Seth Stake’s research while affiliated with Arizona School of Health Sciences and other places

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Publications (34)


Trends From 2010 to 2019 in Opioid and Nonopioid Pain Management After Total Knee Arthroplasty
  • Article

June 2024

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8 Reads

JAAOS Global Research and Reviews

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Max Roberts

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Amy Zhao

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[...]

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Savyasachi C Thakkar

Introduction As the opioid epidemic enters its third decade, we reflect on how it has affected clinical practice within the orthopaedic community. Recent studies show prolonged opioid use after total knee arthroplasty (TKA) is associated with worse overall health outcomes. This study aims to elucidate trends in pain management after TKA over the past decade. Methods A retrospective analysis was performed using the PearlDiver database from 2010 to 2019. Patients who underwent primary TKA without a history of mental illness, complex pain syndromes, or opioids used 6 months before surgery were selected. Postoperative prescription filling rates of opioid and nonopioid at 30, 90 days, and 1 year from surgery were analyzed. Linear regression analysis and compound annual growth rates (CAGRs) were analyzed from 2010 to 2019, a P value <0.05 being considered significant. Results Between 2010 and 2019, 579,269 patients underwent primary TKA. At 30 days, filling of prescriptions for opioids (CAGR = 3.54%) and nonopioids (CAGR = 15.50%) markedly increased from 2010 to 2019. At 90 days, opioids decreased (CAGR = −4.42%). At 1 year, opioid (CAGR = −10.92%) and nonopioid (CAGR = −2.12%) prescriptions markedly decreased from 2010 to 2019. Discussion This study highlights patterns of decreased opioid prescription rates at 90 days and 1 year postoperatively from 2010 to 2019. Decreasing opioid rates may indicate effectiveness in targeted public health campaigns to curb opioid overuse.



Higher 2-Year Cumulative Incidence of Mental Health Disorders Following Antibiotic Spacer Placement for Chronic Periprosthetic Joint Infection following Total Joint Arthroplasty

December 2022

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28 Reads

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9 Citations

The Journal of Arthroplasty

Introduction: The relationship of chronic PJI treatment on the development and relapse of mood disorders remains largely unreported. This study aims to compare the incidence of different mental health disorders following antibiotic spacer placement for chronic PJI when compared to aseptic revisions and primary procedures. Methods: Patients who underwent antibiotic spacer for septic total hip and knee arthroplasty (PJI THA/TKA) were identified in the PearlDiver Database using Current Procedure Terminology (CPT) codes for hip and knee antibiotic spacers. Patients who underwent aseptic revision and primary-THA/TKA were also identified using CPT codes. The incidences of depressive, anxiety, bipolar, psychotic, and stress disorders were identified within 2-years following the index procedures via Kaplan Meier Analysis. Results: The risk of depressive (HR: 1.5; p<0.001) and stress (HR: 1.5; p<0.001) disorders were significantly higher in those who underwent PJI-THA when compared to aseptic revision, with the added risk of bipolar when compared to primary-THA. The risk of depressive (HR: 1.6; p<0.001), stress (HR: 1.4; p<0.001), bipolar (HR: 1.3; p<0.001), and psychotic disorders (HR: 1.5; p=0.003) were significantly higher in those who underwent PJI-TKA when compared to aseptic revision, with the added risk of anxiety when compared to primary-TKA. Conclusion: Patients who undergo spacer placement for septic-THA/TKA have a disproportionately higher incidence of mental health disorders within 2-years following surgery when compared those undergoing aseptic revisions and primary procedures. Due to this higher risk, physicians should strongly consider collaborative care with psychiatrists or mental health professionals.


