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Khoraminejad B, Sakowitz S, Gao Z, Chervu N, Curry J, Ali K, Bakhtiyar SS, Benharash P. Association of substance-use disorder with outcomes of major elective abdominal operations: A contemporary national analysis. Surg Open Sci 2024; 19:44-49. [PMID: 38585038 PMCID: PMC10995883 DOI: 10.1016/j.sopen.2024.03.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2024] [Accepted: 03/15/2024] [Indexed: 04/09/2024] Open
Abstract
Background Affecting >20million people in the U.S., including 4 % of all hospitalized patients, substance use disorder (SUD) represents a growing public health crisis. Evaluating a national cohort, we aimed to characterize the association of concurrent SUD with perioperative outcomes and resource utilization following elective abdominal operations. Methods All adult hospitalizations entailing elective colectomy, gastrectomy, esophagectomy, hepatectomy, and pancreatectomy were tabulated from the 2016-2020 National Inpatient Sample. Patients with concurrent substance use disorder, comprising alcohol, opioid, marijuana, sedative, cocaine, inhalant, hallucinogen, or other psychoactive/stimulant use, were considered the SUD cohort (others: nSUD). Multivariable regression models were constructed to evaluate the independent association between SUD and key outcomes. Results Of ∼1,088,145 patients, 32,865 (3.0 %) comprised the SUD cohort. On average, SUD patients were younger, more commonly male, of lowest quartile income, and of Black race. SUD patients less frequently underwent colectomy, but more often pancreatectomy, relative to nSUD.Following risk adjustment and with nSUD as reference, SUD demonstrated similar likelihood of in-hospital mortality, but remained associated with increased odds of any perioperative complication (Adjusted Odds Ratio [AOR] 1.17, CI 1.09-1.25). Further, SUD was linked with incremental increases in adjusted length of stay (β + 0.90 days, CI +0.68-1.12) and costs (β + $3630, CI +2650-4610), as well as greater likelihood of non-home discharge (AOR 1.54, CI 1.40-1.70). Conclusions Concurrent substance use disorder was associated with increased complications, resource utilization, and non-home discharge following major elective abdominal operations. Novel interventions are warranted to address increased risk among this vulnerable population and address significant disparities in postoperative outcomes.
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Affiliation(s)
- Baran Khoraminejad
- CORELAB, Department of Surgery, University of California, Los Angeles, Los Angeles, CA, United States of America
- Boston University, Boston, MA, United States of America
| | - Sara Sakowitz
- CORELAB, Department of Surgery, University of California, Los Angeles, Los Angeles, CA, United States of America
| | - Zihan Gao
- CORELAB, Department of Surgery, University of California, Los Angeles, Los Angeles, CA, United States of America
| | - Nikhil Chervu
- CORELAB, Department of Surgery, University of California, Los Angeles, Los Angeles, CA, United States of America
- Department of Surgery, University of California, Los Angeles, Los Angeles, CA, United States of America
| | - Joanna Curry
- CORELAB, Department of Surgery, University of California, Los Angeles, Los Angeles, CA, United States of America
| | - Konmal Ali
- CORELAB, Department of Surgery, University of California, Los Angeles, Los Angeles, CA, United States of America
| | - Syed Shahyan Bakhtiyar
- CORELAB, Department of Surgery, University of California, Los Angeles, Los Angeles, CA, United States of America
- Department of Surgery, University of Colorado, Denver, Aurora, CO, United States of America
| | - Peyman Benharash
- CORELAB, Department of Surgery, University of California, Los Angeles, Los Angeles, CA, United States of America
- Department of Surgery, University of California, Los Angeles, Los Angeles, CA, United States of America
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Balian J, Sakowitz S, Verma A, Vadlakonda A, Cruz E, Ali K, Benharash P. Machine learning based predictive modeling of readmissions following extracorporeal membrane oxygenation hospitalizations. Surg Open Sci 2024; 19:125-130. [PMID: 38655069 PMCID: PMC11035075 DOI: 10.1016/j.sopen.2024.04.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2024] [Accepted: 04/05/2024] [Indexed: 04/26/2024] Open
Abstract
Background Despite increasing utilization and survival benefit over the last decade, extracorporeal membrane oxygenation (ECMO) remains resource-intensive with significant complications and rehospitalization risk. We thus utilized machine learning (ML) to develop prediction models for 90-day nonelective readmission following ECMO. Methods All adult patients receiving ECMO who survived index hospitalization were tabulated from the 2016-2020 Nationwide Readmissions Database. Extreme Gradient Boosting (XGBoost) models were developed to identify features associated with readmission following ECMO. Area under the receiver operating characteristic (AUROC), mean Average Precision (mAP), and the Brier score were calculated to estimate model performance relative to logistic regression (LR). Shapley Additive Explanation summary (SHAP) plots evaluated the relative impact of each factor on the model. An additional sensitivity analysis solely included patient comorbidities and indication for ECMO as potential model covariates. Results Of ∼22,947 patients, 4495 (19.6 %) were readmitted nonelectively within 90 days. The XGBoost model exhibited superior discrimination (AUROC 0.64 vs 0.49), classification accuracy (mAP 0.30 vs 0.20) and calibration (Brier score 0.154 vs 0.165, all P < 0.001) in predicting readmission compared to LR. SHAP plots identified duration of index hospitalization, undergoing heart/lung transplantation, and Medicare insurance to be associated with increased odds of readmission. Upon sub-analysis, XGBoost demonstrated superior disclination compared to LR (AUROC 0.61 vs 0.60, P < 0.05). Chronic liver disease and frailty were linked with increased odds of nonelective readmission. Conclusions ML outperformed LR in predicting readmission following ECMO. Future work is needed to identify other factors linked with readmission and further optimize post-ECMO care among this cohort.
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Affiliation(s)
- Jeffrey Balian
- Cardiovascular Outcomes Research Laboratories (CORELAB), University of California, Los Angeles, CA, United States of America
| | - Sara Sakowitz
- Cardiovascular Outcomes Research Laboratories (CORELAB), University of California, Los Angeles, CA, United States of America
| | - Arjun Verma
- Cardiovascular Outcomes Research Laboratories (CORELAB), University of California, Los Angeles, CA, United States of America
| | - Amulya Vadlakonda
- Cardiovascular Outcomes Research Laboratories (CORELAB), University of California, Los Angeles, CA, United States of America
| | - Emma Cruz
- Cardiovascular Outcomes Research Laboratories (CORELAB), University of California, Los Angeles, CA, United States of America
| | - Konmal Ali
- Cardiovascular Outcomes Research Laboratories (CORELAB), University of California, Los Angeles, CA, United States of America
| | - Peyman Benharash
- Cardiovascular Outcomes Research Laboratories (CORELAB), University of California, Los Angeles, CA, United States of America
- Division of Cardiac Surgery, Department of Surgery, University of California, Los Angeles, CA, United States of America
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Chervu NL, Butterfield J, Sakowitz S, Le N, Mallick S, Cho NY, Benharash P. Nationwide Trends in Utilization of Minimally Invasive Techniques for Blunt Abdominal Trauma. Am Surg 2024:31348241256065. [PMID: 38769751 DOI: 10.1177/00031348241256065] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/22/2024]
Abstract
BACKGROUND Despite increasing use of minimally invasive surgical (MIS) techniques for trauma, limited large-scale studies have evaluated trends, outcomes, and resource utilization at centers that utilize MIS modalities for blunt abdominal trauma. METHODS Operative adult admissions after blunt assault, falls, or vehicular collisions were tabulated from the 2016-2020 National Inpatient Sample. Patients who received diagnostic laparoscopy or other laparoscopic and robotic intervention were classified as MIS. Institutions with at least one MIS trauma operation in a year were defined as an MIS Performing Institution (MPI; rest: non-MPI). The primary endpoint was mortality, with secondary outcomes of reoperation, complication, postoperative length of stay (LOS), and hospitalization costs. Mixed regression models were used to determine the association of MPI status on the outcomes of interest. RESULTS Throughout the study period, the proportion of MIS operations and MPI significantly increased from 22.6 to 29.8% and 45.9 to 58.8%, respectively. Of an estimated 77,480 patients, 66.7% underwent care at MPI. After adjustment, MPI status was not associated with increased odds of mortality (adjusted odds ratio [AOR] 1.09, 95% confidence interval [CI] [.96,1.24]), reoperation (AOR 1.02, CI [.87,1.19]), or any of the tabulated complications. There was additionally no difference in adjusted LOS (β-.18, CI [-.85, +.49]) or costs (β+$1600, CI [-1600, +4800]), between MPI and non-MPI. DISCUSSION The use of MIS operations in blunt abdominal trauma has significantly increased, with performing centers experiencing no difference in mortality or resource utilization. Prospectively collected data on outcomes following MIS trauma surgery is necessary to elucidate appropriate applications.
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Affiliation(s)
- Nikhil L Chervu
- Cardiovascular Outcomes Research Laboratories (CORELAB), David Geffen School of Medicine, University of California, Los Angeles, CA, USA
- Depatment of Surgery, David Geffen School of Medicine, University of California, Los Angeles, CA, USA
| | - Jaron Butterfield
- Cardiovascular Outcomes Research Laboratories (CORELAB), David Geffen School of Medicine, University of California, Los Angeles, CA, USA
| | - Sara Sakowitz
- Cardiovascular Outcomes Research Laboratories (CORELAB), David Geffen School of Medicine, University of California, Los Angeles, CA, USA
| | - Nguyen Le
- Cardiovascular Outcomes Research Laboratories (CORELAB), David Geffen School of Medicine, University of California, Los Angeles, CA, USA
| | - Saad Mallick
- Cardiovascular Outcomes Research Laboratories (CORELAB), David Geffen School of Medicine, University of California, Los Angeles, CA, USA
| | - Nam Y Cho
- Cardiovascular Outcomes Research Laboratories (CORELAB), David Geffen School of Medicine, University of California, Los Angeles, CA, USA
| | - Peyman Benharash
- Cardiovascular Outcomes Research Laboratories (CORELAB), David Geffen School of Medicine, University of California, Los Angeles, CA, USA
- Depatment of Surgery, David Geffen School of Medicine, University of California, Los Angeles, CA, USA
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Vadlakonda A, Cho NY, Tran Z, Curry J, Sakowitz S, Balian J, Coaston T, Tillou A, Benharash P. Demystifying the association of center-level operative trauma volume and outcomes of emergency general surgery. Surgery 2024:S0039-6060(24)00210-1. [PMID: 38760230 DOI: 10.1016/j.surg.2024.03.045] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2023] [Revised: 02/16/2024] [Accepted: 03/21/2024] [Indexed: 05/19/2024]
Abstract
BACKGROUND Recent studies have demonstrated a positive volume-outcome relationship in emergency general surgery. Some have advocated for the sub-specialization of emergency general surgery independent from trauma. We hypothesized inferior clinical outcomes of emergency general surgery with increasing center-level operative trauma volume, potentially attributable to overall hospital quality. METHODS Adults (≥18 years) undergoing complex emergency general surgery operations (large and small bowel resection, repair of perforated peptic ulcer, lysis of adhesions, laparotomy) were identified in the 2016 to 2020 Nationwide Readmissions Database. Multivariable risk-adjusted models were developed to evaluate the association of treatment at a high-volume trauma center (reference: low-volume trauma center) with clinical and financial outcomes after emergency general surgery. To evaluate hospital quality, mortality among adult hospitalizations for acute myocardial infarction was assessed by hospital trauma volume. RESULTS Of an estimated 785,793 patients undergoing a complex emergency general surgery operation, 223,116 (28.4%) were treated at a high-volume trauma center. Treatment at a high-volume trauma center was linked to 1.19 odds of in-hospital mortality (95% confidence interval 1.12-1.27). Although emergency general surgery volume was associated with decreasing predicted risk of mortality, increasing trauma volume was linked to an incremental rise in the odds of mortality after emergency general surgery. Secondary analysis revealed increased mortality for admissions for acute myocardial infarction with greater trauma volume. CONCLUSION We note increased mortality for emergency general surgery and acute myocardial infarction in patients receiving treatment at high-volume trauma centers, signifying underlying structural factors to broadly affect quality. Thus, decoupling trauma and emergency general surgery services may not meaningfully improve outcomes for emergency general surgery patients. Our findings have implications for the evolving specialty of emergency general surgery, especially for the safety and continued growth of the acute care surgery model.
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Affiliation(s)
- Amulya Vadlakonda
- Department of Surgery, David Geffen School of Medicine, University of California, Los Angeles, CA
| | - Nam Yong Cho
- Department of Surgery, David Geffen School of Medicine, University of California, Los Angeles, CA
| | - Zachary Tran
- Department of Surgery, Loma Linda University Health, Loma Linda, CA
| | - Joanna Curry
- Department of Surgery, David Geffen School of Medicine, University of California, Los Angeles, CA
| | - Sara Sakowitz
- Department of Surgery, David Geffen School of Medicine, University of California, Los Angeles, CA
| | - Jeffrey Balian
- Department of Surgery, David Geffen School of Medicine, University of California, Los Angeles, CA
| | - Troy Coaston
- Department of Surgery, David Geffen School of Medicine, University of California, Los Angeles, CA
| | - Areti Tillou
- Division of Trauma and Acute Care Surgery, University of California, Los Angeles, CA
| | - Peyman Benharash
- Department of Surgery, David Geffen School of Medicine, University of California, Los Angeles, CA.
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Cruz EO, Sakowitz S, Mallick S, Le N, Chervu N, Bakhtiyar SS, Benharash P. Machine learning prediction of hospitalization costs for coronary artery bypass grafting operations. Surgery 2024:S0039-6060(24)00216-2. [PMID: 38760232 DOI: 10.1016/j.surg.2024.03.051] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2023] [Revised: 02/21/2024] [Accepted: 03/21/2024] [Indexed: 05/19/2024]
Abstract
BACKGROUND With the steady rise in health care expenditures, the examination of factors that may influence the costs of care has garnered much attention. Although machine learning models have previously been applied in health economics, their application within cardiac surgery remains limited. We evaluated several machine learning algorithms to model hospitalization costs for coronary artery bypass grafting. METHODS All adult hospitalizations for isolated coronary artery bypass grafting were identified in the 2016 to 2020 Nationwide Readmissions Database. Machine learning models were trained to predict expenditures and compared with traditional linear regression. Given the significance of postoperative length of stay, we additionally developed models excluding postoperative length of stay to uncover other drivers of costs. To facilitate comparison, machine learning classification models were also trained to predict patients in the highest decile of costs. Significant factors associated with high cost were identified using SHapley Additive exPlanations beeswarm plots. RESULTS Among 444,740 hospitalizations included for analysis, the median cost of hospitalization in coronary artery bypass grafting patients was $43,103. eXtreme Gradient Boosting most accurately predicted hospitalization costs, with R2 = 0.519 over the validation set. The top predictive features in the eXtreme Gradient Boosting model included elective procedure status, prolonged mechanical ventilation, new-onset respiratory failure or myocardial infarction, and postoperative length of stay. After removing postoperative length of stay, eXtreme Gradient Boosting remained the most accurate model (R2 = 0.38). Prolonged ventilation, respiratory failure, and elective status remained important predictive parameters. CONCLUSION Machine learning models appear to accurately model total hospitalization costs for coronary artery bypass grafting. Future work is warranted to uncover other drivers of costs and improve the value of care in cardiac surgery.
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Affiliation(s)
- Emma O Cruz
- Cardiovascular Outcomes Research Laboratory, University of California, Los Angeles, CA; Computer Science Department, Stanford University, Palo Alto, CA
| | - Sara Sakowitz
- Cardiovascular Outcomes Research Laboratory, University of California, Los Angeles, CA
| | - Saad Mallick
- Cardiovascular Outcomes Research Laboratory, University of California, Los Angeles, CA
| | - Nguyen Le
- Cardiovascular Outcomes Research Laboratory, University of California, Los Angeles, CA
| | - Nikhil Chervu
- Cardiovascular Outcomes Research Laboratory, University of California, Los Angeles, CA
| | - Syed Shahyan Bakhtiyar
- Cardiovascular Outcomes Research Laboratory, University of California, Los Angeles, CA; Department of Surgery, University of Colorado, Aurora, CO
| | - Peyman Benharash
- Cardiovascular Outcomes Research Laboratory, University of California, Los Angeles, CA; Division of Cardiac Surgery, Department of Surgery, University of California, Los Angeles, CA.
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Sanaiha Y, Verma A, Ng AP, Hadaya J, Ko CY, deVirgilio C, Benharash P. Development and Preliminary Assessment of a Machine Learning Model to Predict Myocardial Infarction and Cardiac Arrest After Major Operations. Resuscitation 2024:110241. [PMID: 38759719 DOI: 10.1016/j.resuscitation.2024.110241] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2024] [Revised: 04/22/2024] [Accepted: 05/08/2024] [Indexed: 05/19/2024]
Abstract
INTRODUCTION Accurate prediction of complications often informs shared decision-making. Derived over 10 years ago to enhance prediction of intra/post-operative myocardial infarction and cardiac arrest (MI/CA), the Gupta score has been criticized for unreliable calibration and inclusion of a wide spectrum of unrelated operations. In the present study, we developed a novel machine learning (ML) model to estimate perioperative risk of MI/CA and compared it to the Gupta score. METHODS Patients undergoing major operations were identified from the 2016-2020 ACS-NSQIP. The Gupta score was calculated for each patient, and a novel ML model was developed to predict MI/CA using ACS NSQIP-provided data fields as covariates. Discrimination (C-statistic) and calibration (Brier score) of the ML model were compared to the existing Gupta score within the entire cohort and across operative subgroups. RESULTS Of 2,473,487 patients included for analysis, 25,177 (1.0%) experienced MI/CA (55.2% MI, 39.1% CA, 5.6% MI and CA). The ML model, which was fit using a randomly selected training cohort, exhibited higher discrimination within the testing dataset compared to the Gupta score (C-statistic 0.84 vs 0.80, p<0.001). Furthermore, the ML model had significantly better calibration in the entire cohort (Brier score 0.0097 vs 0.0100). Model performance was markedly improved among patients undergoing thoracic, aortic, peripheral vascular and foregut surgery. CONCLUSIONS The present ML model outperformed the Gupta score in the prognostication of MI/CA across a heterogenous range of operations. Given the growing integration of ML into healthcare, such models may be readily incorporated into clinical practice and guide benchmarking efforts.
