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Etzioni, David

Mayo Clinic

Mayo Clinic Hospital

Citations 9

1457: PARANEOPLASTIC MYOSITIS FROM LARGE B-CELL LYMPHOMA: A RARE AND ELUSIVE CAUSE OF PROFOUND WEAKNESS
Biondi, Matt, Brown, Ashlyn, Rosenthal, Allison, Athale, Janhavi, Grill, Marie, Knox, Molly, Nagaraja, Vivek, Etzioni, David, Sen, Ayan , Biondi, Matt V., Rosenthal, Allison , Grill, Marie, Nagaraja, Vivek , Etzioni, David A.

Critical Care Medicine | March 24, 2026 | Volume: 54 | Issue: 3S | Pages: No page available

10.1097/01.ccm.0001187824.55682.1a Get It

Revisiting Minimum Case Volume Recommendations for Complex Surgery in Contemporary Practice
Kartik, Akash , Stucky, Chee-Chee, Etzioni, David A. , Bold, Richard J. , Wasif, Nabil , Ven Fong, Zhi, Cronin, Patricia A. , Etzioni, David, Bold, Richard, Fong, Zhi Ven , Chang, Yu‐Hui

JAMA | October 8, 2025 | Volume: 334 | Issue: 21 | Pages: 1945

10.1001/jama.2025.17274 Get It

This study examines the relevance of minimum case volume recommendations in contemporary practice.
Long-Term Survival After Surgical Resection for Rectal Cancer Is Associated With Textbook Outcome but Not Surgical Case Volume
Aly, Mohamed R., Stucky, Chee-Chee, Etzioni, David A. , Wasif, Nabil , Etzioni, David, Chang, Yu‐Hui , Fong, Zhi Ven

Annals of Surgery Open | August 18, 2025 | Volume: 6 | Issue: 3 | Pages: e601

10.1097/as9.0000000000000601 Get It

Objective: Analyzing textbook outcome (TO) following rectal cancer resection and its association with long-term survival when compared to hospital case volume alone. Background: TO is a quality metric representing the ideal result following complex cancer surgery. Prior studies have suggested improved long-term survival for rectal cancer patients undergoing surgery at HV institutions. Methods: Patients undergoing surgery for rectal adenocarcinoma from 2014 to 2015 were identified using the National Cancer Database. Low (LV), medium (MV), and high-volume (HV) hospital strata were defined by quartile cutoffs (low <25th, high >75th, and 25–75th medium volume). TO was achieved with adequate lymph node count (≥12), negative margins (R0 resection), length of stay <75th percentile, absence of 30-day readmission/mortality event, and appropriate plus timely systemic therapy. Adjusted analyses for long-term survival were performed using a hierarchical multivariable Cox regression model. Results: TO was achieved in 28.5% of 48,484 patients. LV or MV hospital patients were more likely to be older, uninsured/Medicaid, and less likely to achieve a TO (HV 31.2% vs MV 29.6% vs LV 23.2%, P < 0.001). TO was associated with improved 5-year survival (84.0% vs 72.0%, P < 0.001). On multivariable analyses, TO was the strongest protective factor against mortality (HR 0.60, 95% confidence interval = 0.56–0.64), even after controlling for case volume. Conclusions: Only 28.5% of patients undergoing resection for rectal cancer achieve TO. However, they had a 40% reduction in long-term mortality independent of hospital volume. Optimizing long-term survival in patients with rectal cancer can be achieved by TO criteria rather than increasing surgical case volume.
Variations in the Use of Outpatient Surgery
Sangaralingham, Lindsey R. , Houten, Holly K. Van , Kendrick, Michael L. , Etzioni, David A. , Hanson, Kristine, Sangaralingham, Lindsey, Fong, Zhi, Kendrick, Michael, Etzioni, David, Zhang, Chi , Hanson, Kristine T. , Fong, Zhi Ven , Chang, Yu‐Hui , Habermann, Elizabeth B. , Thiels, Cornelius A.

