% vs. 0.6%) mortality.

There also were no significant differences in other tertiary outcomes, such as acute kidney injury (14.1% vs. 13.7%), rehospitalization for vascular reasons (1.8% vs. 1.6%), or seizures (0.2% vs. <0.1%). The latter has been a concern, with the risk reported to increase with higher doses.

Subgroup analyses

Preplanned subgroup analyses showed a benefit for TXA over placebo for the primary efficacy outcome in orthopedic and nonorthopedic surgery and in patients with hemoglobin level below 120 g/L or 120 g/L or higher, with an estimated glomerular filtration rate less than 45 mL/min/1.73 m 2  or 45 mL/min/1.73 m 2  or higher, or with an N-terminal pro– B-type natriuretic peptide level below 200 ng/L or 200 ng/L or higher.

 

 

For the primary safety outcome, the benefit favored placebo but the interaction was not statistically significant for any of the four subgroups.

A post hoc subgroup analysis also showed similar results across the major categories of surgery, including general, vascular, urologic, and gynecologic, Dr. Devereaux told this news organization.

Although TXA is commonly used in orthopedic procedures, Dr. Devereaux noted, in other types of surgeries, “it’s not used at all.” But because TXA “is so cheap, and we can apply it to a broad population, even at an economic level it looks like it’s a winner to give to almost all patients having noncardiac surgery.”

The team also recently published a risk prediction tool that can help estimate a patient’s baseline risk for bleeding.

“So just using a model, which will bring together the patient’s type of surgery and their risk factors, you can look to see, okay, this is enough risk of bleeding, I’m just going to give tranexamic acid,” he said. “We will also be doing economic analyses because blood is also not cheap.”

The study was funded by the Canadian Institutes of Health Research, National Health and Medical Research Council (Australia), and the Research Grant Council (Hong Kong). Dr. Devereaux reports research/research grants from Abbott Diagnostics, Philips Healthcare, Roche Diagnostics, and Siemens. Dr. Mack reports receiving research grants from Abbott Vascular, Edwards Lifesciences, and Medtronic.

A version of this article first appeared on Medscape.com.

The antifibrinolytic tranexamic acid (TXA) reduced serious bleeding without a significant effect on major vascular outcomes in patients undergoing noncardiac surgery at risk for these complications in the POISE-3 trial.

TXA cut the primary efficacy outcome of life-threatening, major, and critical organ bleeding at 30 days by 24% compared with placebo (9.1% vs. 11.7%; hazard ratio [HR], 0.76; P < .0001).

The primary safety outcome of myocardial injury after noncardiac surgery (MINS), nonhemorrhagic stroke, peripheral arterial thrombosis, and symptomatic proximal venous thromboembolism (VTE) at 30 days occurred in 14.2% vs.. 13.9% of patients, respectively (HR, 1.023). This failed, however, to meet the study›s threshold to prove TXA noninferior to placebo (one-sided P = .044).

There was no increased risk for death or stroke with TXA, according to results published April 2 in the New England Journal of Medicine.

Principal investigator P.J. Devereaux, MD, PhD, Population Health Research Institute and McMaster University, Hamilton, Ontario, Canada, pointed out that there is only a 4.4% probability that the composite vascular outcome hazard ratio was above the noninferiority margin and that just 10 events separated the two groups (649 vs.. 639).

“Healthcare providers and patients will have to weigh a clear beneficial reduction in the composite bleeding outcome, which is an absolute difference of 2.7%, a result that was highly statistically significant, versus a low probability of a small increase in risk of the composite vascular endpoint, with an absolute difference of 0.3%,” a nonsignificant result, Dr. Devereaux said during the formal presentation of the results at the hybrid annual scientific sessions of the American College of Cardiology.

The findings, he said, should also be put in the context that 300 million adults have a major surgery each year worldwide and most don’t receive TXA. At the same time, there’s an annual global shortage of 30 million blood product units, and surgical bleeding accounts for up to 40% of all transfusions.

“POISE-3 identifies that use of TXA could avoid upwards of 8 million bleeding events resulting in transfusion on an annual basis, indicating potential for large public health and clinical benefit if TXA become standard practice in noncardiac surgery,” Dr. Devereaux said during the late-breaking trial session.

TXA is indicated for heavy menstrual bleeding and hemophilia and has been used in cardiac surgery, but it is increasingly being used in noncardiac surgeries. As previously reported, POISE showed that the beta-blocker metoprolol lowered the risk for myocardial infarction (MI) but increased the risk for severe stroke and overall death, whereas in POISE-2, perioperative low-dose aspirin lowered the risk for MI but was linked to more major bleeding.

The cumulative data have not shown an increased risk for thrombotic events in other settings, Dr. Devereaux told this news organization.

“I’m a cardiologist, and I think that we’ve been guilty at times of always only focusing on the thrombotic side of the equation and ignoring that bleeding is a very important aspect of the circulatory system,” he said. “And I think this shows for the first time clear unequivocal evidence that there’s a cheap, very encouraging, safe way to prevent this.”

“An important point is that if you can give tranexamic acid and prevent bleeding in your cardiac patients having noncardiac surgery, then you can prevent the delay of reinitiating their anticoagulants and their antiplatelets after surgery and getting them back on the medications that are important for them to prevent their cardiovascular event,” Dr. Devereaux added.

Discussant Michael J. Mack, MD, commented that TXA, widely used in cardiac surgery, is an old, inexpensive drug that “should be more widely used in noncardiac surgery.” Dr. Mack, from Baylor Scott & White Health, Dallas, added that he would limit it to major noncardiac surgery.

 

 

International trial

PeriOperative ISchemic Evaluation-3 (POISE-3) investigators at 114 hospitals in 22 countries (including countries in North and South America, Europe, and Africa; Russia; India; and Australia) randomly assigned 9,535 patients, aged 45 years or older, with or at risk for cardiovascular and bleeding complications to receive a TXA 1-g intravenous bolus or placebo at the start and end of inpatient noncardiac surgery.

Patients taking at least one long-term antihypertensive medication were also randomly assigned to a perioperative hypotension- or hypertension-avoidance strategy, which differ in the use of antihypertensives on the morning of surgery and the first 2 days after surgery, and in the target mean arterial pressure during surgery. Results from these cohorts will be presented in a separate session on April 4.

The study had planned to enroll 10,000 patients but was stopped early by the steering committee because of financial constraints resulting from slow enrollment during the pandemic. The decision was made without knowledge of the trial results but with knowledge that aggregate composite bleeding and vascular outcomes were higher than originally estimated, Dr. Devereaux noted.

Among all participants, the mean age was 70 years, 56% were male, almost a third had coronary artery disease, 15% had peripheral artery disease, and 8% had a prior stroke. About 80% were undergoing major surgery. Adherence to the study medications was 96.3% in both groups.

Secondary bleeding outcomes were lower in the TXA and placebo groups, including bleeding independently associated with mortality after surgery (8.7% vs. 11.3%), life-threatening bleeding (1.6% vs. 1.7%), major bleeding (7.6% vs. 10.4%), and critical organ bleeding (0.3% vs. 0.4%).

Importantly, the TXA group had significantly lower rates of International Society on Thrombosis and Haemostasis major bleeding (6.6% vs. 8.7%; P = .0001) and the need for transfusion of 1 or more units of packed red blood cells (9.4% vs. 12.0%; P <.0001), Dr. Devereaux noted.

In terms of secondary vascular outcomes, there were no significant differences between the TXA and placebo groups in rates of MINS (12.8% vs. 12.6%), MINS not fulfilling definition of MI (both 11.5%), MI (1.4% vs. 1.1%), and the net risk-benefit outcome (a composite of vascular death and nonfatal life-threatening, major, or critical organ bleeding, MINS, stroke, peripheral arterial thrombosis, and symptomatic proximal VTE; 20.7% vs. 21.9%).

The two groups had similar rates of all-cause (1.1% vs. 1.2%) and vascular (0.5% vs. 0.6%) mortality.

There also were no significant differences in other tertiary outcomes, such as acute kidney injury (14.1% vs. 13.7%), rehospitalization for vascular reasons (1.8% vs. 1.6%), or seizures (0.2% vs. <0.1%). The latter has been a concern, with the risk reported to increase with higher doses.

Subgroup analyses

Preplanned subgroup analyses showed a benefit for TXA over placebo for the primary efficacy outcome in orthopedic and nonorthopedic surgery and in patients with hemoglobin level below 120 g/L or 120 g/L or higher, with an estimated glomerular filtration rate less than 45 mL/min/1.73 m 2  or 45 mL/min/1.73 m 2  or higher, or with an N-terminal pro– B-type natriuretic peptide level below 200 ng/L or 200 ng/L or higher.

 

 

For the primary safety outcome, the benefit favored placebo but the interaction was not statistically significant for any of the four subgroups.

A post hoc subgroup analysis also showed similar results across the major categories of surgery, including general, vascular, urologic, and gynecologic, Dr. Devereaux told this news organization.

Although TXA is commonly used in orthopedic procedures, Dr. Devereaux noted, in other types of surgeries, “it’s not used at all.” But because TXA “is so cheap, and we can apply it to a broad population, even at an economic level it looks like it’s a winner to give to almost all patients having noncardiac surgery.”

The team also recently published a risk prediction tool that can help estimate a patient’s baseline risk for bleeding.

“So just using a model, which will bring together the patient’s type of surgery and their risk factors, you can look to see, okay, this is enough risk of bleeding, I’m just going to give tranexamic acid,” he said. “We will also be doing economic analyses because blood is also not cheap.”

The study was funded by the Canadian Institutes of Health Research, National Health and Medical Research Council (Australia), and the Research Grant Council (Hong Kong). Dr. Devereaux reports research/research grants from Abbott Diagnostics, Philips Healthcare, Roche Diagnostics, and Siemens. Dr. Mack reports receiving research grants from Abbott Vascular, Edwards Lifesciences, and Medtronic.

A version of this article first appeared on Medscape.com.

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Is aspirin the best way to prevent blood clots after THA/TKA?

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Wed, 03/30/2022 - 13:19

– Patients discharged to facilities rather than to home after total hip arthroplasty (THA) or total knee arthroplasty (TKA) may need more potent chemoprophylaxis than aspirin to prevent blood clots, new data suggest.

Researchers led by Stefano Muscatelli, MD, an orthopedist at Michigan Medicine, Ann Arbor, first aimed to determine whether there was an increase in risk of venous thromboembolism (VTE) in patients who were discharged to facilities such as a skilled nursing facility or inpatient rehabilitation facility, compared with those discharged to home after THA or TKA.

Dr. Stefano Muscatelli

The second aim was to determine whether VTE risk differed between home- and non–home-discharge patients when stratified by the chemoprophylaxis prescribed to prevent VTE.

Findings were presented at the annual meeting of the American Academy of Orthopaedic Surgeons by coauthor Michael McHugh, MD, also an orthopedist at Michigan Medicine in Ann Arbor.

The agents were categorized in three groups: aspirin only; more aggressive anticoagulants, including warfarin, factor Xa inhibitor, direct thrombin inhibitor, low-molecular-weight heparin, pentasaccharide, or antiplatelet agents, with or without concurrent aspirin; and other regimens.

The researchers found that rates of VTE were higher among patients discharged to facilities.

Of 6,411 patients included in the study, the overall rate of VTE was 1.05%. Among home-discharge patients (n = 5445), rates of VTE were significantly lower than among patients discharged to facilities (n = 966) (0.83% vs. 2.26%; P < .001).



However, the researchers found there was no difference in VTE rates between non-home and home discharge in patients who received more aggressive chemoprophylaxis.

Among discharged patients who received only aspirin, rates of VTE among those discharged to home were significantly lower compared to those discharged to facilities (0.76% vs. 3.83%; P < .001).

“Smoking, BMI [body mass index], procedure type, and preoperative anticoagulation were not associated with the outcome of VTE,” Dr. McHugh said.

“Although we found VTE to continue to be an uncommon complication, non-home discharge is independently associated with higher rates of VTE. Patients should be encouraged to discharge home, but those discharged to non-home facilities after total joint arthroplasty should be considered for more potent chemoprophylaxis than aspirin,” he concluded.

Stuart J. Fischer, MD, with Summit (N.J.) Orthopaedics and Sports Medicine, who was not part of the study, told this news organization that he found the results inconclusive.

Dr. Stuart J. Fischer

He said there is the potential for confounding because “the people who are sent to a facility after total hip or total knee are inherently less mobile and less able to take care of themselves, so they are at a higher risk for VTE. They are going to be more static.”

Dr. Fischer noted that over the past few years, there has been a movement away from anticoagulation with more aggressive agents toward aspirin, for several reasons. Providers don’t have to monitor aspirin use and can instruct patients to take it once or twice a day. Initial data seem to show that it protects well against VTE.

“The question is, in certain population of patients, is it enough? And that’s where the data are unclear,” Dr. Fischer said.

“It’s certainly a useful study, and we need to find out which methods of anticoagulation are most effective in each setting,” he said.

Limitations include that it was a retrospective review and that adverse events from more aggressive chemoprophylaxis agents were not assessed. Prophylactic regimens were chosen at the discretion of the treating surgeon.

The researchers excluded bilateral cases, conversion arthroplasty, hip hemiarthroplasty, unicompartmental knee arthroplasty, and deaths.

Dr. Muscatelli and Dr. McHugh reported no relevant financial relationships. A coauthor reported being a paid consultant for DePuy and Zimmer. Dr. Fischer reported no relevant financial relationships.

A version of this article first appeared on Medscape.com.

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– Patients discharged to facilities rather than to home after total hip arthroplasty (THA) or total knee arthroplasty (TKA) may need more potent chemoprophylaxis than aspirin to prevent blood clots, new data suggest.

Researchers led by Stefano Muscatelli, MD, an orthopedist at Michigan Medicine, Ann Arbor, first aimed to determine whether there was an increase in risk of venous thromboembolism (VTE) in patients who were discharged to facilities such as a skilled nursing facility or inpatient rehabilitation facility, compared with those discharged to home after THA or TKA.

Dr. Stefano Muscatelli

The second aim was to determine whether VTE risk differed between home- and non–home-discharge patients when stratified by the chemoprophylaxis prescribed to prevent VTE.

Findings were presented at the annual meeting of the American Academy of Orthopaedic Surgeons by coauthor Michael McHugh, MD, also an orthopedist at Michigan Medicine in Ann Arbor.

The agents were categorized in three groups: aspirin only; more aggressive anticoagulants, including warfarin, factor Xa inhibitor, direct thrombin inhibitor, low-molecular-weight heparin, pentasaccharide, or antiplatelet agents, with or without concurrent aspirin; and other regimens.

The researchers found that rates of VTE were higher among patients discharged to facilities.

Of 6,411 patients included in the study, the overall rate of VTE was 1.05%. Among home-discharge patients (n = 5445), rates of VTE were significantly lower than among patients discharged to facilities (n = 966) (0.83% vs. 2.26%; P < .001).



However, the researchers found there was no difference in VTE rates between non-home and home discharge in patients who received more aggressive chemoprophylaxis.

Among discharged patients who received only aspirin, rates of VTE among those discharged to home were significantly lower compared to those discharged to facilities (0.76% vs. 3.83%; P < .001).

“Smoking, BMI [body mass index], procedure type, and preoperative anticoagulation were not associated with the outcome of VTE,” Dr. McHugh said.

“Although we found VTE to continue to be an uncommon complication, non-home discharge is independently associated with higher rates of VTE. Patients should be encouraged to discharge home, but those discharged to non-home facilities after total joint arthroplasty should be considered for more potent chemoprophylaxis than aspirin,” he concluded.

Stuart J. Fischer, MD, with Summit (N.J.) Orthopaedics and Sports Medicine, who was not part of the study, told this news organization that he found the results inconclusive.

Dr. Stuart J. Fischer

He said there is the potential for confounding because “the people who are sent to a facility after total hip or total knee are inherently less mobile and less able to take care of themselves, so they are at a higher risk for VTE. They are going to be more static.”

Dr. Fischer noted that over the past few years, there has been a movement away from anticoagulation with more aggressive agents toward aspirin, for several reasons. Providers don’t have to monitor aspirin use and can instruct patients to take it once or twice a day. Initial data seem to show that it protects well against VTE.

“The question is, in certain population of patients, is it enough? And that’s where the data are unclear,” Dr. Fischer said.

“It’s certainly a useful study, and we need to find out which methods of anticoagulation are most effective in each setting,” he said.

Limitations include that it was a retrospective review and that adverse events from more aggressive chemoprophylaxis agents were not assessed. Prophylactic regimens were chosen at the discretion of the treating surgeon.

The researchers excluded bilateral cases, conversion arthroplasty, hip hemiarthroplasty, unicompartmental knee arthroplasty, and deaths.

Dr. Muscatelli and Dr. McHugh reported no relevant financial relationships. A coauthor reported being a paid consultant for DePuy and Zimmer. Dr. Fischer reported no relevant financial relationships.

A version of this article first appeared on Medscape.com.

– Patients discharged to facilities rather than to home after total hip arthroplasty (THA) or total knee arthroplasty (TKA) may need more potent chemoprophylaxis than aspirin to prevent blood clots, new data suggest.

Researchers led by Stefano Muscatelli, MD, an orthopedist at Michigan Medicine, Ann Arbor, first aimed to determine whether there was an increase in risk of venous thromboembolism (VTE) in patients who were discharged to facilities such as a skilled nursing facility or inpatient rehabilitation facility, compared with those discharged to home after THA or TKA.

Dr. Stefano Muscatelli

The second aim was to determine whether VTE risk differed between home- and non–home-discharge patients when stratified by the chemoprophylaxis prescribed to prevent VTE.

Findings were presented at the annual meeting of the American Academy of Orthopaedic Surgeons by coauthor Michael McHugh, MD, also an orthopedist at Michigan Medicine in Ann Arbor.

The agents were categorized in three groups: aspirin only; more aggressive anticoagulants, including warfarin, factor Xa inhibitor, direct thrombin inhibitor, low-molecular-weight heparin, pentasaccharide, or antiplatelet agents, with or without concurrent aspirin; and other regimens.

The researchers found that rates of VTE were higher among patients discharged to facilities.

Of 6,411 patients included in the study, the overall rate of VTE was 1.05%. Among home-discharge patients (n = 5445), rates of VTE were significantly lower than among patients discharged to facilities (n = 966) (0.83% vs. 2.26%; P < .001).



However, the researchers found there was no difference in VTE rates between non-home and home discharge in patients who received more aggressive chemoprophylaxis.

Among discharged patients who received only aspirin, rates of VTE among those discharged to home were significantly lower compared to those discharged to facilities (0.76% vs. 3.83%; P < .001).

“Smoking, BMI [body mass index], procedure type, and preoperative anticoagulation were not associated with the outcome of VTE,” Dr. McHugh said.

“Although we found VTE to continue to be an uncommon complication, non-home discharge is independently associated with higher rates of VTE. Patients should be encouraged to discharge home, but those discharged to non-home facilities after total joint arthroplasty should be considered for more potent chemoprophylaxis than aspirin,” he concluded.

Stuart J. Fischer, MD, with Summit (N.J.) Orthopaedics and Sports Medicine, who was not part of the study, told this news organization that he found the results inconclusive.

Dr. Stuart J. Fischer

He said there is the potential for confounding because “the people who are sent to a facility after total hip or total knee are inherently less mobile and less able to take care of themselves, so they are at a higher risk for VTE. They are going to be more static.”

Dr. Fischer noted that over the past few years, there has been a movement away from anticoagulation with more aggressive agents toward aspirin, for several reasons. Providers don’t have to monitor aspirin use and can instruct patients to take it once or twice a day. Initial data seem to show that it protects well against VTE.

“The question is, in certain population of patients, is it enough? And that’s where the data are unclear,” Dr. Fischer said.

“It’s certainly a useful study, and we need to find out which methods of anticoagulation are most effective in each setting,” he said.

Limitations include that it was a retrospective review and that adverse events from more aggressive chemoprophylaxis agents were not assessed. Prophylactic regimens were chosen at the discretion of the treating surgeon.

The researchers excluded bilateral cases, conversion arthroplasty, hip hemiarthroplasty, unicompartmental knee arthroplasty, and deaths.

Dr. Muscatelli and Dr. McHugh reported no relevant financial relationships. A coauthor reported being a paid consultant for DePuy and Zimmer. Dr. Fischer reported no relevant financial relationships.

A version of this article first appeared on Medscape.com.