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Affiliation(s)
- Yas Sanaiha
- Cardiovascular Outcomes Research Laboratories (CORELAB), University of California Los Angeles, Los Angeles, CA
| | - Arjun Verma
- Cardiovascular Outcomes Research Laboratories (CORELAB), University of California Los Angeles, Los Angeles, CA
| | - Ayesha P Ng
- Cardiovascular Outcomes Research Laboratories (CORELAB), University of California Los Angeles, Los Angeles, CA
| | - Joseph Hadaya
- Cardiovascular Outcomes Research Laboratories (CORELAB), University of California Los Angeles, Los Angeles, CA
| | - Clifford Y Ko
- Department of Surgery, David Geffen School of Medicine at the University of California Los Angeles, Los Angeles, CA; Division of Research and Optimal Patient Care, American College of Surgeons, Chicago, IL; The Healthcare Improvement Studies Institute, University of Cambridge, Cambridge, UK
| | - Christian deVirgilio
- Department of Surgery, Harbor-University of California, Los Angeles Medical Center, Torrance
| | - Peyman Benharash
- Cardiovascular Outcomes Research Laboratories (CORELAB), University of California Los Angeles, Los Angeles, CA; Department of Surgery, David Geffen School of Medicine at the University of California Los Angeles, Los Angeles, CA.
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Branche C, Sakowitz S, Porter G, Cho NY, Chervu N, Mallick S, Bakhtiyar SS, Benharash P. Utilization of minimally invasive colectomy at safety-net hospitals in the United States. Surgery 2024:S0039-6060(24)00201-0. [PMID: 38729887 DOI: 10.1016/j.surg.2024.03.036] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2023] [Revised: 03/17/2024] [Accepted: 03/21/2024] [Indexed: 05/12/2024]
Abstract
BACKGROUND Prior literature has reported inferior surgical outcomes and reduced access to minimally invasive procedures at safety-net hospitals. However, this relationship has not yet been elucidated for elective colectomy. We sought to characterize the association between safety-net hospitals and likelihood of minimally invasive resection, perioperative outcomes, and costs. METHODS All adult (≥18 years) hospitalization records entailing elective colectomy were identified in the 2016-2020 National Inpatient Sample. Centers in the top quartile of safety-net burden were considered safety-net hospitals (others: non-safety-net hospitals). Multivariable regression models were developed to assess the impact of safety-net hospitals status on key outcomes. RESULTS Of ∼532,640 patients, 95,570 (17.9%) were treated at safety-net hospitals. The safety-net hospitals cohort was younger and more often of Black race or Hispanic ethnicity. After adjustment, care at safety-net hospitals remained independently associated with reduced odds of minimally invasive surgery (adjusted odds ratio 0.92; 95% confidence interval 0.87-0.97). The interaction between safety-net hospital status and race was significant, such that Black race remained linked with lower odds of minimally invasive surgery at safety-net hospitals (reference: White race). Additionally, safety-net hospitals was associated with greater likelihood of in-hospital mortality (adjusted odds ratio 1.34, confidence interval 1.04-1.74) and any perioperative complication (adjusted odds ratio 1.15, confidence interval 1.08-1.22), as well as increased length of stay (β+0.26 days, confidence interval 0.17-0.35) and costs (β+$2,510, confidence interval 2,020-3,000). CONCLUSION Care at safety-net hospitals was linked with lower odds of minimally invasive colectomy, as well as greater complications and costs. Black patients treated at safety-net hospitals demonstrated reduced likelihood of minimally invasive surgery, relative to White patients. Further investigation is needed to elucidate the root causes of these disparities in care.
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Affiliation(s)
- Corynn Branche
- CORELAB, Department of Surgery, University of California, Los Angeles, CA; Stanford University, Palo Alto, CA. https://twitter.com/CoreLabUCLA
| | - Sara Sakowitz
- CORELAB, Department of Surgery, University of California, Los Angeles, CA. https://twitter.com/sarasakowitz
| | - Giselle Porter
- CORELAB, Department of Surgery, University of California, Los Angeles, CA
| | - Nam Yong Cho
- CORELAB, Department of Surgery, University of California, Los Angeles, CA
| | - Nikhil Chervu
- CORELAB, Department of Surgery, University of California, Los Angeles, CA; Department of Surgery, University of California, Los Angeles, CA
| | - Saad Mallick
- CORELAB, Department of Surgery, University of California, Los Angeles, CA
| | - Syed Shahyan Bakhtiyar
- CORELAB, Department of Surgery, University of California, Los Angeles, CA; Department of Surgery, University of Colorado, Aurora, CO
| | - Peyman Benharash
- CORELAB, Department of Surgery, University of California, Los Angeles, CA; Department of Surgery, University of California, Los Angeles, CA.
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Shimizu T, Maeda S, Link J, Deranteriassian A, Premji A, Verma A, Chervu N, Park J, Girgis M, Benharash P, Hines J, Wainberg Z, Wolfgang C, Burns W, Yu J, Fernandez-Del Castillo C, Lillemoe K, Ferrone C, Donahue T. Clinical and pathological factors associated with survival in patients with pancreatic cancer who receive adjuvant therapy after neoadjuvant therapy: A retrospective multi-institutional analysis. Surgery 2024; 175:1377-1385. [PMID: 38365548 DOI: 10.1016/j.surg.2024.01.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2023] [Revised: 12/29/2023] [Accepted: 01/08/2024] [Indexed: 02/18/2024]
Abstract
BACKGROUND Neoadjuvant therapy is being increasingly used for patients with pancreatic cancer. The role of adjuvant therapy in these patients is unclear. The purpose of this study was to identify clinical and pathologic characteristics that are associated with longer overall survival in patients with pancreatic cancer who receive adjuvant therapy after neoadjuvant therapy. METHODS This study was conducted using multi-institutional data. All patients underwent surgery after at least 1 cycle of neoadjuvant therapy for pancreatic cancer. Patients who died within 3 months after surgery and were known to have distant metastasis or macroscopic residual disease were excluded. Mann-Whitney U test, χ2 analysis, Kaplan-Meier plot, and univariate and multivariate Cox regression analysis were performed as statistical analyses. RESULTS In the present study, 529 patients with resected pancreatic cancer after neoadjuvant therapy were reviewed. For neoadjuvant therapy, 177 (33.5%) patients received neoadjuvant chemotherapy, and 352 (66.5%) patients received neoadjuvant chemoradiotherapy. The median duration of neoadjuvant therapy was 7.0 months (interquartile range, 5.0-8.7). Patients were followed for a median of 23.0 months after surgery. Adjuvant therapy was administered to 297 (56.1%) patients and was not associated with longer overall survival for the entire cohort (24 vs 22 months, P = .31). Interaction analysis showed that adjuvant therapy was associated with longer overall survival in patients who received less than 4 months neoadjuvant therapy (hazard ratio 0.40; 95% confidence interval 0.17-0.95; P = .03) or who had microscopic margin positive surgical resections (hazard ratio 0.56; 95% confidence interval 0.33-0.93; P = .03). CONCLUSION In this retrospective study, there was a survival benefit associated with adjuvant therapy for patients who received less than 4 months of neoadjuvant therapy or had microscopic positive margins.
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Affiliation(s)
- Takayuki Shimizu
- Department of Surgery, David Geffen School of Medicine at UCLA, Los Angeles, CA
| | - Shimpei Maeda
- Department of Surgery, David Geffen School of Medicine at UCLA, Los Angeles, CA
| | - Jason Link
- Department of Surgery, David Geffen School of Medicine at UCLA, Los Angeles, CA
| | | | - Alykhan Premji
- Department of Surgery, David Geffen School of Medicine at UCLA, Los Angeles, CA
| | - Arjun Verma
- Department of Surgery, David Geffen School of Medicine at UCLA, Los Angeles, CA
| | - Nikhil Chervu
- Department of Surgery, David Geffen School of Medicine at UCLA, Los Angeles, CA
| | - Joon Park
- Department of Surgery, David Geffen School of Medicine at UCLA, Los Angeles, CA
| | - Mark Girgis
- Department of Surgery, David Geffen School of Medicine at UCLA, Los Angeles, CA
| | - Peyman Benharash
- Department of Surgery, David Geffen School of Medicine at UCLA, Los Angeles, CA
| | - Joe Hines
- Department of Surgery, David Geffen School of Medicine at UCLA, Los Angeles, CA
| | - Zev Wainberg
- Department of Medicine, David Geffen School of Medicine at UCLA, Los Angeles, CA
| | - Christopher Wolfgang
- Department of Surgery, The Johns Hopkins University School of Medicine, Baltimore, MD
| | - William Burns
- Department of Surgery, The Johns Hopkins University School of Medicine, Baltimore, MD
| | - Jun Yu
- Department of Surgery, The Johns Hopkins University School of Medicine, Baltimore, MD
| | | | - Keith Lillemoe
- Department of Surgery, Massachusetts General Hospital, Boston, MA
| | - Cristina Ferrone
- Department of Surgery, Massachusetts General Hospital, Boston, MA
| | - Timothy Donahue
- Department of Surgery, David Geffen School of Medicine at UCLA, Los Angeles, CA.
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Ascandar N, Hadaya J, Cho NY, Ali K, Sanaiha Y, Benharash P. Clinical Outcomes and Resource Utilization in Patients With Peripheral Arterial Disease Hospitalized for Acute Coronary Syndrome. Am J Cardiol 2024; 222:72-77. [PMID: 38701873 DOI: 10.1016/j.amjcard.2024.04.049] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/29/2024] [Revised: 03/18/2024] [Accepted: 04/26/2024] [Indexed: 05/05/2024]
Abstract
Previous studies have shown an association between acute limb ischemia and higher mortality in patients with acute myocardial infarction. Although peripheral artery disease (PAD) is a well-known risk factor for development of macrovascular pathology, the effect of its severity is not well investigated in patients hospitalized for acute coronary syndrome (ACS). Using a national cohort of patients with various degrees of PAD, we investigated in-hospital outcomes in patients who were admitted for ACS. Using the 2016 to 2020 Nationwide Readmissions Database, we queried all patients who were hospitalized for ACS (unstable angina, non-ST-elevation myocardial infarction, and ST-elevation myocardial infarction). Patients were further divided into 3 groups, either no PAD (non-PAD), PAD, or critical limb ischemia (CLI). Multivariable models were designed to adjust for patient and hospital factors and examine the association between ACS and PAD severity. Of approximately 3,834,181 hospitalizations for ACS, 6.4% had PAD, 0.2% had CLI, and all others were non-PAD. After risk adjustment, in-hospital mortality was higher by 24% in PAD (adjusted odds ratio 1.24, 95% confidence interval [CI] 1.21 to 1.28) and 86% in CLI (adjusted odds ratio 1.86, 95% CI 1.62 to 2.09) compared with non-PAD. Furthermore, PAD and CLI were linked to 1.23-fold (95% CI 1.20 to 1.26) and 1.67-fold (95% CI 1.45 to 1.86) greater odds of cardiogenic shock compared with non-PAD. Additionally, PAD and CLI were linked with higher odds of mechanical circulatory support usage, cardiac arrest and acute kidney injury compared with non-PAD. Lastly, duration of hospital stay, hospitalization costs and odds of non-home discharge and 30-day readmissions were greater in patients with PAD and CLI compared with non-PAD. PAD severity was associated with worse clinical outcomes in patients with ACS, including in-hospital mortality and resource utilization.
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Affiliation(s)
- Nameer Ascandar
- Cardiovascular Outcomes Research Laboratories, Department of Surgery, David Geffen School of Medicine at UCLA, Los Angeles, California; Department of Internal Medicine, HCA Florida Sarasota Doctors Hospital, Sarasota, Florida
| | - Joseph Hadaya
- Cardiovascular Outcomes Research Laboratories, Department of Surgery, David Geffen School of Medicine at UCLA, Los Angeles, California
| | - Nam Yong Cho
- Cardiovascular Outcomes Research Laboratories, Department of Surgery, David Geffen School of Medicine at UCLA, Los Angeles, California
| | - Konmal Ali
- Cardiovascular Outcomes Research Laboratories, Department of Surgery, David Geffen School of Medicine at UCLA, Los Angeles, California
| | - Yas Sanaiha
- Cardiovascular Outcomes Research Laboratories, Department of Surgery, David Geffen School of Medicine at UCLA, Los Angeles, California
| | - Peyman Benharash
- Cardiovascular Outcomes Research Laboratories, Department of Surgery, David Geffen School of Medicine at UCLA, Los Angeles, California.
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10
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Le NK, Cho NY, Mallick S, Chervu N, Kim S, Sakowitz S, Benharash P, Lee H. Open Versus Minimally Invasive Emergent Colectomy for Diverticulitis. Am Surg 2024:31348241248701. [PMID: 38682325 DOI: 10.1177/00031348241248701] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/01/2024]
Abstract
BACKGROUND The role of minimally invasive surgery (MIS) in the acute management of diverticulitis remains controversial. Using a national cohort, we examined the relationship between operative approaches with acute clinical and financial outcomes. METHODS Adults undergoing emergent colectomy for diverticulitis were tabulated from the 2015-2020 American College of Surgeons National Surgical Quality Improvement Program. Regression models were developed to analyze the association between open and MIS approaches with major adverse events (MAE), as well as secondary endpoints. A subgroup analysis was conducted to compare outcomes between open and MIS requiring conversion to open (CTO). RESULTS Of 9194 patients, 1580 (17.3%) underwent MIS colectomy. The proportion of MIS resection increased from 15.1% in 2015 to 19.1% in 2020 (nptrend<.001). Compared to Open, MIS patients were younger, equally likely to be female, had a lower proportion of patients with ASA class ≥3, and a higher BMI. Preoperatively, MIS patients were less frequently diagnosed with sepsis. Following adjustment with open as reference, MIS approach had reduced odds of MAE (AOR .56), ostomy creation (AOR .12), shorter postoperative length of stay (LOS; β -1.63), and a lower likelihood of nonhome discharge (AOR .45, all P < .001). Additionally, CTO was linked to decreased likelihood of MAE (AOR .78, P = .01), ostomy creation (AOR .02, P < .001), comparable LOS (β -.46, P = .41), and reduced odds of nonhome discharge (AOR .58, P < .001), relative to open. DISCUSSION Compared to planned open colectomy, MIS resection was associated with improved clinical and financial outcomes, even in cases of CTO. Our findings suggest that whenever possible, MIS should be attempted first in emergent colectomy for diverticulitis. Nevertheless, future prospective studies are likely needed to further elucidate specific patient and clinical factors.
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Affiliation(s)
- Nguyen K Le
- David Geffen School of Medicine, University of California, Los Angeles (UCLA), Los Angeles, CA, USA
| | - Nam Yong Cho
- David Geffen School of Medicine, University of California, Los Angeles (UCLA), Los Angeles, CA, USA
| | - Saad Mallick
- Department of Surgery, David Geffen School of Medicine, University of California, Los Angeles (UCLA), Los Angeles, CA, USA
| | - Nikhil Chervu
- Department of Surgery, David Geffen School of Medicine, University of California, Los Angeles (UCLA), Los Angeles, CA, USA
| | - Shineui Kim
- David Geffen School of Medicine, University of California, Los Angeles (UCLA), Los Angeles, CA, USA
| | - Sara Sakowitz
- David Geffen School of Medicine, University of California, Los Angeles (UCLA), Los Angeles, CA, USA
| | - Peyman Benharash
- Department of Surgery, David Geffen School of Medicine, University of California, Los Angeles (UCLA), Los Angeles, CA, USA
| | - Hanjoo Lee
- Division of Colon and Rectal Surgery, Harbor-UCLA Medical Center, Torrance, CA, USA
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Sakowitz S, Bakhtiyar SS, Mallick S, Cho NY, Kim S, Le NK, Lee H, Benharash P. Hospital Quality Mediates Impact of Care Fragmentation Following Elective Colectomy. Am Surg 2024:31348241248795. [PMID: 38659168 DOI: 10.1177/00031348241248795] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/26/2024]
Abstract
BACKGROUND Readmission at a non-index hospital, or care fragmentation (CF), has been previously linked to greater morbidity and resource utilization. However, a contemporary evaluation of the impact of CF on readmission outcomes following elective colectomy is lacking. We additionally sought to evaluate the role of hospital quality in mediating the effect of CF. METHODS All records for adults undergoing elective colectomy were tabulated from the 2016 to 2020 Nationwide Readmissions Database. Patients readmitted non-electively within 30 days to a non-index center comprised the CF cohort (others: Non-CF). Hierarchical mixed-effects models were constructed to ascertain risk-adjusted rates of major adverse events (MAEs, a composite of in-hospital mortality and any complication) attributable to center-level effects. Hospitals with risk-adjusted MAE rates ≥50th percentile were considered Low-Quality Hospitals (LQHs) (others: High-Quality Hospitals [HQHs]). RESULTS Of 68,185 patients readmitted non-electively within 30 days, 8968 (13.2%) were categorized as CF. On average, CF was older, of greater comorbidity burden, and more often underwent colectomy for cancer, relative to Non-CF. Following risk adjustment, CF remained independently associated with greater likelihood of MAE (adjusted odds ratio [AOR] 1.16, 95% Confidence Interval [CI] 1.05-1.27) and per-patient expenditures (β+$2,280, CI +$1080-3490). Further, readmission to non-index LQH was linked with significantly increased odds of MAE, following initial care at HQH (AOR 1.43, CI 1.03-1.99) and LQH (AOR 1.72, CI 1.30-2.28; Reference: Non-CF). CONCLUSIONS Care fragmentation was associated with greater morbidity and resource utilization at readmission following elective colectomy. Further, rehospitalization at non-index LQH conferred significantly inferior outcomes. Novel efforts are needed to improve continuity of care.