JAMA Network Open | July 31, 2025 | Volume: 8 | Issue: 7 | Pages: e2524165

10.1001/jamanetworkopen.2025.24165 Get It

ImportanceIdentification of factors associated with variation in outpatient surgery may further quality improvement efforts to safely reduce postoperative hospital length of stay nationally.ObjectivesTo explore variation in the use of outpatient surgery, incorporating patient, geographic, and hospital factors.Design, Setting, and ParticipantsThis retrospective cross-sectional study used deidentified administrative claims data from OptumLabs Data Warehouse. Participants included adults who underwent 1 of 10 general, urological, or gynecological operations between January 1, 2015, and June 30, 2021, in the US. Patients who underwent combined procedures or reoperations or had at least 15 Elixhauser comorbidities were excluded. Data were analyzed from July 26 to December 16, 2023.ExposureInpatient or outpatient surgical procedures.Main Outcomes and MeasuresMultilevel logistic regression assessed variation in the use of outpatient surgery rates by hospital characteristics (bed size, presence of trainees, and rural referral center status) and hospital census division, adjusting for patient factors (age, sex, number of Elixhauser comorbidities, year, and rural-urban commuting area). This multilevel model allowed for the sources of variability to be quantitatively attributed to patient characteristics, geography, and hospital characteristics.ResultsA total of 330 424 (72.3%) of 456 954 included patients underwent outpatient surgery. The median age was 54 (IQR, 41-67) years, and of those with data available, most patients were female (268 692 of 414 193 [64.9%]). The likelihood of outpatient surgery varied significantly by hospital census division for all 10 operations (eg, MIS salpingo-oophorectomy range, 29.6%-58.8%; P &amp;lt; .001). Variation in hospital census division contributed most to outpatient surgery for 8 of 10 operations compared with other patient and hospital characteristics. Hospital census division contributed the greatest degree to the variation in outpatient simple mastectomy (20.6%) and the least to outpatient open ventral hernia repair (0.7%). Multivariable analysis showed that the odds of outpatient surgery for patients from metropolitan areas were higher for minimally invasive salpingo-oophorectomy (odds ratio [OR], 1.62; 95% CI, 1.34-1.95) and open ventral hernia repair (OR, 1.16; 95% CI, 1.09-1.24). Hospitals with 400 or more beds were independently associated with decreased odds of outpatient surgery compared with hospitals with 50 to 199 beds for 4 of 7 operations (MIS paraesophageal hernia repair [OR, 0.58; 95% CI, 0.47-0.71; P &amp;lt; .001]; MIS cholecystectomy [OR, 0.73; 95% CI, 0.68-0.78; P &amp;lt; .001]; open ventral hernia [OR, 0.51; 95% CI, 0.46-0.57; P &amp;lt; .001]; MIS ventral hernia repair [OR, 0.66; 95% CI, 0.56-0.77; P &amp;lt; .001]). The presence of a residency training program was independently associated with increased odds of outpatient surgery for simple mastectomy (OR, 1.35; 95% CI, 1.16-1.58; P &amp;lt; .001) and mastectomy with reconstruction (OR, 1.50; 95% CI, 1.27-1.77; P &amp;lt; .001) and decreased odds of outpatient surgery for minimally invasive cholecystectomy (OR, 0.96; 95% CI, 0.92-1.00; P = .04), open ventral hernia repair (OR, 0.93; 95% CI, 0.86-1.00; P = .04), and total thyroidectomy (OR, 0.84; 95% CI, 0.71-1.00; P = .04).Conclusions and RelevanceIn this cross-sectional study, significant variation existed in the use of outpatient surgery in the US and appeared to be driven primarily by hospital geography. Addressing these variations may improve the use of resources.
Imaging-based Surgical Site Infection Detection Using Artificial Intelligence
Muaddi, Hala , Anderson, Stephanie , Etzioni, David A. , McLaughlin, Sarah A. , Kendrick, Michael L. , Salehinejad, Hojjat , Anderson, Stephanie S., Etzioni, David, Kendrick, Michael, Choudhary, Ashok, Lee, Frank, Habermann, Elizabeth B. , Thiels, Cornelius A.