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Medical cannabis may cut opioid use for back pain, OA

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– Access to medical cannabis (MC) cut opioid prescriptions for patients with chronic noncancer back pain and patients with osteoarthritis, according to preliminary data presented at the annual meeting of the American Academy of Orthopaedic Surgeons.

For those with chronic back pain, the average morphine milligram equivalents (MME) per day dropped from 15.1 to 11.0 (n = 186; P < .01). More than one-third of the patients (38.7%) stopped taking morphine after they filled prescriptions for medical cannabis.

LPETTET/Getty Images

Opioid prescriptions were filled 6 months before access to MC and then were compared with 6 months after access to MC.

In analyzing subgroups, the researchers found that patients who started at less than 15 MME/day and more than 15 MME/day showed significant decreases after filling the MC prescription.

Almost half (48.5%) of the patients in the group that started at less than 15 MME daily dropped to 0 MME/day, and 13.5% of patients who were getting more than 15 MME/day stopped using opioids.

Data on filled opioid prescriptions were gathered from a Prescription Drug Monitoring Program (PDMP) system for patients diagnosed with chronic musculoskeletal noncancer back pain who were eligible for MC access between February 2018 and July 2019.



Medical cannabis has shown benefit in treating chronic pain, but evidence has been limited on whether it can reduce opioid use, which can lead to substance abuse, addiction, overdose, and death, the researchers noted.

Researchers found that using MC via multiple routes of administration seemed to be important.

Patients who used only a single administration route showed a statistically insignificant decrease in MME/day from 20.0 to 15.1 (n = 68; P = .054), whereas patients who used two or more routes showed a significant decrease from 13.2 to 9.5 (n = 76; P < .01).

“We have many patients who are benefiting from a single route of delivery for chronic orthopedic pain,” Ari Greis, DO, a physical medicine and rehabilitation specialist in Bryn Mawr, Pa., and a coauthor of the MC studies for both back pain and OA, said in an interview. “However, our data shows a greater reduction in opioid consumption in patients using more than one route of delivery.”

Dr. Ari Greis

He said delivery modes in the studies included vaporized cannabis oil or flower; sublingual tinctures; capsules or tablets; and topical lotions, creams, and salves.

Dr. Greis is the director of the medical cannabis department at Rothman Orthopaedic Institute in Bryn Mawr, and is a senior fellow in the Institute of Emerging Health Professions and the Lambert Center for the Study of Medicinal Cannabis and Hemp, both in Philadelphia.
 

Medical cannabis also reduces opioids for OA

The same team of researchers, using the data from the PDMP system, showed that medical cannabis also helped reduce opioid use for osteoarthritis.

For patients using opioids for OA, there was a significant decrease in average MME/day of prescriptions filled by patients following MC access – from 18.2 to 9.8 (n = 40; P < .05). The average drop in MME/day was 46.3%. The percentage of patients who stopped using opioids was 37.5%. Pain score on a 0-10 visual analog scale decreased significantly from 6.6 (n = 36) to 5.0 (n = 26; P < .01) at 3 months and 5.4 (n = 16; P < .05) at 6 months.

Gary Stewart, MD, an orthopedic surgeon in Morrow, Ga., who was not part of the studies, told this news organization that the studies offer good preliminary data to offer help with the opioid issue.

Dr. Gary Stewart

“I sometimes feel that we, as orthopedic surgeons and physicians in general, are working with one hand behind our back. We’re taking something that is a heroin or morphine derivative and giving it to our patients when we know it has a high risk of building tolerance and addiction. But at the same time, we have no alternative,” he said.

He said it’s important to remember the results from the relatively small study are preliminary and observational. People used different forms and amounts of MC and the data show only that prescriptions were filled, but not whether the cannabis was used. Prospective, controlled studies where opioids go head-to-head with MC are needed, he said.



“Still, this can lead us to more studies to give us an option [apart from] an opioid that we know is highly addictive,” he said.

Dr. Stewart is a member of the AAOS Opioid Task Force. Dr. Greis and several coauthors have disclosed no relevant financial relationships, and other coauthors report financial ties to companies unrelated to the research presented.

A version of this article first appeared on Medscape.com.

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– Access to medical cannabis (MC) cut opioid prescriptions for patients with chronic noncancer back pain and patients with osteoarthritis, according to preliminary data presented at the annual meeting of the American Academy of Orthopaedic Surgeons.

For those with chronic back pain, the average morphine milligram equivalents (MME) per day dropped from 15.1 to 11.0 (n = 186; P < .01). More than one-third of the patients (38.7%) stopped taking morphine after they filled prescriptions for medical cannabis.

LPETTET/Getty Images

Opioid prescriptions were filled 6 months before access to MC and then were compared with 6 months after access to MC.

In analyzing subgroups, the researchers found that patients who started at less than 15 MME/day and more than 15 MME/day showed significant decreases after filling the MC prescription.

Almost half (48.5%) of the patients in the group that started at less than 15 MME daily dropped to 0 MME/day, and 13.5% of patients who were getting more than 15 MME/day stopped using opioids.

Data on filled opioid prescriptions were gathered from a Prescription Drug Monitoring Program (PDMP) system for patients diagnosed with chronic musculoskeletal noncancer back pain who were eligible for MC access between February 2018 and July 2019.



Medical cannabis has shown benefit in treating chronic pain, but evidence has been limited on whether it can reduce opioid use, which can lead to substance abuse, addiction, overdose, and death, the researchers noted.

Researchers found that using MC via multiple routes of administration seemed to be important.

Patients who used only a single administration route showed a statistically insignificant decrease in MME/day from 20.0 to 15.1 (n = 68; P = .054), whereas patients who used two or more routes showed a significant decrease from 13.2 to 9.5 (n = 76; P < .01).

“We have many patients who are benefiting from a single route of delivery for chronic orthopedic pain,” Ari Greis, DO, a physical medicine and rehabilitation specialist in Bryn Mawr, Pa., and a coauthor of the MC studies for both back pain and OA, said in an interview. “However, our data shows a greater reduction in opioid consumption in patients using more than one route of delivery.”

Dr. Ari Greis

He said delivery modes in the studies included vaporized cannabis oil or flower; sublingual tinctures; capsules or tablets; and topical lotions, creams, and salves.

Dr. Greis is the director of the medical cannabis department at Rothman Orthopaedic Institute in Bryn Mawr, and is a senior fellow in the Institute of Emerging Health Professions and the Lambert Center for the Study of Medicinal Cannabis and Hemp, both in Philadelphia.
 

Medical cannabis also reduces opioids for OA

The same team of researchers, using the data from the PDMP system, showed that medical cannabis also helped reduce opioid use for osteoarthritis.

For patients using opioids for OA, there was a significant decrease in average MME/day of prescriptions filled by patients following MC access – from 18.2 to 9.8 (n = 40; P < .05). The average drop in MME/day was 46.3%. The percentage of patients who stopped using opioids was 37.5%. Pain score on a 0-10 visual analog scale decreased significantly from 6.6 (n = 36) to 5.0 (n = 26; P < .01) at 3 months and 5.4 (n = 16; P < .05) at 6 months.

Gary Stewart, MD, an orthopedic surgeon in Morrow, Ga., who was not part of the studies, told this news organization that the studies offer good preliminary data to offer help with the opioid issue.

Dr. Gary Stewart

“I sometimes feel that we, as orthopedic surgeons and physicians in general, are working with one hand behind our back. We’re taking something that is a heroin or morphine derivative and giving it to our patients when we know it has a high risk of building tolerance and addiction. But at the same time, we have no alternative,” he said.

He said it’s important to remember the results from the relatively small study are preliminary and observational. People used different forms and amounts of MC and the data show only that prescriptions were filled, but not whether the cannabis was used. Prospective, controlled studies where opioids go head-to-head with MC are needed, he said.



“Still, this can lead us to more studies to give us an option [apart from] an opioid that we know is highly addictive,” he said.

Dr. Stewart is a member of the AAOS Opioid Task Force. Dr. Greis and several coauthors have disclosed no relevant financial relationships, and other coauthors report financial ties to companies unrelated to the research presented.

A version of this article first appeared on Medscape.com.

– Access to medical cannabis (MC) cut opioid prescriptions for patients with chronic noncancer back pain and patients with osteoarthritis, according to preliminary data presented at the annual meeting of the American Academy of Orthopaedic Surgeons.

For those with chronic back pain, the average morphine milligram equivalents (MME) per day dropped from 15.1 to 11.0 (n = 186; P < .01). More than one-third of the patients (38.7%) stopped taking morphine after they filled prescriptions for medical cannabis.

LPETTET/Getty Images

Opioid prescriptions were filled 6 months before access to MC and then were compared with 6 months after access to MC.

In analyzing subgroups, the researchers found that patients who started at less than 15 MME/day and more than 15 MME/day showed significant decreases after filling the MC prescription.

Almost half (48.5%) of the patients in the group that started at less than 15 MME daily dropped to 0 MME/day, and 13.5% of patients who were getting more than 15 MME/day stopped using opioids.

Data on filled opioid prescriptions were gathered from a Prescription Drug Monitoring Program (PDMP) system for patients diagnosed with chronic musculoskeletal noncancer back pain who were eligible for MC access between February 2018 and July 2019.



Medical cannabis has shown benefit in treating chronic pain, but evidence has been limited on whether it can reduce opioid use, which can lead to substance abuse, addiction, overdose, and death, the researchers noted.

Researchers found that using MC via multiple routes of administration seemed to be important.

Patients who used only a single administration route showed a statistically insignificant decrease in MME/day from 20.0 to 15.1 (n = 68; P = .054), whereas patients who used two or more routes showed a significant decrease from 13.2 to 9.5 (n = 76; P < .01).

“We have many patients who are benefiting from a single route of delivery for chronic orthopedic pain,” Ari Greis, DO, a physical medicine and rehabilitation specialist in Bryn Mawr, Pa., and a coauthor of the MC studies for both back pain and OA, said in an interview. “However, our data shows a greater reduction in opioid consumption in patients using more than one route of delivery.”

Dr. Ari Greis

He said delivery modes in the studies included vaporized cannabis oil or flower; sublingual tinctures; capsules or tablets; and topical lotions, creams, and salves.

Dr. Greis is the director of the medical cannabis department at Rothman Orthopaedic Institute in Bryn Mawr, and is a senior fellow in the Institute of Emerging Health Professions and the Lambert Center for the Study of Medicinal Cannabis and Hemp, both in Philadelphia.
 

Medical cannabis also reduces opioids for OA

The same team of researchers, using the data from the PDMP system, showed that medical cannabis also helped reduce opioid use for osteoarthritis.

For patients using opioids for OA, there was a significant decrease in average MME/day of prescriptions filled by patients following MC access – from 18.2 to 9.8 (n = 40; P < .05). The average drop in MME/day was 46.3%. The percentage of patients who stopped using opioids was 37.5%. Pain score on a 0-10 visual analog scale decreased significantly from 6.6 (n = 36) to 5.0 (n = 26; P < .01) at 3 months and 5.4 (n = 16; P < .05) at 6 months.

Gary Stewart, MD, an orthopedic surgeon in Morrow, Ga., who was not part of the studies, told this news organization that the studies offer good preliminary data to offer help with the opioid issue.

Dr. Gary Stewart

“I sometimes feel that we, as orthopedic surgeons and physicians in general, are working with one hand behind our back. We’re taking something that is a heroin or morphine derivative and giving it to our patients when we know it has a high risk of building tolerance and addiction. But at the same time, we have no alternative,” he said.

He said it’s important to remember the results from the relatively small study are preliminary and observational. People used different forms and amounts of MC and the data show only that prescriptions were filled, but not whether the cannabis was used. Prospective, controlled studies where opioids go head-to-head with MC are needed, he said.



“Still, this can lead us to more studies to give us an option [apart from] an opioid that we know is highly addictive,” he said.

Dr. Stewart is a member of the AAOS Opioid Task Force. Dr. Greis and several coauthors have disclosed no relevant financial relationships, and other coauthors report financial ties to companies unrelated to the research presented.

A version of this article first appeared on Medscape.com.

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Shoulder arthritis surgery: Depression complicates care

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Fri, 03/25/2022 - 16:27

Patients undergoing primary reverse shoulder arthroplasty (RSA) for their glenohumeral osteoarthritis had more complications of care and higher hospital costs when they also had a diagnosis of depression, new data show.

The abstract was presented at the annual meeting of the American Academy of Orthopedic Surgeons.

Researchers, led by Keith Diamond, MD, an orthopedic surgeon at Maimonides Medical Center in New York, queried a private payer database looking for patients who had primary RSA for treatment of glenohumeral OA and also had a diagnosis of depressive disorder (DD) from 2010 to 2019. Patients without DD served as the controls.

Dr. Keith Diamond

After the randomized matching with controls at a 1:5 ratio, the study consisted of 28,410 patients: 4,084 in the DD group and 24,326 in the control group.

Researchers found that patients with depression had longer hospital stays (3 vs. 2 days, P = .0007). They also had higher frequency and odds of developing side effects within the period of care (47.4% vs. 14.7%; odds ratio, 2.27; 95% CI, 2.10-2.45,  P < .0001).

Patients with depression also had significantly higher rates of medical complications surrounding the surgery and costs were higher ($19,363 vs. $17,927, P < .0001).

Pneumonia rates were much higher in patients with DD (10% vs. 1.8%; OR, 2.88; P < .0001).

Patients with depression had higher odds of cerebrovascular accident (3.1% vs. 0.7%; OR, 2.69, P < .0001); myocardial infarctions (2% vs. 0.4%; OR, 2.54; P < .0001); acute kidney injuries (11.1% vs. 2.3%; OR, 2.11, P < .0001); surgical site infections (4.4% vs. 2.4%; OR, 1.52, P < .0001); and other complications, the authors wrote.

Dr. Diamond said in an interview that there may be a few potential reasons for the associations.

In regard to the strong association with pneumonia, Dr. Diamond hypothesized, “patients with depression can be shown to have lower respiratory drive. If a patient isn’t motivated to get out of bed, that can lead to decreased inflation of the lungs.”

Acute kidney injury could be linked with depression-related lack of self-care in properly hydrating, he said. Surgical site infections could come from suboptimal hygiene related to managing the cast after surgery, which may be more difficult when patients also struggle with depression.

Dr. Grant Garrigues

Asked to comment on Dr. Diamond’s study, Grant Garrigues, MD, an associate professor at Rush University Medical Center, Chicago, and director of upper extremity research, told this news organization the study helps confirm known associations between depression and arthritis.

“We know that people with depression and anxiety feel pain differently,” he said. “It might have to do with your outlook – are you catastrophizing or thinking it’s a minor inconvenience? It’s not that it’s just in your head – you physically feel it differently. That is something we’re certainly attuned to. We want to make sure the mental health part of the picture is optimized as much as possible.”

He added that there is increasing evidence of links between depression and the development of arthritis.

“I’m not saying that everyone with arthritis has depression, but with arthritis being multifactorial, there’s a relatively high incidence of symptomatic arthritis in patients with depression,” Dr. Garrigues said.

“We think it may have something to do with the fight-or-flight hormones in your body that may be revved up if you are living in a stressful environment or are living with a mental health problem. Those will actually change – on a cellular and biochemical basis – some of the things that affect arthritis.”
 

 

 

Stronger emphasis on mental health

Dr. Diamond said the field needs more emphasis on perioperative state of mind.  

“As orthopedic surgeons, we are preoccupied with the mechanical, the structural aspects of health care as we try to fix bones, ligaments, and tendons. But I think we need to recognize and explore the connection between the psychiatric and psychological health with our musculoskeletal health.”

He noted that, in the preoperative setting, providers look for hypertension, diabetes, smoking status, and other conditions that could complicate surgical outcomes and said mental health should be a factor in whether a surgery proceeds.

“If someone’s diabetes isn’t controlled you can delay an elective case until their [hemoglobin] A1c is under the recommended limit and you get clearance from their primary care doctor. I think that’s something that should be applied to patients with depressive disorders,” Dr. Diamond said.

This study did not distinguish between patients who were being treated for depression at the time of surgery and those not on treatment. More study related to whether treatment affects depression’s association with RSA outcomes is needed, Dr. Diamond added.

Dr. Garrigues said he talks candidly with patients considering surgery about how they are managing their mental health struggles.

“If they say they haven’t seen their psychiatrist or are off their medications, that’s a nonstarter,” he said.

“Anything outside of the surgery you can optimize, whether it’s mental health, medical, social situations – you want to have all your ducks in a row before you dive into surgery,” Dr. Garrigues said.

He added that patients’ mental health status may even affect the venue for the patient – whether outpatient or inpatient, where they can get more supervision and help in making transitions after surgery.

Dr. Diamond and coauthors and Dr. Garrigues disclosed no relevant financial relationships.

A version of this article first appeared on Medscape.com.

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Patients undergoing primary reverse shoulder arthroplasty (RSA) for their glenohumeral osteoarthritis had more complications of care and higher hospital costs when they also had a diagnosis of depression, new data show.

The abstract was presented at the annual meeting of the American Academy of Orthopedic Surgeons.

Researchers, led by Keith Diamond, MD, an orthopedic surgeon at Maimonides Medical Center in New York, queried a private payer database looking for patients who had primary RSA for treatment of glenohumeral OA and also had a diagnosis of depressive disorder (DD) from 2010 to 2019. Patients without DD served as the controls.

Dr. Keith Diamond

After the randomized matching with controls at a 1:5 ratio, the study consisted of 28,410 patients: 4,084 in the DD group and 24,326 in the control group.

Researchers found that patients with depression had longer hospital stays (3 vs. 2 days, P = .0007). They also had higher frequency and odds of developing side effects within the period of care (47.4% vs. 14.7%; odds ratio, 2.27; 95% CI, 2.10-2.45,  P < .0001).

Patients with depression also had significantly higher rates of medical complications surrounding the surgery and costs were higher ($19,363 vs. $17,927, P < .0001).

Pneumonia rates were much higher in patients with DD (10% vs. 1.8%; OR, 2.88; P < .0001).

Patients with depression had higher odds of cerebrovascular accident (3.1% vs. 0.7%; OR, 2.69, P < .0001); myocardial infarctions (2% vs. 0.4%; OR, 2.54; P < .0001); acute kidney injuries (11.1% vs. 2.3%; OR, 2.11, P < .0001); surgical site infections (4.4% vs. 2.4%; OR, 1.52, P < .0001); and other complications, the authors wrote.

Dr. Diamond said in an interview that there may be a few potential reasons for the associations.

In regard to the strong association with pneumonia, Dr. Diamond hypothesized, “patients with depression can be shown to have lower respiratory drive. If a patient isn’t motivated to get out of bed, that can lead to decreased inflation of the lungs.”

Acute kidney injury could be linked with depression-related lack of self-care in properly hydrating, he said. Surgical site infections could come from suboptimal hygiene related to managing the cast after surgery, which may be more difficult when patients also struggle with depression.

Dr. Grant Garrigues

Asked to comment on Dr. Diamond’s study, Grant Garrigues, MD, an associate professor at Rush University Medical Center, Chicago, and director of upper extremity research, told this news organization the study helps confirm known associations between depression and arthritis.

“We know that people with depression and anxiety feel pain differently,” he said. “It might have to do with your outlook – are you catastrophizing or thinking it’s a minor inconvenience? It’s not that it’s just in your head – you physically feel it differently. That is something we’re certainly attuned to. We want to make sure the mental health part of the picture is optimized as much as possible.”

He added that there is increasing evidence of links between depression and the development of arthritis.

“I’m not saying that everyone with arthritis has depression, but with arthritis being multifactorial, there’s a relatively high incidence of symptomatic arthritis in patients with depression,” Dr. Garrigues said.

“We think it may have something to do with the fight-or-flight hormones in your body that may be revved up if you are living in a stressful environment or are living with a mental health problem. Those will actually change – on a cellular and biochemical basis – some of the things that affect arthritis.”
 

 

 

Stronger emphasis on mental health

Dr. Diamond said the field needs more emphasis on perioperative state of mind.  

“As orthopedic surgeons, we are preoccupied with the mechanical, the structural aspects of health care as we try to fix bones, ligaments, and tendons. But I think we need to recognize and explore the connection between the psychiatric and psychological health with our musculoskeletal health.”

He noted that, in the preoperative setting, providers look for hypertension, diabetes, smoking status, and other conditions that could complicate surgical outcomes and said mental health should be a factor in whether a surgery proceeds.