Knee arthroplasty utilization trends from 2010 to 2019

December 2022

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40 Reads

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5 Citations

The Knee

Background Interest in partial knee arthroplasty procedures including unicompartmental arthroplasty (UKA), patellofemoral arthroplasty (PFA), and bicompartmental knee arthroplasty (BKA) has increased due to their bone and ligament preservation compared to total knee arthroplasty (TKA). Implant designs, changing thoughts on appropriate indications for partial knee arthroplasty, and availability of navigation also impacted the field over the last decade. The aims of this study were to evaluate trends over the last decade in utilization of 1) partial and total knee arthroplasty; and 2) computer-assistance in knee arthroplasty. Methods A retrospective cohort analysis was conducted using the PearlDiver database. Patients who underwent PFA, UKA, BKA, and TKA for an indication of osteoarthritis (OA) were identified using Current Procedural Terminology (CPT) codes. Trends analysis from 2010 to 2019 was conducted to compare utilization based on procedure type and computer-assistance. Statistical analysis was conducted using Compounded Annual Growth Rates (CAGR) and linear regression. Results From 2010 to 2019, there was a significant decrease in utilization of PFA (CAGR: −5.73 %; p = 0.011) and BKA (CAGR: −10.49 %; p = 0.013), but no significant difference in that of UKA (p = 0.224) and TKA (p = 0.421). There was a significant increase in the utilization of computer assistance for both UKA (CAGR: +19.81 %; p = 0.002) and TKA (CAGR: +3.90 %; p = 0.038), but there was no significant difference for computer-assisted PFA (p = 0.724) and BKA (p = 0.951). Conclusions TKA is still the most common arthroplasty procedure for OA. Decreased utilization of PFA and BKA may be explained by reported failure and revision rates for PFA and BKA compared to TKA.


Demographics and Comorbidities of Nerve Ablation Before TKA and Control-TKA
Univariate Postoperative Outcomes and Complications of Nerve Ablation Before TKA and Control-TKA
Multivariable Postoperative Outcomes and Complications of Nerve Ablation Before TKA and Control-TKA
Total Knee Arthroplasty After Genicular Nerve Radiofrequency Ablation: Reduction in Prolonged Opioid Use Without Increased Postsurgical Complications
  • Article
  • Full-text available

August 2022

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48 Reads

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11 Citations

JAAOS Global Research and Reviews

Introduction: Genicular nerve radiofrequency ablation (GNRFA) is an increasingly used nonsurgical treatment modality for patients with advanced knee osteoarthritis. Previous studies have demonstrated this to be an effective and safe method to decrease pain and increase functionality in this patient population. The purpose of this study was to compare 2-year postoperative complication rates and rates of prolonged postoperative opioid usage between patients undergoing total knee arthroplasty (TKA) after previous GNRFA and those undergoing TKA alone. Methods: Patients who underwent primary TKA after prior GNRFA (GNRFA-TKA) of the ipsilateral knee were identified in a national all-payer claims database from 2010 to 2019. Univariate and multivariable analyses were conducted comparing those with prior GNRFA and those without. Outcomes of interest included prolonged postoperative opioid usage, 2-year revision rates, and 90-day medical complications. Statistical analysis was conducted using R software provided by the PearlDiver Database. Results: In total, 675 patients in the GNRFA-TKA cohort were compared with a control cohort of 255,351 patients. Genicular nerve radiofrequency ablation-total knee arthroplasty patientshad lower odds of prolonged opioid use postoperatively (OR: 0.478; 95%: 0.409 to 0.559; P < 0.001). No notable difference was observed in the 2-year surgical outcomes between cohorts. Patients in the GNRFA-TKA cohort had lower odds of requiring a blood transfusion and having postoperative anemia, all arrhythmias, and urinary infections compared with primary TKA control patients. Conclusion: Preoperative GNRFA leads to a lower rate of prolonged postoperative opioid use in patients undergoing TKA, without an increased risk of complications. Future prospective studies are needed to validate the findings of this database study.