Annals of Surgery | July 3, 2025 | Volume: 282 | Issue: 3 | Pages: 419-428

10.1097/sla.0000000000006826 Get It

Objective: To develop an artificial intelligence–based pipeline to assess and triage patient-submitted postoperative wound images. Background: The rise of outpatient surgeries, remote monitoring, and patient-submitted wound images via online portals has contributed to a growing administrative workload on clinicians. Early identification of surgical site infection (SSI) is essential for reducing postoperative morbidity. Methods: Patients ≥18 years old who underwent surgery at 9 affiliated Mayo Clinic hospitals (2019-2022) and were captured by the National Surgical Quality Improvement Program (NSQIP) were included. Eligibility required submission of one image via the patient portal within 30 days after surgery. Images were independently screened in duplicate to determine the presence of an incision. SSI outcomes were obtained from NSQIP. The developed model consisted of 2 stages: incision detection and SSI detection in images with incisions. Four pretrained architectures were evaluated using 10-fold cross-validation, with upsampling and data augmentation to mitigate class imbalance. An end-to-end pipeline, image quality assessment and sensitivity analysis stratified by race were also performed. Results: Among 6060 patients, the median age was 54 years (interquartile range: 40–65), 61.4% (n=3805) were female, and 92.5% (n=5731) identified as White. SSIs were confirmed in 6.2% (n=386) images. Vision Transformer outperformed all others, achieving an incision detection accuracy of 0.94 (area under the curve=0.98) and an SSI detection accuracy of 0.73 (area under the curve=0.81). In addition, it demonstrated strong performance in assessing image quality. Sensitivity analysis revealed comparable performance across racial subgroups. Conclusion: This artificial intelligence pipeline demonstrates promising performance in automating wound image assessment and SSI detection, reducing clinical workload and improving postoperative care.
Comparison of Laparoscopic Cholecystectomy Reimbursement Rate and Medical Malpractice Insurance Premium Cost Across the US from 2013 to 2023
Sioda, Natasha A. , Etzioni, David A. , Shawwaf, Kenan A. , Brady, Justin, Haydon, Kayla Li, Thompson, Emily , Jorge, Irving , Thompson, Emily , Etzioni, David, Thompson, Emily R , Fong, Zhi Ven , Brady, Justin T. , Han, Ga-ram , Thompson, Emily

Journal of the American College of Surgeons | March 7, 2025 | Volume: 241 | Issue: 1 | Pages: 77-86

10.1097/xcs.0000000000001376 Get It

BACKGROUND: Within the US, there has been an overall increase in cost of malpractice insurance for surgeons and decrease in federal reimbursement for surgical work. This study aimed to analyze state-to-state variability to understand differences in costs relative to reimbursement for surgeons and temporal trends. STUDY DESIGN: This study uses publicly available data to conduct a cross-sectional evaluation of surgeon medical malpractice premium rates and surgical reimbursement between 2013 and 2023. Surgeon reimbursement was represented in terms of the unit reimbursement rate for laparoscopic cholecystectomy (LC). The ratio of surgeon reimbursement to malpractice cost was calculated and considered as the number of LCs required in each state to cover the cost of malpractice insurance. RESULTS: Inflation-adjusted reimbursement for LC decreased in all states with a mean decrease of 24%. Although there was an overall decrease in inflation-adjusted medical malpractice premium cost, some states experienced an increase of up to 22% (Rhode Island), whereas other states experienced a decrease in cost of 62% (Oregon). For the year 2023, there was significant variability in the number of LCs needed to afford malpractice insurance premiums across states, ranging from 21 (Minnesota) to 163 (Illinois). Rhode Island experienced the greatest increase in change from 2013 to 2023 (63%), whereas Oregon experienced the greatest decrease (50%). CONCLUSIONS: This study finds significant variation in Medicare-based surgeon compensation relative to malpractice insurance costs across the US. This discrepancy highlights the challenges faced by surgical practices due to inconsistent insurance cost and decreases in reimbursement rates.
Understanding Variation in In-hospital Mortality After Major Surgery in the United States
Chang, Yu‐Hui, Etzioni, David A. , Stucky, Chee‐Chee , Wasif, Nabil , Etzioni, David, Martins, Russell Seth , Cronin, Patricia