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Affiliation(s)
- Sara Sakowitz
- CORELAB, Department of Surgery, University of California, Los Angeles, CA, USA
| | - Syed Shahyan Bakhtiyar
- CORELAB, Department of Surgery, University of California, Los Angeles, CA, USA
- Department of Surgery, University of Colorado, Denver, CO, USA
| | - Saad Mallick
- CORELAB, Department of Surgery, University of California, Los Angeles, CA, USA
| | - Nam Yong Cho
- CORELAB, Department of Surgery, University of California, Los Angeles, CA, USA
| | - Shineui Kim
- CORELAB, Department of Surgery, University of California, Los Angeles, CA, USA
| | - Nguyen K Le
- CORELAB, Department of Surgery, University of California, Los Angeles, CA, USA
| | - Hanjoo Lee
- CORELAB, Department of Surgery, University of California, Los Angeles, CA, USA
- Division of Colorectal Surgery, Department of Surgery, Harbor-UCLA Medical Center, Torrence, CA, USA
| | - Peyman Benharash
- CORELAB, Department of Surgery, University of California, Los Angeles, CA, USA
- Department of Surgery, University of California, Los Angeles, CA, USA
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Ali K, Vadlakonda A, Sakowitz S, Gao Z, Kim S, Cho NY, Porter G, Benharash P. Income-Based Disparities in Outcomes Following Pediatric Appendectomy: A National Analysis. Am Surg 2024:31348241248791. [PMID: 38641889 DOI: 10.1177/00031348241248791] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/21/2024]
Abstract
BACKGROUND Appendectomy remains a common pediatric surgical procedure with an estimated 80,000 operations performed each year. While prior work has reported the existence of racial disparities in postoperative outcomes, we sought to characterize potential income-based inequalities using a national cohort. METHODS All non-elective pediatric (<18 years) hospitalizations for appendectomy were tabulated in the 2016-2020 National Inpatient Sample. Only those in the highest (HI) and lowest income (LI) quartiles were considered for analysis. Multivariable regression models were developed to assess the independent association of income and postoperative major adverse events (MAE). RESULTS Of an estimated 87,830 patients, 36,845 (42.0%) were HI and 50,985 (58.0%) were LI. On average, LI patients were younger (11 [7-14] vs 12 [8-15] years, P < .001), more frequently insured by Medicaid (70.7 vs 27.3%, P < .05), and more commonly of Hispanic ethnicity (50.8 vs 23.4%, P < .001). Following risk adjustment, the LI cohort was associated with greater odds of MAE (adjusted odds ratio [AOR] 1.30 95% confidence interval [CI] 1.06-1.64). Specifically, low-income status was linked with increased odds of infectious (AOR 1.65, 95% CI 1.12-2.42) and respiratory (AOR 1.67, 95% CI 1.06-2.62) complications. Further, LI was associated with a $1670 decrement in costs ([2220-$1120]) and a +.32-day increase in duration of stay (95% CI [.21-.44]). CONCLUSION Pediatric patients of the lowest income quartile faced increased risk of major adverse events following appendectomy compared to those of highest income. Novel risk stratification methods and standardized care pathways are needed to ameliorate socioeconomic disparities in postoperative outcomes.
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Affiliation(s)
- Konmal Ali
- Department of Surgery, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA
| | - Amulya Vadlakonda
- Department of Surgery, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA
| | - Sara Sakowitz
- Department of Surgery, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA
| | - Zihan Gao
- Department of Surgery, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA
| | - Shineui Kim
- Department of Surgery, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA
| | - Nam Yong Cho
- Department of Surgery, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA
| | - Giselle Porter
- Department of Surgery, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA
| | - Peyman Benharash
- Department of Surgery, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA
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Cho NY, Le NK, Kim S, Ng A, Mallick S, Chervu N, Lee H, Benharash P. Trends in the adoption of diverting loop ileostomy for acute complicated diverticulitis in the United States. Surgery 2024:S0039-6060(24)00143-0. [PMID: 38641544 DOI: 10.1016/j.surg.2024.03.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2023] [Revised: 02/01/2024] [Accepted: 03/05/2024] [Indexed: 04/21/2024]
Abstract
BACKGROUND Acute complicated diverticulitis poses a substantial burden to individual patients and the health care system. A significant proportion of the cases necessitate emergency operations. The choice between Hartmann's procedure and primary anastomosis with diverting loop ileostomy remains controversial. METHODS Using American College of Surgeons National Surgical Quality Improvement Program patient user file data from 2012 to 2020, patients undergoing Hartmann's procedure and primary anastomosis with diverting loop ileostomy for nonelective sigmoidectomy for complicated diverticulitis were identified. Major adverse events, 30-day mortality, perioperative complications, operative duration, reoperation, and 30-day readmissions were assessed. RESULTS Of 16,921 cases, 6.3% underwent primary anastomosis with diverting loop ileostomy, showing a rising trend from 5.3% in 2012 to 8.4% in 2020. Primary anastomosis with diverting loop ileostomy patients, compared to Hartmann's procedure, had similar demographics and fewer severe comorbidities. Primary anastomosis with diverting loop ileostomy exhibited lower rates of major adverse events (24.6% vs 29.3%, P = .001). After risk adjustment, primary anastomosis with diverting loop ileostomy had similar risks of major adverse events and 30-day mortality compared to Hartmann's procedure. While having lower odds of respiratory (adjusted odds ratio 0.61, 95% confidence interval 0.45-0.83) and infectious (adjusted odds ratio 0.78, 95% confidence interval 0.66-0.93) complications, primary anastomosis with diverting loop ileostomy was associated with a 36-minute increment in operative duration and increased odds of 30-day readmission (adjusted odds ratio 1.30, 95% confidence interval 1.07-1.57) compared to Hartmann's procedure. CONCLUSION Primary anastomosis with diverting loop ileostomy displayed comparable odds of major adverse events compared to Hartmann's procedure in acute complicated diverticulitis while mitigating infectious and respiratory complication risks. However, primary anastomosis with diverting loop ileostomy was associated with longer operative times and greater odds of 30-day readmission. Evolving guidelines and increasing primary anastomosis with diverting loop ileostomy use suggest a shift favoring primary anastomosis, especially in complicated diverticulitis. Future investigation of disparities in surgical approaches and patient outcomes is warranted to optimize acute diverticulitis care pathways.
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Affiliation(s)
- Nam Yong Cho
- Depatment of Surgery, David Geffen School of Medicine, University of California-Los Angeles, CA. https://twitter.com/NamYong_Cho
| | - Nguyen K Le
- Depatment of Surgery, David Geffen School of Medicine, University of California-Los Angeles, CA
| | - Shineui Kim
- Depatment of Surgery, David Geffen School of Medicine, University of California-Los Angeles, CA. https://www.twitter.com/Shineeshink
| | - Ayesha Ng
- Depatment of Surgery, David Geffen School of Medicine, University of California-Los Angeles, CA
| | - Saad Mallick
- Depatment of Surgery, David Geffen School of Medicine, University of California-Los Angeles, CA
| | - Nikhil Chervu
- Depatment of Surgery, David Geffen School of Medicine, University of California-Los Angeles, CA
| | - Hanjoo Lee
- Division of Colon and Rectal Surgery, Harbor-UCLA Medical Center, Torrance, CA. https://twitter.com/HanjooLee4
| | - Peyman Benharash
- Depatment of Surgery, David Geffen School of Medicine, University of California-Los Angeles, CA.
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Balian J, Mallick S, Le N, Porter G, Vadlakonda A, Ali K, Kronen E, Benharash P. Association of Interhospital Transfer With Outcomes of Extracorporeal Membrane Oxygenation: A Contemporary Analysis. Am Surg 2024:31348241248699. [PMID: 38634485 DOI: 10.1177/00031348241248699] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/19/2024]
Abstract
BACKGROUND Extracorporeal membrane oxygenation (ECMO) has emerged as a life-sustaining measure for individuals with end-stage cardiopulmonary derangements. An estimated one-third of patients must be transferred to a specialized center to receive this intervention. Therefore, the present study sought to characterize the impact of interhospital transfer (IHT) status on outcomes following ECMO. METHODS The 2016-2020 National Inpatient Sample was queried to identify all adult (≥18 years) hospitalizations for ECMO. Patients were stratified based on transfer status from another acute care hospital. Multivariable regression models were developed to assess the association between transfer status and outcomes of interest. Patient and operative factors associated with IHT were identified using regression. RESULTS Of an estimated 61,180 hospitalizations entailing ECMO, 21,410 (35.0%) were transfers. Annual transfer volume doubled over the study period, from 2915 to 5945 (nptrend < .001). The predicted morality risk of non-transfers decreased between 2016 and 2020 but remained similar in transferred patients. Following adjustment, transfer was associated with increased odds of in-hospital mortality, complications, duration of stay, and hospitalization costs. Patients experiencing transfer were less likely to be of black race and private insurance status. CONCLUSION Despite increasing transfer volume and utilization of ECMO, IHT was associated with significant mortality and hospital complication risks. Further work to reduce adverse outcomes, resource burden, and socioeconomic differences within IHT may improve accessibility to this life-saving modality.
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Affiliation(s)
- Jeffrey Balian
- Cardiovascular Outcomes Research Laboratories (CORELAB), University of California Los Angeles, Los Angeles, CA, USA
| | - Saad Mallick
- Cardiovascular Outcomes Research Laboratories (CORELAB), University of California Los Angeles, Los Angeles, CA, USA
| | - Nguyen Le
- Cardiovascular Outcomes Research Laboratories (CORELAB), University of California Los Angeles, Los Angeles, CA, USA
| | - Giselle Porter
- Cardiovascular Outcomes Research Laboratories (CORELAB), University of California Los Angeles, Los Angeles, CA, USA
| | - Amulya Vadlakonda
- Cardiovascular Outcomes Research Laboratories (CORELAB), University of California Los Angeles, Los Angeles, CA, USA
| | - Konmal Ali
- Cardiovascular Outcomes Research Laboratories (CORELAB), University of California Los Angeles, Los Angeles, CA, USA
| | - Elsa Kronen
- Cardiovascular Outcomes Research Laboratories (CORELAB), University of California Los Angeles, Los Angeles, CA, USA
| | - Peyman Benharash
- Cardiovascular Outcomes Research Laboratories (CORELAB), University of California Los Angeles, Los Angeles, CA, USA
- Division of Cardiac Surgery, Department of Surgery, David Geffen School of Medicine at UCLA, University of California Los Angeles, Los Angeles, CA, USA
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15
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Cho NY, Vadlakonda A, Curry J, Tran Z, Tillou A, de Virgilio C, Benharash P. Association of rurality with short-term outcomes of peripheral vascular trauma. Surgery 2024:S0039-6060(24)00152-1. [PMID: 38614911 DOI: 10.1016/j.surg.2024.03.015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2024] [Revised: 02/24/2024] [Accepted: 03/14/2024] [Indexed: 04/15/2024]
Abstract
BACKGROUND Peripheral vascular trauma is a major contributing factor to long-term disability and mortality among patients with traumatic injuries. However, an analysis focusing on individuals at a high risk of experiencing limb loss due to rural and urban peripheral vascular trauma is lacking. METHOD This was a retrospective analysis of the 2016 to 2020 Nationwide Readmissions Database. Patients (≥18 years) undergoing open or endovascular procedures after admission for peripheral vascular trauma were identified using the 2016 to 2020 Nationwide Readmissions Database. Patients from rural regions were considered Rural, whereas the remainder comprised Urban. The primary outcome of the study was primary amputation. Multivariable regression models were developed to evaluate rurality with outcomes of interest. RESULTS Of 29,083 patients, 4,486 (15.6%) were Rural. Rural were older (41 [28-59] vs 37 [27-54] years, P < .001), with a similar distribution of female sex (23.0 vs 21.3%, P = .09) and transfers from other facilities (2.8 vs 2.5%, P = .34). After adjustment, Rural status was not associated with the odds of mortality (P = .82), with urban as reference. Rural status was, however, associated with greater odds of limb amputation (adjusted odds ratio 1.85, 95% confidence interval 1.47-2.32) and reduced index hospitalization cost by $7,100 (95% confidence interval $3,500-10,800). Additionally, compared to patients from urban locations, rurality was associated with similar odds of non-home discharge and 30-day readmission. Over the study period, the marginal effect of rurality on the risk-adjusted rates of amputation significantly increased (P < .001). CONCLUSION Patients who undergo peripheral vascular trauma management in rural areas appear to increasingly exhibit a higher likelihood of amputation, with lower incremental costs and a lower risk of 30-day readmission. These findings underscore disparities in access to optimal trauma vascular care as well as limited resources in rural regions.
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Affiliation(s)
- Nam Yong Cho
- Cardiovascular Outcomes Research Laboratories (CORELAB), Division of Surgery, David Geffen School of Medicine at UCLA, Los Angeles, CA. https://twitter.com/NamYong_Cho
| | - Amulya Vadlakonda
- Cardiovascular Outcomes Research Laboratories (CORELAB), Division of Surgery, David Geffen School of Medicine at UCLA, Los Angeles, CA
| | - Joanna Curry
- Cardiovascular Outcomes Research Laboratories (CORELAB), Division of Surgery, David Geffen School of Medicine at UCLA, Los Angeles, CA
| | - Zachary Tran
- Cardiovascular Outcomes Research Laboratories (CORELAB), Division of Surgery, David Geffen School of Medicine at UCLA, Los Angeles, CA; Division of Acute Care Surgery, Department of Surgery, Loma Linda University Health, CA. https://twitter.com/DrZacharyTran
| | - Areti Tillou
- Cardiovascular Outcomes Research Laboratories (CORELAB), Division of Surgery, David Geffen School of Medicine at UCLA, Los Angeles, CA; Division of Trauma and Emergency Surgery, Department of Surgery, David Geffen School of Medicine at UCLA, Los Angeles, CA
| | | | - Peyman Benharash
- Cardiovascular Outcomes Research Laboratories (CORELAB), Division of Surgery, David Geffen School of Medicine at UCLA, Los Angeles, CA; Division of Cardiac Surgery, Department of Surgery, David Geffen School of Medicine at UCLA, Los Angeles, CA.
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Vadlakonda A, Curry J, Gao Z, Chervu N, Ali K, Lee H, Thompson CK, Benharash P. Current Status of Contralateral Prophylactic Mastectomy: Investigating Structural Racial Disparity. J Am Coll Surg 2024:00019464-990000000-00961. [PMID: 38602342 DOI: 10.1097/xcs.0000000000001089] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/12/2024]
Abstract
BACKGROUND Contralateral prophylactic mastectomy (CPM) remains a personal decision, influenced by psychosocial factors including cosmesis and peace of mind. While utilization of CPM is disproportionately low among Black patients, the degree to which these disparities are driven by patient- vs hospital-level factors remains unknown. STUDY DESIGN Patients undergoing mastectomy for non-metastatic ductal or lobular breast cancer were tabulated from the 2004-2020 National Cancer Database. The primary endpoint was receipt of CPM. Multivariable logistic regression models were constructed with interaction terms between Black-serving hospital (BSH) status and patient race to evaluate associations with CPM. Cox proportional hazard models were utilized to evaluate long-term survival. RESULTS Of 597,845 women studied, 70,911 (11.9%) were Black. Following multivariable adjustment, Black race (Adjusted Odds Ratio [AOR] 0.65, 95% Confidence Interval [CI] 0.64 - 0.67) and treatment at BSH (AOR 0.84, CI 0.83 - 0.85) were independently linked to lower odds of CPM. Although predicted probability of CPM was universally lower at higher BSH, Black patients faced a steeper reduction compared to White patients. Furthermore, receipt of CPM was linked to improved survival (HR 0.84, CI 0.83 - 0.86), while Black race was associated with a greater hazard ratio of 10-year mortality (HR 1.14, CI 1.12 - 1.17). CONCLUSIONS Hospitals serving a greater proportion of Black patients are less likely to utilize CPM, suggestive of disparities in access to CPM at the institutional level. Further research and education are needed to characterize surgeon-specific and institutional practices in patient counseling and shared decision-making that shape disparities in access to CPM.
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Affiliation(s)
| | - Joanna Curry
- Department of Surgery, University of California, Los Angeles, CA
| | - Zihan Gao
- Department of Surgery, University of California, Los Angeles, CA
| | - Nikhil Chervu
- Department of Surgery, University of California, Los Angeles, CA
| | - Konmal Ali
- Department of Surgery, University of California, Los Angeles, CA
| | - Hanjoo Lee
- Department of Surgery, Harbor-UCLA Medical Center, Torrance, CA
| | - Carlie K Thompson
- Division of General Surgery, Department of Surgery, University of California, Los Angeles, CA
| | - Peyman Benharash
- Department of Surgery, University of California, Los Angeles, CA
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Sakowitz S, Bakhtiyar SS, Gao Z, Mallick S, Vadlakonda A, Coaston T, Balian J, Chervu N, Benharash P. Interhospital Transfer for Emergency General Surgery: A Contemporary National Analysis. Am Surg 2024:31348241244642. [PMID: 38570318 DOI: 10.1177/00031348241244642] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/05/2024]
Abstract
BACKGROUND Patients undergoing emergency general surgery (EGS) often require complex management and transfer to higher acuity facilities, especially given increasing national efforts aimed at centralizing care. We sought to characterize factors and evaluate outcomes associated with interhospital transfer using a contemporary national cohort. METHODS All adult hospitalizations for EGS (appendectomy, cholecystectomy, laparotomy, lysis of adhesions, small/large bowel resection, and perforated ulcer repair) ≤2 days of admission were identified in the 2016-2020 National Inpatient Sample. Patients initially admitted to a different institution and transferred to the operating hospital comprised the Transfer cohort (others: Non-Transfer). Multivariable models were developed to consider the association of Transfer with outcomes of interest. RESULTS Of ∼1 653 169 patients, 107 945 (6.5%) were considered the Transfer cohort. The proportion of patients experiencing interhospital transfer increased from 5.2% to 7.7% (2016-2020, P < .001). On average, Transfer was older, more commonly of White race, and of a higher Elixhauser comorbidity index. After adjustment, increasing age, living in a rural area, receiving care in the Midwest, and decreasing income quartile were associated with greater odds of interhospital transfer. Following risk adjustment, Transfer remained linked with increased odds of in-hospital mortality (AOR 1.64, CI 1.49-1.80), as well as any perioperative complication (AOR 1.33, CI 1.27-1.38; Reference: Non-Transfer). Additionally, Transfer was associated with significantly longer duration of hospitalization (β + 1.04 days, CI + .91-1.17) and greater costs (β+$3,490, CI + 2840-4140). DISCUSSION While incidence of interhospital transfer for EGS is increasing, transfer patients face greater morbidity and resource utilization. Novel interventions are needed to optimize patient selection and improve post-transfer outcomes.