“If someone’s diabetes isn’t controlled you can delay an elective case until their [hemoglobin] A1c is under the recommended limit and you get clearance from their primary care doctor. I think that’s something that should be applied to patients with depressive disorders,” Dr. Diamond said.

This study did not distinguish between patients who were being treated for depression at the time of surgery and those not on treatment. More study related to whether treatment affects depression’s association with RSA outcomes is needed, Dr. Diamond added.

Dr. Garrigues said he talks candidly with patients considering surgery about how they are managing their mental health struggles.

“If they say they haven’t seen their psychiatrist or are off their medications, that’s a nonstarter,” he said.

“Anything outside of the surgery you can optimize, whether it’s mental health, medical, social situations – you want to have all your ducks in a row before you dive into surgery,” Dr. Garrigues said.

He added that patients’ mental health status may even affect the venue for the patient – whether outpatient or inpatient, where they can get more supervision and help in making transitions after surgery.

Dr. Diamond and coauthors and Dr. Garrigues disclosed no relevant financial relationships.

A version of this article first appeared on Medscape.com.

Patients undergoing primary reverse shoulder arthroplasty (RSA) for their glenohumeral osteoarthritis had more complications of care and higher hospital costs when they also had a diagnosis of depression, new data show.

The abstract was presented at the annual meeting of the American Academy of Orthopedic Surgeons.

Researchers, led by Keith Diamond, MD, an orthopedic surgeon at Maimonides Medical Center in New York, queried a private payer database looking for patients who had primary RSA for treatment of glenohumeral OA and also had a diagnosis of depressive disorder (DD) from 2010 to 2019. Patients without DD served as the controls.

Dr. Keith Diamond

After the randomized matching with controls at a 1:5 ratio, the study consisted of 28,410 patients: 4,084 in the DD group and 24,326 in the control group.

Researchers found that patients with depression had longer hospital stays (3 vs. 2 days, P = .0007). They also had higher frequency and odds of developing side effects within the period of care (47.4% vs. 14.7%; odds ratio, 2.27; 95% CI, 2.10-2.45,  P < .0001).

Patients with depression also had significantly higher rates of medical complications surrounding the surgery and costs were higher ($19,363 vs. $17,927, P < .0001).

Pneumonia rates were much higher in patients with DD (10% vs. 1.8%; OR, 2.88; P < .0001).

Patients with depression had higher odds of cerebrovascular accident (3.1% vs. 0.7%; OR, 2.69, P < .0001); myocardial infarctions (2% vs. 0.4%; OR, 2.54; P < .0001); acute kidney injuries (11.1% vs. 2.3%; OR, 2.11, P < .0001); surgical site infections (4.4% vs. 2.4%; OR, 1.52, P < .0001); and other complications, the authors wrote.

Dr. Diamond said in an interview that there may be a few potential reasons for the associations.

In regard to the strong association with pneumonia, Dr. Diamond hypothesized, “patients with depression can be shown to have lower respiratory drive. If a patient isn’t motivated to get out of bed, that can lead to decreased inflation of the lungs.”

Acute kidney injury could be linked with depression-related lack of self-care in properly hydrating, he said. Surgical site infections could come from suboptimal hygiene related to managing the cast after surgery, which may be more difficult when patients also struggle with depression.

Dr. Grant Garrigues

Asked to comment on Dr. Diamond’s study, Grant Garrigues, MD, an associate professor at Rush University Medical Center, Chicago, and director of upper extremity research, told this news organization the study helps confirm known associations between depression and arthritis.

“We know that people with depression and anxiety feel pain differently,” he said. “It might have to do with your outlook – are you catastrophizing or thinking it’s a minor inconvenience? It’s not that it’s just in your head – you physically feel it differently. That is something we’re certainly attuned to. We want to make sure the mental health part of the picture is optimized as much as possible.”

He added that there is increasing evidence of links between depression and the development of arthritis.

“I’m not saying that everyone with arthritis has depression, but with arthritis being multifactorial, there’s a relatively high incidence of symptomatic arthritis in patients with depression,” Dr. Garrigues said.

“We think it may have something to do with the fight-or-flight hormones in your body that may be revved up if you are living in a stressful environment or are living with a mental health problem. Those will actually change – on a cellular and biochemical basis – some of the things that affect arthritis.”
 

 

 

Stronger emphasis on mental health

Dr. Diamond said the field needs more emphasis on perioperative state of mind.  

“As orthopedic surgeons, we are preoccupied with the mechanical, the structural aspects of health care as we try to fix bones, ligaments, and tendons. But I think we need to recognize and explore the connection between the psychiatric and psychological health with our musculoskeletal health.”

He noted that, in the preoperative setting, providers look for hypertension, diabetes, smoking status, and other conditions that could complicate surgical outcomes and said mental health should be a factor in whether a surgery proceeds.

“If someone’s diabetes isn’t controlled you can delay an elective case until their [hemoglobin] A1c is under the recommended limit and you get clearance from their primary care doctor. I think that’s something that should be applied to patients with depressive disorders,” Dr. Diamond said.

This study did not distinguish between patients who were being treated for depression at the time of surgery and those not on treatment. More study related to whether treatment affects depression’s association with RSA outcomes is needed, Dr. Diamond added.

Dr. Garrigues said he talks candidly with patients considering surgery about how they are managing their mental health struggles.

“If they say they haven’t seen their psychiatrist or are off their medications, that’s a nonstarter,” he said.

“Anything outside of the surgery you can optimize, whether it’s mental health, medical, social situations – you want to have all your ducks in a row before you dive into surgery,” Dr. Garrigues said.

He added that patients’ mental health status may even affect the venue for the patient – whether outpatient or inpatient, where they can get more supervision and help in making transitions after surgery.

Dr. Diamond and coauthors and Dr. Garrigues disclosed no relevant financial relationships.

A version of this article first appeared on Medscape.com.

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TKA: Posterior-stabilized bearing design ups revision risk

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Fri, 03/25/2022 - 10:12

 

CHICAGO - Posterior-stabilized (PS) bearings used in total knee arthroplasty (TKA) may increase the risk of revision compared with bearings of other design, new data suggest.

That possibility has previously been reported in studies outside the United States, and now an analysis of more than 300,000 cases in the American Joint Replacement Registry (AJRR) suggests it’s the case in the United States as well.

Principal investigator Ryland Kagan, MD, of the department of orthopedic surgery at Oregon Health & Science University in Portland, told this news organization, “What’s unique about our experience in the U.S. is our overall high use of PS implants.”

Dr. Ryland Kagan

More than half of TKAs in the United States use the PS bearings; in comparison, in Australia and European countries, PS use is closer to 20%, he said. Because of this disparity, previous studies have not been seen as generalizable to the United States, he said.

Researchers used AJRR data from 2012 to 2019 and identified all primary TKA procedures performed during that period. Cases were linked to supplemental Centers for Medicare & Medicaid Services data to find revision procedures that may not have been included in the AJRR database.

Jamil Kendall, MD, an orthopedic resident at OHSU, was first author on the study. The team evaluated patient demographics, polyethylene characteristics, procedure dates, and cause for revision in the 305,279 cases.

Of those cases in which implant characteristics were reported, 161,486 (52.9%) patients received PS bearings, and 143,793 (47.1%) received minimally stabilized bearings.

The researchers compared three minimally stabilized implants (cruciate retaining [CR], anterior stabilized [AS], or pivot bearing designs) with each other for risk and then compared minimally stabilized options as a group with the PS bearings.

They found no significant differences among the three minimally stabilized options.

But revision risk was higher when they compared the minimally stabilized implants with the PS bearing implants. Use of PS bearings had a hazard ratio of 1.25 (95% confidence interval, 1.2-1.3; P < .0001) for all-cause revision and an HR of 1.18 (95% CI, 1.0-1.4; P = .02) for infection.

Among the patients with minimally stabilized bearings, 1,693 (1.2%) underwent revision for any cause, and 334 (0.2%) underwent revision for infection. For patients with PS bearings, 2,406 (1.5%) underwent revision for any cause, and 446 (0.3%) underwent revision for infection.

Even a small difference significant

Dr. Kagan said, “The difference isn’t dramatic, but when you think of the total number of total knee arthroplasties done, you’re talking about millions of procedures. Even with a small increased risk, you’re going to see a large influence for a population.”

Richard Lynn Illgen, MD, director of the University of Wisconsin-Madison joint replacement program, told this news organization this work identifies a trend, but he pointed out that registry-based studies have important limitations.

“They cannot establish causality,” he said. “There are many potential confounding variables and potential selection biases that could affect the study. Specifically, the study did not control for degree of deformity or medical comorbidities. Although some surgeons routinely use PS designs for all primary TKAs, others use PS designs for patients with more severe deformities. It is possible that PS designs were used more frequently in patients with a greater degree of deformity, and this could introduce a selection bias.”

He added that no data were included to enable stratification of groups according to medical comorbidities.

“It is possible that selection bias exists comparing the relative degree of medical comorbidities between patients in the PS TKA and minimally constrained TKA groups,” Dr. Illgen said.

He said further prospective, randomized studies are needed to eliminate selection bias and to better determine whether the observed pattern of increased risk of revision holds up, compared with the minimally supported versions.

The authors acknowledged those limitations, but Dr. Kagan said the high percentage of PS procedures in the United States helps mitigate potential bias.

Dr. Illgen serves as a consultant and developer for Stryker, is chair of the AAOS AJRR Research Projects Subcommittee, and is a member of the AJRR Steering Committee. Dr. Kagan receives research support from KCI, Ortho Development, and Smith & Nephew, where he is also a paid consultant. Dr. Kendall reports no relevant financial relationships. Another coauthor of the study is a paid consultant for 3M, Heraeus, Immunis, Smith & Nephew, Zimmer Biomet, and Total Joint Orthopedics and has stock or stock options in Joint Development.

A version of this article first appeared on Medscape.com.

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CHICAGO - Posterior-stabilized (PS) bearings used in total knee arthroplasty (TKA) may increase the risk of revision compared with bearings of other design, new data suggest.

That possibility has previously been reported in studies outside the United States, and now an analysis of more than 300,000 cases in the American Joint Replacement Registry (AJRR) suggests it’s the case in the United States as well.

Principal investigator Ryland Kagan, MD, of the department of orthopedic surgery at Oregon Health & Science University in Portland, told this news organization, “What’s unique about our experience in the U.S. is our overall high use of PS implants.”

Dr. Ryland Kagan

More than half of TKAs in the United States use the PS bearings; in comparison, in Australia and European countries, PS use is closer to 20%, he said. Because of this disparity, previous studies have not been seen as generalizable to the United States, he said.

Researchers used AJRR data from 2012 to 2019 and identified all primary TKA procedures performed during that period. Cases were linked to supplemental Centers for Medicare & Medicaid Services data to find revision procedures that may not have been included in the AJRR database.

Jamil Kendall, MD, an orthopedic resident at OHSU, was first author on the study. The team evaluated patient demographics, polyethylene characteristics, procedure dates, and cause for revision in the 305,279 cases.

Of those cases in which implant characteristics were reported, 161,486 (52.9%) patients received PS bearings, and 143,793 (47.1%) received minimally stabilized bearings.

The researchers compared three minimally stabilized implants (cruciate retaining [CR], anterior stabilized [AS], or pivot bearing designs) with each other for risk and then compared minimally stabilized options as a group with the PS bearings.

They found no significant differences among the three minimally stabilized options.

But revision risk was higher when they compared the minimally stabilized implants with the PS bearing implants. Use of PS bearings had a hazard ratio of 1.25 (95% confidence interval, 1.2-1.3; P < .0001) for all-cause revision and an HR of 1.18 (95% CI, 1.0-1.4; P = .02) for infection.

Among the patients with minimally stabilized bearings, 1,693 (1.2%) underwent revision for any cause, and 334 (0.2%) underwent revision for infection. For patients with PS bearings, 2,406 (1.5%) underwent revision for any cause, and 446 (0.3%) underwent revision for infection.

Even a small difference significant

Dr. Kagan said, “The difference isn’t dramatic, but when you think of the total number of total knee arthroplasties done, you’re talking about millions of procedures. Even with a small increased risk, you’re going to see a large influence for a population.”

Richard Lynn Illgen, MD, director of the University of Wisconsin-Madison joint replacement program, told this news organization this work identifies a trend, but he pointed out that registry-based studies have important limitations.

“They cannot establish causality,” he said. “There are many potential confounding variables and potential selection biases that could affect the study. Specifically, the study did not control for degree of deformity or medical comorbidities. Although some surgeons routinely use PS designs for all primary TKAs, others use PS designs for patients with more severe deformities. It is possible that PS designs were used more frequently in patients with a greater degree of deformity, and this could introduce a selection bias.”

He added that no data were included to enable stratification of groups according to medical comorbidities.

“It is possible that selection bias exists comparing the relative degree of medical comorbidities between patients in the PS TKA and minimally constrained TKA groups,” Dr. Illgen said.

He said further prospective, randomized studies are needed to eliminate selection bias and to better determine whether the observed pattern of increased risk of revision holds up, compared with the minimally supported versions.

The authors acknowledged those limitations, but Dr. Kagan said the high percentage of PS procedures in the United States helps mitigate potential bias.

Dr. Illgen serves as a consultant and developer for Stryker, is chair of the AAOS AJRR Research Projects Subcommittee, and is a member of the AJRR Steering Committee. Dr. Kagan receives research support from KCI, Ortho Development, and Smith & Nephew, where he is also a paid consultant. Dr. Kendall reports no relevant financial relationships. Another coauthor of the study is a paid consultant for 3M, Heraeus, Immunis, Smith & Nephew, Zimmer Biomet, and Total Joint Orthopedics and has stock or stock options in Joint Development.

A version of this article first appeared on Medscape.com.

 

CHICAGO - Posterior-stabilized (PS) bearings used in total knee arthroplasty (TKA) may increase the risk of revision compared with bearings of other design, new data suggest.

That possibility has previously been reported in studies outside the United States, and now an analysis of more than 300,000 cases in the American Joint Replacement Registry (AJRR) suggests it’s the case in the United States as well.

Principal investigator Ryland Kagan, MD, of the department of orthopedic surgery at Oregon Health & Science University in Portland, told this news organization, “What’s unique about our experience in the U.S. is our overall high use of PS implants.”

Dr. Ryland Kagan

More than half of TKAs in the United States use the PS bearings; in comparison, in Australia and European countries, PS use is closer to 20%, he said. Because of this disparity, previous studies have not been seen as generalizable to the United States, he said.

Researchers used AJRR data from 2012 to 2019 and identified all primary TKA procedures performed during that period. Cases were linked to supplemental Centers for Medicare & Medicaid Services data to find revision procedures that may not have been included in the AJRR database.

Jamil Kendall, MD, an orthopedic resident at OHSU, was first author on the study. The team evaluated patient demographics, polyethylene characteristics, procedure dates, and cause for revision in the 305,279 cases.

Of those cases in which implant characteristics were reported, 161,486 (52.9%) patients received PS bearings, and 143,793 (47.1%) received minimally stabilized bearings.

The researchers compared three minimally stabilized implants (cruciate retaining [CR], anterior stabilized [AS], or pivot bearing designs) with each other for risk and then compared minimally stabilized options as a group with the PS bearings.

They found no significant differences among the three minimally stabilized options.

But revision risk was higher when they compared the minimally stabilized implants with the PS bearing implants. Use of PS bearings had a hazard ratio of 1.25 (95% confidence interval, 1.2-1.3; P < .0001) for all-cause revision and an HR of 1.18 (95% CI, 1.0-1.4; P = .02) for infection.

Among the patients with minimally stabilized bearings, 1,693 (1.2%) underwent revision for any cause, and 334 (0.2%) underwent revision for infection. For patients with PS bearings, 2,406 (1.5%) underwent revision for any cause, and 446 (0.3%) underwent revision for infection.

Even a small difference significant

Dr. Kagan said, “The difference isn’t dramatic, but when you think of the total number of total knee arthroplasties done, you’re talking about millions of procedures. Even with a small increased risk, you’re going to see a large influence for a population.”

Richard Lynn Illgen, MD, director of the University of Wisconsin-Madison joint replacement program, told this news organization this work identifies a trend, but he pointed out that registry-based studies have important limitations.

“They cannot establish causality,” he said. “There are many potential confounding variables and potential selection biases that could affect the study. Specifically, the study did not control for degree of deformity or medical comorbidities. Although some surgeons routinely use PS designs for all primary TKAs, others use PS designs for patients with more severe deformities. It is possible that PS designs were used more frequently in patients with a greater degree of deformity, and this could introduce a selection bias.”

He added that no data were included to enable stratification of groups according to medical comorbidities.

“It is possible that selection bias exists comparing the relative degree of medical comorbidities between patients in the PS TKA and minimally constrained TKA groups,” Dr. Illgen said.

He said further prospective, randomized studies are needed to eliminate selection bias and to better determine whether the observed pattern of increased risk of revision holds up, compared with the minimally supported versions.

The authors acknowledged those limitations, but Dr. Kagan said the high percentage of PS procedures in the United States helps mitigate potential bias.

Dr. Illgen serves as a consultant and developer for Stryker, is chair of the AAOS AJRR Research Projects Subcommittee, and is a member of the AJRR Steering Committee. Dr. Kagan receives research support from KCI, Ortho Development, and Smith & Nephew, where he is also a paid consultant. Dr. Kendall reports no relevant financial relationships. Another coauthor of the study is a paid consultant for 3M, Heraeus, Immunis, Smith & Nephew, Zimmer Biomet, and Total Joint Orthopedics and has stock or stock options in Joint Development.

A version of this article first appeared on Medscape.com.

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TKA outcomes for age 80+ similar to younger patients

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Fri, 03/25/2022 - 15:28

 

CHICAGO - Patients 80 years or older undergoing primary total knee arthroplasty (TKA) have similar odds of complications, compared with 65- to 79-year-old patients, an analysis of more than 1.7 million cases suggests.

Priscilla Varghese, MBA, MS, and an MD candidate at State University of New York, Brooklyn, led the research, presented at the American Academy of Orthopaedic Surgeons 2022 annual meeting.

Priscilla Varghese

Ms. Varghese’s team queried a Medicare claims database for the years 2005-2014 and analyzed information from 295,908 octogenarians and 1.4 million control patients aged 65-79 who received TKA.

Study group patients were randomly matched to controls in a 1:5 ratio according to gender and comorbidities, including chronic obstructive pulmonary disease, congestive heart failure, diabetes, peripheral vascular disease, and kidney failure.

Octogenarians were found to have higher incidence and odds of 90-day readmission rates (10.59% vs. 9.35%; odds ratio, 1.15; 95% confidence interval, 1.13-1.16; P < .0001).   

Hospital stays were also longer (3.69 days ± 1.95 vs. 3.23 days ± 1.83; P < .0001), compared with controls.

Reassuring older patients

However, Ms. Varghese told this news organization she was surprised to find that the older group had equal incidence and odds of developing medical complications (1.26% vs. 1.26%; OR, 0.99; 95% CI, 0.96-1.03; P =.99).

“That’s a really important piece of information to have when we are advising 80-year-olds – to be able to say their risk of adverse outcomes is similar to someone who’s 10 years, 15 years younger,” she said. “It’s really reassuring.”

These results offer good news to older patients who might be hesitant to undergo the surgery, and good news in general as life expectancy increases and people stay active long into their later years, forecasting the need for more knee replacements.

The number of total knee replacements is expected to rise dramatically in the United States.

In a 2017 study published in Osteoarthritis Cartilage, the authors write, “the number of TKAs in the U.S., which already has the highest [incidence rate] of knee arthroplasty in the world, is expected to increase 143% by 2050.”

Thomas Fleeter, MD, an orthopedic surgeon practicing in Reston, Virginia, who was not involved in the study, told this news organization this study reinforces that “it’s OK to do knee replacements in elderly people; you just have to pick the right ones.”



He pointed out that the study also showed that the 80-and-older patients don’t have the added risk of loosening their mechanical components after the surgery, likely because they are less inclined than their younger counterparts to follow surgery with strenuous activities.

In a subanalysis, revision rates were also lower for the octogenarians (0.01% vs. 0.02% for controls).

Octogenarians who had TKA were found to have lower incidence and odds (1.6% vs. 1.93%; OR, 0.86; 95% CI, 0.83-0.88, P < .001) of implant-related complications, compared with the younger group.

The increased length of stay would be expected, Dr. Fleeter said, because those 80-plus may need a bit more help getting out of bed and may not have as much support at home.