Annals of Surgery | March 30, 2023 | Volume: 278 | Issue: 6 | Pages: 865-872

10.1097/sla.0000000000005862 Get It

Objectives: We aimed to quantify the contributions of patient characteristics (PC), hospital structural characteristics (HC), and hospital operative volumes (HOV) to in-hospital mortality (IHM) after major surgery in the United States (US). Background: The volume-outcome relationship correlates higher HOV with decreased IHM. However, IHM after major surgery is multifactorial, and the relative contribution of PC, HC, and HOV to IHM after major surgery is unknown. Study Design: Patients undergoing major pancreatic, esophageal, lung, bladder, and rectal operations between 2006 and 2011 were identified from the Nationwide Inpatient Sample linked to the American Hospital Association survey. Multilevel logistic regression models were constructed using PC, HC, and HOV to calculate attributable variability in IHM for each. Results: Eighty thousand nine hundred sixty-nine patients across 1025 hospitals were included. Postoperative IHM ranged from 0.9% for rectal to 3.9% for esophageal surgery. Patient characteristics contributed most of the variability in IHM for esophageal (63%), pancreatic (62.9%), rectal (41.2%), and lung (44.4%) operations. HOV explained < 25% of variability for pancreatic, esophageal, lung, and rectal surgery. HC accounted for 16.9% and 17.4% of the variability in IHM for esophageal and rectal surgery. Unexplained variability in IHM was high in the lung (44.3%), bladder (39.3%), and rectal (33.7%) surgery subgroups. Conclusions: Despite recent policy focus on the volume-outcome relationship, HOV was not the most important contributor to IHM for the major organ surgeries studied. PC remains the largest identifiable contributor to hospital mortality. Quality improvement initiatives should emphasize patient optimization and structural improvements, in addition to investigating the yet unexplained sources contributing to IHM.
Management of Acute Diverticulitis in Immunocompromised Patients—The Mayo Clinic Experience
He, Shengliang, Lu, Patricia G , Etzioni, David A. , Young‐Fadok, Tonia M., Merchea, Amit , Mishra, Nitin , Lu, Patricia, Etzioni, David, Young-Fadok, Tonia, Kelley, Scott R.

Diseases of the Colon & Rectum | July 19, 2022 | Volume: 66 | Issue: 3 | Pages: 434-442