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Risk Factors for Blood Transfusions in Primary Anatomic and Reverse Total Shoulder Arthroplasty for Osteoarthritis

June 2022

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32 Reads

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10 Citations

The Iowa orthopaedic journal

Background: The purpose of this study was to determine risk factors for blood transfusion in primary anatomic and reverse total shoulder arthroplasty (TSA) performed for osteoarthritis. Methods: Patients who underwent anatomic or reverse TSA for a diagnosis of primary osteoarthritis were identified in a national surgical database from 2005 to 2018 by utilizing both CPT and ICD-9/ICD-10 codes. Univariate analysis was performed on the two transfused versus non-transfused cohorts to compare for differences in comorbidities and demographics. Independent risk factors for perioperative blood transfusions were identified via multivariate regression models. Results: 305 transfused and 18,124 nontransfused patients were identified. Female sex (p<0.001), age >85 years (p=0.001), insulin-dependent diabetes mellitus (p=0.001), dialysis dependence (p=0.001), acute renal failure (p=0.012), hematologic disorders (p=0.010), disseminated cancer (p<0.001), ASA ≥ 3 (p<0.001), and functional dependence (p=0.001) were shown to be independent risk factors for blood transfusions on multivariate logistic regression analysis. Conclusion: Several independent risk factors for blood transfusion following anatomic/reverse TSA for osteoarthritis were identified. Awareness of these risk factors can help surgeons and perioperative care teams to both identify and optimize high-risk patients to decrease both transfusion requirements and its associated complications in this patient population. Level of Evidence: III.


Increased Complications in Octogenarians Undergoing Same-Day Discharge following Total Knee Arthroplasty: A Matched Cohort Analysis

March 2022

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35 Reads

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4 Citations

The Journal of Knee Surgery

Same-day discharge pathways in total knee arthroplasty (TKA) are gaining popularity as a means to increase patient satisfaction and reduce overall costs, but these pathways have not been thoroughly evaluated in potentially at-risk populations, such as in patients ≥80 years old. The purpose of this study was to compare 90-day complications and mortality following same-day discharge after primary TKA in patients ≥80 years old and those <80 years old. Patients who underwent unilateral primary TKA, were discharged on postoperative day 0, and had a minimum 90-day follow-up were identified in a national insurance claims database (PearlDiver Technologies) using Current Procedural Terminology code 27447. These patients were stratified into two cohorts based upon age: (1) nonoctogenarians (<80 years old) and (2) octogenarians (≥80 years old). These cohorts were propensity matched based upon sex, Charlson comorbidity index, and obesity status. Univariate analysis was performed to determine differences in 90-day complications and mortality between the two cohorts. In total, 1,111 patients were included in each cohort. Both cohorts were successfully matched, with no observed differences in matched parameters for demographics or comorbidities. There was no significant difference in 90-day mortality between the two cohorts (p = 0.896). However, octogenarians were at significantly increased risk of postoperative atrial fibrillation (20.8 vs. 10.4%; p < 0.001), nonatrial fibrillation arrhythmias (8.4 vs. 5.6%; p = 0.009), pneumonia (4.5 vs. 2.2%; p = 0.002), stroke (3.1 vs. 1.7%; p = 0.037), heart failure (10.5 vs. 7.5%; p = 0.012), and urinary tract infection (UTI; 14.3 vs. 9.4%; p < 0.001) compared with the nonoctogenarian cohort. Relative to matched controls, octogenarians were at significantly increased risk of numerous 90-day medical complications following same-day primary TKA, including cardiopulmonary complications, stroke, and UTI. Clinicians should be cognizant of these complications and counsel patients appropriately when electing to perform same-day TKA in the octogenarian population.


Conversion Total Knee Arthroplasty

September 2021

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51 Reads

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12 Citations

JBJS Reviews

»: Conversion total knee arthroplasty (TKA) represents a heterogeneous group of procedures and most commonly includes TKA performed after ligamentous reconstruction, periarticular open reduction and internal fixation (ORIF), high tibial osteotomy (HTO), and unicompartmental knee arthroplasty (UKA). »: Relative to patients undergoing primary TKA, patients undergoing conversion TKA often have longer operative times and higher surgical complexity, which may translate into higher postoperative complication rates. »: There is mixed evidence on implant survivorship and patient-reported outcome measures when comparing conversion TKA and primary TKA, with some studies noting no differences between the procedures and others finding decreased survivorship and outcome scores for conversion TKA. »: By gaining an improved understanding of the unique challenges facing patients undergoing conversion TKA, clinicians may better set patient expectations, make intraoperative adjustments, and guide postoperative care.