A total knee replacement can have the substantial benefit of improving octogenarians’ ability to maintain their independence longer by facilitating driving or walking.

“It’s a small and manageable risk if you pick the right patients,” he said.

 

 

Demand for TKAs rises as population ages

As patients are living longer and wanting to maintain their mobility and as obesity rates are rising, more older patients will seek total knee replacements, especially since the payoff is high, Ms. Varghese noted.

“People who undergo this operation tend to show remarkable decreases in pain and increases in range of motion,” she said.

This study has the advantage of a more personalized look at risks of TKA because it stratifies age groups.

“The literature tends to look at the elderly population as one big cohort – 65 and older,” Ms. Varghese said. “We were able to provide patients more specific data.”

Ms. Varghese and Dr. Fleeter have disclosed no relevant financial relationships.

A version of this article first appeared on Medscape.com.

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CHICAGO - Patients 80 years or older undergoing primary total knee arthroplasty (TKA) have similar odds of complications, compared with 65- to 79-year-old patients, an analysis of more than 1.7 million cases suggests.

Priscilla Varghese, MBA, MS, and an MD candidate at State University of New York, Brooklyn, led the research, presented at the American Academy of Orthopaedic Surgeons 2022 annual meeting.

Priscilla Varghese

Ms. Varghese’s team queried a Medicare claims database for the years 2005-2014 and analyzed information from 295,908 octogenarians and 1.4 million control patients aged 65-79 who received TKA.

Study group patients were randomly matched to controls in a 1:5 ratio according to gender and comorbidities, including chronic obstructive pulmonary disease, congestive heart failure, diabetes, peripheral vascular disease, and kidney failure.

Octogenarians were found to have higher incidence and odds of 90-day readmission rates (10.59% vs. 9.35%; odds ratio, 1.15; 95% confidence interval, 1.13-1.16; P < .0001).   

Hospital stays were also longer (3.69 days ± 1.95 vs. 3.23 days ± 1.83; P < .0001), compared with controls.

Reassuring older patients

However, Ms. Varghese told this news organization she was surprised to find that the older group had equal incidence and odds of developing medical complications (1.26% vs. 1.26%; OR, 0.99; 95% CI, 0.96-1.03; P =.99).

“That’s a really important piece of information to have when we are advising 80-year-olds – to be able to say their risk of adverse outcomes is similar to someone who’s 10 years, 15 years younger,” she said. “It’s really reassuring.”

These results offer good news to older patients who might be hesitant to undergo the surgery, and good news in general as life expectancy increases and people stay active long into their later years, forecasting the need for more knee replacements.

The number of total knee replacements is expected to rise dramatically in the United States.

In a 2017 study published in Osteoarthritis Cartilage, the authors write, “the number of TKAs in the U.S., which already has the highest [incidence rate] of knee arthroplasty in the world, is expected to increase 143% by 2050.”

Thomas Fleeter, MD, an orthopedic surgeon practicing in Reston, Virginia, who was not involved in the study, told this news organization this study reinforces that “it’s OK to do knee replacements in elderly people; you just have to pick the right ones.”



He pointed out that the study also showed that the 80-and-older patients don’t have the added risk of loosening their mechanical components after the surgery, likely because they are less inclined than their younger counterparts to follow surgery with strenuous activities.

In a subanalysis, revision rates were also lower for the octogenarians (0.01% vs. 0.02% for controls).

Octogenarians who had TKA were found to have lower incidence and odds (1.6% vs. 1.93%; OR, 0.86; 95% CI, 0.83-0.88, P < .001) of implant-related complications, compared with the younger group.

The increased length of stay would be expected, Dr. Fleeter said, because those 80-plus may need a bit more help getting out of bed and may not have as much support at home.

A total knee replacement can have the substantial benefit of improving octogenarians’ ability to maintain their independence longer by facilitating driving or walking.

“It’s a small and manageable risk if you pick the right patients,” he said.

 

 

Demand for TKAs rises as population ages

As patients are living longer and wanting to maintain their mobility and as obesity rates are rising, more older patients will seek total knee replacements, especially since the payoff is high, Ms. Varghese noted.

“People who undergo this operation tend to show remarkable decreases in pain and increases in range of motion,” she said.

This study has the advantage of a more personalized look at risks of TKA because it stratifies age groups.

“The literature tends to look at the elderly population as one big cohort – 65 and older,” Ms. Varghese said. “We were able to provide patients more specific data.”

Ms. Varghese and Dr. Fleeter have disclosed no relevant financial relationships.

A version of this article first appeared on Medscape.com.

 

CHICAGO - Patients 80 years or older undergoing primary total knee arthroplasty (TKA) have similar odds of complications, compared with 65- to 79-year-old patients, an analysis of more than 1.7 million cases suggests.

Priscilla Varghese, MBA, MS, and an MD candidate at State University of New York, Brooklyn, led the research, presented at the American Academy of Orthopaedic Surgeons 2022 annual meeting.

Priscilla Varghese

Ms. Varghese’s team queried a Medicare claims database for the years 2005-2014 and analyzed information from 295,908 octogenarians and 1.4 million control patients aged 65-79 who received TKA.

Study group patients were randomly matched to controls in a 1:5 ratio according to gender and comorbidities, including chronic obstructive pulmonary disease, congestive heart failure, diabetes, peripheral vascular disease, and kidney failure.

Octogenarians were found to have higher incidence and odds of 90-day readmission rates (10.59% vs. 9.35%; odds ratio, 1.15; 95% confidence interval, 1.13-1.16; P < .0001).   

Hospital stays were also longer (3.69 days ± 1.95 vs. 3.23 days ± 1.83; P < .0001), compared with controls.

Reassuring older patients

However, Ms. Varghese told this news organization she was surprised to find that the older group had equal incidence and odds of developing medical complications (1.26% vs. 1.26%; OR, 0.99; 95% CI, 0.96-1.03; P =.99).

“That’s a really important piece of information to have when we are advising 80-year-olds – to be able to say their risk of adverse outcomes is similar to someone who’s 10 years, 15 years younger,” she said. “It’s really reassuring.”

These results offer good news to older patients who might be hesitant to undergo the surgery, and good news in general as life expectancy increases and people stay active long into their later years, forecasting the need for more knee replacements.

The number of total knee replacements is expected to rise dramatically in the United States.

In a 2017 study published in Osteoarthritis Cartilage, the authors write, “the number of TKAs in the U.S., which already has the highest [incidence rate] of knee arthroplasty in the world, is expected to increase 143% by 2050.”

Thomas Fleeter, MD, an orthopedic surgeon practicing in Reston, Virginia, who was not involved in the study, told this news organization this study reinforces that “it’s OK to do knee replacements in elderly people; you just have to pick the right ones.”



He pointed out that the study also showed that the 80-and-older patients don’t have the added risk of loosening their mechanical components after the surgery, likely because they are less inclined than their younger counterparts to follow surgery with strenuous activities.

In a subanalysis, revision rates were also lower for the octogenarians (0.01% vs. 0.02% for controls).

Octogenarians who had TKA were found to have lower incidence and odds (1.6% vs. 1.93%; OR, 0.86; 95% CI, 0.83-0.88, P < .001) of implant-related complications, compared with the younger group.

The increased length of stay would be expected, Dr. Fleeter said, because those 80-plus may need a bit more help getting out of bed and may not have as much support at home.

A total knee replacement can have the substantial benefit of improving octogenarians’ ability to maintain their independence longer by facilitating driving or walking.

“It’s a small and manageable risk if you pick the right patients,” he said.

 

 

Demand for TKAs rises as population ages

As patients are living longer and wanting to maintain their mobility and as obesity rates are rising, more older patients will seek total knee replacements, especially since the payoff is high, Ms. Varghese noted.

“People who undergo this operation tend to show remarkable decreases in pain and increases in range of motion,” she said.

This study has the advantage of a more personalized look at risks of TKA because it stratifies age groups.

“The literature tends to look at the elderly population as one big cohort – 65 and older,” Ms. Varghese said. “We were able to provide patients more specific data.”

Ms. Varghese and Dr. Fleeter have disclosed no relevant financial relationships.

A version of this article first appeared on Medscape.com.

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Orphenadrine recalled due to possible nitrosamine impurity

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Thu, 03/24/2022 - 12:27

Recent tests of 13 lots of the skeletal muscle relaxant Orphenadrine Citrate 100 mg Extended Release (ER) found unacceptably high levels of a nitrosamine impurity in the tablets, leading manufacturer Sandoz (Princeton, N.J.) to announce a voluntary recall of the lots on March 21.

The nitrosamine impurity detected (N-methyl-N-nitroso-2-[(2-methylphenyl)phenylmethoxy]ethanamine [NMOA or Nitroso-Orphenadrine]) may potentially be consumed at a level higher than the Food and Drug Administration’s Acceptable Daily Intake of 26.5 ng/day. Nitrosamines have carcinogenic potency when present above the allowable exposure limits, according to Sandoz, but the company said it “has not received any reports of adverse events related to the presence of a nitrosamine impurity in the lot.”

The Orphenadrine Citrate 100 mg ER Tablets were shipped to customers from August 2019 to April 2021 and have lot numbers of JX6411, JX6413, KC0723, KC3303, KE4348, KE7169, KE4349, KL3199, KM0072, KS3939, LA7704, LA7703, and LA9243.

The lots contain 100- and 1,000-count bottles of Orphenadrine Citrate ER Tablets, which are used as an adjunct to rest, physical therapy, and other measures for the relief of discomfort associated with acute painful musculoskeletal conditions.

The recall does not apply to any other strengths of Sandoz’s Orphenadrine Citrate ER Tablets or to other lot numbers of the product.

Sandoz advises that wholesalers and distributors should “immediately stop distribution of the recalled product and quarantine and return all recalled product in their inventory.” The company advises consumers to stop taking the recalled product and immediately consult with their physicians to obtain another prescription, notifying them of any problems that may be related to taking or using the tablets.

Sandoz says that retailers and consumers should contact Sedgwick directly by phone at 844-491-7869 or email at [email protected] to return the recalled product, and report adverse reactions to Sandoz by phone at (800) 525-8747 or by email at [email protected]. Adverse reactions and quality problems can be reported to the FDA’s MedWatch Adverse Event Reporting program either online, by regular mail, or by fax to 1-800-FDA-0178.

A version of this article first appeared on Medscape.com.

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Recent tests of 13 lots of the skeletal muscle relaxant Orphenadrine Citrate 100 mg Extended Release (ER) found unacceptably high levels of a nitrosamine impurity in the tablets, leading manufacturer Sandoz (Princeton, N.J.) to announce a voluntary recall of the lots on March 21.

The nitrosamine impurity detected (N-methyl-N-nitroso-2-[(2-methylphenyl)phenylmethoxy]ethanamine [NMOA or Nitroso-Orphenadrine]) may potentially be consumed at a level higher than the Food and Drug Administration’s Acceptable Daily Intake of 26.5 ng/day. Nitrosamines have carcinogenic potency when present above the allowable exposure limits, according to Sandoz, but the company said it “has not received any reports of adverse events related to the presence of a nitrosamine impurity in the lot.”

The Orphenadrine Citrate 100 mg ER Tablets were shipped to customers from August 2019 to April 2021 and have lot numbers of JX6411, JX6413, KC0723, KC3303, KE4348, KE7169, KE4349, KL3199, KM0072, KS3939, LA7704, LA7703, and LA9243.

The lots contain 100- and 1,000-count bottles of Orphenadrine Citrate ER Tablets, which are used as an adjunct to rest, physical therapy, and other measures for the relief of discomfort associated with acute painful musculoskeletal conditions.

The recall does not apply to any other strengths of Sandoz’s Orphenadrine Citrate ER Tablets or to other lot numbers of the product.

Sandoz advises that wholesalers and distributors should “immediately stop distribution of the recalled product and quarantine and return all recalled product in their inventory.” The company advises consumers to stop taking the recalled product and immediately consult with their physicians to obtain another prescription, notifying them of any problems that may be related to taking or using the tablets.

Sandoz says that retailers and consumers should contact Sedgwick directly by phone at 844-491-7869 or email at [email protected] to return the recalled product, and report adverse reactions to Sandoz by phone at (800) 525-8747 or by email at [email protected]. Adverse reactions and quality problems can be reported to the FDA’s MedWatch Adverse Event Reporting program either online, by regular mail, or by fax to 1-800-FDA-0178.

A version of this article first appeared on Medscape.com.

Recent tests of 13 lots of the skeletal muscle relaxant Orphenadrine Citrate 100 mg Extended Release (ER) found unacceptably high levels of a nitrosamine impurity in the tablets, leading manufacturer Sandoz (Princeton, N.J.) to announce a voluntary recall of the lots on March 21.

The nitrosamine impurity detected (N-methyl-N-nitroso-2-[(2-methylphenyl)phenylmethoxy]ethanamine [NMOA or Nitroso-Orphenadrine]) may potentially be consumed at a level higher than the Food and Drug Administration’s Acceptable Daily Intake of 26.5 ng/day. Nitrosamines have carcinogenic potency when present above the allowable exposure limits, according to Sandoz, but the company said it “has not received any reports of adverse events related to the presence of a nitrosamine impurity in the lot.”

The Orphenadrine Citrate 100 mg ER Tablets were shipped to customers from August 2019 to April 2021 and have lot numbers of JX6411, JX6413, KC0723, KC3303, KE4348, KE7169, KE4349, KL3199, KM0072, KS3939, LA7704, LA7703, and LA9243.

The lots contain 100- and 1,000-count bottles of Orphenadrine Citrate ER Tablets, which are used as an adjunct to rest, physical therapy, and other measures for the relief of discomfort associated with acute painful musculoskeletal conditions.

The recall does not apply to any other strengths of Sandoz’s Orphenadrine Citrate ER Tablets or to other lot numbers of the product.

Sandoz advises that wholesalers and distributors should “immediately stop distribution of the recalled product and quarantine and return all recalled product in their inventory.” The company advises consumers to stop taking the recalled product and immediately consult with their physicians to obtain another prescription, notifying them of any problems that may be related to taking or using the tablets.

Sandoz says that retailers and consumers should contact Sedgwick directly by phone at 844-491-7869 or email at [email protected] to return the recalled product, and report adverse reactions to Sandoz by phone at (800) 525-8747 or by email at [email protected]. Adverse reactions and quality problems can be reported to the FDA’s MedWatch Adverse Event Reporting program either online, by regular mail, or by fax to 1-800-FDA-0178.

A version of this article first appeared on Medscape.com.

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Updated perioperative guidance says when to hold antirheumatics

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The American College of Rheumatology and the American Association of Hip and Knee Surgeons have released updated guidelines regarding whether to withhold drugs such as biologics and immunosuppressives for patients with inflammatory rheumatic disease who are scheduled to undergo elective total hip or knee replacement surgery.

The guidelines, published in a summary by the societies on Feb. 28, include revised and new recommendations about biologics and Janus kinase (JAK) inhibitors for patients with several types of inflammatory arthritis and systemic lupus erythematosus (SLE). In general, the guidelines recommend that the most powerful medications be withheld prior to surgery except for patients whose SLE is so severe that it threatens organs. They also recommend a shorter period of withholding drugs – 3 days instead of 7 – for JAK inhibitors.
 

The previous guidelines were published in 2017.

“These recommendations seek to balance flares of disease that are likely when medications are stopped vs. the risk of infection,” Susan M. Goodman, MD, a rheumatologist at the Hospital for Special Surgery, New York, and co–principal investigator of the guideline, told this news organization. “Patients and physicians may want to be either more conservative or more aggressive with their medications, depending on their personal priorities or specific medical history.”

Dr. Susan M. Goodman

 

According to Dr. Goodman, patients with inflammatory rheumatic diseases are especially likely to undergo joint replacement surgery because the conditions can damage the joints. “While the introduction of potent biologics has been linked to a decrease in surgery of soft tissues and small joints, there has been little impact on large-joint surgeries,” she said.



The risk of infection in these patients is about 50% higher than in the general population, she said. However, “it is hard to determine the magnitude of the effect of withholding medications, given the low rate of infection. In fact, using pharmaco-epidemiologic methods in large Medicare databases, no difference was seen in patients whose immunosuppressant medication infusions were close to the time of surgery compared to those patients whose medication infusions were months prior to surgery.”

The guidelines add a recommendation for the first time for apremilast (Otezla), saying that when it is administered twice daily it is okay to schedule surgery at any time.

Withholding drugs in patients with SLE

“We now recommend continuing biologics used to treat SLE – rituximab and belimumab – in patients with severe SLE but continue to recommend withholding them in less severe cases where there is little risk of organ damage,” Bryan D. Springer, MD, an orthopedic surgeon in Charlotte, N.C., first vice president of the AAHKS, and co–principal investigator of the new guidelines, told this news organization.

Dr. Bryan D. Springer

In severe SLE cases, the guidelines recommend timing total joint replacement surgery for 4-6 months after the latest IV dose of rituximab (Rituxan), which is given every 4-6 months. For patients taking belimumab (Benlysta), time surgery anytime when weekly subcutaneous doses are administered or at week 4 when monthly IV doses are given.

The guidelines also make recommendations regarding two new drugs for the treatment of severe SLE:

 

 

  • Anifrolumab (Saphnelo): Time surgery at week 4 when IV treatment is given every 4 weeks.
  • Voclosporin (Lupkynis): Continue doses when they’re given twice daily.

An ACR statement cautions that there are no published, peer-reviewed data regarding the use of these two drugs prior to total joint surgery. “The medications do increase the risk of infection,” the statement says, “and therefore their use in patients with severe SLE would merit review by the treating rheumatologist in consideration of surgery.”

Timing of stopping and restarting medication

The guidelines also recommend that certain drugs be withheld for patients with rheumatoid arthritis, ankylosing spondylitis, or any type of SLE and then “restarting the antirheumatic therapy once the wound shows evidence of healing, any sutures/staples are out, there is no significant swelling, erythema, or drainage, and there is no ongoing nonsurgical site infection, which is typically about 14 days.”

In regard to biologics, “we continue to recommend withholding biologic medications in patients with inflammatory arthritis, withholding the medication for a dosing cycle prior to surgery, and scheduling the surgery after that dose would be due,” Dr. Springer said. “For example, if a patient takes the medication every 4 weeks, the patient would withhold the dose of the medication and schedule surgery in the 5th week.”



The new recommendations for biologics suggest scheduling surgery at week 5 when the interleukin (IL)-17 inhibitor ixekizumab (Taltz) is given once every 4 weeks and at week 9 when the IL-23 inhibitor guselkumab (Tremfya) is given every 8 weeks.

The guidelines also revise the previous recommendation about tofacitinib (Xeljanz): Surgery should be scheduled on day 4 when the drug is given once or twice daily. New recommendations for fellow JAK inhibitors baricitinib (Olumiant, daily) and upadacitinib (Rinvoq, daily) are the same: Withhold for 3 days prior to surgery and perform surgery on the 4th day.

“We shortened the time between the last dose of JAK inhibitors and surgery to 3 days from 7 based on trial data demonstrating early flares when the drug was withheld, suggesting the immunosuppressant effect wears off sooner than we previously thought,” Dr. Springer said.

The guidelines caution that the recommendations for JAK inhibitors are for infection risk but do not consider the risk of cardiac events or venous thromboembolism.

In patients with nonsevere SLE, the guidelines revise the recommendations for mycophenolate mofetil (twice daily), cyclosporine (twice daily), and tacrolimus (twice daily, IV and oral). The new advice is to withhold the drugs for 1 week after last dose prior to surgery. New recommendations offer the same advice for belimumab, both IV and subcutaneous: Withhold for 1 week after last dose prior to surgery.

The board of the ACR approved the guidelines summary; the full manuscript has been submitted for peer review with an eye toward later publication in the journals Arthritis and Rheumatology and Arthritis Care and Research.

The ACR and AAHKS funded the guidelines. Dr. Goodman and Dr. Springer report no relevant financial relationships.

A version of this article first appeared on Medscape.com.

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The American College of Rheumatology and the American Association of Hip and Knee Surgeons have released updated guidelines regarding whether to withhold drugs such as biologics and immunosuppressives for patients with inflammatory rheumatic disease who are scheduled to undergo elective total hip or knee replacement surgery.