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Affiliation(s)
- Sara Sakowitz
- CORELAB, Department of Surgery, University of California, Los Angeles, Los Angeles, CA, USA
| | - Syed Shahyan Bakhtiyar
- CORELAB, Department of Surgery, University of California, Los Angeles, Los Angeles, CA, USA
- Department of Surgery, University of Colorado, Denver, Aurora, CO, USA
| | - Zihan Gao
- CORELAB, Department of Surgery, University of California, Los Angeles, Los Angeles, CA, USA
| | - Saad Mallick
- CORELAB, Department of Surgery, University of California, Los Angeles, Los Angeles, CA, USA
| | - Amulya Vadlakonda
- CORELAB, Department of Surgery, University of California, Los Angeles, Los Angeles, CA, USA
| | - Troy Coaston
- CORELAB, Department of Surgery, University of California, Los Angeles, Los Angeles, CA, USA
| | - Jeffrey Balian
- CORELAB, Department of Surgery, University of California, Los Angeles, Los Angeles, CA, USA
| | - Nikhil Chervu
- CORELAB, Department of Surgery, University of California, Los Angeles, Los Angeles, CA, USA
- Department of Surgery, University of California, Los Angeles, Los Angeles, CA, USA
| | - Peyman Benharash
- CORELAB, Department of Surgery, University of California, Los Angeles, Los Angeles, CA, USA
- Department of Surgery, University of California, Los Angeles, Los Angeles, CA, USA
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Tran Z, Cho NY, De Polo N, Mukherjee K, Benharash P, Burruss S. Association of Early Rib Plating on Clinical and Financial Outcomes: A National Analysis. Am Surg 2024; 90:754-761. [PMID: 37903489 DOI: 10.1177/00031348231211041] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/01/2023]
Abstract
BACKGROUND With reported improvements in patient outcomes, surgical stabilization of rib fractures (SSRF) has been increasingly adopted. While institutional series have sought to define the role of early SSRF, large scale analysis remains lacking. The present study evaluated clinical and financial outcomes of SSRF in a nationally representative cohort. METHODS Patients (≥16 years) admitted with multiple rib fractures were identified using the 2016-2020 National Inpatient Sample. Those who underwent rib plating >14 days following admission were omitted. Using restricted cubic spline analysis, patients who underwent SSRF within 2 days of hospitalization were classified as Expedited while fixation >2 days were deemed Routine. Multivariable regressions were used to evaluate the association of operative timing on outcomes of interest. RESULTS Of 8150 patients meeting final inclusion criteria, 4090 (50.2%) were Expedited. Compared to Routine, Expedited tended to be older but were of comparable race, primary payer, and income quartile. Traumatic mechanism was also similar but rates of concomitant sternal fracture as well as intra-abdominal and cardiac injuries were higher in Routine. After adjustment, Expedited was associated with lower odds of respiratory complications, which included need for mechanical ventilation, prolonged mechanical ventilation, and pneumonia, compared to Routine. Expedited was associated with similar hospitalization duration but had lower incremental costs (β: -$19.1 K, 95% CI: -24.1 to -14.2). DISCUSSION Early SSRF was associated with lower likelihood of a number of respiratory complications and in-hospital costs. While patient selection criteria may limit our findings, expeditious fixation may limit morbidity while enhancing value of care.
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Affiliation(s)
- Zachary Tran
- Division of Acute Care Surgery, Department of Surgery, Loma Linda University Medical Center, Loma Linda, CA, USA
- Outcomes Research Laboratories (CORELAB), David Geffen School of Medicine, University of California, Los Angeles, CA, USA
| | - Nam Yong Cho
- Outcomes Research Laboratories (CORELAB), David Geffen School of Medicine, University of California, Los Angeles, CA, USA
| | - Nicole De Polo
- Division of Acute Care Surgery, Department of Surgery, Loma Linda University Medical Center, Loma Linda, CA, USA
| | - Kaushik Mukherjee
- Division of Acute Care Surgery, Department of Surgery, Loma Linda University Medical Center, Loma Linda, CA, USA
| | - Peyman Benharash
- Outcomes Research Laboratories (CORELAB), David Geffen School of Medicine, University of California, Los Angeles, CA, USA
| | - Sigrid Burruss
- Division of Acute Care Surgery, Department of Surgery, Loma Linda University Medical Center, Loma Linda, CA, USA
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Ng AP, Chervu N, Porter G, Mallick S, Le N, Benharash P, Lee H. Cost variation of nonelective surgery for ulcerative colitis across the United States. J Gastrointest Surg 2024; 28:488-493. [PMID: 38583900 DOI: 10.1016/j.gassur.2024.01.036] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/13/2023] [Revised: 01/07/2024] [Accepted: 01/27/2024] [Indexed: 04/09/2024]
Abstract
BACKGROUND Although clinical outcomes of surgery for ulcerative colitis (UC) have improved in the modern biologic era, expenditures continue to increase. A contemporary cost analysis of UC operative care is lacking. The present study aimed to characterize risk factors and center-level variation in hospitalization costs after nonelective resection for UC. METHODS All adults with UC in the 2016-2020 Nationwide Readmissions Database undergoing nonelective colectomy or rectal resection were identified. Mixed-effects models were developed to evaluate patient and hospital factors associated with costs. Random effects were estimated and used to rank hospitals by increasing risk-adjusted center-level costs. High-cost hospitals (HCHs) in the top decile of expenditure were identified, and their association with select outcomes was subsequently assessed. RESULTS An estimated 10,280 patients met study criteria with median index hospitalization costs of $40,300 (IQR, $26,400-$65,000). Increased time to surgery was significantly associated with a +$2500 increment in costs per day. Compared with low-volume hospitals, medium- and high-volume centers demonstrated a -$5900 and -$8200 reduction in costs, respectively. Approximately 19.2% of variability in costs was attributable to interhospital differences rather than patient factors. Although mortality and readmission rates were similar, HCH status was significantly associated with increased complications (adjusted odds ratio [AOR], 1.39), length of stay (+10.1 days), and nonhome discharge (AOR, 1.78). CONCLUSION The present work identified significant hospital-level variation in the costs of nonelective operations for UC. Further efforts to optimize time to surgery and regionalize care to higher-volume centers may improve the value of UC surgical care in the United States.
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Affiliation(s)
- Ayesha P Ng
- Cardiovascular Outcomes Research Laboratories, David Geffen School of Medicine at UCLA, Los Angeles, California, United States
| | - Nikhil Chervu
- Cardiovascular Outcomes Research Laboratories, David Geffen School of Medicine at UCLA, Los Angeles, California, United States
| | - Giselle Porter
- Cardiovascular Outcomes Research Laboratories, David Geffen School of Medicine at UCLA, Los Angeles, California, United States
| | - Saad Mallick
- Cardiovascular Outcomes Research Laboratories, David Geffen School of Medicine at UCLA, Los Angeles, California, United States
| | - Nguyen Le
- Cardiovascular Outcomes Research Laboratories, David Geffen School of Medicine at UCLA, Los Angeles, California, United States
| | - Peyman Benharash
- Cardiovascular Outcomes Research Laboratories, David Geffen School of Medicine at UCLA, Los Angeles, California, United States; Division of Cardiac Surgery, Department of Surgery, David Geffen School of Medicine at UCLA, Los Angeles, California, United States
| | - Hanjoo Lee
- Division of Colon and Rectal Surgery, Department of Surgery, Harbor-UCLA Medical Center, Torrance, California, United States.
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20
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Kim S, Hadaya J, Joachim K, Ali K, Mallick S, Cho NY, Benharash P, Lee H. Care fragmentation is associated with increased mortality after ileostomy creation. Surgery 2024; 175:1000-1006. [PMID: 38161087 DOI: 10.1016/j.surg.2023.11.019] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2023] [Revised: 11/06/2023] [Accepted: 11/17/2023] [Indexed: 01/03/2024]
Abstract
BACKGROUND Ileostomy is the mainstay treatment option for various gastrointestinal conditions. Given the increased risk of post-discharge complications and high readmission rates that can be further aggravated by receiving care at different facilities (care fragmentation), further examination is necessary. We thus used a national cohort to explore the associations of care fragmentation among ileostomy patients experiencing adverse outcomes and increased hospitalization expenditures. METHODS All adult hospitalizations for ileostomy were tabulated from the 2016 to 2020 Nationwide Readmissions Database. Those readmitted within 90 days after discharge were included for analysis. Patients treated at a different facility than the original location where the index ileostomy was performed were categorized into the care-fragmented cohort. Multivariable regressions were developed to characterize the association of the care-fragmented cohort with postoperative outcomes, readmissions, and expenditures. RESULTS Of 52,254 patients with ileostomy creation hospitalizations with 90-day nonelective readmission, 9,045 (17.3%) experienced care fragmentation. Following risk adjustment, those experiencing care fragmentation faced increased odds of mortality (adjusted odds ratio 1.81, 95% confidence interval 1.54-2.12), cardiac (adjusted odds ratio 1.63, 95% confidence interval 1.42-1.85), respiratory (adjusted odds ratio 1.71, 95% confidence interval 1.53-1.91), infectious (adjusted odds ratio 1.33, 95% confidence interval 1.23-1.43), and thromboembolic (adjusted odds ratio 1.28, 95% confidence interval 1.13-1.45) complications. Furthermore, patients experiencing care fragmentation were more likely to have increased hospitalization costs ($1,700, 95% confidence interval 0.8-2.5). CONCLUSION Care fragmentation in ileostomy patients demonstrated an increased risk for mortality, postoperative complications, and increased hospitalization expenses. To mitigate risks for adverse outcomes, future studies should evaluate the impacts of inter-hospital communication with the goal of improving care continuity and optimizing healthcare delivery for care-fragmented populations.
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Affiliation(s)
- Shineui Kim
- Cardiovascular Outcomes Research Laboratories (CORELAB), University of California Los Angeles, CA. https://twitter.com/shineeshink
| | - Joseph Hadaya
- Cardiovascular Outcomes Research Laboratories (CORELAB), University of California Los Angeles, CA; Department of Surgery, David Geffen School of Medicine at UCLA, University of California Los Angeles, CA
| | - Kole Joachim
- Cardiovascular Outcomes Research Laboratories (CORELAB), University of California Los Angeles, CA
| | - Konmal Ali
- Cardiovascular Outcomes Research Laboratories (CORELAB), University of California Los Angeles, CA
| | - Saad Mallick
- Cardiovascular Outcomes Research Laboratories (CORELAB), University of California Los Angeles, CA
| | - Nam Yong Cho
- Cardiovascular Outcomes Research Laboratories (CORELAB), University of California Los Angeles, CA. https://twitter.com/NamYong_Cho
| | - Peyman Benharash
- Cardiovascular Outcomes Research Laboratories (CORELAB), University of California Los Angeles, CA; Department of Surgery, David Geffen School of Medicine at UCLA, University of California Los Angeles, CA
| | - Hanjoo Lee
- Department of Surgery, Harbor-UCLA Medical Center, Torrance, CA.
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21
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Ng AP, Chervu N, Branche C, Bakhtiyar SS, Marzban M, Toste PA, Benharash P. National clinical and financial outcomes associated with acute kidney injury following esophagectomy for cancer. PLoS One 2024; 19:e0300876. [PMID: 38547215 PMCID: PMC10977786 DOI: 10.1371/journal.pone.0300876] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2023] [Accepted: 03/06/2024] [Indexed: 04/02/2024] Open
Abstract
BACKGROUND Esophagectomy is a complex oncologic operation associated with high rates of postoperative complications. While respiratory and septic complications have been well-defined, the implications of acute kidney injury (AKI) remain unclear. Using a nationally representative database, we aimed to characterize the association of AKI with mortality, resource use, and 30-day readmission. METHODS All adults undergoing elective esophagectomy with a diagnosis of esophageal or gastric cancer were identified in the 2010-2019 Nationwide Readmissions Database. Study cohorts were stratified based on presence of AKI. Multivariable regressions and Royston-Parmar survival analysis were used to evaluate the independent association between AKI and outcomes of interest. RESULTS Of an estimated 40,438 patients, 3,210 (7.9%) developed AKI. Over the 10-year study period, the incidence of AKI increased from 6.4% to 9.7%. Prior radiation/chemotherapy and minimally invasive operations were associated with reduced odds of AKI, whereas public insurance coverage and concurrent infectious and respiratory complications had greater risk of AKI. After risk adjustment, AKI remained independently associated with greater odds of in-hospital mortality (AOR: 4.59, 95% CI: 3.62-5.83) and had significantly increased attributable costs ($112,000 vs $54,000) and length of stay (25.7 vs 13.3 days) compared to patients without AKI. Furthermore, AKI demonstrated significantly increased hazard of 30-day readmission (hazard ratio: 1.16, 95% CI: 1.01-1.32). CONCLUSIONS AKI after esophagectomy is associated with greater risk of mortality, hospitalization costs, and 30-day readmission. Given the significant adverse consequences of AKI, careful perioperative management to mitigate this complication may improve quality of esophageal surgical care at the national level.
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Affiliation(s)
- Ayesha P. Ng
- Cardiovascular Outcomes Research Laboratories, David Geffen School of Medicine at UCLA, Los Angeles, California, United States of America
| | - Nikhil Chervu
- Cardiovascular Outcomes Research Laboratories, David Geffen School of Medicine at UCLA, Los Angeles, California, United States of America
- Department of Surgery, David Geffen School of Medicine at UCLA, Los Angeles, California, United States of America
| | - Corynn Branche
- Cardiovascular Outcomes Research Laboratories, David Geffen School of Medicine at UCLA, Los Angeles, California, United States of America
| | - Syed Shahyan Bakhtiyar
- Cardiovascular Outcomes Research Laboratories, David Geffen School of Medicine at UCLA, Los Angeles, California, United States of America
- Department of Surgery, David Geffen School of Medicine at UCLA, Los Angeles, California, United States of America
- Department of Surgery, University of Colorado Anschutz Medical Center, Aurora, Colorado, United States of America
| | - Mehrab Marzban
- Cardiovascular Outcomes Research Laboratories, David Geffen School of Medicine at UCLA, Los Angeles, California, United States of America
| | - Paul A. Toste
- Department of Surgery, David Geffen School of Medicine at UCLA, Los Angeles, California, United States of America
| | - Peyman Benharash
- Cardiovascular Outcomes Research Laboratories, David Geffen School of Medicine at UCLA, Los Angeles, California, United States of America
- Department of Surgery, David Geffen School of Medicine at UCLA, Los Angeles, California, United States of America
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Sakowitz S, Bakhtiyar SS, Curry J, Mallick S, Vadlakonda A, Ali K, Sanaiha Y, Benharash P. Off-Pump Coronary Artery Bypass Grafting Does Not Confer Superior Outcomes Among Frail Patients. Am J Cardiol 2024; 220:16-22. [PMID: 38527578 DOI: 10.1016/j.amjcard.2024.03.017] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/21/2023] [Revised: 02/17/2024] [Accepted: 03/17/2024] [Indexed: 03/27/2024]
Abstract
Off-pump coronary revascularization (OPCAB) has been proposed to benefit patients who are at a greater surgical risk because it avoids the use of extracorporeal circulation. Although, historically, older patients were considered high-risk candidates, recent studies implicate frailty as a more comprehensive measure of perioperative fitness. Yet, the outcomes of OPCAB in frail patients have not been elucidated. Thus, using a national cohort of frail patients, we assessed the impact of OPCAB relative to on-pump coronary revascularization (ONCAB). Patients who underwent first-time elective coronary revascularization were tabulated from the 2010 to 2020 Nationwide Readmissions Database. Frailty was assessed using the previously-validated Johns Hopkins Adjusted Clinical Groups indicator. Multivariable models were used to consider the independent associations between OPCAB and the key outcomes. Of ∼26,529 frail patients, 6,322 (23.8%) underwent OPCAB. After risk adjustment and compared with ONCAB, OPCAB was linked with similar odds of in-hospital mortality but greater likelihood of postoperative cardiac arrest (adjusted odds ratio [AOR] 1.53, confidence interval [CI] 1.13 to 2.07) and myocardial infarction (AOR 1.44, CI 1.23 to 1.69). OPCAB was further associated with greater odds of postoperative infection (AOR 1.22, CI 1.02 to 1.47) but decreased need for blood transfusion (AOR 0.68, CI 0.60 to 0.77). In addition, OPCAB faced a +0.86-day increase in length of stay (CI 0.21 to 1.51) but similar costs (β $1,610, CI -$1,240 to 4,460) relative to ONCAB. Although OPCAB was associated with no difference in mortality compared with ONCAB, it was linked with greater likelihood of postoperative cardiac arrest and myocardial infarction. Our findings demonstrate that ONCAB remains associated with superior outcomes, even in the growing population of frail patients who underwent coronary revascularization.
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Affiliation(s)
- Sara Sakowitz
- Cardiovascular Outcomes Research Laboratories (CORELAB), Division of Cardiac Surgery, University of California, Los Angeles, California
| | - Syed Shahyan Bakhtiyar
- Cardiovascular Outcomes Research Laboratories (CORELAB), Division of Cardiac Surgery, University of California, Los Angeles, California; Department of Surgery, University of Colorado, Aurora, Colorado
| | - Joanna Curry
- Cardiovascular Outcomes Research Laboratories (CORELAB), Division of Cardiac Surgery, University of California, Los Angeles, California
| | - Saad Mallick
- Cardiovascular Outcomes Research Laboratories (CORELAB), Division of Cardiac Surgery, University of California, Los Angeles, California
| | - Amulya Vadlakonda
- Cardiovascular Outcomes Research Laboratories (CORELAB), Division of Cardiac Surgery, University of California, Los Angeles, California
| | - Konmal Ali
- Cardiovascular Outcomes Research Laboratories (CORELAB), Division of Cardiac Surgery, University of California, Los Angeles, California
| | - Yas Sanaiha
- Cardiovascular Outcomes Research Laboratories (CORELAB), Division of Cardiac Surgery, University of California, Los Angeles, California; Department of Surgery, Division of Cardiac Surgery, University of California, Los Angeles, California
| | - Peyman Benharash
- Cardiovascular Outcomes Research Laboratories (CORELAB), Division of Cardiac Surgery, University of California, Los Angeles, California; Department of Surgery, Division of Cardiac Surgery, University of California, Los Angeles, California.
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Toppen W, Cho NY, Sareh S, Kjellberg A, Medak A, Benharash P, Lindholm P. Contemporary national outcomes of hyperbaric oxygen therapy in necrotizing soft tissue infections. PLoS One 2024; 19:e0300738. [PMID: 38512943 PMCID: PMC10956790 DOI: 10.1371/journal.pone.0300738] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2023] [Accepted: 03/04/2024] [Indexed: 03/23/2024] Open
Abstract
BACKGROUND The role of hyperbaric oxygen therapy (HBOT) in necrotizing soft tissue infections (NSTI) is mainly based on small retrospective studies. A previous study using the 1998-2009 National Inpatient Sample (NIS) found HBOT to be associated with decreased mortality in NSTI. Given the argument of advancements in critical care, we aimed to investigate the continued role of HBOT in NSTI. METHODS The 2012-2020 National Inpatient Sample (NIS) was queried for NSTI admissions who received surgery. 60,481 patients between 2012-2020 were included, 600 (<1%) underwent HBOT. Primary outcome was in-hospital mortality. Secondary outcomes included amputation, hospital length of stay, and costs. A multivariate model was constructed to account for baseline differences in groups. RESULTS Age, gender, and comorbidities were similar between the two groups. On bivariate comparison, the HBOT group had lower mortality rate (<2% vs 5.9%, p<0.001) and lower amputation rate (11.8% vs 18.3%, p<0.001) however, longer lengths of stay (16.9 days vs 14.6 days, p<0.001) and higher costs ($54,000 vs $46,000, p<0.001). After multivariate analysis, HBOT was associated with decreased mortality (Adjusted Odds Ratio (AOR) 0.22, 95% CI 0.09-0.53, P<0.001) and lower risk of amputation (AOR 0.73, 95% CI 0.55-0.96, P = 0.03). HBO was associated with longer stays by 1.6 days (95% CI 0.4-2.7 days) and increased costs by $7,800 (95% CI $2,200-$13,300), they also had significantly lower risks of non-home discharges (AOR 0.79, 95%CI 0.65-0.96). CONCLUSIONS After correction for differences, HBOT was associated with decreased mortality, amputations, and non-home discharges in NSTI with the tradeoff of increase to costs and length of stay.