Do Orthopedic Surgery Residency Program Web Sites Address Diversity and Inclusion?

August 2021

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33 Reads

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15 Citations

HSS Journal

Background Orthopedic surgery is one of the least diverse medical specialties. Other medical specialties have employed diversity-related initiatives to increase the number of students underrepresented in medicine (URM). Furthermore, with the suspension of visiting student rotations during the COVID-19 pandemic, medical students used residency program Web sites as a main source of program-specific information. Aims/Purpose The purpose of this study was to measure the extent to which orthopedic surgery residency program Web sites describe diversity and inclusion initiatives. Methods The Electronic Residency Application Service (ERAS) was used to identify U.S. orthopedic surgery residency programs. The programs’ Web sites were reviewed, and data on commitments to diversity and inclusion were collected. Descriptive statistics of these data were generated. Results There were 192 residency programs identified and 3 were excluded from the analysis due to lack of Web sites. Of the remaining 189 residency program Web sites, only 55 (29.10%) contained information on diversity and inclusion. Information on a commitment to improving diversity and inclusion was the most prevalent data point found among program Web sites, although it was found on only 15% of program Web sites. Conclusion Orthopedic surgery residency programs rarely address topics related to diversity and inclusion on their program Web sites. An emphasis on opportunities for URM students and initiatives related to diversity and inclusion on program Web sites may improve URM outreach and serve as one method for increasing URM matriculation into orthopedic surgery.


Citations (27)


... In more detail, regarding the normative data of the populations examined in the analyzed papers [25][26][27][28][29][30][31][32], of the seven works that provided data on the pre-operative state, all reported a worse mental condition than the normal population [3,[11][12][13]15,18]. This condition is well known in the literature; several authors have, in fact, highlighted the higher rate of anxiety and depression in patients diagnosed with PJI, also analyzing how the same mental state is related to the greater risk of infection [15,17,[33][34][35][36][37]. From this point of view, our review suggests that although the mental state appears to be compromised in all the analyzed works, these conditions could be transitory with a certain improvement over time. ...

Reference:

The Effect of Spacer Treatment of Infected Hip and Knee Arthroplasties on Patients’ Mental Health: A Narrative Review of the Literature
Higher 2-Year Cumulative Incidence of Mental Health Disorders Following Antibiotic Spacer Placement for Chronic Periprosthetic Joint Infection following Total Joint Arthroplasty
  • Citing Article
  • December 2022

The Journal of Arthroplasty

... The advancement in techniques and technology has greatly propelled the field of joint replacement surgeries forward [4]. Technology-assisted joint surgery has increased over the past 2 decades, evolving from computer navigated to robotic-assisted operations [5][6][7][8][9][10][11][12]. Computer navigation uses preoperative advanced imaging techniques including CT scans, MRIs, or infrared technology to identify key anatomical landmarks and create a 3D surgical plan. ...

Knee arthroplasty utilization trends from 2010 to 2019
  • Citing Article
  • December 2022

The Knee

... In human medicine, radiofrequency ablation has been recognized as an effective method for pain relief and reducing opioid use, particularly in postoperative or inoperable lower extremity joint pain cases [17,18]. Similarly, thermal radiofrequency ablation of the saphenous nerve has been successfully used to treat naturally occurring stifle osteoarthritis in dogs [19]. ...

Total Knee Arthroplasty After Genicular Nerve Radiofrequency Ablation: Reduction in Prolonged Opioid Use Without Increased Postsurgical Complications

JAAOS Global Research and Reviews

... S houlder arthroplasty (SA) has become an increasingly common intervention for various shoulder pathologies, ranging from osteoarthritis to inflammatory conditions and osteonecrosis 1,2 . However, the presence of comorbidities, particularly diabetes mellitus (DM), can significantly affect postoperative outcomes. ...