The guidelines, published in a summary by the societies on Feb. 28, include revised and new recommendations about biologics and Janus kinase (JAK) inhibitors for patients with several types of inflammatory arthritis and systemic lupus erythematosus (SLE). In general, the guidelines recommend that the most powerful medications be withheld prior to surgery except for patients whose SLE is so severe that it threatens organs. They also recommend a shorter period of withholding drugs – 3 days instead of 7 – for JAK inhibitors.
 

The previous guidelines were published in 2017.

“These recommendations seek to balance flares of disease that are likely when medications are stopped vs. the risk of infection,” Susan M. Goodman, MD, a rheumatologist at the Hospital for Special Surgery, New York, and co–principal investigator of the guideline, told this news organization. “Patients and physicians may want to be either more conservative or more aggressive with their medications, depending on their personal priorities or specific medical history.”

Dr. Susan M. Goodman

 

According to Dr. Goodman, patients with inflammatory rheumatic diseases are especially likely to undergo joint replacement surgery because the conditions can damage the joints. “While the introduction of potent biologics has been linked to a decrease in surgery of soft tissues and small joints, there has been little impact on large-joint surgeries,” she said.



The risk of infection in these patients is about 50% higher than in the general population, she said. However, “it is hard to determine the magnitude of the effect of withholding medications, given the low rate of infection. In fact, using pharmaco-epidemiologic methods in large Medicare databases, no difference was seen in patients whose immunosuppressant medication infusions were close to the time of surgery compared to those patients whose medication infusions were months prior to surgery.”

The guidelines add a recommendation for the first time for apremilast (Otezla), saying that when it is administered twice daily it is okay to schedule surgery at any time.

Withholding drugs in patients with SLE

“We now recommend continuing biologics used to treat SLE – rituximab and belimumab – in patients with severe SLE but continue to recommend withholding them in less severe cases where there is little risk of organ damage,” Bryan D. Springer, MD, an orthopedic surgeon in Charlotte, N.C., first vice president of the AAHKS, and co–principal investigator of the new guidelines, told this news organization.

Dr. Bryan D. Springer

In severe SLE cases, the guidelines recommend timing total joint replacement surgery for 4-6 months after the latest IV dose of rituximab (Rituxan), which is given every 4-6 months. For patients taking belimumab (Benlysta), time surgery anytime when weekly subcutaneous doses are administered or at week 4 when monthly IV doses are given.

The guidelines also make recommendations regarding two new drugs for the treatment of severe SLE:

 

 

  • Anifrolumab (Saphnelo): Time surgery at week 4 when IV treatment is given every 4 weeks.
  • Voclosporin (Lupkynis): Continue doses when they’re given twice daily.

An ACR statement cautions that there are no published, peer-reviewed data regarding the use of these two drugs prior to total joint surgery. “The medications do increase the risk of infection,” the statement says, “and therefore their use in patients with severe SLE would merit review by the treating rheumatologist in consideration of surgery.”

Timing of stopping and restarting medication

The guidelines also recommend that certain drugs be withheld for patients with rheumatoid arthritis, ankylosing spondylitis, or any type of SLE and then “restarting the antirheumatic therapy once the wound shows evidence of healing, any sutures/staples are out, there is no significant swelling, erythema, or drainage, and there is no ongoing nonsurgical site infection, which is typically about 14 days.”

In regard to biologics, “we continue to recommend withholding biologic medications in patients with inflammatory arthritis, withholding the medication for a dosing cycle prior to surgery, and scheduling the surgery after that dose would be due,” Dr. Springer said. “For example, if a patient takes the medication every 4 weeks, the patient would withhold the dose of the medication and schedule surgery in the 5th week.”



The new recommendations for biologics suggest scheduling surgery at week 5 when the interleukin (IL)-17 inhibitor ixekizumab (Taltz) is given once every 4 weeks and at week 9 when the IL-23 inhibitor guselkumab (Tremfya) is given every 8 weeks.

The guidelines also revise the previous recommendation about tofacitinib (Xeljanz): Surgery should be scheduled on day 4 when the drug is given once or twice daily. New recommendations for fellow JAK inhibitors baricitinib (Olumiant, daily) and upadacitinib (Rinvoq, daily) are the same: Withhold for 3 days prior to surgery and perform surgery on the 4th day.

“We shortened the time between the last dose of JAK inhibitors and surgery to 3 days from 7 based on trial data demonstrating early flares when the drug was withheld, suggesting the immunosuppressant effect wears off sooner than we previously thought,” Dr. Springer said.

The guidelines caution that the recommendations for JAK inhibitors are for infection risk but do not consider the risk of cardiac events or venous thromboembolism.

In patients with nonsevere SLE, the guidelines revise the recommendations for mycophenolate mofetil (twice daily), cyclosporine (twice daily), and tacrolimus (twice daily, IV and oral). The new advice is to withhold the drugs for 1 week after last dose prior to surgery. New recommendations offer the same advice for belimumab, both IV and subcutaneous: Withhold for 1 week after last dose prior to surgery.

The board of the ACR approved the guidelines summary; the full manuscript has been submitted for peer review with an eye toward later publication in the journals Arthritis and Rheumatology and Arthritis Care and Research.

The ACR and AAHKS funded the guidelines. Dr. Goodman and Dr. Springer report no relevant financial relationships.

A version of this article first appeared on Medscape.com.

 

The American College of Rheumatology and the American Association of Hip and Knee Surgeons have released updated guidelines regarding whether to withhold drugs such as biologics and immunosuppressives for patients with inflammatory rheumatic disease who are scheduled to undergo elective total hip or knee replacement surgery.

The guidelines, published in a summary by the societies on Feb. 28, include revised and new recommendations about biologics and Janus kinase (JAK) inhibitors for patients with several types of inflammatory arthritis and systemic lupus erythematosus (SLE). In general, the guidelines recommend that the most powerful medications be withheld prior to surgery except for patients whose SLE is so severe that it threatens organs. They also recommend a shorter period of withholding drugs – 3 days instead of 7 – for JAK inhibitors.
 

The previous guidelines were published in 2017.

“These recommendations seek to balance flares of disease that are likely when medications are stopped vs. the risk of infection,” Susan M. Goodman, MD, a rheumatologist at the Hospital for Special Surgery, New York, and co–principal investigator of the guideline, told this news organization. “Patients and physicians may want to be either more conservative or more aggressive with their medications, depending on their personal priorities or specific medical history.”

Dr. Susan M. Goodman

 

According to Dr. Goodman, patients with inflammatory rheumatic diseases are especially likely to undergo joint replacement surgery because the conditions can damage the joints. “While the introduction of potent biologics has been linked to a decrease in surgery of soft tissues and small joints, there has been little impact on large-joint surgeries,” she said.



The risk of infection in these patients is about 50% higher than in the general population, she said. However, “it is hard to determine the magnitude of the effect of withholding medications, given the low rate of infection. In fact, using pharmaco-epidemiologic methods in large Medicare databases, no difference was seen in patients whose immunosuppressant medication infusions were close to the time of surgery compared to those patients whose medication infusions were months prior to surgery.”

The guidelines add a recommendation for the first time for apremilast (Otezla), saying that when it is administered twice daily it is okay to schedule surgery at any time.

Withholding drugs in patients with SLE

“We now recommend continuing biologics used to treat SLE – rituximab and belimumab – in patients with severe SLE but continue to recommend withholding them in less severe cases where there is little risk of organ damage,” Bryan D. Springer, MD, an orthopedic surgeon in Charlotte, N.C., first vice president of the AAHKS, and co–principal investigator of the new guidelines, told this news organization.

Dr. Bryan D. Springer

In severe SLE cases, the guidelines recommend timing total joint replacement surgery for 4-6 months after the latest IV dose of rituximab (Rituxan), which is given every 4-6 months. For patients taking belimumab (Benlysta), time surgery anytime when weekly subcutaneous doses are administered or at week 4 when monthly IV doses are given.

The guidelines also make recommendations regarding two new drugs for the treatment of severe SLE:

 

 

  • Anifrolumab (Saphnelo): Time surgery at week 4 when IV treatment is given every 4 weeks.
  • Voclosporin (Lupkynis): Continue doses when they’re given twice daily.

An ACR statement cautions that there are no published, peer-reviewed data regarding the use of these two drugs prior to total joint surgery. “The medications do increase the risk of infection,” the statement says, “and therefore their use in patients with severe SLE would merit review by the treating rheumatologist in consideration of surgery.”

Timing of stopping and restarting medication

The guidelines also recommend that certain drugs be withheld for patients with rheumatoid arthritis, ankylosing spondylitis, or any type of SLE and then “restarting the antirheumatic therapy once the wound shows evidence of healing, any sutures/staples are out, there is no significant swelling, erythema, or drainage, and there is no ongoing nonsurgical site infection, which is typically about 14 days.”

In regard to biologics, “we continue to recommend withholding biologic medications in patients with inflammatory arthritis, withholding the medication for a dosing cycle prior to surgery, and scheduling the surgery after that dose would be due,” Dr. Springer said. “For example, if a patient takes the medication every 4 weeks, the patient would withhold the dose of the medication and schedule surgery in the 5th week.”



The new recommendations for biologics suggest scheduling surgery at week 5 when the interleukin (IL)-17 inhibitor ixekizumab (Taltz) is given once every 4 weeks and at week 9 when the IL-23 inhibitor guselkumab (Tremfya) is given every 8 weeks.

The guidelines also revise the previous recommendation about tofacitinib (Xeljanz): Surgery should be scheduled on day 4 when the drug is given once or twice daily. New recommendations for fellow JAK inhibitors baricitinib (Olumiant, daily) and upadacitinib (Rinvoq, daily) are the same: Withhold for 3 days prior to surgery and perform surgery on the 4th day.

“We shortened the time between the last dose of JAK inhibitors and surgery to 3 days from 7 based on trial data demonstrating early flares when the drug was withheld, suggesting the immunosuppressant effect wears off sooner than we previously thought,” Dr. Springer said.

The guidelines caution that the recommendations for JAK inhibitors are for infection risk but do not consider the risk of cardiac events or venous thromboembolism.

In patients with nonsevere SLE, the guidelines revise the recommendations for mycophenolate mofetil (twice daily), cyclosporine (twice daily), and tacrolimus (twice daily, IV and oral). The new advice is to withhold the drugs for 1 week after last dose prior to surgery. New recommendations offer the same advice for belimumab, both IV and subcutaneous: Withhold for 1 week after last dose prior to surgery.

The board of the ACR approved the guidelines summary; the full manuscript has been submitted for peer review with an eye toward later publication in the journals Arthritis and Rheumatology and Arthritis Care and Research.

The ACR and AAHKS funded the guidelines. Dr. Goodman and Dr. Springer report no relevant financial relationships.

A version of this article first appeared on Medscape.com.

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Mild Grisel Syndrome: Expanding the Differential for Posttonsillectomy Adenoidectomy Symptoms

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Tonsillectomy with or without adenoidectomy (T&A) is the second most common pediatric surgical procedure in the United States.1 It is most often performed during childhood between 5 and 8 years of age with a second peak observed between 17 and 21 years of age in the adolescent and young adult populations.2 While recurrent tonsillitis has been traditionally associated with tonsillectomy, sleep disordered breathing with obstructive sleep apnea is now the primary indication for the procedure.1

Up to 97% of T&As are performed as an outpatient same-day surgery not requiring inpatient admission.2 Although largely a safe and routinely performed surgery, several complications have been described. Due to the outpatient nature of the procedure, the complications are often encountered in the emergency department (ED) and sometimes in primary care settings. Common complications (outside of the perioperative time frame) include nausea, vomiting, otalgia, odynophagia, infection of the throat (broadly), and hemorrhage; uncommon complications include subcutaneous emphysema, taste disorders, and Eagle syndrome. Some complications are rarer still and carry significant morbidity and even mortality, including mediastinitis, cervical osteomyelitis, and Grisel syndrome.3 The following case encourages the clinician to expand the differential for a patient presenting after T&A.

Case Presentation

A child aged < 3 years was brought to the ED by their mother. She reported neck pain and stiffness 10 days after T&A with concurrent tympanostomy tube placement at an outside pediatric hospital. At triage, their heart rate was 94 bpm, temperature was 98.2 °F, respiratory rate, 22 breaths per minute, and oxygen saturation, 97% on room air. The mother of the patient (MOP) had been giving the prescribed oral liquid formulations of ibuprofen and acetaminophen with hydrocodone as directed. No drug allergies were reported, and immunizations were up to date for age. Other medical and surgical history included eczema and remote cutaneous hemangioma resection. The patient lived at home with 2 parents and was not exposed to smoke; their family history was noncontributory.

Since the surgery, the MOP had noticed constant and increasing neck stiffness, specifically with looking up and down but not side to side. She also had noticed swelling behind both ears. She reported no substantial decrease in intake by mouth or decrease in urine or bowel frequency. On review of systems, she reported no fever, vomiting, difficulty breathing, bleeding from the mouth or nose, eye or ear drainage, or rash.

On physical examination, the patient was alert and in no acute distress; active and playful on an electronic device but was notably not moving their head, which was held in a forward-looking position without any signs of trauma. When asked, the child would not flex or extend their neck but would rotate a few degrees from neutral to both sides. Even with moving the electronic device up and down in space, no active neck extension or flexion could be elicited. The examination of the head, eyes, ears, nose, and throat was otherwise only remarkable for palpable and mildly tender postauricular lymph nodes and diffuse erythema in the posterior pharynx. Cardiopulmonary, abdominal, skin, and extremity examinations were unremarkable.

With concern for an infectious process, the physician ordered blood chemistry and hematology tests along with neck radiography. While awaiting the results, the patient was given a weight-based bolus of normal saline, and the home pain regimen was administered. An attempt was made to passively flex and extend the neck as the child slept in their mother’s arms, but the patient immediately awoke and began to cry.

All values of the comprehensive metabolic panel were within normal limits except for a slight elevation in the blood urea nitrogen to 21 mg/dL and glucose to 159 mg/dL. The complete blood count was unrevealing. The computed tomography (CT) scan with contrast of the soft tissues of the neck was limited by motion artifact but showed a head held in axial rotation with soft tissue irregularity in the anterior aspect of the adenoids (Figure 1). There was what appeared to be normal lymphadenopathy in the hypopharynx, but the soft tissues were otherwise unremarkable.

Sagittal Computed Tomography in Soft Tissue Window Showing Artifact in the Hypopharynx


The on-call pediatric otolaryngologist at the hospital where the procedure was performed was paged. On hearing the details of the case, the specialist was concerned for Grisel syndrome and requested to see the patient in their facility. No additional recommendations for care were provided; the mother was updated and agreed to transfer. The patient was comfortable and stable with repeat vitals as follows: heart rate, 86 beats per minute, blood pressure, 99/62, temperature, 98.3 °F, respiratory rate, 20 breaths per minute, and oxygen saturation, 99% on room air.

On arrival at the receiving facility, the emergency team performed a history and physical that revealed no significant changes from the initial evaluation. They then facilitated evaluation by the pediatric otolaryngologist who conducted a more directed physical examination. Decreased active and passive range of motion (ROM) of the neck without rotatory restriction was again noted. They also observed scant fibrinous exudate within the oropharynx and tonsillar fossa, which was normal in the setting of the recent surgery. They recommended additional analgesia with intramuscular ketorolac, weight-based dosing at 1 mg/kg.

With repeat examination after this additional analgesic, ROM of the neck first passive then active had improved. The patient was then discharged to follow up in the coming days with instructions to continue the pain and anti-inflammatory regimen. They were not started on an antibiotic at that time nor were they placed in a cervical collar. At the follow-up, the MOP reported persistence of neck stiffness for a few days initially but then observed slow improvement. By postoperative day 18, the stiffness had resolved. No other follow-up or referrals related to this issue were readily apparent in review of the patient’s health record.

 

 

Discussion

Grisel syndrome is the atraumatic rotary subluxation of the atlantoaxial joint, specifically, the atlas (C1 vertebra) rotates to a fixed, nonanatomic position while the axis (C2 vertebra) remains in normal alignment in relation to the remainder of the spinal column. The subluxation occurs in the absence of ligamentous injury but is associated with an increase in ligamentous laxity.4 The atlas is a ring-shaped vertebra with 2 lateral masses connected by anterior and posterior arches; it lacks a spinous process unlike other vertebrae. It articulates with the skull by means of the 2 articular facets on the superior aspect of the lateral masses. Articulation with the axis occurs at 3 sites: 2 articular facets on the inferior portion of the lateral masses of the atlas and a facet for the dens on the posterior portion of the anterior arch. The dens projects superiorly from the body of the axis and is bound posteriorly by the transverse ligament of the atlas.5

Fielding and Hawkins Classification for Grisel Syndrome

The degree of subluxation seen in Grisel syndrome correlates to the disease severity and is classified by the Fielding and Hawkins (FH) system (Table). This system accounts for the distance from the atlas to the dens (atlantodens interval) and the relative asymmetry of the atlantoaxial joint.6 In a normal adult, the upper limit of normal for the atlantodens interval is 3 mm, whereas this distance increases to 4.5 mm for the pediatric population.7 Type I (FH-I) involves rotary subluxation alone without any increase in the atlantodens interval; in FH-II, that interval has increased from normal but to no more than 5 mm. FH-I and FH-II are the most encountered and are not associated with neurologic impairment. In FH-III, neurologic deficits can be present, and the atlantodens interval is increased to > 5 mm. Different from FH-II and FH-III in which anterior dislocation of the atlas with reference to the dens is observed, FH-IV involves a rotary movement of the atlas with concurrent posterior displacement and often involves spinal cord compression.6

Subluxation and displacement without trauma are key components of Grisel syndrome. The 2-hit hypothesis is often used to explain how this can occur, ie, 2 anomalies must be present simultaneously for this condition to develop. First, the laxity of the transverse ligament, the posterior wall of the dens, and other atlantoaxial ligaments must be increased. Second, an asymmetric contraction of the deep erector muscles of the neck either abruptly or more insidiously rotate and dislocate the atlas.8 The pathophysiology is not exactly understood, but the most commonly held hypothesis describes contiguous spread of infection or inflammatory mediators from the pharynx to the ligaments and muscles described.6

Spread could occur via the venous system. The posterior superior pharyngeal region is drained by the periodontoidal venous plexus; the connections here with the pharyngovertebral veins allow for the embolization of infectious or other proinflammatory material to the prevertebral fascia. These emboli induce fasciitis and subsequent aberrant relaxation of the ligaments. In reaction to the inflammation or increased laxity, contiguous muscles of the deep neck contract and freeze the joint out of anatomic alignment.4

The abnormal alignment is apparent grossly as torticollis. Most broadly, torticollis describes an anomalous head posture due to involuntary muscle contractions of neck muscles and specifically describes chin deviation to the side. The antecollis and retrocollis subtypes of torticollis describe forward flexion and backward extension of the neck, respectively.7 Torticollis (broadly) is the most frequently reported condition of those found to have Grisel syndrome (90.7%); other common presenting conditions include neck pain (81.5%) and neck stiffness (31.5%). Fever is found in only 27.8% of cases. Pediatric patients (aged ≤ 12 years) are the most commonly affected, accounting for 87% of cases with an observed 4:1 male to female predominance.7,8 Symptoms begin most often within the first week from the inciting event in 85% of the cases.8 Head and neck surgery precedes up to 67% of cases, and infectious etiologies largely account for the remaining cases.7 Of the postsurgical cases, 55.6% had undergone T&A.8

Although anomalous head posture or neck stiffness following T&A would be of great clinic concern for Grisel syndrome, radiographic studies play a confirmatory role. CT scan is used to evaluate the bony structures, with 3D reconstruction of the cervical spine being most useful to determine the presence and degree of subluxation.8 Magnetic resonance imaging also aids in diagnosis to evaluate ligamentous structures in the area of concern as well as in the evaluation of spinal cord compression.6 Laboratory tests are largely unhelpful in making or excluding the diagnosis.8

If Grisel syndrome is suspected, both the original surgeon (if preceded by surgery) and the neurosurgical team should be consulted. Although no widely adopted guidelines exist for the management of this rare disease, general practice patterns have emerged with the degree of intervention predictably correlating to disease severity. FH-I is usually treated with nonsteroidal anti-inflammatory drugs and muscle relaxants with or without a soft cervical collar. For FH-II, closed reduction and immobilization in a stiff cervical collar is recommended. If no neurologic defect is present, FH-III is treated with bed rest, a period of inline cervical traction, and subsequent immobilization. FH-III with neurologic sequelae and all FH-IV necessitate emergent neurosurgical consultation.4 Surgical intervention is a last resort but is required in up to 24.1% of cases.8

Antibiotic therapy is not routinely given unless clear infectious etiology is identified. No standard antibiotic regimen exists, but coverage for typical upper respiratory pathogens likely suffices. Empiric antibiotic therapy is not recommended for all causes of Grisel syndrome, ie, when the underlying cause is not yet elucidated.6 One case of Grisel syndrome occurring in the setting of cervical osteomyelitis has been described, though, and required prolonged IV antibiotics.3 Physical therapy is recommended as adjunct with no limitations for range of motion save for that of the patient’s individual pain threshold.4

Possibly attributable to waxing and waning ligamentous laxity and strength of the neck muscle contraction, the atlantodens interval and the degree of subluxation can change, making Grisel syndrome dynamic. As such, the FH classification can change, necessitating more or less aggressive therapy. A neurologic evaluation is recommended at least every 2 weeks after the diagnosis is made. If initial identification or recognition of known disease progression is delayed, serious complications can develop. Acutely, spinal cord compression can lead to quadriplegia and death; more insidious complications include reduced neck mobility, dysphonia, and dysphagia.4 As serious, life-threatening complications can arise from Grisel syndrome while good functional outcomes can be achieved with timely and appropriate treatment, the clinician should be inspired to have a high clinical suspicion for this syndrome given the right context.