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Affiliation(s)
- William Toppen
- Division of Hyperbaric Medicine, Department of Emergency Medicine, University of California San Diego, San Diego, CA, United States of America
| | - Nam Yong Cho
- Cardiovascular Outcomes Research Laboratories, Division of Cardiac Surgery, David Geffen School of Medicine at UCLA, Los Angeles, CA, United States of America
| | - Sohail Sareh
- Cardiovascular Outcomes Research Laboratories, Division of Cardiac Surgery, David Geffen School of Medicine at UCLA, Los Angeles, CA, United States of America
| | - Anders Kjellberg
- Dept. Physiology and Pharmacology, Karolinska Institute, Stockholm, Sweden
- Hyperbaric Medicine, Medical Unit Intensive Care and Thoracic Surgery, Perioperative Medicine and Intensive Care, Karolinska University Hospital, Stockholm, Sweden
| | - Anthony Medak
- Division of Hyperbaric Medicine, Department of Emergency Medicine, University of California San Diego, San Diego, CA, United States of America
| | - Peyman Benharash
- Cardiovascular Outcomes Research Laboratories, Division of Cardiac Surgery, David Geffen School of Medicine at UCLA, Los Angeles, CA, United States of America
| | - Peter Lindholm
- Division of Hyperbaric Medicine, Department of Emergency Medicine, University of California San Diego, San Diego, CA, United States of America
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Ng AP, Cho NY, Kim S, Ali K, Mallick S, Lee H, Benharash P. National analysis of racial disparities in emergent surgery for colorectal cancer. Surg Open Sci 2024; 18:35-41. [PMID: 38318320 PMCID: PMC10838942 DOI: 10.1016/j.sopen.2024.01.013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2024] [Accepted: 01/16/2024] [Indexed: 02/07/2024] Open
Abstract
Background Racial disparities in access to preoperative evaluation for colorectal cancer remain unclear. Emergent admission may indicate lack of access to timely care. The present work aimed to evaluate the association of admission type with race among patients undergoing colorectal cancer surgery. Methods All adults undergoing resection for colorectal cancer in 2011-2020 National Inpatient Sample were identified. Multivariable regression models were developed to examine the association of admission type with race. Primary outcome was major adverse events (MAE), including mortality and complications. Secondary outcomes included costs and length of stay (LOS). Interaction terms between year, admission type, and race were used to analyze trends. Results Of 722,736 patients, 67.6 % had Elective and 32.4 % Emergent admission. Black (AOR 1.38 [95 % CI 1.33-1.44]), Hispanic (1.45 [1.38-1.53]), and Asian/Pacific Islander or Native American (1.25 [1.18-1.32]) race were associated with significantly increased odds of Emergent operation relative to White. Over the study period, non-White patients consistently comprised over 5 % greater proportion of the Emergent cohort compared to Elective. Furthermore, Emergent admission was associated with 3-fold increase in mortality and complications, 5-day increment in LOS, and $10,100 increase in costs. MAE rates among Emergent patients remained greater than Elective with a widening gap over time. Non-White patients experienced significantly increased MAE regardless of admission type. Conclusion Non-White race was associated with increased odds of emergent colorectal cancer resection. Given the persistent disparity over the past decade, systematic approaches to alleviate racial inequities in colorectal cancer screening and improve access to timely surgical treatment are warranted.
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Affiliation(s)
- Ayesha P. Ng
- Cardiovascular Outcomes Research Laboratories, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA
| | - Nam Yong Cho
- Cardiovascular Outcomes Research Laboratories, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA
| | - Shineui Kim
- Cardiovascular Outcomes Research Laboratories, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA
| | - Konmal Ali
- Cardiovascular Outcomes Research Laboratories, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA
| | - Saad Mallick
- Cardiovascular Outcomes Research Laboratories, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA
| | - Hanjoo Lee
- Division of Colon and Rectal Surgery, Department of Surgery, Harbor-UCLA Medical Center, Torrance, CA, USA
| | - Peyman Benharash
- Cardiovascular Outcomes Research Laboratories, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA
- Division of Cardiac Surgery, Department of Surgery, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA
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Sakowitz S, Bakhtiyar SS, Mallick S, Curry J, Ascandar N, Benharash P. Impact of Community Socioeconomic Distress on Survival Following Heart Transplantation. Ann Surg 2024; 279:376-382. [PMID: 37641948 DOI: 10.1097/sla.0000000000006088] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/31/2023]
Abstract
OBJECTIVE The aim of this study was to assess the impact of community-level socioeconomic deprivation on survival outcomes following heart transplantation. BACKGROUND Despite growing awareness of socioeconomic disparities in the US health care system, significant inequities in outcomes remain. While recent literature has increasingly considered the effects of structural socioeconomic deprivation, the impact of community socioeconomic distress on outcomes following heart transplantation has not yet been elucidated. METHODS All adult heart transplant recipients from 2004 to 2022 were ascertained from the Organ Procurement and Transplantation Network. Community socioeconomic distress was assessed using the previously validated Distressed Communities Index, a metric that represents education level, housing vacancies, unemployment, poverty rate, median household income, and business growth by zip code. Communities in the highest quintile were considered the Distressed cohort (others: Non-Distressed ). Outcomes were considered across 2 eras (2004-2018 and 2019-2022) to account for the 2018 UNOS Policy Change. Three- and 5-year patient and graft survival were assessed using Kaplan-Meier and Cox proportional hazards models. RESULTS Of 36,777 heart transplants, 7450 (20%) were considered distressed . Following adjustment, distressed recipients demonstrated a greater hazard of 5-year mortality from 2004 to 2018 [hazard ratio (HR)=1.10, 95% confidence interval (CI): 1.03-1.18; P =0.005] and 3-year mortality from 2019 to 2022 (HR=1.29, 95% CI: 1.10-1.51; P =0.002), relative to nondistressed . Similarly, the distressed group was associated with increased hazard of graft failure at 5 years from 2004 to 2018 (HR=1.10, 95% CI: 1.03-1.18; P =0.003) and at 3 years from 2019 to 2022 (HR=1.31, 95% CI: 1.11-1.53; P =0.001). CONCLUSIONS Community-level socioeconomic deprivation is linked with inferior patient and graft survival following heart transplantation. Future interventions are needed to address pervasive socioeconomic inequities in transplantation outcomes.
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Affiliation(s)
- Sara Sakowitz
- Cardiovascular Outcomes Research Laboratories (CORELAB), University of California, Los Angeles, Los Angeles, CA
| | - Syed Shahyan Bakhtiyar
- Cardiovascular Outcomes Research Laboratories (CORELAB), University of California, Los Angeles, Los Angeles, CA
- Department of Surgery, University of Colorado, Aurora, CO
| | - Saad Mallick
- Cardiovascular Outcomes Research Laboratories (CORELAB), University of California, Los Angeles, Los Angeles, CA
| | - Joanna Curry
- Cardiovascular Outcomes Research Laboratories (CORELAB), University of California, Los Angeles, Los Angeles, CA
| | - Nameer Ascandar
- Cardiovascular Outcomes Research Laboratories (CORELAB), University of California, Los Angeles, Los Angeles, CA
| | - Peyman Benharash
- Cardiovascular Outcomes Research Laboratories (CORELAB), University of California, Los Angeles, Los Angeles, CA
- Department of Surgery, Division of Cardiac Surgery, University of California, Los Angeles, Los Angeles, CA
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Curry J, Chervu N, Cho NY, Hadaya J, Vadlakonda A, Kim S, Keeley J, Benharash P. Percutaneous cholecystostomy tube placement as a bridge to cholecystectomy for grade III acute cholecystitis: A national analysis. Surg Open Sci 2024; 18:6-10. [PMID: 38312302 PMCID: PMC10831282 DOI: 10.1016/j.sopen.2024.01.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2023] [Accepted: 01/10/2024] [Indexed: 02/06/2024] Open
Abstract
Introduction Percutaneous cholecystostomy (PCT) is an alternative to cholecystectomy (CCY) in high-risk surgical candidates with severe acute cholecystitis. A subset of these patients ultimately undergo delayed CCY. We therefore compared outcomes of delayed CCY in patients with grade III acute cholecystitis who received a PCT on index admission, to those who did not. Methods Non-elective adult hospitalizations for grade III acute cholecystitis that underwent delayed CCY were identified in the 2016-2020 Nationwide Readmission Database. Patients who received a PCT during their index admission comprised the PCT group (others: Non-PCT). Outcomes were assessed for the CCY hospitalization. Entropy balancing was used to generate sample weights to adjust for differences in baseline characteristics. Regression models were created to evaluate the association between PCT and the outcomes of interest. Results Of an estimated 13,782 patients, 13.3 % comprised PCT. Compared to Non-PCT, PCT were older (71.1 ± 13.1 vs 67.4 ± 15.3 years) and more commonly in the highest income quartile (22.5 vs 16.1 %, both p < 0.001). After risk adjustment, PCT was associated with reduced odds of respiratory (AOR 0.67, CI 0.54-0.83) and infectious (AOR 0.77, CI 0.62-0.96) complications after eventual CCY. Finally, PCT had comparable pLOS (β +0.31, CI [-0.14, 0.77]) and operative hospitalization costs (β $800, CI [-2300, +600]). Conclusion In the present study, PCT was associated with decreased odds of perioperative complications and comparable resource utilization upon readmission CCY. Our findings suggest that PCT may be helpful in bridging patients with grade III acute cholecystitis to eventual CCY.
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Affiliation(s)
- Joanna Curry
- Cardiovascular Outcomes Research Laboratories (CORELAB), University of California Los Angeles, California, USA
| | - Nikhil Chervu
- Cardiovascular Outcomes Research Laboratories (CORELAB), University of California Los Angeles, California, USA
- Department of Surgery, David Geffen School of Medicine at UCLA, University of California Los Angeles, California, USA
| | - Nam Yong Cho
- Cardiovascular Outcomes Research Laboratories (CORELAB), University of California Los Angeles, California, USA
| | - Joseph Hadaya
- Cardiovascular Outcomes Research Laboratories (CORELAB), University of California Los Angeles, California, USA
- Department of Surgery, David Geffen School of Medicine at UCLA, University of California Los Angeles, California, USA
| | - Amulya Vadlakonda
- Cardiovascular Outcomes Research Laboratories (CORELAB), University of California Los Angeles, California, USA
| | - Shineui Kim
- Cardiovascular Outcomes Research Laboratories (CORELAB), University of California Los Angeles, California, USA
| | - Jessica Keeley
- Department of Surgery, Harbor-UCLA Medical Center, Torrance, CA, USA
| | - Peyman Benharash
- Cardiovascular Outcomes Research Laboratories (CORELAB), University of California Los Angeles, California, USA
- Department of Surgery, David Geffen School of Medicine at UCLA, University of California Los Angeles, California, USA
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Verma A, Williamson CG, Bakhtiyar SS, Hadaya J, Hekking T, Kronen E, Si MS, Benharash P. Center-Level Variation in Failure to Rescue After Pediatric Cardiac Surgery. Ann Thorac Surg 2024; 117:552-559. [PMID: 37182822 DOI: 10.1016/j.athoracsur.2023.05.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/08/2022] [Revised: 04/17/2023] [Accepted: 05/01/2023] [Indexed: 05/16/2023]
Abstract
BACKGROUND Although failure to rescue (FTR) is increasingly recognized as a quality metric, studies in congenital cardiac surgery remain sparse. Within a national cohort of children undergoing cardiac operations, we characterized the presence of center-level variation in FTR and hypothesized a strong association with mortality but not complications. METHODS All children undergoing congenital cardiac operations were identified in the 2013 to 2019 Nationwide Readmissions Database. FTR was defined as in-hospital death after cardiac arrest, ventricular tachycardia/fibrillation, prolonged mechanical ventilation, pneumonia, stroke, venous thromboembolism, or sepsis, among other complications. Hierarchical models were used to generate hospital-specific, risk-adjusted rates of mortality, complications, and FTR. Centers in the highest decile of FTR were identified and compared with others. RESULTS Of an estimated 74,070 patients, 1.9% died before discharge, at least 1 perioperative complication developed in 43.0%, and 4.1% experienced FTR. After multilevel modeling, decreasing age, nonelective admission, and increasing operative complexity were associated with greater odds of FTR. Variations in overall mortality and FTR exhibited a strong, positive relationship (r = 0.97), whereas mortality and complications had a negligible association (r = -0.02). Compared with others, patients at centers with high rates of FTR had similar distributions of age, sex, chronic conditions, and operative complexity. CONCLUSIONS In the present study, center-level variations in mortality were more strongly explained by differences in FTR than complications. Our findings suggest the utility of FTR as a quality metric for congenital heart surgery, although further study is needed to develop a widely accepted definition and appropriate risk-adjustment models.
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Affiliation(s)
- Arjun Verma
- Cardiovascular Outcomes Research Laboratories (CORELAB), David Geffen School of Medicine at UCLA, University of California, Los Angeles, Los Angeles, California
| | - Catherine G Williamson
- Cardiovascular Outcomes Research Laboratories (CORELAB), David Geffen School of Medicine at UCLA, University of California, Los Angeles, Los Angeles, California
| | - Syed Shahyan Bakhtiyar
- Cardiovascular Outcomes Research Laboratories (CORELAB), David Geffen School of Medicine at UCLA, University of California, Los Angeles, Los Angeles, California; Department of Surgery, David Geffen School of Medicine at UCLA, University of California, Los Angeles, Los Angeles, California; Department of Surgery, University of Colorado Anschutz Medical Center, Aurora, Colorado
| | - Joseph Hadaya
- Cardiovascular Outcomes Research Laboratories (CORELAB), David Geffen School of Medicine at UCLA, University of California, Los Angeles, Los Angeles, California; Department of Surgery, David Geffen School of Medicine at UCLA, University of California, Los Angeles, Los Angeles, California
| | - Tyson Hekking
- Department of Pediatrics, David Geffen School of Medicine at UCLA, University of California, Los Angeles, Los Angeles, California
| | - Elsa Kronen
- Cardiovascular Outcomes Research Laboratories (CORELAB), David Geffen School of Medicine at UCLA, University of California, Los Angeles, Los Angeles, California
| | - Ming-Sing Si
- Division of Cardiac Surgery, Department of Surgery, David Geffen School of Medicine at UCLA, University of California, Los Angeles, Los Angeles, California
| | - Peyman Benharash
- Cardiovascular Outcomes Research Laboratories (CORELAB), David Geffen School of Medicine at UCLA, University of California, Los Angeles, Los Angeles, California; Division of Cardiac Surgery, Department of Surgery, David Geffen School of Medicine at UCLA, University of California, Los Angeles, Los Angeles, California.
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Bakhtiyar SS, Sakowitz S, Benharash P. Navigating Combined Heart-Liver Transplantation in Adults with Congenital Heart Disease: Reflections on National Trends. Ann Thorac Surg 2024:S0003-4975(24)00169-3. [PMID: 38432519 DOI: 10.1016/j.athoracsur.2024.02.025] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/20/2024] [Accepted: 02/25/2024] [Indexed: 03/05/2024]
Affiliation(s)
- Syed Shahyan Bakhtiyar
- Cardiovascular Outcomes Research Laboratories, University of California, 10833 Le Conte Avenue, Los Angeles, CA 90095
| | - Sara Sakowitz
- Cardiovascular Outcomes Research Laboratories, University of California, 10833 Le Conte Avenue, Los Angeles, CA 90095
| | - Peyman Benharash
- Cardiovascular Outcomes Research Laboratories, University of California, 10833 Le Conte Avenue, Los Angeles, CA 90095.
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Curry J, Coaston T, Vadlakonda A, Sakowitz S, Mallick S, Chervu N, Khoraminejad B, Benharash P. Trends, outcomes, and factors associated with in-hospital opioid overdose following major surgery. Surg Open Sci 2024; 18:111-116. [PMID: 38523845 PMCID: PMC10957460 DOI: 10.1016/j.sopen.2024.03.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2024] [Accepted: 03/06/2024] [Indexed: 03/26/2024] Open
Abstract
Background With the growing opioid epidemic across the US, in-hospital utilization of opioids has garnered increasing attention. Using a national cohort, this study sought to characterize trends, outcomes, and factors associated with in-hospital opioid overdose (OD) following major elective operations. Methods We identified all adult (≥18 years) hospitalizations entailing select elective procedures in the 2016-2020 National Inpatient Sample. Patients who experienced in-hospital opioid overdose were characterized as OD (others: Non-OD). The primary outcome of interest was in-hospital OD. Multivariable logistic and linear regression models were developed to evaluate the association between in-hospital OD and mortality, length of stay (LOS), hospitalization costs, and non-home discharge. Results Of an estimated 11,096,064 hospitalizations meeting study criteria, 5375 (0.05 %) experienced a perioperative OD. Compared to others, OD were older (66 [57-73] vs 64 [54-72] years, p < 0.001), more commonly female (66.3 vs 56.7 %, p < 0.001), and in the lowest income quartile (26.4 vs 23.2 %, p < 0.001). After adjustment, female sex (Adjusted Odds Ratio [AOR] 1.68, 95 % Confidence Interval [CI] 1.47-1.91, p < 0.001), White race (AOR 1.19, CI 1.01-1.42, p = 0.04), and history of substance use disorder (AOR 2.51, CI 1.87-3.37, p < 0.001) were associated with greater likelihood of OD. Finally, OD was associated with increased LOS (β +1.91 days, CI [1.60-2.21], p < 0.001), hospitalization costs (β +$7500, CI [5900-9100], p < 0.001), and greater odds of non-home discharge (AOR 2.00, CI 1.61-2.48, p < 0.001). Conclusion Perioperative OD remains a rare but costly complication after elective surgery. While pain control remains a priority postoperatively, protocols and recovery pathways must be re-examined to ensure patient safety.