Risk Factors for Blood Transfusions in Primary Anatomic and Reverse Total Shoulder Arthroplasty for Osteoarthritis
  • Citing Article
  • June 2022

The Iowa orthopaedic journal

... Additionally, they found that age 80 versus <60 years was associated with a 1.9 times increased risk of any complication, a 2.63 times increased risk of major complication, and a 1.94 times increased risk of extended postoperative length of stay following IP-TKA. More recently, similar results were found in the OP-TKA setting, with Berger et al [31] demonstrating that age 80 versus <80 years was associated with approximately 1.5-fold to 2-fold increased risk of cardiopulmonary complications, stroke, and UTI among patients undergoing OP-TKA. Critically, however, the current study suggests that performing TKA in the OP setting is not responsible for any of this increased risk. ...

Increased Complications in Octogenarians Undergoing Same-Day Discharge following Total Knee Arthroplasty: A Matched Cohort Analysis
  • Citing Article
  • March 2022

The Journal of Knee Surgery

... Total knee arthroplasty (TKA) is considered a definitive treatment for severe knee osteoarthritis (OA). However, the functional outcomes are influenced by multiple factors, including the rotational alignment of the tibial component, particularly in case of varus knee deformity [1]. The transepicondylar axis (TEA) is widely recognized as a reliable landmark for determining femoral rotational alignment [2]. ...

Conversion Total Knee Arthroplasty
  • Citing Article
  • September 2021

JBJS Reviews

... 9, 10 Additionally, gender disparities in the field often intersect with racial and ethnic disparities, as women of color face compounded challenges in accessing opportunities and support. 11,12 UNDERREPRESENTED MINORITY REPRESENTATION Underrepresented minorities (URM) make up an average of 21% of the residents across the surveyed programs, although this percentage varies widely between institutions. While this figure suggests that URM representation is not negligible, it remains below the national proportions of URM populations, indicating that more work is needed to attract and retain URM students in orthopedic surgery. ...

Do Orthopedic Surgery Residency Program Web Sites Address Diversity and Inclusion?
  • Citing Article
  • August 2021

HSS Journal

... A total score of 28p corresponds to high methodological quality, 27-22p moderate and ≤ 21p low methodological quality. Using the CASP checklist for cohort studies, the majority of the included articles (n = 12) were rated as being of moderate quality [6,13,16,17,20,21,25,29,36,40,43,49], two were rated as high quality [11,19] and four were rated as low quality [10,24,27,35]. The mean CASP score was 23.6p (range [16][17][18][19][20][21][22][23][24][25][26][27][28], indicating moderate quality studies. ...

Increased Revisions in Conversion Total Knee Arthroplasty After Periarticular Open Reduction Internal Fixation Compared With Primary Total Knee Arthroplasty: A Matched Cohort Analysis
  • Citing Article
  • May 2021

The Journal of Arthroplasty

... Program directors agreed that the process of orthopedic resident selection would change after the USMLE Step 1 was made pass/fail; however, they believed that audition rotations and previous knowledge of the applicant, along with USMLE Step 2 scores, would become the most important factors in the selection process. 20 Interestingly, research involvement was ranked 12th of 17 factors. 20 Only 20% of program directors believe that published research is either extremely important or very important in applicant rank lists. ...

Effect of Change in USMLE Step 1 Grading on Orthopaedic Surgery Applicants: A Survey of Orthopaedic Surgery Residency Program Directors

JAAOS Global Research and Reviews

... Moreover, enhanced PTS has been linked with conditions such as Osgood-Schlatter disease and tibial tubercle fractures. 15,24 These studies highlight the necessity for readily obtaining PTS when evaluating the risk of ACL rupture, PCL rupture, and physeal injuries. However, our findings indicate that the conventional approach of measuring PTS, using the 15-PTS method, might not be feasible with commonly available radiographs. ...

Posterior Tibial Slope is Increased in Patients With Tibial Tubercle Fractures and Osgood-Schlatter Disease
  • Citing Article
  • March 2021

Journal of Pediatric Orthopaedics