Axial Computed Tomography in Bone Window

Conclusions

The patient experienced a desirable outcome with minimal, conservative treatment. As such, the pathology in this case was likely attributed to the mildest form of Grisel syndrome (FH-I). The follow-up was reassuring as well, revealing no worsening or progression of symptoms. The initial evaluation in this case was limited by the inadequacy of the CT scan. Motion artifact in the pharynx prevented the definite exclusion of deep space infection, while the rotation of the head in combination with motion artifact in the cranial-most portions of the vertebral column made determining alignment difficult. One clear axial image, though, does show rotation of the atlas (Figure 2). The uncertainty at the end of our workup prompted surgical consultation, not, admittedly, concern for Grisel syndrome. Awareness of this disease entity is nevertheless important and clinically relevant. Early identification and treatment is associated with decreased morbidity and improvement in long-term functional outcomes.6 Despite its rarity, the clinician should consider Grisel syndrome in any pediatric patient presenting with neck stiffness following the commonly performed T&A.

References

1. Ramos SD, Mukerji S, Pine HS. Tonsillectomy and adenoidectomy. Pediatr Clin North Am. 2013;60(4):793-807. doi:10.1016/j.pcl.2013.04.015

2. Stoner MJ, Dulaurier M. Pediatric ENT emergencies. Emerg Med Clin North Am. 2013;31(3):795-808. doi:10.1016/j.emc.2013.04.005

3. Leong SC, Karoos PD, Papouliakos SM, et al. Unusual complications of tonsillectomy: a systematic review. Am J Otolaryngol. 2007;28(6):419-422. doi:10.1016/j.amjoto.2006.10.016

4. Fath L, Cebula H, Santin MN, Cocab A, Debrya C, Proustb F. The Grisel’s syndrome: a non-traumatic subluxation of the atlantoaxial joint. Neurochirurgie. 2018;64(4):327-330. doi:10.1016/j.neuchi.2018.02.001

5. Moore K, Agur A, Dalley A. Essential Clinical Anatomy. 5th ed. Baltimore: Lippincott, Williams, and Wilkins; 2015:282-287.

6. Spennato P, Nicosia G, Rapanà A, et al. Grisel syndrome following adenoidectomy: surgical management in a case with delayed diagnosis. World Neurosurg. 2015;84(5):1494.e7-e12.

7. Anania P, Pavone P, Pacetti M, et al. Grisel syndrome in pediatric age: a single-center Italian experience and review of the literature. World Neurosurg. 2019;125:374-382. doi:10.1016/j.wneu.2019.02.035

8. Aldriweesh T, Altheyab F, Alenezi M, et al. Grisel’s syndrome post otolaryngology procedures: a systematic review. Int J Pediatr Otorhinolaryngol. 2020;137:110-125. doi:10.1016/j.ijporl.2020.110225

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Author disclosures

The authors report no actual or potential conflicts of interest or outside 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

The authors report that written consent was not obtained from the guardian of the patient. Details have been changed to avoid identification.

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CPT Thomas W. Riney, MD, MC, USAa; LTC Daniel Brillhart, MD, USAa
Correspondence: 
Thomas Riney ([email protected])

aCarl R. Darnall Army Medical Center Department of Emergency Medicine, Fort Hood, Texas

Author disclosures

The authors report no actual or potential conflicts of interest or outside 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

The authors report that written consent was not obtained from the guardian of the patient. Details have been changed to avoid identification.

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Tonsillectomy with or without adenoidectomy (T&A) is the second most common pediatric surgical procedure in the United States.1 It is most often performed during childhood between 5 and 8 years of age with a second peak observed between 17 and 21 years of age in the adolescent and young adult populations.2 While recurrent tonsillitis has been traditionally associated with tonsillectomy, sleep disordered breathing with obstructive sleep apnea is now the primary indication for the procedure.1

Up to 97% of T&As are performed as an outpatient same-day surgery not requiring inpatient admission.2 Although largely a safe and routinely performed surgery, several complications have been described. Due to the outpatient nature of the procedure, the complications are often encountered in the emergency department (ED) and sometimes in primary care settings. Common complications (outside of the perioperative time frame) include nausea, vomiting, otalgia, odynophagia, infection of the throat (broadly), and hemorrhage; uncommon complications include subcutaneous emphysema, taste disorders, and Eagle syndrome. Some complications are rarer still and carry significant morbidity and even mortality, including mediastinitis, cervical osteomyelitis, and Grisel syndrome.3 The following case encourages the clinician to expand the differential for a patient presenting after T&A.

Case Presentation

A child aged < 3 years was brought to the ED by their mother. She reported neck pain and stiffness 10 days after T&A with concurrent tympanostomy tube placement at an outside pediatric hospital. At triage, their heart rate was 94 bpm, temperature was 98.2 °F, respiratory rate, 22 breaths per minute, and oxygen saturation, 97% on room air. The mother of the patient (MOP) had been giving the prescribed oral liquid formulations of ibuprofen and acetaminophen with hydrocodone as directed. No drug allergies were reported, and immunizations were up to date for age. Other medical and surgical history included eczema and remote cutaneous hemangioma resection. The patient lived at home with 2 parents and was not exposed to smoke; their family history was noncontributory.

Since the surgery, the MOP had noticed constant and increasing neck stiffness, specifically with looking up and down but not side to side. She also had noticed swelling behind both ears. She reported no substantial decrease in intake by mouth or decrease in urine or bowel frequency. On review of systems, she reported no fever, vomiting, difficulty breathing, bleeding from the mouth or nose, eye or ear drainage, or rash.

On physical examination, the patient was alert and in no acute distress; active and playful on an electronic device but was notably not moving their head, which was held in a forward-looking position without any signs of trauma. When asked, the child would not flex or extend their neck but would rotate a few degrees from neutral to both sides. Even with moving the electronic device up and down in space, no active neck extension or flexion could be elicited. The examination of the head, eyes, ears, nose, and throat was otherwise only remarkable for palpable and mildly tender postauricular lymph nodes and diffuse erythema in the posterior pharynx. Cardiopulmonary, abdominal, skin, and extremity examinations were unremarkable.

With concern for an infectious process, the physician ordered blood chemistry and hematology tests along with neck radiography. While awaiting the results, the patient was given a weight-based bolus of normal saline, and the home pain regimen was administered. An attempt was made to passively flex and extend the neck as the child slept in their mother’s arms, but the patient immediately awoke and began to cry.

All values of the comprehensive metabolic panel were within normal limits except for a slight elevation in the blood urea nitrogen to 21 mg/dL and glucose to 159 mg/dL. The complete blood count was unrevealing. The computed tomography (CT) scan with contrast of the soft tissues of the neck was limited by motion artifact but showed a head held in axial rotation with soft tissue irregularity in the anterior aspect of the adenoids (Figure 1). There was what appeared to be normal lymphadenopathy in the hypopharynx, but the soft tissues were otherwise unremarkable.

Sagittal Computed Tomography in Soft Tissue Window Showing Artifact in the Hypopharynx


The on-call pediatric otolaryngologist at the hospital where the procedure was performed was paged. On hearing the details of the case, the specialist was concerned for Grisel syndrome and requested to see the patient in their facility. No additional recommendations for care were provided; the mother was updated and agreed to transfer. The patient was comfortable and stable with repeat vitals as follows: heart rate, 86 beats per minute, blood pressure, 99/62, temperature, 98.3 °F, respiratory rate, 20 breaths per minute, and oxygen saturation, 99% on room air.

On arrival at the receiving facility, the emergency team performed a history and physical that revealed no significant changes from the initial evaluation. They then facilitated evaluation by the pediatric otolaryngologist who conducted a more directed physical examination. Decreased active and passive range of motion (ROM) of the neck without rotatory restriction was again noted. They also observed scant fibrinous exudate within the oropharynx and tonsillar fossa, which was normal in the setting of the recent surgery. They recommended additional analgesia with intramuscular ketorolac, weight-based dosing at 1 mg/kg.

With repeat examination after this additional analgesic, ROM of the neck first passive then active had improved. The patient was then discharged to follow up in the coming days with instructions to continue the pain and anti-inflammatory regimen. They were not started on an antibiotic at that time nor were they placed in a cervical collar. At the follow-up, the MOP reported persistence of neck stiffness for a few days initially but then observed slow improvement. By postoperative day 18, the stiffness had resolved. No other follow-up or referrals related to this issue were readily apparent in review of the patient’s health record.

 

 

Discussion

Grisel syndrome is the atraumatic rotary subluxation of the atlantoaxial joint, specifically, the atlas (C1 vertebra) rotates to a fixed, nonanatomic position while the axis (C2 vertebra) remains in normal alignment in relation to the remainder of the spinal column. The subluxation occurs in the absence of ligamentous injury but is associated with an increase in ligamentous laxity.4 The atlas is a ring-shaped vertebra with 2 lateral masses connected by anterior and posterior arches; it lacks a spinous process unlike other vertebrae. It articulates with the skull by means of the 2 articular facets on the superior aspect of the lateral masses. Articulation with the axis occurs at 3 sites: 2 articular facets on the inferior portion of the lateral masses of the atlas and a facet for the dens on the posterior portion of the anterior arch. The dens projects superiorly from the body of the axis and is bound posteriorly by the transverse ligament of the atlas.5

Fielding and Hawkins Classification for Grisel Syndrome

The degree of subluxation seen in Grisel syndrome correlates to the disease severity and is classified by the Fielding and Hawkins (FH) system (Table). This system accounts for the distance from the atlas to the dens (atlantodens interval) and the relative asymmetry of the atlantoaxial joint.6 In a normal adult, the upper limit of normal for the atlantodens interval is 3 mm, whereas this distance increases to 4.5 mm for the pediatric population.7 Type I (FH-I) involves rotary subluxation alone without any increase in the atlantodens interval; in FH-II, that interval has increased from normal but to no more than 5 mm. FH-I and FH-II are the most encountered and are not associated with neurologic impairment. In FH-III, neurologic deficits can be present, and the atlantodens interval is increased to > 5 mm. Different from FH-II and FH-III in which anterior dislocation of the atlas with reference to the dens is observed, FH-IV involves a rotary movement of the atlas with concurrent posterior displacement and often involves spinal cord compression.6

Subluxation and displacement without trauma are key components of Grisel syndrome. The 2-hit hypothesis is often used to explain how this can occur, ie, 2 anomalies must be present simultaneously for this condition to develop. First, the laxity of the transverse ligament, the posterior wall of the dens, and other atlantoaxial ligaments must be increased. Second, an asymmetric contraction of the deep erector muscles of the neck either abruptly or more insidiously rotate and dislocate the atlas.8 The pathophysiology is not exactly understood, but the most commonly held hypothesis describes contiguous spread of infection or inflammatory mediators from the pharynx to the ligaments and muscles described.6

Spread could occur via the venous system. The posterior superior pharyngeal region is drained by the periodontoidal venous plexus; the connections here with the pharyngovertebral veins allow for the embolization of infectious or other proinflammatory material to the prevertebral fascia. These emboli induce fasciitis and subsequent aberrant relaxation of the ligaments. In reaction to the inflammation or increased laxity, contiguous muscles of the deep neck contract and freeze the joint out of anatomic alignment.4

The abnormal alignment is apparent grossly as torticollis. Most broadly, torticollis describes an anomalous head posture due to involuntary muscle contractions of neck muscles and specifically describes chin deviation to the side. The antecollis and retrocollis subtypes of torticollis describe forward flexion and backward extension of the neck, respectively.7 Torticollis (broadly) is the most frequently reported condition of those found to have Grisel syndrome (90.7%); other common presenting conditions include neck pain (81.5%) and neck stiffness (31.5%). Fever is found in only 27.8% of cases. Pediatric patients (aged ≤ 12 years) are the most commonly affected, accounting for 87% of cases with an observed 4:1 male to female predominance.7,8 Symptoms begin most often within the first week from the inciting event in 85% of the cases.8 Head and neck surgery precedes up to 67% of cases, and infectious etiologies largely account for the remaining cases.7 Of the postsurgical cases, 55.6% had undergone T&A.8

Although anomalous head posture or neck stiffness following T&A would be of great clinic concern for Grisel syndrome, radiographic studies play a confirmatory role. CT scan is used to evaluate the bony structures, with 3D reconstruction of the cervical spine being most useful to determine the presence and degree of subluxation.8 Magnetic resonance imaging also aids in diagnosis to evaluate ligamentous structures in the area of concern as well as in the evaluation of spinal cord compression.6 Laboratory tests are largely unhelpful in making or excluding the diagnosis.8

If Grisel syndrome is suspected, both the original surgeon (if preceded by surgery) and the neurosurgical team should be consulted. Although no widely adopted guidelines exist for the management of this rare disease, general practice patterns have emerged with the degree of intervention predictably correlating to disease severity. FH-I is usually treated with nonsteroidal anti-inflammatory drugs and muscle relaxants with or without a soft cervical collar. For FH-II, closed reduction and immobilization in a stiff cervical collar is recommended. If no neurologic defect is present, FH-III is treated with bed rest, a period of inline cervical traction, and subsequent immobilization. FH-III with neurologic sequelae and all FH-IV necessitate emergent neurosurgical consultation.4 Surgical intervention is a last resort but is required in up to 24.1% of cases.8

Antibiotic therapy is not routinely given unless clear infectious etiology is identified. No standard antibiotic regimen exists, but coverage for typical upper respiratory pathogens likely suffices. Empiric antibiotic therapy is not recommended for all causes of Grisel syndrome, ie, when the underlying cause is not yet elucidated.6 One case of Grisel syndrome occurring in the setting of cervical osteomyelitis has been described, though, and required prolonged IV antibiotics.3 Physical therapy is recommended as adjunct with no limitations for range of motion save for that of the patient’s individual pain threshold.4

Possibly attributable to waxing and waning ligamentous laxity and strength of the neck muscle contraction, the atlantodens interval and the degree of subluxation can change, making Grisel syndrome dynamic. As such, the FH classification can change, necessitating more or less aggressive therapy. A neurologic evaluation is recommended at least every 2 weeks after the diagnosis is made. If initial identification or recognition of known disease progression is delayed, serious complications can develop. Acutely, spinal cord compression can lead to quadriplegia and death; more insidious complications include reduced neck mobility, dysphonia, and dysphagia.4 As serious, life-threatening complications can arise from Grisel syndrome while good functional outcomes can be achieved with timely and appropriate treatment, the clinician should be inspired to have a high clinical suspicion for this syndrome given the right context.

Axial Computed Tomography in Bone Window

Conclusions

The patient experienced a desirable outcome with minimal, conservative treatment. As such, the pathology in this case was likely attributed to the mildest form of Grisel syndrome (FH-I). The follow-up was reassuring as well, revealing no worsening or progression of symptoms. The initial evaluation in this case was limited by the inadequacy of the CT scan. Motion artifact in the pharynx prevented the definite exclusion of deep space infection, while the rotation of the head in combination with motion artifact in the cranial-most portions of the vertebral column made determining alignment difficult. One clear axial image, though, does show rotation of the atlas (Figure 2). The uncertainty at the end of our workup prompted surgical consultation, not, admittedly, concern for Grisel syndrome. Awareness of this disease entity is nevertheless important and clinically relevant. Early identification and treatment is associated with decreased morbidity and improvement in long-term functional outcomes.6 Despite its rarity, the clinician should consider Grisel syndrome in any pediatric patient presenting with neck stiffness following the commonly performed T&A.

Tonsillectomy with or without adenoidectomy (T&A) is the second most common pediatric surgical procedure in the United States.1 It is most often performed during childhood between 5 and 8 years of age with a second peak observed between 17 and 21 years of age in the adolescent and young adult populations.2 While recurrent tonsillitis has been traditionally associated with tonsillectomy, sleep disordered breathing with obstructive sleep apnea is now the primary indication for the procedure.1

Up to 97% of T&As are performed as an outpatient same-day surgery not requiring inpatient admission.2 Although largely a safe and routinely performed surgery, several complications have been described. Due to the outpatient nature of the procedure, the complications are often encountered in the emergency department (ED) and sometimes in primary care settings. Common complications (outside of the perioperative time frame) include nausea, vomiting, otalgia, odynophagia, infection of the throat (broadly), and hemorrhage; uncommon complications include subcutaneous emphysema, taste disorders, and Eagle syndrome. Some complications are rarer still and carry significant morbidity and even mortality, including mediastinitis, cervical osteomyelitis, and Grisel syndrome.3 The following case encourages the clinician to expand the differential for a patient presenting after T&A.

Case Presentation

A child aged < 3 years was brought to the ED by their mother. She reported neck pain and stiffness 10 days after T&A with concurrent tympanostomy tube placement at an outside pediatric hospital. At triage, their heart rate was 94 bpm, temperature was 98.2 °F, respiratory rate, 22 breaths per minute, and oxygen saturation, 97% on room air. The mother of the patient (MOP) had been giving the prescribed oral liquid formulations of ibuprofen and acetaminophen with hydrocodone as directed. No drug allergies were reported, and immunizations were up to date for age. Other medical and surgical history included eczema and remote cutaneous hemangioma resection. The patient lived at home with 2 parents and was not exposed to smoke; their family history was noncontributory.

Since the surgery, the MOP had noticed constant and increasing neck stiffness, specifically with looking up and down but not side to side. She also had noticed swelling behind both ears. She reported no substantial decrease in intake by mouth or decrease in urine or bowel frequency. On review of systems, she reported no fever, vomiting, difficulty breathing, bleeding from the mouth or nose, eye or ear drainage, or rash.

On physical examination, the patient was alert and in no acute distress; active and playful on an electronic device but was notably not moving their head, which was held in a forward-looking position without any signs of trauma. When asked, the child would not flex or extend their neck but would rotate a few degrees from neutral to both sides. Even with moving the electronic device up and down in space, no active neck extension or flexion could be elicited. The examination of the head, eyes, ears, nose, and throat was otherwise only remarkable for palpable and mildly tender postauricular lymph nodes and diffuse erythema in the posterior pharynx. Cardiopulmonary, abdominal, skin, and extremity examinations were unremarkable.

With concern for an infectious process, the physician ordered blood chemistry and hematology tests along with neck radiography. While awaiting the results, the patient was given a weight-based bolus of normal saline, and the home pain regimen was administered. An attempt was made to passively flex and extend the neck as the child slept in their mother’s arms, but the patient immediately awoke and began to cry.

All values of the comprehensive metabolic panel were within normal limits except for a slight elevation in the blood urea nitrogen to 21 mg/dL and glucose to 159 mg/dL. The complete blood count was unrevealing. The computed tomography (CT) scan with contrast of the soft tissues of the neck was limited by motion artifact but showed a head held in axial rotation with soft tissue irregularity in the anterior aspect of the adenoids (Figure 1). There was what appeared to be normal lymphadenopathy in the hypopharynx, but the soft tissues were otherwise unremarkable.

Sagittal Computed Tomography in Soft Tissue Window Showing Artifact in the Hypopharynx


The on-call pediatric otolaryngologist at the hospital where the procedure was performed was paged. On hearing the details of the case, the specialist was concerned for Grisel syndrome and requested to see the patient in their facility. No additional recommendations for care were provided; the mother was updated and agreed to transfer. The patient was comfortable and stable with repeat vitals as follows: heart rate, 86 beats per minute, blood pressure, 99/62, temperature, 98.3 °F, respiratory rate, 20 breaths per minute, and oxygen saturation, 99% on room air.