10.1097/dcr.0000000000002447 Get It

BACKGROUND: Acute diverticulitis in immunocompromised patients is associated with high morbidity and mortality rates with either medical or surgical treatment. Thus, management approach is controversial, especially for patients presenting with nonperforated disease. OBJECTIVE: This study aimed to report the Mayo clinic experience of acute diverticulitis management in immunocompromised patients. DESIGN: This design is based on a retrospective cohort study. SETTING: This study was conducted with institutional data composed from 3 tertiary referral centers. PATIENTS: Immunocompromised patients presenting with acute diverticulitis at 3 Mayo clinic sites between 2016 and 2020 were included. MAIN OUTCOME MEASURES: The main outcome measures were the management algorithm and short-term outcomes. RESULTS: Immunocompromised patients presenting with acute uncomplicated diverticulitis (86) were all managed nonoperatively at presentation with a success rate of 93% (80/86). Two patients (2.3%, 2/86) required surgery during the same admission, and 4 patients (4.8%, 4/84) had 30-day readmission. Complicated diverticulitis patients with abscess (22) were all managed nonoperatively first with a success rate of 95.4% (21/22). One patient (4.6%, 1/22) required surgery during the same admission. All the patients who presented with obstruction (2), fistula (1), or free perforation (11) underwent surgery except one who chose hospice. Overall, the major complication rate was 50% (8/16) and mortality rate was 18.8% (3/16) among patients who underwent surgery during the same admission. For patients who presented with perforated diverticulitis, the mortality rate was 27.3% (3/11), compared with 0% (0/111) for patients who presented with nonperforated disease. LIMITATIONS: This cohort was limited by its retrospective nature and heterogeneity of the patient population. CONCLUSIONS: Nonoperative management was safe and feasible for immunocompromised patients with colonic diverticulitis without perforation at our center. Perforated colonic diverticulitis in immunocompromised patients was associated with high morbidity and mortality rate. See Video Abstract at http://links.lww.com/DCR/B988. MANEJO DE LA DIVERTICULITIS AGUDA EN PACIENTES INMUNOCOMPROMETIDOS: EXPERIENCIA DE LA CLINICA MAYO ANTECEDENTES: La diverticulitis aguda en pacientes inmunocomprometidos se asocia con una alta tasa de morbilidad y mortalidad con el tratamiento médico o quirúrgico. Por lo tanto, el enfoque de manejo es controvertido, especialmente para pacientes que presentan enfermedad no perforada. OBJETIVO: El propósito fue informar la experiencia de la clínica Mayo en el manejo de la diverticulitis aguda en pacientes inmunocomprometidos. DISEÑO: Este es un estudio de cohorte retrospectivo ENTORNO CLÍNICO: Este estudio se realizó con datos institucionales compuestos de tres centros de referencia terciarios. PACIENTES: Se incluyeron pacientes inmunocomprometidos que presentaron diverticulitis aguda en tres sitios de la clínica Mayo entre 2016 y 2020. RESULTADO PRINCIPAL: Algoritmo de gestión y resultados a corto plazo. RESULTADOS: Los pacientes inmunocomprometidos que presentaban diverticulitis aguda no complicada (86) fueron tratados de forma no quirúrgica en la presentación inicial con una tasa de éxito del 93 % (80/86). Dos pacientes (2,3%, 2/86) requirieron cirugía durante el mismo ingreso y cuatro pacientes (4,8%, 4/84) tuvieron reingreso a los 30 días. Todos los pacientes con diverticulitis complicada con absceso (22) fueron tratados primero de forma no quirúrgica con una tasa de éxito del 95,4 % (21/22). Un paciente (4,6%, 1/22) requirió cirugía durante el mismo ingreso. Todos los pacientes que presentaron obstrucción (2), fístula (1) o perforación libre (11) fueron intervenidos excepto uno que optó por hospicio. La tasa global de complicaciones mayores fue del 50 % (8/16) y la tasa de mortalidad fue del 18,8 % (3/16) entre los pacientes que se sometieron a cirugía durante el mismo ingreso. Para los pacientes que presentaban diverticulitis perforada, la tasa de mortalidad fue del 27,3 % (3/11), en comparación con el 0 % (0/111) de los pacientes que presentaban enfermedad no perforada. LIMITACIONES: Esta cohorte estuvo limitada por su naturaleza retrospectiva y la heterogeneidad de la población de pacientes. CoNCLUSIÓNES: El manejo no quirúrgico fue seguro y factible para pacientes inmunocomprometidos con diverticulitis colónica sin perforación en nuestro centro. La diverticulitis colónica perforada en pacientes inmunocomprometidos se asoció con una alta tasa de morbilidad y mortalidad. Consulte Video Resumen en http://links.lww.com/DCR/B988. (Traducción— Dr. Ingrid Melo)
Patterns of Care and Outcomes in Cardiovascular Disease After Kidney Transplantation in the United States
Mathur, Amit K. , Steidley, D. Eric , Heilman, Raymond L. , Khurmi, Narjeet , Wasif, Nabil , Etzioni, David A. , Moss, Adyr A. , Heilman, Raymond, Etzioni, David, Chang, Yu‐Hui

Transplantation Direct | January 17, 2017 | Volume: 3 | Issue: 2 | Pages: e126

10.1097/txd.0000000000000640 Get It

Background Cardiovascular disease (CVD) is an important driver of mortality after kidney transplantation. Its broader impact on posttransplant health care utilization in US hospitals is unknown. Methods We used administrative claims data from the Nationwide Inpatient Sample and the American Hospital Association Annual Survey to identify hospitalizations for kidney transplant patients with a cardiovascular diagnosis from 2005 to 2011. CVD hospitalizations were stratified by transplant hospital status to characterize patterns in inpatient health care utilization and outcomes. Based on these analyses, the domestic burden of treatment for posttransplant CVD (myocardial infarction, stroke, congestive heart failure, dysrhythmia, cardiac arrest, malignant hypertension) was estimated. Results The total domestic burden of post-kidney transplant hospitalization between 2005 and 2011 is estimated at 389 138 of which 26.5% of episodes were related to CVD (n = 103 118). CVD was responsible for a growing proportion of post-transplant hospitalizations over time (24.4%-30.4%, P < 0.001). Compared with nontransplant hospitals, transplant hospitals had similar length of stay (median length of stay, 3.7 days), higher median costs per hospitalization (US $10 364 vs US $8606, overall US $9324), and lower adjusted mortality (3.2% vs 3.9%, overall 3.6%; P = 0.003). Conclusions Inpatient CVD care is increasing over time for kidney transplant patients, accounting for 30% of all post-transplant hospitalizations. Variation exists in the inpatient care, outcomes, and costs between by hospital type. Further studies are needed to better understand the mechanisms behind these phenomena.