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Affiliation(s)
- Joanna Curry
- Cardiovascular Outcomes Research Laboratories, Division of Cardiac Surgery, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA
| | - Troy Coaston
- Cardiovascular Outcomes Research Laboratories, Division of Cardiac Surgery, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA
| | - Amulya Vadlakonda
- Cardiovascular Outcomes Research Laboratories, Division of Cardiac Surgery, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA
| | - Sara Sakowitz
- Cardiovascular Outcomes Research Laboratories, Division of Cardiac Surgery, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA
| | - Saad Mallick
- Cardiovascular Outcomes Research Laboratories, Division of Cardiac Surgery, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA
| | - Nikhil Chervu
- Cardiovascular Outcomes Research Laboratories, Division of Cardiac Surgery, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA
- Department of Surgery, David Geffen School of Medicine at UCLA, University of California Los Angeles, CA, USA
| | - Baran Khoraminejad
- Cardiovascular Outcomes Research Laboratories, Division of Cardiac Surgery, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA
| | - Peyman Benharash
- Cardiovascular Outcomes Research Laboratories, Division of Cardiac Surgery, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA
- Department of Surgery, David Geffen School of Medicine at UCLA, University of California Los Angeles, CA, USA
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Cho NY, Kim S, Tran Z, Hadaya J, Ali K, Kronen E, Burruss S, Benharash P. National Trends and Clinical Outcomes after Scooter Injury in the US: 2016 to 2020. J Am Coll Surg 2024; 238:254-260. [PMID: 38193571 DOI: 10.1097/xcs.0000000000000918] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2024]
Abstract
BACKGROUND In recent years, the adoption of electric scooters has been accompanied by a surge of scooter-related injuries in the US, raising concerns for their severity and associated healthcare costs. This study aimed to assess temporal trends and outcomes of scooter-related hospital admissions compared with bicycle-related hospitalizations. STUDY DESIGN This was a retrospective cohort study using the 2016 to 2020 National Inpatient Sample for patients younger than 65 years who were hospitalized after bicycle- and scooter-related injuries. The Trauma Mortality Prediction Model was used to quantify injury severity. The primary outcomes of interest were temporal trends of micromobility injuries. In-hospital mortality, rates of long bone fracture, traumatic brain injury, paralysis, length of stay, hospitalization costs, and nonhome discharge were secondarily assessed. RESULTS Among 92,815 patients included in the study, 6,125 (6.6%) had scooter-related injuries. Compared with patients with bicycle-related injuries, patients with scooter-related injuries were more commonly younger than 18 years (26.7% vs 16.4%, p < 0.001) and frequently underwent major operations (55.8% vs 48.1%, p < 0.001). After risk adjustment, scooter-related injuries were associated with greater risks of long bone fracture (adjusted odds ratio 1.40, 95% CI 1.15 to 1.70) and paralysis (adjusted odds ratio 2.06, 95% CI 1.16 to 3.69) compared with bicycle-related injuries. Additionally, patients with bicycle- or scooter-related injuries had comparable index hospitalization durations of stay and costs. CONCLUSIONS The prevalence and severity of scooter-related injuries have significantly increased in the US, thereby attributing to a substantial cost burden on the healthcare system. Multidisciplinary efforts to inform safety policies and enact targeted interventions are warranted to reduce scooter-related injuries.
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Affiliation(s)
- Nam Yong Cho
- From the Cardiovascular Outcomes Research Laboratories (CORELAB) (Cho, Kim, Tran, Hadaya, Ali, Kronen, Benharash), David Geffen School of Medicine, University of California, Los Angeles, CA
| | - Shineui Kim
- From the Cardiovascular Outcomes Research Laboratories (CORELAB) (Cho, Kim, Tran, Hadaya, Ali, Kronen, Benharash), David Geffen School of Medicine, University of California, Los Angeles, CA
| | - Zachary Tran
- From the Cardiovascular Outcomes Research Laboratories (CORELAB) (Cho, Kim, Tran, Hadaya, Ali, Kronen, Benharash), David Geffen School of Medicine, University of California, Los Angeles, CA
- Division of Acute Care Surgery, Department of Surgery, Loma Linda University Health, Loma Linda, CA (Tran, Burruss)
| | - Joseph Hadaya
- From the Cardiovascular Outcomes Research Laboratories (CORELAB) (Cho, Kim, Tran, Hadaya, Ali, Kronen, Benharash), David Geffen School of Medicine, University of California, Los Angeles, CA
| | - Konmal Ali
- From the Cardiovascular Outcomes Research Laboratories (CORELAB) (Cho, Kim, Tran, Hadaya, Ali, Kronen, Benharash), David Geffen School of Medicine, University of California, Los Angeles, CA
| | - Elsa Kronen
- From the Cardiovascular Outcomes Research Laboratories (CORELAB) (Cho, Kim, Tran, Hadaya, Ali, Kronen, Benharash), David Geffen School of Medicine, University of California, Los Angeles, CA
| | - Sigrid Burruss
- From the Cardiovascular Outcomes Research Laboratories (CORELAB) (Cho, Kim, Tran, Hadaya, Ali, Kronen, Benharash), David Geffen School of Medicine, University of California, Los Angeles, CA
- Division of Acute Care Surgery, Department of Surgery, Loma Linda University Health, Loma Linda, CA (Tran, Burruss)
| | - Peyman Benharash
- Division of Cardiac Surgery, Department of Surgery (Benharash), David Geffen School of Medicine, University of California, Los Angeles, CA
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Sanaiha Y, Verma A, Downey P, Hadaya J, Marzban M, Benharash P. Center-Level Variation in Hospitalization Costs of Transcatheter Aortic Valve Replacement. Ann Thorac Surg 2024; 117:527-533. [PMID: 36940900 DOI: 10.1016/j.athoracsur.2023.03.013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/15/2022] [Revised: 02/16/2023] [Accepted: 03/13/2023] [Indexed: 03/23/2023]
Abstract
BACKGROUND Using a nationally representative database, the present study evaluated the degree of center-level variation in the cost of transcatheter aortic valve replacement (TAVR). METHODS All adults undergoing elective, isolated TAVR were identified in the 2016 to 2018 Nationwide Readmissions Database. Multilevel mixed-effects models were used to identify patient and hospital characteristics associated with hospitalization costs. The random intercept for each hospital was generated and considered to be the baseline cost attributable to care at each center. Hospitals in the highest decile of baseline costs were classified as high-cost hospitals. The association of high-cost hospital status with in-hospital mortality and perioperative complications was subsequently assessed. RESULTS An estimated 119,492 patients, with a mean age of 80 years and a 45.9% prevalence of female sex, met the study criteria. Analysis of random intercepts indicated that 54.3% of variability in costs was attributable to interhospital differences rather than patient factors. Perioperative respiratory failure, neurologic complications, and acute kidney injury were associated with increased episodic expenditure but did not explain the observed center-level variation. The baseline cost associated with each hospital ranged from -$26,000 to $162,000. Notably, high-cost hospital status was not linked to annual TAVR caseload or to odds of mortality (P = .83), acute kidney injury (P = .18), respiratory failure (P = .32), or neurologic complications (P = .55). CONCLUSIONS The present analysis identified significant variation in the cost of TAVR, which was largely attributable to center-level rather than patient factors. Hospital TAVR volume and occurrence of complications were not drivers of the observed variation.
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Affiliation(s)
- Yas Sanaiha
- Cardiovascular Outcomes Research Laboratories (CORELAB), University of California Los Angeles, Los Angeles, California
| | - Arjun Verma
- Cardiovascular Outcomes Research Laboratories (CORELAB), University of California Los Angeles, Los Angeles, California
| | - Peter Downey
- Department of Cardiovascular and Thoracic Surgery, University of Kansas Health System, Kansas City, Kansas
| | - Joseph Hadaya
- Cardiovascular Outcomes Research Laboratories (CORELAB), University of California Los Angeles, Los Angeles, California
| | - Mehrab Marzban
- Cardiovascular Outcomes Research Laboratories (CORELAB), University of California Los Angeles, Los Angeles, California
| | - Peyman Benharash
- Cardiovascular Outcomes Research Laboratories (CORELAB), University of California Los Angeles, Los Angeles, California.
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Ali K, Cho NY, Vadlakonda A, Sakowitz S, Kim S, Chervu N, Hadaya J, Benharash P. Prior bariatric surgery is associated with lower mortality and resource utilization following small bowel obstruction. Surg Open Sci 2024; 18:85-90. [PMID: 38435488 PMCID: PMC10907194 DOI: 10.1016/j.sopen.2024.02.011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2024] [Accepted: 02/19/2024] [Indexed: 03/05/2024] Open
Abstract
Background Small bowel obstruction (SBO) is a complication of bariatric surgery. However, outcomes of surgical intervention for SBO among patients with prior bariatric surgery remain ill-defined. We used a nationally representative cohort to characterize the outcomes of the SBO management approach in patients with a prior bariatric operation. Methods All adult hospitalizations for SBO were tabulated from the 2018-2020 National Readmissions Database. Patients with a prior history of bariatric surgery comprised the Bariatric cohort (others: Non-Bariatric). Multivariable models were subsequently developed to evaluate the association of prior bariatric surgery with outcomes of interest. Results Of an estimated 299,983 hospitalizations for SBO, 15,788 (5.3 %) had a history of prior bariatric surgery. Compared to Non-Bariatric, Bariatric patients were younger (54 [46-62] vs 57 [47-64] years, P < 0.001) and were more frequently privately insured (45.1 vs 39.4 %, P < 0.001). On average, the Bariatric more frequently underwent operative management, relative to Non-Bariatric (44.8 vs 29.7 %, P < 0.001). Following risk adjustment, among those surgically managed, Bariatric demonstrated lower odds of mortality (Adjusted Odds Ratio [AOR] 0.69, 95 % Confidence Interval [CI] 0.55-0.87) compared to Non-Bariatric. Bariatric also demonstrated lower odds of infectious and renal complications. Furthermore, the Bariatric cohort had lower costs, length of stay, and non-home discharge. Conclusions Patients with prior bariatric surgery demonstrated a lower likelihood of mortality, decreased complications, and reduced resource utilization, relative to others. As the incidence of bariatric surgery continues to rise, future work is needed to minimize the incidence of SBO among these patients, especially in the current era of value-based healthcare.
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Affiliation(s)
- Konmal Ali
- Department of Surgery, David Geffen School of Medicine at UCLA, Los Angeles, CA, United States of America
| | - Nam Yong Cho
- Department of Surgery, David Geffen School of Medicine at UCLA, Los Angeles, CA, United States of America
| | - Amulya Vadlakonda
- Department of Surgery, David Geffen School of Medicine at UCLA, Los Angeles, CA, United States of America
| | - Sara Sakowitz
- Department of Surgery, David Geffen School of Medicine at UCLA, Los Angeles, CA, United States of America
| | - Shineui Kim
- Department of Surgery, David Geffen School of Medicine at UCLA, Los Angeles, CA, United States of America
| | - Nikhil Chervu
- Department of Surgery, David Geffen School of Medicine at UCLA, Los Angeles, CA, United States of America
| | - Joseph Hadaya
- Department of Surgery, David Geffen School of Medicine at UCLA, Los Angeles, CA, United States of America
| | - Peyman Benharash
- Department of Surgery, David Geffen School of Medicine at UCLA, Los Angeles, CA, United States of America
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Ebrahimian S, Chervu N, Hadaya J, Cho NY, Kronen E, Sakowitz S, Verma A, Bakhtiyar SS, Sanaiha Y, Benharash P. National outcomes of expedited discharge following esophagectomy for malignancy. PLoS One 2024; 19:e0297470. [PMID: 38394104 PMCID: PMC10889881 DOI: 10.1371/journal.pone.0297470] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2023] [Accepted: 01/05/2024] [Indexed: 02/25/2024] Open
Abstract
BACKGROUND Expedited discharge following esophagectomy is controversial due to concerns for higher readmissions and financial burden. The present study aimed to evaluate the association of expedited discharge with hospitalization costs and unplanned readmissions following esophagectomy for malignant lesions. METHODS Adults undergoing elective esophagectomy for cancer were identified in the 2014-2019 Nationwide Readmissions Database. Patients discharged by postoperative day 7 were considered Expedited and others as Routine. Patients who did not survive to discharge or had major perioperative complications were excluded. Multivariable regression models were constructed to assess association of expedited discharge with index hospitalization costs as well as 30- and 90-day non-elective readmissions. RESULTS Of 9,886 patients who met study criteria, 34.6% comprised the Expedited cohort. After adjustment, female sex (adjusted odds ratio [AOR] 0.71, p = 0.001) and increasing Elixhauser Comorbidity Index (AOR 0.88/point, p<0.001) were associated with lower odds of expedited discharge, while laparoscopic (AOR 1.63, p<0.001, Ref: open) and robotic (AOR 1.67, p = 0.003, Ref: open) approach were linked to greater likelihood. Patients at centers in the highest-tertile of minimally invasive esophagectomy volume had increased odds of expedited discharge (AOR 1.52, p = 0.025, Ref: lowest-tertile). On multivariable analysis, expedited discharge was independently associated with an $8,300 reduction in hospitalization costs. Notably, expedited discharge was associated with similar odds of 30-day (AOR 1.10, p = 0.40) and 90-day (AOR 0.90, p = 0.70) unplanned readmissions. CONCLUSION Expedited discharge after esophagectomy was associated with decreased costs and unaltered readmissions. Prospective studies are necessary to robustly evaluate whether expedited discharge is appropriate for select patients undergoing esophagectomy.
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Affiliation(s)
- Shayan Ebrahimian
- Cardiovascular Outcomes Research Laboratories, Division of Cardiothoracic Surgery, David Geffen School of Medicine at UCLA, Los Angeles, CA, United States of America
| | - Nikhil Chervu
- Cardiovascular Outcomes Research Laboratories, Division of Cardiothoracic Surgery, David Geffen School of Medicine at UCLA, Los Angeles, CA, United States of America
| | - Joseph Hadaya
- Cardiovascular Outcomes Research Laboratories, Division of Cardiothoracic Surgery, David Geffen School of Medicine at UCLA, Los Angeles, CA, United States of America
| | - Nam Yong Cho
- Cardiovascular Outcomes Research Laboratories, Division of Cardiothoracic Surgery, David Geffen School of Medicine at UCLA, Los Angeles, CA, United States of America
| | - Elsa Kronen
- Cardiovascular Outcomes Research Laboratories, Division of Cardiothoracic Surgery, David Geffen School of Medicine at UCLA, Los Angeles, CA, United States of America
| | - Sara Sakowitz
- Cardiovascular Outcomes Research Laboratories, Division of Cardiothoracic Surgery, David Geffen School of Medicine at UCLA, Los Angeles, CA, United States of America
| | - Arjun Verma
- Cardiovascular Outcomes Research Laboratories, Division of Cardiothoracic Surgery, David Geffen School of Medicine at UCLA, Los Angeles, CA, United States of America
| | - Syed Shahyan Bakhtiyar
- Cardiovascular Outcomes Research Laboratories, Division of Cardiothoracic Surgery, David Geffen School of Medicine at UCLA, Los Angeles, CA, United States of America
| | - Yas Sanaiha
- Cardiovascular Outcomes Research Laboratories, Division of Cardiothoracic Surgery, David Geffen School of Medicine at UCLA, Los Angeles, CA, United States of America
- Department of Surgery, Division of Cardiac Surgery, David Geffen School of Medicine at UCLA, Los Angeles, CA, United States of America
| | - Peyman Benharash
- Cardiovascular Outcomes Research Laboratories, Division of Cardiothoracic Surgery, David Geffen School of Medicine at UCLA, Los Angeles, CA, United States of America
- Department of Surgery, Division of Cardiac Surgery, David Geffen School of Medicine at UCLA, Los Angeles, CA, United States of America
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Verma A, Bakhtiyar SS, Ali KG, Chervu N, Sakowitz S, Lee H, Benharash P. Early discharge following colectomy for colon cancer: A national perspective. PLoS One 2024; 19:e0294256. [PMID: 38363767 PMCID: PMC10871523 DOI: 10.1371/journal.pone.0294256] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2023] [Accepted: 10/28/2023] [Indexed: 02/18/2024] Open
Abstract
BACKGROUND Although early discharge after colectomy has garnered significant interest, contemporary, large-scale analyses are lacking. OBJECTIVE The present study utilized a national cohort of patients undergoing colectomy to examine costs and readmissions following early discharge. METHODS All adults undergoing elective colectomy for primary colon cancer were identified in the 2016-2019 Nationwide Readmissions Database. Patients with perioperative complications or prolonged length of stay (>8 days) were excluded to enhance cohort homogeneity. Patients discharged by postoperative day 3 were classified as Early, and others as Routine. Entropy balancing and multivariable regression were used to assess the risk-adjusted association of early discharge with costs and non-elective readmissions. Importantly, we compared 90-day stroke rates to examine whether our results were influenced by preferential early discharge of healthier patients. RESULTS Of an estimated 153,996 patients, 45.5% comprised the Early cohort. Compared to Routine, the Early cohort was younger and more commonly male. Patients in the Early group more commonly underwent left-sided colectomy and laparoscopic operations. Following multivariable adjustment, expedited discharge was associated with a $4,500 reduction in costs as well as lower 30-day (adjusted odds ratio [AOR] 0.74, p<0.001) and 90-day non-elective readmissions (AOR 0.74, p<0.001). However, among those readmitted within 90 days, Early patients were more commonly readmitted for gastrointestinal conditions (45.8 vs 36.4%, p<0.001). Importantly, both cohorts had comparable 90-day stroke rates (2.2 vs 2.1%, p = 0.80). CONCLUSIONS The present work represents the largest analysis of early discharge following colectomy for cancer and supports its relative safety and cost-effectiveness.