On arrival at the receiving facility, the emergency team performed a history and physical that revealed no significant changes from the initial evaluation. They then facilitated evaluation by the pediatric otolaryngologist who conducted a more directed physical examination. Decreased active and passive range of motion (ROM) of the neck without rotatory restriction was again noted. They also observed scant fibrinous exudate within the oropharynx and tonsillar fossa, which was normal in the setting of the recent surgery. They recommended additional analgesia with intramuscular ketorolac, weight-based dosing at 1 mg/kg.

With repeat examination after this additional analgesic, ROM of the neck first passive then active had improved. The patient was then discharged to follow up in the coming days with instructions to continue the pain and anti-inflammatory regimen. They were not started on an antibiotic at that time nor were they placed in a cervical collar. At the follow-up, the MOP reported persistence of neck stiffness for a few days initially but then observed slow improvement. By postoperative day 18, the stiffness had resolved. No other follow-up or referrals related to this issue were readily apparent in review of the patient’s health record.

 

 

Discussion

Grisel syndrome is the atraumatic rotary subluxation of the atlantoaxial joint, specifically, the atlas (C1 vertebra) rotates to a fixed, nonanatomic position while the axis (C2 vertebra) remains in normal alignment in relation to the remainder of the spinal column. The subluxation occurs in the absence of ligamentous injury but is associated with an increase in ligamentous laxity.4 The atlas is a ring-shaped vertebra with 2 lateral masses connected by anterior and posterior arches; it lacks a spinous process unlike other vertebrae. It articulates with the skull by means of the 2 articular facets on the superior aspect of the lateral masses. Articulation with the axis occurs at 3 sites: 2 articular facets on the inferior portion of the lateral masses of the atlas and a facet for the dens on the posterior portion of the anterior arch. The dens projects superiorly from the body of the axis and is bound posteriorly by the transverse ligament of the atlas.5

Fielding and Hawkins Classification for Grisel Syndrome

The degree of subluxation seen in Grisel syndrome correlates to the disease severity and is classified by the Fielding and Hawkins (FH) system (Table). This system accounts for the distance from the atlas to the dens (atlantodens interval) and the relative asymmetry of the atlantoaxial joint.6 In a normal adult, the upper limit of normal for the atlantodens interval is 3 mm, whereas this distance increases to 4.5 mm for the pediatric population.7 Type I (FH-I) involves rotary subluxation alone without any increase in the atlantodens interval; in FH-II, that interval has increased from normal but to no more than 5 mm. FH-I and FH-II are the most encountered and are not associated with neurologic impairment. In FH-III, neurologic deficits can be present, and the atlantodens interval is increased to > 5 mm. Different from FH-II and FH-III in which anterior dislocation of the atlas with reference to the dens is observed, FH-IV involves a rotary movement of the atlas with concurrent posterior displacement and often involves spinal cord compression.6

Subluxation and displacement without trauma are key components of Grisel syndrome. The 2-hit hypothesis is often used to explain how this can occur, ie, 2 anomalies must be present simultaneously for this condition to develop. First, the laxity of the transverse ligament, the posterior wall of the dens, and other atlantoaxial ligaments must be increased. Second, an asymmetric contraction of the deep erector muscles of the neck either abruptly or more insidiously rotate and dislocate the atlas.8 The pathophysiology is not exactly understood, but the most commonly held hypothesis describes contiguous spread of infection or inflammatory mediators from the pharynx to the ligaments and muscles described.6

Spread could occur via the venous system. The posterior superior pharyngeal region is drained by the periodontoidal venous plexus; the connections here with the pharyngovertebral veins allow for the embolization of infectious or other proinflammatory material to the prevertebral fascia. These emboli induce fasciitis and subsequent aberrant relaxation of the ligaments. In reaction to the inflammation or increased laxity, contiguous muscles of the deep neck contract and freeze the joint out of anatomic alignment.4

The abnormal alignment is apparent grossly as torticollis. Most broadly, torticollis describes an anomalous head posture due to involuntary muscle contractions of neck muscles and specifically describes chin deviation to the side. The antecollis and retrocollis subtypes of torticollis describe forward flexion and backward extension of the neck, respectively.7 Torticollis (broadly) is the most frequently reported condition of those found to have Grisel syndrome (90.7%); other common presenting conditions include neck pain (81.5%) and neck stiffness (31.5%). Fever is found in only 27.8% of cases. Pediatric patients (aged ≤ 12 years) are the most commonly affected, accounting for 87% of cases with an observed 4:1 male to female predominance.7,8 Symptoms begin most often within the first week from the inciting event in 85% of the cases.8 Head and neck surgery precedes up to 67% of cases, and infectious etiologies largely account for the remaining cases.7 Of the postsurgical cases, 55.6% had undergone T&A.8

Although anomalous head posture or neck stiffness following T&A would be of great clinic concern for Grisel syndrome, radiographic studies play a confirmatory role. CT scan is used to evaluate the bony structures, with 3D reconstruction of the cervical spine being most useful to determine the presence and degree of subluxation.8 Magnetic resonance imaging also aids in diagnosis to evaluate ligamentous structures in the area of concern as well as in the evaluation of spinal cord compression.6 Laboratory tests are largely unhelpful in making or excluding the diagnosis.8

If Grisel syndrome is suspected, both the original surgeon (if preceded by surgery) and the neurosurgical team should be consulted. Although no widely adopted guidelines exist for the management of this rare disease, general practice patterns have emerged with the degree of intervention predictably correlating to disease severity. FH-I is usually treated with nonsteroidal anti-inflammatory drugs and muscle relaxants with or without a soft cervical collar. For FH-II, closed reduction and immobilization in a stiff cervical collar is recommended. If no neurologic defect is present, FH-III is treated with bed rest, a period of inline cervical traction, and subsequent immobilization. FH-III with neurologic sequelae and all FH-IV necessitate emergent neurosurgical consultation.4 Surgical intervention is a last resort but is required in up to 24.1% of cases.8

Antibiotic therapy is not routinely given unless clear infectious etiology is identified. No standard antibiotic regimen exists, but coverage for typical upper respiratory pathogens likely suffices. Empiric antibiotic therapy is not recommended for all causes of Grisel syndrome, ie, when the underlying cause is not yet elucidated.6 One case of Grisel syndrome occurring in the setting of cervical osteomyelitis has been described, though, and required prolonged IV antibiotics.3 Physical therapy is recommended as adjunct with no limitations for range of motion save for that of the patient’s individual pain threshold.4

Possibly attributable to waxing and waning ligamentous laxity and strength of the neck muscle contraction, the atlantodens interval and the degree of subluxation can change, making Grisel syndrome dynamic. As such, the FH classification can change, necessitating more or less aggressive therapy. A neurologic evaluation is recommended at least every 2 weeks after the diagnosis is made. If initial identification or recognition of known disease progression is delayed, serious complications can develop. Acutely, spinal cord compression can lead to quadriplegia and death; more insidious complications include reduced neck mobility, dysphonia, and dysphagia.4 As serious, life-threatening complications can arise from Grisel syndrome while good functional outcomes can be achieved with timely and appropriate treatment, the clinician should be inspired to have a high clinical suspicion for this syndrome given the right context.

Axial Computed Tomography in Bone Window

Conclusions

The patient experienced a desirable outcome with minimal, conservative treatment. As such, the pathology in this case was likely attributed to the mildest form of Grisel syndrome (FH-I). The follow-up was reassuring as well, revealing no worsening or progression of symptoms. The initial evaluation in this case was limited by the inadequacy of the CT scan. Motion artifact in the pharynx prevented the definite exclusion of deep space infection, while the rotation of the head in combination with motion artifact in the cranial-most portions of the vertebral column made determining alignment difficult. One clear axial image, though, does show rotation of the atlas (Figure 2). The uncertainty at the end of our workup prompted surgical consultation, not, admittedly, concern for Grisel syndrome. Awareness of this disease entity is nevertheless important and clinically relevant. Early identification and treatment is associated with decreased morbidity and improvement in long-term functional outcomes.6 Despite its rarity, the clinician should consider Grisel syndrome in any pediatric patient presenting with neck stiffness following the commonly performed T&A.

References

1. Ramos SD, Mukerji S, Pine HS. Tonsillectomy and adenoidectomy. Pediatr Clin North Am. 2013;60(4):793-807. doi:10.1016/j.pcl.2013.04.015

2. Stoner MJ, Dulaurier M. Pediatric ENT emergencies. Emerg Med Clin North Am. 2013;31(3):795-808. doi:10.1016/j.emc.2013.04.005

3. Leong SC, Karoos PD, Papouliakos SM, et al. Unusual complications of tonsillectomy: a systematic review. Am J Otolaryngol. 2007;28(6):419-422. doi:10.1016/j.amjoto.2006.10.016

4. Fath L, Cebula H, Santin MN, Cocab A, Debrya C, Proustb F. The Grisel’s syndrome: a non-traumatic subluxation of the atlantoaxial joint. Neurochirurgie. 2018;64(4):327-330. doi:10.1016/j.neuchi.2018.02.001

5. Moore K, Agur A, Dalley A. Essential Clinical Anatomy. 5th ed. Baltimore: Lippincott, Williams, and Wilkins; 2015:282-287.

6. Spennato P, Nicosia G, Rapanà A, et al. Grisel syndrome following adenoidectomy: surgical management in a case with delayed diagnosis. World Neurosurg. 2015;84(5):1494.e7-e12.

7. Anania P, Pavone P, Pacetti M, et al. Grisel syndrome in pediatric age: a single-center Italian experience and review of the literature. World Neurosurg. 2019;125:374-382. doi:10.1016/j.wneu.2019.02.035

8. Aldriweesh T, Altheyab F, Alenezi M, et al. Grisel’s syndrome post otolaryngology procedures: a systematic review. Int J Pediatr Otorhinolaryngol. 2020;137:110-125. doi:10.1016/j.ijporl.2020.110225

References

1. Ramos SD, Mukerji S, Pine HS. Tonsillectomy and adenoidectomy. Pediatr Clin North Am. 2013;60(4):793-807. doi:10.1016/j.pcl.2013.04.015

2. Stoner MJ, Dulaurier M. Pediatric ENT emergencies. Emerg Med Clin North Am. 2013;31(3):795-808. doi:10.1016/j.emc.2013.04.005

3. Leong SC, Karoos PD, Papouliakos SM, et al. Unusual complications of tonsillectomy: a systematic review. Am J Otolaryngol. 2007;28(6):419-422. doi:10.1016/j.amjoto.2006.10.016

4. Fath L, Cebula H, Santin MN, Cocab A, Debrya C, Proustb F. The Grisel’s syndrome: a non-traumatic subluxation of the atlantoaxial joint. Neurochirurgie. 2018;64(4):327-330. doi:10.1016/j.neuchi.2018.02.001

5. Moore K, Agur A, Dalley A. Essential Clinical Anatomy. 5th ed. Baltimore: Lippincott, Williams, and Wilkins; 2015:282-287.

6. Spennato P, Nicosia G, Rapanà A, et al. Grisel syndrome following adenoidectomy: surgical management in a case with delayed diagnosis. World Neurosurg. 2015;84(5):1494.e7-e12.

7. Anania P, Pavone P, Pacetti M, et al. Grisel syndrome in pediatric age: a single-center Italian experience and review of the literature. World Neurosurg. 2019;125:374-382. doi:10.1016/j.wneu.2019.02.035

8. Aldriweesh T, Altheyab F, Alenezi M, et al. Grisel’s syndrome post otolaryngology procedures: a systematic review. Int J Pediatr Otorhinolaryngol. 2020;137:110-125. doi:10.1016/j.ijporl.2020.110225

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Machine Learning: the Future of Total Knee Replacement

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Total knee replacement (TKR) is one of the most common surgeries worldwide, with > 1 million performed last year. Many patients have seen tremendous benefit from TKR; however, studies have shown that up to 20% of patients are not satisfied with the results of this procedure.1,2 This equates to about 200,000 patients worldwide every year who are dissatisfied. This is a huge concern to patients, surgeons, implant manufacturers, hospitals, and health care payers.

Many attempts to improve satisfaction in TKR have been tried, including computer navigation, minimally invasive surgery, rotating platform prostheses, gender-specific implants, different materials, changes in pain management, and revised postoperative rehabilitation.3-7 However, these efforts show no significant improvement in satisfaction.

The most common method of TKR today involves using a long rod placed through a drill hole in the femur. Standardized cuts on the femur and tibia are made through metal cutting blocks. Only metal mechanical instruments are used to perform the surgery, and all patients are aligned the same. However, anatomic studies have shown that patient anatomy in 3 dimensions (3D) varies widely from patient to patient.8 Our current technique seems far removed from modern engineering, where we now see extensive use of artificial intelligence (AI) to improve outcomes.

Machine learning (ML) is considered a subset of AI that involves the use of various computer algorithms. ML allows the computer to learn and continually improve analysis of data. Large sets of inputs and outputs are used to train the machine to make autonomous recommendations or decisions.9,10

Seven years ago, our team at the Phoenix Veteran Affairs Medical Center in Arizona published a randomized controlled trial evaluating a new, individualized alignment technique for TKR.11 This method used 3D-printed guides made from an MRI of an individual patient’s knee. Instead of aligning all knee replacements the same, each patient was aligned according to their unique anatomy. Compared with the conventional alignment technique, the newer technique showed significant improvement in all outcome scores and range of motion at 2 years postsurgery. There has been a great deal of interest in individualizing TKR, and many articles and techniques have followed.12

Our surgical technique has evolved since publishing our trial. Currently, knee X-rays are digitally templated for each patient. Understanding the patient’s preoperative alignment can then assist in planning a TKR in 3D. A plastic 3D-printed guide is manufactured in Belgium, shipped to the US, sterilized, and used in surgery. These guides fit accurately on the patient’s anatomy and allow precise angles and depth of resection for each surgical bone cut. Our research has shown that these guides are accurate to within 0.5° and 0.5 mm for the bone cuts performed in surgery. After surgery, we track patient-reported outcomes (PROs), which can then be used in ML or logistic regression analysis to determine alignment factors that contribute to the best outcome.13

Soon, use of a robot will take the place of the templating and preplanning, allowing the 3D plan to be immediately produced in surgery by the software installed in the robot.14-16 Each patient’s preoperative alignment can then be immediately compared with the postoperative result, and smartphone technology can allow a patient to input their PRO after the surgery is healed.17

Collecting all this information in a large database can allow ML analyses of the outcomes and individual alignment.14-17 As the factors contributing to the best clinical results are determined, the computer can be programmed to learn how to make the best recommendations for alignment of each patient, which can be incorporated into the robotic platform for each surgery. Also pre- and postoperative factors can be added to the ML platform so we can identify the best preoperative patient parameters, anticoagulation program postoperative rehabilitation program, etc, to help drive higher PROs and satisfaction.

Multiple surgical robots for TKR are now on the market. Orthopedic literature includes ML algorithms to improve outcomes after total hip arthroplasty.18 The EHR can be used to develop models to predict poor outcomes after TKR. Integrating these models into clinical decision support could improve patient selection, education, and satisfaction.19 AI for adult spinal surgery using predictive analytics can help surgeons better inform patients about outcomes after corrective surgery.20,21

With worldwide TKRs expected to exceed 3 million over the next decade, ML using large databases, robotic surgery, and PROs could be key to improving our TKR outcomes.22 This form of AI may reduce the large number of patients currently not satisfied with their knee replacement.

References

1. Baker PN, van der Meulen JH, Lewsey J, Gregg PJ; National Joint Registry for England and Wales. The role of pain and function in determining patient satisfaction after total knee replacement. Data from the National Joint Registry for England and Wales. J Bone Joint Surg Br. 2007;89(7):893-900. doi:10.1302/0301-620X.89B7.19091

2. Noble PC, Conditt MA, Cook KF, Mathis KB. The John Insall Award: patient expectations affect satisfaction with total knee arthroplasty. Clin Orthop Relat Res. 2006;452:35-43. doi:10.1097/01.blo.0000238825.63648.1e

3. Matziolis G, Krocker D, Weiss U, Tohtz S, Perka C. A prospective, randomized study of computer-assisted and conventional total knee arthroplasty. Three-dimensional evaluation of implant alignment and rotation. J Bone Joint Surg Am. 2007;89(2):236-243. doi:10.2106/JBJS.F.00386

4. Stulberg SD, Yaffe MA, Koo SS. Computer-assisted surgery versus manual total knee arthroplasty: a case-controlled study. J Bone Joint Surg Am. 2006;88(suppl 4):47-54. doi:10.2106/JBJS.F.00698

5. Kalisvaart MM, Pagnano MW, Trousdale RT, Stuart MJ, Hanssen AD. Randomized clinical trial of rotating-platform and fixed-bearing total knee arthroplasty: no clinically detectable differences at five years. J Bone Joint Surg Am. 2012;94(6):481-489. doi:10.2106/JBJS.K.00315

6. Wülker N, Lambermont JP, Sacchetti L, Lazaró JG, Nardi J. A prospective randomized study of minimally invasive total knee arthroplasty compared with conventional surgery. J Bone Joint Surg Am. 2010;92(7):1584-1590. doi:10.2106/JBJS.H.01070

7. Thomsen MG, Husted H, Bencke J, Curtis D, Holm G, Troelsen A. Do we need a gender-specific total knee replacement? A randomised controlled trial comparing a high-flex and a gender-specific posterior design. J Bone Joint Surg Br. 2012;94(6):787-792. doi:10.1302/0301-620X.94B6.28781

8. Eckhoff D, Hogan C, DiMatteo L, Robinson M, Bach J. Difference between the epicondylar and cylindrical axis of the knee. Clin Orthop Relat Res. 2007;461:238-244. doi:10.1097/BLO.0b013e318112416b

9. Martin RK, Ley C, Pareek A, Groll A, Tischer T, Seil R. Artificial intelligence and machine learning: an introduction for orthopaedic surgeons [published online ahead of print, 2021 Sep 15]. Knee Surg Sports Traumatol Arthrosc. 2021;10.1007/s00167-021-06741-2. doi:10.1007/s00167-021-06741-2

10. Helm JM, Swiergosz AM, Haeberle HS, et al. Machine Learning and Artificial Intelligence: Definitions, Applications, and Future Directions. Curr Rev Musculoskelet Med. 2020;13(1):69-76. doi:10.1007/s12178-020-09600-8

11. Dossett HG, Estrada NA, Swartz GJ, LeFevre GW, Kwasman BG. A randomised controlled trial of kinematically and mechanically aligned total knee replacements: two-year clinical results. Bone Joint J. 2014;96-B(7):907-913. doi:10.1302/0301-620X.96B7.32812

12. Rivière C, Iranpour F, Auvinet E, et al. Alignment options for total knee arthroplasty: a systematic review. Orthop Traumatol Surg Res. 2017;103(7):1047-1056. doi:10.1016/j.otsr.2017.07.010

13. Dossett HG. High reliability in total knee replacement surgery: is it possible? Orthop Proc. 2018;95-B(suppl 34):292-293.

14. Schock J, Truhn D, Abrar DB, et al. Automated analysis of alignment in long-leg radiographs by using a fully automated support system based on artificial intelligence. Radiol: Artif Intell. Dec 23, 2020;3(2). doi:10.1148/ryai.2020200198

15. Cabitza F, Locoro A, Banfi G. Machine learning in orthopedics: a literature review. Front Bioeng Biotechnol. 2018;6:75. Published 2018 Jun 27. doi:10.3389/fbioe.2018.00075

16. von Schacky CE, Wilhelm NJ, Schäfer VS, et al. Multitask deep learning for segmentation and classification of primary bone tumors on radiographs. Radiology. 2021;301(2):398-406. doi:10.1148/radiol.2021204531

17. Myers TG, Ramkumar PN, Ricciardi BF, Urish KL, Kipper J, Ketonis C. Artificial intelligence and orthopaedics: an introduction for clinicians. J Bone Joint Surg Am. 2020;102(9):830-840. doi:10.2106/JBJS.19.01128

18. Kunze KN, Karhade AV, Sadauskas AJ, Schwab JH, Levine BR. Development of machine learning algorithms to predict clinically meaningful improvement for the patient-reported health state after total hip arthroplasty. J Arthroplasty. 2020;35(8):2119-2123. doi:10.1016/j.arth.2020.03.019

19. Harris AHS, Kuo AC, Bowe TR, Manfredi L, Lalani NF, Giori NJ. Can machine learning methods produce accurate and easy-to-use preoperative prediction models of one-year improvements in pain and functioning after knee arthroplasty? J Arthroplasty. 2021;36(1):112-117.e6. doi:10.1016/j.arth.2020.07.026

20. Rasouli JJ, Shao J, Neifert S, et al. Artificial intelligence and robotics in spine surgery. Global Spine J. 2021;11(4):556-564. doi:10.1177/2192568220915718

21. Joshi RS, Haddad AF, Lau D, Ames CP. Artificial intelligence for adult spinal deformity. Neurospine. 2019;16(4):686-694. doi:10.14245/ns.1938414.207

22. Kurtz S, Ong K, Lau E, Mowat F, Halpern M. Projections of primary and revision hip and knee arthroplasty in the United States from 2005 to 2030. J Bone Joint Surg Am. 2007;89(4):780-785. doi:10.2106/JBJS.F.00222

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Total knee replacement (TKR) is one of the most common surgeries worldwide, with > 1 million performed last year. Many patients have seen tremendous benefit from TKR; however, studies have shown that up to 20% of patients are not satisfied with the results of this procedure.1,2 This equates to about 200,000 patients worldwide every year who are dissatisfied. This is a huge concern to patients, surgeons, implant manufacturers, hospitals, and health care payers.

Many attempts to improve satisfaction in TKR have been tried, including computer navigation, minimally invasive surgery, rotating platform prostheses, gender-specific implants, different materials, changes in pain management, and revised postoperative rehabilitation.3-7 However, these efforts show no significant improvement in satisfaction.

The most common method of TKR today involves using a long rod placed through a drill hole in the femur. Standardized cuts on the femur and tibia are made through metal cutting blocks. Only metal mechanical instruments are used to perform the surgery, and all patients are aligned the same. However, anatomic studies have shown that patient anatomy in 3 dimensions (3D) varies widely from patient to patient.8 Our current technique seems far removed from modern engineering, where we now see extensive use of artificial intelligence (AI) to improve outcomes.

Machine learning (ML) is considered a subset of AI that involves the use of various computer algorithms. ML allows the computer to learn and continually improve analysis of data. Large sets of inputs and outputs are used to train the machine to make autonomous recommendations or decisions.9,10

Seven years ago, our team at the Phoenix Veteran Affairs Medical Center in Arizona published a randomized controlled trial evaluating a new, individualized alignment technique for TKR.11 This method used 3D-printed guides made from an MRI of an individual patient’s knee. Instead of aligning all knee replacements the same, each patient was aligned according to their unique anatomy. Compared with the conventional alignment technique, the newer technique showed significant improvement in all outcome scores and range of motion at 2 years postsurgery. There has been a great deal of interest in individualizing TKR, and many articles and techniques have followed.12

Our surgical technique has evolved since publishing our trial. Currently, knee X-rays are digitally templated for each patient. Understanding the patient’s preoperative alignment can then assist in planning a TKR in 3D. A plastic 3D-printed guide is manufactured in Belgium, shipped to the US, sterilized, and used in surgery. These guides fit accurately on the patient’s anatomy and allow precise angles and depth of resection for each surgical bone cut. Our research has shown that these guides are accurate to within 0.5° and 0.5 mm for the bone cuts performed in surgery. After surgery, we track patient-reported outcomes (PROs), which can then be used in ML or logistic regression analysis to determine alignment factors that contribute to the best outcome.13

Soon, use of a robot will take the place of the templating and preplanning, allowing the 3D plan to be immediately produced in surgery by the software installed in the robot.14-16 Each patient’s preoperative alignment can then be immediately compared with the postoperative result, and smartphone technology can allow a patient to input their PRO after the surgery is healed.17

Collecting all this information in a large database can allow ML analyses of the outcomes and individual alignment.14-17 As the factors contributing to the best clinical results are determined, the computer can be programmed to learn how to make the best recommendations for alignment of each patient, which can be incorporated into the robotic platform for each surgery. Also pre- and postoperative factors can be added to the ML platform so we can identify the best preoperative patient parameters, anticoagulation program postoperative rehabilitation program, etc, to help drive higher PROs and satisfaction.

Multiple surgical robots for TKR are now on the market. Orthopedic literature includes ML algorithms to improve outcomes after total hip arthroplasty.18 The EHR can be used to develop models to predict poor outcomes after TKR. Integrating these models into clinical decision support could improve patient selection, education, and satisfaction.19 AI for adult spinal surgery using predictive analytics can help surgeons better inform patients about outcomes after corrective surgery.20,21

With worldwide TKRs expected to exceed 3 million over the next decade, ML using large databases, robotic surgery, and PROs could be key to improving our TKR outcomes.22 This form of AI may reduce the large number of patients currently not satisfied with their knee replacement.

Total knee replacement (TKR) is one of the most common surgeries worldwide, with > 1 million performed last year. Many patients have seen tremendous benefit from TKR; however, studies have shown that up to 20% of patients are not satisfied with the results of this procedure.1,2 This equates to about 200,000 patients worldwide every year who are dissatisfied. This is a huge concern to patients, surgeons, implant manufacturers, hospitals, and health care payers.

Many attempts to improve satisfaction in TKR have been tried, including computer navigation, minimally invasive surgery, rotating platform prostheses, gender-specific implants, different materials, changes in pain management, and revised postoperative rehabilitation.3-7 However, these efforts show no significant improvement in satisfaction.

The most common method of TKR today involves using a long rod placed through a drill hole in the femur. Standardized cuts on the femur and tibia are made through metal cutting blocks. Only metal mechanical instruments are used to perform the surgery, and all patients are aligned the same. However, anatomic studies have shown that patient anatomy in 3 dimensions (3D) varies widely from patient to patient.8 Our current technique seems far removed from modern engineering, where we now see extensive use of artificial intelligence (AI) to improve outcomes.

Machine learning (ML) is considered a subset of AI that involves the use of various computer algorithms. ML allows the computer to learn and continually improve analysis of data. Large sets of inputs and outputs are used to train the machine to make autonomous recommendations or decisions.9,10

Seven years ago, our team at the Phoenix Veteran Affairs Medical Center in Arizona published a randomized controlled trial evaluating a new, individualized alignment technique for TKR.11 This method used 3D-printed guides made from an MRI of an individual patient’s knee. Instead of aligning all knee replacements the same, each patient was aligned according to their unique anatomy. Compared with the conventional alignment technique, the newer technique showed significant improvement in all outcome scores and range of motion at 2 years postsurgery. There has been a great deal of interest in individualizing TKR, and many articles and techniques have followed.12

Our surgical technique has evolved since publishing our trial. Currently, knee X-rays are digitally templated for each patient. Understanding the patient’s preoperative alignment can then assist in planning a TKR in 3D. A plastic 3D-printed guide is manufactured in Belgium, shipped to the US, sterilized, and used in surgery. These guides fit accurately on the patient’s anatomy and allow precise angles and depth of resection for each surgical bone cut. Our research has shown that these guides are accurate to within 0.5° and 0.5 mm for the bone cuts performed in surgery. After surgery, we track patient-reported outcomes (PROs), which can then be used in ML or logistic regression analysis to determine alignment factors that contribute to the best outcome.13

Soon, use of a robot will take the place of the templating and preplanning, allowing the 3D plan to be immediately produced in surgery by the software installed in the robot.14-16 Each patient’s preoperative alignment can then be immediately compared with the postoperative result, and smartphone technology can allow a patient to input their PRO after the surgery is healed.17

Collecting all this information in a large database can allow ML analyses of the outcomes and individual alignment.14-17 As the factors contributing to the best clinical results are determined, the computer can be programmed to learn how to make the best recommendations for alignment of each patient, which can be incorporated into the robotic platform for each surgery. Also pre- and postoperative factors can be added to the ML platform so we can identify the best preoperative patient parameters, anticoagulation program postoperative rehabilitation program, etc, to help drive higher PROs and satisfaction.

Multiple surgical robots for TKR are now on the market. Orthopedic literature includes ML algorithms to improve outcomes after total hip arthroplasty.18 The EHR can be used to develop models to predict poor outcomes after TKR. Integrating these models into clinical decision support could improve patient selection, education, and satisfaction.19 AI for adult spinal surgery using predictive analytics can help surgeons better inform patients about outcomes after corrective surgery.20,21

With worldwide TKRs expected to exceed 3 million over the next decade, ML using large databases, robotic surgery, and PROs could be key to improving our TKR outcomes.22 This form of AI may reduce the large number of patients currently not satisfied with their knee replacement.

References

1. Baker PN, van der Meulen JH, Lewsey J, Gregg PJ; National Joint Registry for England and Wales. The role of pain and function in determining patient satisfaction after total knee replacement. Data from the National Joint Registry for England and Wales. J Bone Joint Surg Br. 2007;89(7):893-900. doi:10.1302/0301-620X.89B7.19091

2. Noble PC, Conditt MA, Cook KF, Mathis KB. The John Insall Award: patient expectations affect satisfaction with total knee arthroplasty. Clin Orthop Relat Res. 2006;452:35-43. doi:10.1097/01.blo.0000238825.63648.1e

3. Matziolis G, Krocker D, Weiss U, Tohtz S, Perka C. A prospective, randomized study of computer-assisted and conventional total knee arthroplasty. Three-dimensional evaluation of implant alignment and rotation. J Bone Joint Surg Am. 2007;89(2):236-243. doi:10.2106/JBJS.F.00386

4. Stulberg SD, Yaffe MA, Koo SS. Computer-assisted surgery versus manual total knee arthroplasty: a case-controlled study. J Bone Joint Surg Am. 2006;88(suppl 4):47-54. doi:10.2106/JBJS.F.00698

5. Kalisvaart MM, Pagnano MW, Trousdale RT, Stuart MJ, Hanssen AD. Randomized clinical trial of rotating-platform and fixed-bearing total knee arthroplasty: no clinically detectable differences at five years. J Bone Joint Surg Am. 2012;94(6):481-489. doi:10.2106/JBJS.K.00315

6. Wülker N, Lambermont JP, Sacchetti L, Lazaró JG, Nardi J. A prospective randomized study of minimally invasive total knee arthroplasty compared with conventional surgery. J Bone Joint Surg Am. 2010;92(7):1584-1590. doi:10.2106/JBJS.H.01070

7. Thomsen MG, Husted H, Bencke J, Curtis D, Holm G, Troelsen A. Do we need a gender-specific total knee replacement? A randomised controlled trial comparing a high-flex and a gender-specific posterior design. J Bone Joint Surg Br. 2012;94(6):787-792. doi:10.1302/0301-620X.94B6.28781

8. Eckhoff D, Hogan C, DiMatteo L, Robinson M, Bach J. Difference between the epicondylar and cylindrical axis of the knee. Clin Orthop Relat Res. 2007;461:238-244. doi:10.1097/BLO.0b013e318112416b

9. Martin RK, Ley C, Pareek A, Groll A, Tischer T, Seil R. Artificial intelligence and machine learning: an introduction for orthopaedic surgeons [published online ahead of print, 2021 Sep 15]. Knee Surg Sports Traumatol Arthrosc. 2021;10.1007/s00167-021-06741-2. doi:10.1007/s00167-021-06741-2

10. Helm JM, Swiergosz AM, Haeberle HS, et al. Machine Learning and Artificial Intelligence: Definitions, Applications, and Future Directions. Curr Rev Musculoskelet Med. 2020;13(1):69-76. doi:10.1007/s12178-020-09600-8

11. Dossett HG, Estrada NA, Swartz GJ, LeFevre GW, Kwasman BG. A randomised controlled trial of kinematically and mechanically aligned total knee replacements: two-year clinical results. Bone Joint J. 2014;96-B(7):907-913. doi:10.1302/0301-620X.96B7.32812

12. Rivière C, Iranpour F, Auvinet E, et al. Alignment options for total knee arthroplasty: a systematic review. Orthop Traumatol Surg Res. 2017;103(7):1047-1056. doi:10.1016/j.otsr.2017.07.010

13. Dossett HG. High reliability in total knee replacement surgery: is it possible? Orthop Proc. 2018;95-B(suppl 34):292-293.

14. Schock J, Truhn D, Abrar DB, et al. Automated analysis of alignment in long-leg radiographs by using a fully automated support system based on artificial intelligence. Radiol: Artif Intell. Dec 23, 2020;3(2). doi:10.1148/ryai.2020200198

15. Cabitza F, Locoro A, Banfi G. Machine learning in orthopedics: a literature review. Front Bioeng Biotechnol. 2018;6:75. Published 2018 Jun 27. doi:10.3389/fbioe.2018.00075

16. von Schacky CE, Wilhelm NJ, Schäfer VS, et al. Multitask deep learning for segmentation and classification of primary bone tumors on radiographs. Radiology. 2021;301(2):398-406. doi:10.1148/radiol.2021204531

17. Myers TG, Ramkumar PN, Ricciardi BF, Urish KL, Kipper J, Ketonis C. Artificial intelligence and orthopaedics: an introduction for clinicians. J Bone Joint Surg Am. 2020;102(9):830-840. doi:10.2106/JBJS.19.01128

18. Kunze KN, Karhade AV, Sadauskas AJ, Schwab JH, Levine BR. Development of machine learning algorithms to predict clinically meaningful improvement for the patient-reported health state after total hip arthroplasty. J Arthroplasty. 2020;35(8):2119-2123. doi:10.1016/j.arth.2020.03.019

19. Harris AHS, Kuo AC, Bowe TR, Manfredi L, Lalani NF, Giori NJ. Can machine learning methods produce accurate and easy-to-use preoperative prediction models of one-year improvements in pain and functioning after knee arthroplasty? J Arthroplasty. 2021;36(1):112-117.e6. doi:10.1016/j.arth.2020.07.026

20. Rasouli JJ, Shao J, Neifert S, et al. Artificial intelligence and robotics in spine surgery. Global Spine J. 2021;11(4):556-564. doi:10.1177/2192568220915718

21. Joshi RS, Haddad AF, Lau D, Ames CP. Artificial intelligence for adult spinal deformity. Neurospine. 2019;16(4):686-694. doi:10.14245/ns.1938414.207

22. Kurtz S, Ong K, Lau E, Mowat F, Halpern M. Projections of primary and revision hip and knee arthroplasty in the United States from 2005 to 2030. J Bone Joint Surg Am. 2007;89(4):780-785. doi:10.2106/JBJS.F.00222

References

1. Baker PN, van der Meulen JH, Lewsey J, Gregg PJ; National Joint Registry for England and Wales. The role of pain and function in determining patient satisfaction after total knee replacement. Data from the National Joint Registry for England and Wales. J Bone Joint Surg Br. 2007;89(7):893-900. doi:10.1302/0301-620X.89B7.19091

2. Noble PC, Conditt MA, Cook KF, Mathis KB. The John Insall Award: patient expectations affect satisfaction with total knee arthroplasty. Clin Orthop Relat Res. 2006;452:35-43. doi:10.1097/01.blo.0000238825.63648.1e

3. Matziolis G, Krocker D, Weiss U, Tohtz S, Perka C. A prospective, randomized study of computer-assisted and conventional total knee arthroplasty. Three-dimensional evaluation of implant alignment and rotation. J Bone Joint Surg Am. 2007;89(2):236-243. doi:10.2106/JBJS.F.00386

4. Stulberg SD, Yaffe MA, Koo SS. Computer-assisted surgery versus manual total knee arthroplasty: a case-controlled study. J Bone Joint Surg Am. 2006;88(suppl 4):47-54. doi:10.2106/JBJS.F.00698

5. Kalisvaart MM, Pagnano MW, Trousdale RT, Stuart MJ, Hanssen AD. Randomized clinical trial of rotating-platform and fixed-bearing total knee arthroplasty: no clinically detectable differences at five years. J Bone Joint Surg Am. 2012;94(6):481-489. doi:10.2106/JBJS.K.00315

6. Wülker N, Lambermont JP, Sacchetti L, Lazaró JG, Nardi J. A prospective randomized study of minimally invasive total knee arthroplasty compared with conventional surgery. J Bone Joint Surg Am. 2010;92(7):1584-1590. doi:10.2106/JBJS.H.01070

7. Thomsen MG, Husted H, Bencke J, Curtis D, Holm G, Troelsen A. Do we need a gender-specific total knee replacement? A randomised controlled trial comparing a high-flex and a gender-specific posterior design. J Bone Joint Surg Br. 2012;94(6):787-792. doi:10.1302/0301-620X.94B6.28781

8. Eckhoff D, Hogan C, DiMatteo L, Robinson M, Bach J. Difference between the epicondylar and cylindrical axis of the knee. Clin Orthop Relat Res. 2007;461:238-244. doi:10.1097/BLO.0b013e318112416b

9. Martin RK, Ley C, Pareek A, Groll A, Tischer T, Seil R. Artificial intelligence and machine learning: an introduction for orthopaedic surgeons [published online ahead of print, 2021 Sep 15]. Knee Surg Sports Traumatol Arthrosc. 2021;10.1007/s00167-021-06741-2. doi:10.1007/s00167-021-06741-2

10. Helm JM, Swiergosz AM, Haeberle HS, et al. Machine Learning and Artificial Intelligence: Definitions, Applications, and Future Directions. Curr Rev Musculoskelet Med. 2020;13(1):69-76. doi:10.1007/s12178-020-09600-8

11. Dossett HG, Estrada NA, Swartz GJ, LeFevre GW, Kwasman BG. A randomised controlled trial of kinematically and mechanically aligned total knee replacements: two-year clinical results. Bone Joint J. 2014;96-B(7):907-913. doi:10.1302/0301-620X.96B7.32812

12. Rivière C, Iranpour F, Auvinet E, et al. Alignment options for total knee arthroplasty: a systematic review. Orthop Traumatol Surg Res. 2017;103(7):1047-1056. doi:10.1016/j.otsr.2017.07.010

13. Dossett HG. High reliability in total knee replacement surgery: is it possible? Orthop Proc. 2018;95-B(suppl 34):292-293.

14. Schock J, Truhn D, Abrar DB, et al. Automated analysis of alignment in long-leg radiographs by using a fully automated support system based on artificial intelligence. Radiol: Artif Intell. Dec 23, 2020;3(2). doi:10.1148/ryai.2020200198

15. Cabitza F, Locoro A, Banfi G. Machine learning in orthopedics: a literature review. Front Bioeng Biotechnol. 2018;6:75. Published 2018 Jun 27. doi:10.3389/fbioe.2018.00075

16. von Schacky CE, Wilhelm NJ, Schäfer VS, et al. Multitask deep learning for segmentation and classification of primary bone tumors on radiographs. Radiology. 2021;301(2):398-406. doi:10.1148/radiol.2021204531

17. Myers TG, Ramkumar PN, Ricciardi BF, Urish KL, Kipper J, Ketonis C. Artificial intelligence and orthopaedics: an introduction for clinicians. J Bone Joint Surg Am. 2020;102(9):830-840. doi:10.2106/JBJS.19.01128

18. Kunze KN, Karhade AV, Sadauskas AJ, Schwab JH, Levine BR. Development of machine learning algorithms to predict clinically meaningful improvement for the patient-reported health state after total hip arthroplasty. J Arthroplasty. 2020;35(8):2119-2123. doi:10.1016/j.arth.2020.03.019

19. Harris AHS, Kuo AC, Bowe TR, Manfredi L, Lalani NF, Giori NJ. Can machine learning methods produce accurate and easy-to-use preoperative prediction models of one-year improvements in pain and functioning after knee arthroplasty? J Arthroplasty. 2021;36(1):112-117.e6. doi:10.1016/j.arth.2020.07.026

20. Rasouli JJ, Shao J, Neifert S, et al. Artificial intelligence and robotics in spine surgery. Global Spine J. 2021;11(4):556-564. doi:10.1177/2192568220915718

21. Joshi RS, Haddad AF, Lau D, Ames CP. Artificial intelligence for adult spinal deformity. Neurospine. 2019;16(4):686-694. doi:10.14245/ns.1938414.207

22. Kurtz S, Ong K, Lau E, Mowat F, Halpern M. Projections of primary and revision hip and knee arthroplasty in the United States from 2005 to 2030. J Bone Joint Surg Am. 2007;89(4):780-785. doi:10.2106/JBJS.F.00222

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