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Affiliation(s)
- Arjun Verma
- Cardiovascular Outcomes Research Laboratories (CORELAB), David Geffen School of Medicine at UCLA, University of California Los Angeles, Los Angeles, California, United States of America
| | - Syed Shahyan Bakhtiyar
- Cardiovascular Outcomes Research Laboratories (CORELAB), David Geffen School of Medicine at UCLA, University of California Los Angeles, Los Angeles, California, United States of America
- Department of Surgery, David Geffen School of Medicine at UCLA, University of California Los Angeles, Los Angeles, California, United States of America
- Department of Surgery, University of Colorado Anschutz Medical Center, Aurora, Colorado, United States of America
| | - Konmal Ghazal Ali
- Cardiovascular Outcomes Research Laboratories (CORELAB), David Geffen School of Medicine at UCLA, University of California Los Angeles, Los Angeles, California, United States of America
| | - Nikhil Chervu
- Cardiovascular Outcomes Research Laboratories (CORELAB), David Geffen School of Medicine at UCLA, University of California Los Angeles, Los Angeles, California, United States of America
- Department of Surgery, David Geffen School of Medicine at UCLA, University of California Los Angeles, Los Angeles, California, United States of America
| | - Sara Sakowitz
- Cardiovascular Outcomes Research Laboratories (CORELAB), David Geffen School of Medicine at UCLA, University of California Los Angeles, Los Angeles, California, United States of America
| | - Hanjoo Lee
- Cardiovascular Outcomes Research Laboratories (CORELAB), David Geffen School of Medicine at UCLA, University of California Los Angeles, Los Angeles, California, United States of America
- Division of Colon and Rectal Surgery, Department of Surgery, Harbor-UCLA Medical Center, Torrance, California, United States of America
| | - Peyman Benharash
- Cardiovascular Outcomes Research Laboratories (CORELAB), David Geffen School of Medicine at UCLA, University of California Los Angeles, Los Angeles, California, United States of America
- Department of Surgery, University of Colorado Anschutz Medical Center, Aurora, Colorado, United States of America
- Division of Cardiac Surgery, Department of Surgery, David Geffen School of Medicine at UCLA, University of California Los Angeles, Los Angeles, California, United States of America
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El-Amin A, Koehlmoos T, Yue D, Chen J, Cho NY, Benharash P, Franzini L. The Association of High-Quality Hospital Use on Health Care Outcomes for Pediatric Congenital Heart Defects in a Universal Health Care System. Mil Med 2024:usae026. [PMID: 38364865 DOI: 10.1093/milmed/usae026] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2023] [Revised: 01/18/2024] [Accepted: 01/29/2024] [Indexed: 02/18/2024] Open
Abstract
INTRODUCTION Congenital heart disease (CHD) has an incidence of 0.8% to 1.2% worldwide, making it the most common birth defect. Researchers have compared high-volume to low-volume hospitals and found significant hospital-level variation in major complications, health resource utilization, and mortality after CHD surgery. In addition, researchers found critical CHD patients at low-volume/non-teaching facilities to be associated with higher odds of inpatient mortality when compared to CHD patients at high-volume/teaching hospitals (odds ratio 1.76). We examined the effects of high-quality hospital (HQH) use on health care outcomes and health care costs in pediatric CHD care using an instrumental variable (IV) approach. MATERIALS AND METHODS Using nationwide representative claim data from the United States Military Health System from 2016 to 2020, TRICARE beneficiaries with a diagnosis of CHD were tabulated based on relevant ICD-10 (International Classification of Diseases, 10th revision) codes. We examined the relationships between annual readmissions, annual emergency room (ER) use, and mortality and HQH use. We applied both the naive linear probability model (LPM), controlling for the observed patient and hospital characteristics, and the two-stage least squares (2SLS) model, accounting for the unobserved confounding factors. The differential distance between the patient and the closest HQH at the index date and the patient and nearest non-HQH was used as the IV. This protocol was approved by the Institutional Review Board at the University of Maryland, College Park (Approval Number: 1576246-2). RESULTS The naive LPM indicated that HQH use was associated with a higher probability of annual readmissions (marginal effect, 18%; 95% CI, 0.12 to 0.23). The naive LPM indicated that HQH use was associated with a higher probability of mortality (marginal effect, 2.2%; 95% CI, 0.01 to 0.03). Using the differential distance of closest HQH and non-HQH, we identified a significant association between HQH use and annual ER use (marginal effect, -14%; 95% CI, -0.24 to -0.03). CONCLUSIONS After controlling for patient-level and facility-level covariates and adjusting for endogeneity, (1) HQH use did not increase the probability of more than one admission post 1-year CHD diagnosis, (2) HQH use lowered the probability of annual ER use post 1-year CHD diagnosis, and (3) HQH use did not increase the probability of mortality post 1-year CHD diagnosis. Patients who may have benefited from utilizing HQH for CHD care did not, alluding to potential barriers to access, such as health insurance restrictions or lack of patient awareness. Although we used hospital quality rating for congenital cardiac surgery as reported by the Society of Thoracic Surgeons, the contributing data span a 4-year period and may not reflect real-time changes in center performance. Since this study focused on inpatient care within the first-year post-initial CHD diagnosis, it may not reflect the full range of health system utilization. It is necessary for clinicians and patient advocacy groups to collaborate with policymakers to promote the development of an overarching HQH designation authority for CHD care. Such establishment will facilitate access to HQH for military beneficiary populations suffering from CHD.
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Affiliation(s)
- Amber El-Amin
- Center for Health Services Research, Uniformed Services University of Health Sciences, Bethesda, MD 20814, USA
- Department of Health Policy and Management, University of Maryland School of Public Health, College Park, MD 20742, USA
| | - Tracey Koehlmoos
- Center for Health Services Research, Uniformed Services University of Health Sciences, Bethesda, MD 20814, USA
| | - Dahai Yue
- Department of Health Policy and Management, University of Maryland School of Public Health, College Park, MD 20742, USA
| | - Jie Chen
- Department of Health Policy and Management, University of Maryland School of Public Health, College Park, MD 20742, USA
- Cardiovascular Outcomes Research Laboratories (CORELAB), University of California, Los Angeles, CA 90024, USA
| | - Nam Yong Cho
- Cardiovascular Outcomes Research Laboratories (CORELAB), University of California, Los Angeles, CA 90024, USA
- Department of Surgery, University of California, Los Angeles, CA 90024, USA
| | - Peyman Benharash
- Cardiovascular Outcomes Research Laboratories (CORELAB), University of California, Los Angeles, CA 90024, USA
- Department of Surgery, University of California, Los Angeles, CA 90024, USA
| | - Luisa Franzini
- Department of Health Policy and Management, University of Maryland School of Public Health, College Park, MD 20742, USA
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Charland N, Chervu N, Mallick S, Le N, Curry J, Vadlakonda A, Benharash P. Impact of Early Tracheostomy Following Lung Transplantation: A National Analysis. Ann Thorac Surg 2024:S0003-4975(24)00114-0. [PMID: 38360346 DOI: 10.1016/j.athoracsur.2024.02.013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/15/2023] [Revised: 01/04/2024] [Accepted: 02/04/2024] [Indexed: 02/17/2024]
Abstract
BACKGROUND Prolonged mechanical ventilation is common among lung transplant recipients, affecting nearly one-third of patients. Tracheostomy has been shown as a beneficial alternative to endotracheal intubation, but delays in tracheostomy tube placement persist. To date, no large-scale study has investigated the effect of tracheostomy timing on posttransplant outcomes. METHODS All adults receiving tracheostomy following primary, isolated lung transplantation were identified in the 2016-2020 Nationwide Readmissions Database. Early tracheostomy was defined as placement prior to postoperative day 8 based on exploratory cohort analysis. Multivariable regression was used to evaluate the association of early tracheostomy with in-hospital mortality, select posttransplant complications, and resource utilization. RESULTS Of an estimated 11,048 patients undergoing first-time lung transplantation, 1,509 required a tracheostomy in the postoperative period with 783 (51.9%) comprising the Early cohort. After entropy balancing and risk adjustment, early tracheostomy placement was associated with reduced odds of death (AOR 0.59, 95% CI 0.36, 0.97) and posttransplant infection (AOR 0.54, 95% CI 0.35, 0.82). Further, tracheostomy within one week of transplantation was associated with decreased length of stay (β -16.5 days, 95% CI -25.3, -7.6) and index hospitalization costs (β -$97,600, 95% CI -153,000, -42,100). CONCLUSIONS The present study supports the safety of early tracheostomy among lung transplant recipients and highlights several potential benefits. Among appropriately selected patients, tracheostomy placement prior to postoperative day 8 may facilitate early discharge, lower costs, and reduced odds of posttransplant infection.
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Affiliation(s)
- Nicole Charland
- Cardiovascular Outcomes Research Laboratories (CORELAB), University of California, Los Angeles, Los Angeles, CA; David Geffen School of Medicine, University of California - Los Angeles
| | - Nikhil Chervu
- Cardiovascular Outcomes Research Laboratories (CORELAB), University of California, Los Angeles, Los Angeles, CA; Department of Surgery, David Geffen School of Medicine, University of California - Los Angeles
| | - Saad Mallick
- Cardiovascular Outcomes Research Laboratories (CORELAB), University of California, Los Angeles, Los Angeles, CA
| | - Nguyen Le
- Cardiovascular Outcomes Research Laboratories (CORELAB), University of California, Los Angeles, Los Angeles, CA; David Geffen School of Medicine, University of California - Los Angeles
| | - Joanna Curry
- Cardiovascular Outcomes Research Laboratories (CORELAB), University of California, Los Angeles, Los Angeles, CA; David Geffen School of Medicine, University of California - Los Angeles
| | - Amulya Vadlakonda
- Cardiovascular Outcomes Research Laboratories (CORELAB), University of California, Los Angeles, Los Angeles, CA; David Geffen School of Medicine, University of California - Los Angeles
| | - Peyman Benharash
- Cardiovascular Outcomes Research Laboratories (CORELAB), University of California, Los Angeles, Los Angeles, CA; Division of Cardiac Surgery, Department of Surgery, University of California, Los Angeles, Los Angeles, CA.
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Cho NY, Curry J, Mallick S, Chervu N, Hadaya J, Ali K, Tran Z, Benharash P. Association of prior bariatric surgery with outcomes following emergency general surgery. Surg Obes Relat Dis 2024:S1550-7289(24)00043-1. [PMID: 38458835 DOI: 10.1016/j.soard.2024.01.018] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2023] [Revised: 12/09/2023] [Accepted: 01/28/2024] [Indexed: 03/10/2024]
Abstract
BACKGROUND Despite the favorable outcomes and safety profile associated with metabolic and bariatric surgery (MBS), complications may occur postoperatively, necessitating emergency general surgery (EGS) intervention. OBJECTIVES To evaluate the association of outcomes in patients with prior MBS following EGS interventions. SETTING Academic, University-affiliated; USA. METHODS All adults undergoing nonelective EGS operations were identified using the 2016 to 2020 Nationwide Readmission Database. Patients with a history of MBS were subsequently categorized as Bariatric, with the remainder of patients as NonBariatric. The primary outcome of interest was in-hospital mortality, while perioperative complications, length of stay (LOS), hospitalization costs, non-home discharge, and 30-day readmission were secondarily assessed. Multivariable regression models were developed to evaluate the association of history of MBS with outcomes of interest. RESULTS Of an estimated 632,375 hospitalizations for EGS operations, 29,112 (4.6%) had a history of MBS. Compared to Nonbariatric, Bariatric were younger, more frequently female and more commonly had severe obesity. Following risk adjustment, Bariatric had significantly lower odds of in-hospital mortality (AOR .83, 95%CI .71-.98). Compared to others, Bariatric had reduced LOS by .5 days (95%CI .4-.7) and hospitalization costs by $1600 (95%CI $900-2100). Patients with prior MBS had reduced odds of nonhome discharge (AOR .89, 95%CI .85-.93) and increased likelihood of 30-day readmissions (AOR 2.32, 95%CI 1.93--2.79) following EGS. CONCLUSIONS Prior MBS is associated with decreased mortality and perioperative complications as well as reduced resource utilization in select EGS procedures. Our findings suggest that patients with a history of MBS can be managed effectively by acute surgical interventions.
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Affiliation(s)
- Nam Yong Cho
- Cardiovascular Outcomes Research Laboratories (CORELAB), David Geffen School of Medicine, University of California, Los Angeles, California
| | - Joanna Curry
- Cardiovascular Outcomes Research Laboratories (CORELAB), David Geffen School of Medicine, University of California, Los Angeles, California
| | - Saad Mallick
- Cardiovascular Outcomes Research Laboratories (CORELAB), David Geffen School of Medicine, University of California, Los Angeles, California
| | - Nikhil Chervu
- Cardiovascular Outcomes Research Laboratories (CORELAB), David Geffen School of Medicine, University of California, Los Angeles, California
| | - Joseph Hadaya
- Cardiovascular Outcomes Research Laboratories (CORELAB), David Geffen School of Medicine, University of California, Los Angeles, California
| | - Konmal Ali
- Cardiovascular Outcomes Research Laboratories (CORELAB), David Geffen School of Medicine, University of California, Los Angeles, California
| | - Zachary Tran
- Cardiovascular Outcomes Research Laboratories (CORELAB), David Geffen School of Medicine, University of California, Los Angeles, California; Department of Surgery, Loma Linda University Health, Loma Linda, California
| | - Peyman Benharash
- Cardiovascular Outcomes Research Laboratories (CORELAB), David Geffen School of Medicine, University of California, Los Angeles, California; Division of Cardiac Surgery, Department of Surgery, David Geffen School of Medicine at UCLA, Los Angeles, California.
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Curry J, Cho NY, Nesbit S, Kim S, Ali K, Gudapati V, Everson R, Benharash P. Hospital-level variation in hospitalization costs for spinal fusion in the United States. PLoS One 2024; 19:e0298135. [PMID: 38329995 PMCID: PMC10852221 DOI: 10.1371/journal.pone.0298135] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2023] [Accepted: 01/17/2024] [Indexed: 02/10/2024] Open
Abstract
BACKGROUND With a growing emphasis on value of care, understanding factors associated with rising healthcare costs is increasingly important. In this national study, we evaluated the degree of center-level variation in the cost of spinal fusion. METHODS All adults undergoing elective spinal fusion were identified in the 2016 to 2020 National Inpatient Sample. Multilevel mixed-effect models were used to rank hospitals based on risk-adjusted costs. The interclass coefficient (ICC) was utilized to tabulate the amount of variation attributable to hospital-level characteristics. The association of high cost-hospital (HCH) status with in-hospital mortality, perioperative complications, and overall resource utilization was analyzed. Predictors of increased costs were secondarily explored. RESULTS An estimated 1,541,740 patients underwent spinal fusion, and HCH performed an average of 9.5% of annual cases. HCH were more likely to be small (36.8 vs 30.5%, p<0.001), rural (10.1 vs 8.8%, p<0.001), and located in the Western geographic region (49.9 vs 16.7%, p<0.001). The ICC demonstrated 32% of variation in cost was attributable to the hospital, independent of patient-level characteristics. Patients who received a spinal fusion at a HCH faced similar odds of mortality (0.74 [0.48-1.15], p = 0.18) and perioperative complications (1.04 [0.93-1.16], p = 0.52), but increased odds of non-home discharge (1.30 [1.17-1.45], p<0.001) and prolonged length of stay (β 0.34 [0.26-0.42] days, p = 0.18). Patient factors such as gender, race, and income quartile significantly impacted costs. CONCLUSION The present analysis identified 32% of the observed variation to be attributable to hospital-level characteristics. HCH status was not associated with increased mortality or perioperative complications.
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Affiliation(s)
- Joanna Curry
- Cardiovascular Outcomes Research Laboratories (CORELAB), David Geffen School of Medicine, University of California, Los Angeles, CA, United States of America
| | - Nam Yong Cho
- Cardiovascular Outcomes Research Laboratories (CORELAB), David Geffen School of Medicine, University of California, Los Angeles, CA, United States of America
| | - Shannon Nesbit
- Cardiovascular Outcomes Research Laboratories (CORELAB), David Geffen School of Medicine, University of California, Los Angeles, CA, United States of America
| | - Shineui Kim
- Cardiovascular Outcomes Research Laboratories (CORELAB), David Geffen School of Medicine, University of California, Los Angeles, CA, United States of America
| | - Konmal Ali
- Cardiovascular Outcomes Research Laboratories (CORELAB), David Geffen School of Medicine, University of California, Los Angeles, CA, United States of America
| | - Varun Gudapati
- Department of Surgery, David Geffen School of Medicine, University of California, UCLA, Los Angeles, CA, United States of America
| | - Richard Everson
- Department of Neurosurgery, David Geffen School of Medicine, University of California, Los Angeles, CA, United States of America
| | - Peyman Benharash
- Cardiovascular Outcomes Research Laboratories (CORELAB), David Geffen School of Medicine, University of California, Los Angeles, CA, United States of America
- Department of Surgery, David Geffen School of Medicine, University of California, UCLA, Los Angeles, CA, United States of America
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Kim S, Chervu N, Premji A, Mallick S, Verma A, Ali K, Benharash P, Donahue T. Association of Inpatient Palliative Care Consultation with Clinical and Financial Outcomes for Pancreatic Cancer. Ann Surg Oncol 2024; 31:1328-1335. [PMID: 37957512 DOI: 10.1245/s10434-023-14528-7] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2023] [Accepted: 10/14/2023] [Indexed: 11/15/2023]
Abstract
BACKGROUND Palliative care consultation (PCC) has been shown to improve quality of life and reduce costs for various chronic life-threatening diseases. Despite PCC incorporation into modern pancreatic cancer care guidelines, limited data regarding its specific utilization and impact on resource use is available. METHODS The 2016-2020 Nationwide Readmissions Database was used to identify all adult hospitalizations entailing pancreatic cancer. Only patients with at least one readmission within 90 days were included to account for uncaptured out-of-hospital mortality. Multivariable regression models were used to ascertain the relationship between inpatient PCC during initial hospitalization and index as well as cumulative costs, overall length of stay (LOS), readmission rate, and number of repeat hospitalizations. RESULTS Of an estimated 175,805 patients with pancreatic cancer, 11.1% had inpatient PCC during the index admission. PCC utilization significantly increased from 10.5% in 2016 to 11.6% in 2020 (nptrend < 0.001). After adjustment, PCC was associated with reduced index hospitalization costs [β: - $1100; 95% confidence interval (CI) - 1500, - 800; P < 0.001] and cumulative 90-day costs (β: - $11,700; 95% CI - 12,700, - 10,000; P < 0.001). PCC was associated with longer index LOS (β: + 1.12 days, 95% CI 0.92-1.31, P < 0.001) but significantly reduced cumulative LOS (β: - 3.16 days; 95% CI - 3.67, - 2.65; P < 0.001). Finally, PCC was linked with decreased odds of 30-day nonelective readmission (AOR: 0.48, 95% CI 0.45-0.50, P < 0.001). DISCUSSION PCC was associated with decreased costs, readmission rates, and number of hospitalizations among patients with pancreatic cancer. Directed strategies to increase utilization and reduce barriers to consultation should be implemented to encourage practitioners to maximize inpatient PCC referral rates.
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Affiliation(s)
- Shineui Kim
- Cardiovascular Outcomes Research Laboratories (CORELAB), David Geffen School of Medicine, University of California, Los Angeles, CA, USA
| | - Nikhil Chervu
- Cardiovascular Outcomes Research Laboratories (CORELAB), David Geffen School of Medicine, University of California, Los Angeles, CA, USA
| | - Alykhan Premji
- Division of Surgical Oncology, Department of Surgery, David Geffen School of Medicine, University of California, Los Angeles (UCLA), Los Angeles, CA, USA
| | - Saad Mallick
- Cardiovascular Outcomes Research Laboratories (CORELAB), David Geffen School of Medicine, University of California, Los Angeles, CA, USA
| | - Arjun Verma
- Cardiovascular Outcomes Research Laboratories (CORELAB), David Geffen School of Medicine, University of California, Los Angeles, CA, USA
| | - Konmal Ali
- Cardiovascular Outcomes Research Laboratories (CORELAB), David Geffen School of Medicine, University of California, Los Angeles, CA, USA
| | - Peyman Benharash
- Cardiovascular Outcomes Research Laboratories (CORELAB), David Geffen School of Medicine, University of California, Los Angeles, CA, USA
- Division of Cardiac Surgery, Department of Surgery, David Geffen School of Medicine, University of California, Los Angeles (UCLA), Los Angeles, CA, USA
| | - Timothy Donahue
- Division of Surgical Oncology, Department of Surgery, David Geffen School of Medicine, University of California, Los Angeles (UCLA), Los Angeles, CA, USA.
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Sakowitz S, Bakhtiyar SS, Verma A, Ebrahimian S, Vadlakonda A, Mabeza RM, Lee H, Benharash P. Association of time to resection with survival in patients with colon cancer. Surg Endosc 2024; 38:614-623. [PMID: 38012438 DOI: 10.1007/s00464-023-10548-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2023] [Accepted: 10/15/2023] [Indexed: 11/29/2023]
Abstract
PURPOSE Colon cancer (CC) remains a leading cause of cancer-related mortality worldwide, for which colectomy represents the standard of care. Yet, the impact of delayed resection on survival outcomes remains controversial. We assessed the association between time to surgery and 10-year survival in a national cohort of CC patients. METHODS This retrospective cohort study identified all adults who underwent colectomy for Stage I-III CC in the 2004-2020 National Cancer Database. Those who required neoadjuvant therapy or emergent resection < 7 days from diagnosis were excluded. Patients were classified into Early (< 25 days) and Delayed (≥ 25 days) cohorts after an adjusted analysis of the relationship between time to surgery and 10-year survival. Survival at 1-, 5-, and 10-years was assessed via Kaplan-Meier analyses and Cox proportional hazard modeling, adjusting for age, sex, race, income quartile, insurance coverage, Charlson-Deyo comorbidity index, disease stage, location of tumor, receipt of adjuvant chemotherapy, as well as hospital type, location, and case volume. RESULTS Of 165,991 patients, 84,665 (51%) were classified as Early and 81,326 (49%) Delayed. Following risk adjustment, Delayed resection was associated with similar 1-year [hazard ratio (HR) 1.01, 95% confidence interval (CI) 0.97-1.04, P = 0.72], but inferior 5- (HR 1.24, CI 1.22-1.26; P < 0.001) and 10-year survival (HR 1.22, CI 1.20-1.23; P < 0.001). Black race [adjusted odds ratio (AOR) 1.36, CI 1.31-1.41; P < 0.001], Medicaid insurance coverage (AOR 1.34, CI 1.26-1.42; P < 0.001), and care at high-volume hospitals (AOR 1.12, 95%CI 1.08-1.17; P < 0.001) were linked with greater likelihood of Delayed resection. CONCLUSIONS Patients with CC who underwent resection ≥ 25 days following diagnosis demonstrated similar 1-year, but inferior 5- and 10-year survival, compared to those who underwent surgery within 25 days. Socioeconomic factors, including race and Medicaid insurance, were linked with greater odds of delayed resection. Efforts to balance appropriate preoperative evaluation with expedited resection are needed to optimize patient outcomes.
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Affiliation(s)
- Sara Sakowitz
- Cardiovascular Outcomes Research Laboratories (CORELAB), University of California, Los Angeles, Los Angeles, CA, USA
| | - Syed Shahyan Bakhtiyar
- Cardiovascular Outcomes Research Laboratories (CORELAB), University of California, Los Angeles, Los Angeles, CA, USA
- Department of Surgery, University of Colorado, Aurora, CO, USA
| | - Arjun Verma
- Cardiovascular Outcomes Research Laboratories (CORELAB), University of California, Los Angeles, Los Angeles, CA, USA
| | - Shayan Ebrahimian
- Cardiovascular Outcomes Research Laboratories (CORELAB), University of California, Los Angeles, Los Angeles, CA, USA
| | - Amulya Vadlakonda
- Cardiovascular Outcomes Research Laboratories (CORELAB), University of California, Los Angeles, Los Angeles, CA, USA
| | - Russyan Mark Mabeza
- Cardiovascular Outcomes Research Laboratories (CORELAB), University of California, Los Angeles, Los Angeles, CA, USA
| | - Hanjoo Lee
- Cardiovascular Outcomes Research Laboratories (CORELAB), University of California, Los Angeles, Los Angeles, CA, USA
- Division of Colon & Rectal Surgery, Harbor-UCLA Medical Center, Torrance, CA, USA
| | - Peyman Benharash
- Cardiovascular Outcomes Research Laboratories (CORELAB), University of California, Los Angeles, Los Angeles, CA, USA.
- Department of Surgery, University of California, Los Angeles, CA, USA.
- UCLA Division of Cardiac Surgery, 64-249 Center for Health Sciences, Los Angeles, CA, 90095, USA.
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Kim S, Chervu N, Premji A, Mallick S, Verma A, Ali K, Benharash P, Donahue T. ASO Author Reflections: Unlocking the Value of Inpatient Palliative Care for Patients with Pancreatic Cancer. Ann Surg Oncol 2024; 31:1362-1363. [PMID: 38063981 DOI: 10.1245/s10434-023-14622-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2023] [Accepted: 11/01/2023] [Indexed: 01/05/2024]
Affiliation(s)
- Shineui Kim
- David Geffen School of Medicine, Department of Surgery, University of California, Los Angeles, Los Angeles, USA
| | - Nikhil Chervu
- David Geffen School of Medicine, Department of Surgery, University of California, Los Angeles, Los Angeles, USA
| | - Alykhan Premji
- David Geffen School of Medicine, Department of Surgery, University of California, Los Angeles, Los Angeles, USA
| | - Saad Mallick
- David Geffen School of Medicine, Department of Surgery, University of California, Los Angeles, Los Angeles, USA
| | - Arjun Verma
- David Geffen School of Medicine, Department of Surgery, University of California, Los Angeles, Los Angeles, USA
| | - Konmal Ali
- David Geffen School of Medicine, Department of Surgery, University of California, Los Angeles, Los Angeles, USA
| | - Peyman Benharash
- David Geffen School of Medicine, Department of Surgery, University of California, Los Angeles, Los Angeles, USA
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Kim S, Chervu N, Premji A, Mallick S, Verma A, Ali K, Benharash P, Donahue T. ASO Visual Abstract: Association of Inpatient Palliative Care Consultation with Clinical and Financial Outcomes for Pancreatic Cancer. Ann Surg Oncol 2024; 31:1369-1370. [PMID: 38006532 DOI: 10.1245/s10434-023-14656-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2023]
Affiliation(s)
- Shineui Kim
- Cardiovascular Outcomes Research Laboratories (CORELAB), David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, USA
| | - Nikhil Chervu
- Cardiovascular Outcomes Research Laboratories (CORELAB), David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, USA
| | - Alykhan Premji
- Division of Surgical Oncology, Department of Surgery, David Geffen School of Medicine, University of California, Los Angeles (UCLA), Los Angeles, CA, USA
| | - Saad Mallick
- Cardiovascular Outcomes Research Laboratories (CORELAB), David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, USA
| | - Arjun Verma
- Cardiovascular Outcomes Research Laboratories (CORELAB), David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, USA
| | - Konmal Ali
- Cardiovascular Outcomes Research Laboratories (CORELAB), David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, USA
| | - Peyman Benharash
- Cardiovascular Outcomes Research Laboratories (CORELAB), David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, USA
- Division of Cardiac Surgery, Department of Surgery, David Geffen School of Medicine, University of California, Los Angeles (UCLA), Los Angeles, CA, USA
| | - Timothy Donahue
- Division of Surgical Oncology, Department of Surgery, David Geffen School of Medicine, University of California, Los Angeles (UCLA), Los Angeles, CA, USA.
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Mabeza RM, Vadlakonda A, Chervu N, Ebrahimian S, Sakowitz S, Yetasook A, Benharash P. Short-term outcomes of bariatric surgery in patients with inflammatory bowel disease: a national analysis. Surg Obes Relat Dis 2024; 20:146-152. [PMID: 38030456 DOI: 10.1016/j.soard.2023.10.006] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2023] [Revised: 08/15/2023] [Accepted: 10/04/2023] [Indexed: 12/01/2023]
Abstract
BACKGROUND While considered standard of care for obesity management, bariatric surgery is uncommon in patients with co-morbid inflammatory bowel disease (IBD). OBJECTIVES The present study aimed to assess the association of IBD with postoperative outcomes and resource use following bariatric surgery. SETTING Academic, university-affiliated; United States. METHODS All elective adult hospitalizations for laparoscopic sleeve gastrectomy or Roux-en-Y gastric bypass (RYGB) were identified in the 2016-2019 Nationwide Readmissions Database. Patients were classified based on diagnosis of ulcerative colitis (UC) or Crohn's disease (CD). Multivariable regression models were developed to evaluate the association of IBD with outcomes of interest. RESULTS Of an estimated 719,270 eligible patients, 860 and 1214 comprised the UC and CD cohorts, respectively. Compared to non-IBD, UC and CD had a higher Elixhauser comorbidity index (UC: 3.0 ± 1.4; CD: 3.1 ± 1.5; non-IBD: 2.7 ± 1.4, P < .001) and more frequently underwent sleeve gastrectomy (UC: 77.5%; CD: 83.2%; non-IBD: 68.8%, P < .001). All IBD patients survived to discharge. After adjustment, IBD was not associated with significant differences in most clinical outcomes analyzed. UC (adjusted odds ratio: 2.86; 95% confidence interval: 1.14-7.13) and CD (adjusted odds ratio: 4.40; 95% confidence interval: 2.20-8.80) were associated with increased odds of gastric outlet obstruction after RYGB but not sleeve gastrectomy. CD, but not UC, was linked to significantly higher odds of small bowel obstruction following RYGB (adjusted odds ratio: 4.50; 95% confidence interval: 1.76-11.49). There was no difference in index LOS, hospitalization costs, or odds of 30-day readmission based on IBD. CONCLUSIONS Patients with obesity and IBD faced low rates of adverse outcomes following bariatric surgery. There is an increased risk of gastrointestinal obstruction for patients with IBD undergoing RYGB. Given its safety profile, bariatric surgery can be utilized as a weight loss intervention for the growing proportion of patients with obesity and co-morbid IBD.
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Affiliation(s)
- Russyan Mark Mabeza
- Division of Cardiac Surgery, Cardiovascular Outcomes Research Laboratories, David Geffen School of Medicine at UCLA, Los Angeles, California; Department of Surgery, University of California, San Francisco, California
| | - Amulya Vadlakonda
- Division of Cardiac Surgery, Cardiovascular Outcomes Research Laboratories, David Geffen School of Medicine at UCLA, Los Angeles, California
| | - Nikhil Chervu
- Division of Cardiac Surgery, Cardiovascular Outcomes Research Laboratories, David Geffen School of Medicine at UCLA, Los Angeles, California
| | - Shayan Ebrahimian
- Division of Cardiac Surgery, Cardiovascular Outcomes Research Laboratories, David Geffen School of Medicine at UCLA, Los Angeles, California
| | - Sara Sakowitz
- Division of Cardiac Surgery, Cardiovascular Outcomes Research Laboratories, David Geffen School of Medicine at UCLA, Los Angeles, California
| | - Amy Yetasook
- Department of Surgery, Harbor-UCLA Medical Center, Torrance, California
| | - Peyman Benharash
- Division of Cardiac Surgery, Cardiovascular Outcomes Research Laboratories, David Geffen School of Medicine at UCLA, Los Angeles, California.
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Coaston TN, Sakowitz S, Chervu NL, Branche C, Shuch BM, Benharash P, Revels S. Social determinants as predictors of resection and long-term mortality in Black patients with non-small cell lung cancer. Surgery 2024; 175:505-512. [PMID: 37949695 DOI: 10.1016/j.surg.2023.09.046] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2023] [Revised: 08/27/2023] [Accepted: 09/26/2023] [Indexed: 11/12/2023]
Abstract
BACKGROUND Minorities diminished returns theory posits that socioeconomic attainment conveys fewer health benefits for Black than White individuals. The current study evaluates the effects of social constructs on resection rates and survival for non-small cell lung cancer (NSCLC). METHODS Patients with potentially resectable NSCLC stage IA to IIIA were identified using the 2004 to 2017 National Cancer Database. Patients were stratified into quartiles based on population-level education and income. Logistic regression was used to predict risk-adjusted resection rates. Mortality was assessed with Cox proportional hazard modeling. RESULTS Of the 416,025 patients identified, 213,643 (51.4%) underwent resection. Among White patients, the lowest income (adjusted odds ratio 0.76, 95% confidence interval 0.74-0.78, P < .01) and education quartiles (adjusted odds ratio 0.82, 95% confidence interval 0.79-0.84, P < .01) were associated with decreased odds of resection. The lowest education quartile among Black patients was not associated with lower resection rates. The lowest income quartile (adjusted odds ratio 0.67, 95% CI 0.61-0.74, P < .01) was associated with reduced resection. White patients in the lowest education and income quartiles experienced increased hazard of 5-year mortality (adjusted hazard ratio 1.13, 95% CI 1.11-1.15, P < .01 and adjusted hazard ratio 1.08, 95% CI 1.06-1.11, P < .01 respectively). In Black patients, there were no significant differences in 5-year survival between Black patients in the highest education and income quartiles and those in the lowest quartiles. CONCLUSION Among Black patients with NSCLC, educational attainment is not associated with increased resection rates. In addition, higher education and income were not associated with improved 5-year survival. The diminished gains experienced by Black patients, compared to Whites patients, illustrate the presence of pervasive race-specific mechanisms in observed inequalities in cancer outcomes.
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Affiliation(s)
- Troy N Coaston
- Cardiovascular Outcomes Research Laboratories, Division of Cardiac Surgery, David Geffen School of Medicine at UCLA, Los Angeles, CA
| | - Sara Sakowitz
- Cardiovascular Outcomes Research Laboratories, Division of Cardiac Surgery, David Geffen School of Medicine at UCLA, Los Angeles, CA. https://twitter.com/SaraSakowiz
| | - Nikhil L Chervu
- Cardiovascular Outcomes Research Laboratories, Division of Cardiac Surgery, David Geffen School of Medicine at UCLA, Los Angeles, CA
| | - Corynn Branche
- Cardiovascular Outcomes Research Laboratories, Division of Cardiac Surgery, David Geffen School of Medicine at UCLA, Los Angeles, CA
| | - Brian M Shuch
- Division of Urologic Oncology, David Geffen School of Medicine at UCLA, Los Angeles, CA
| | - Peyman Benharash
- Cardiovascular Outcomes Research Laboratories, Division of Cardiac Surgery, David Geffen School of Medicine at UCLA, Los Angeles, CA
| | - Sha'Shonda Revels
- Division of Thoracic Surgery, David Geffen School of Medicine at UCLA, Los Angeles, CA.
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Romo Valenzuela A, Chervu NL, Roca Y, Sanaiha Y, Mallick S, Benharash P. Socioeconomic disparities in risk of financial toxicity following elective cardiac operations in the United States. PLoS One 2024; 19:e0292210. [PMID: 38295038 PMCID: PMC10830059 DOI: 10.1371/journal.pone.0292210] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2023] [Accepted: 09/13/2023] [Indexed: 02/02/2024] Open
Abstract
BACKGROUND While insurance reimbursements allay a portion of costs associated with cardiac operations, uncovered and additional fees are absorbed by patients. An examination of financial toxicity (FT), defined as the burden of patient medical expenses on quality of life, is warranted. Therefore, the present study used a nationally representative database to demonstrate the association between insurance status and risk of financial toxicity (FT) among patients undergoing major cardiac operations. METHODS Adults admitted for elective coronary artery bypass grafting (CABG) and isolated or concomitant valve operations were assessed using the 2016-2019 National Inpatient Sample. FT risk was defined as out-of-pocket expenditure >40% of post-subsistence income. Regression models were developed to determine factors associated with FT risk in insured and uninsured populations. To demonstrate the association between insurance status and risk of FT among patients undergoing major cardiac operations. RESULTS Of an estimated 567,865 patients, 15.6% were at risk of FT. A greater proportion of uninsured patients were at risk of FT (81.3 vs. 14.8%, p<0.001), compared to insured. After adjustment, FT risk among insured patients was not affected by non-income factors. However, Hispanic race (Adjusted Odds Ratio [AOR] 1.60), length of stay (AOR 1.17/day), and combined CABG-valve operations (AOR 2.31, all p<0.05) were associated with increased risk of FT in the uninsured. CONCLUSION Uninsured patients demonstrated higher FT risk after undergoing major cardiac operation. Hispanic race, longer lengths of stay, and combined CABG-valve operations were independently associated with increased risk of FT amongst the uninsured. Conversely, non-income factors did not impact FT risk in the insured cohort. Culturally-informed reimbursement strategies are necessary to reduce disparities in already financially disadvantaged populations.
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Affiliation(s)
- Alberto Romo Valenzuela
- Cardiovascular Outcomes Research Laboratories (CORELAB), Division of Cardiac Surgery, Department of Surgery, David Geffen School of Medicine, University of California, Los Angeles, California, United States of America
| | - Nikhil L. Chervu
- Cardiovascular Outcomes Research Laboratories (CORELAB), Division of Cardiac Surgery, Department of Surgery, David Geffen School of Medicine, University of California, Los Angeles, California, United States of America
- Department of Surgery, David Geffen School of Medicine, University of California, Los Angeles, California, United States of America
| | - Yvonne Roca
- Cardiovascular Outcomes Research Laboratories (CORELAB), Division of Cardiac Surgery, Department of Surgery, David Geffen School of Medicine, University of California, Los Angeles, California, United States of America
| | - Yas Sanaiha
- Cardiovascular Outcomes Research Laboratories (CORELAB), Division of Cardiac Surgery, Department of Surgery, David Geffen School of Medicine, University of California, Los Angeles, California, United States of America
- Department of Surgery, David Geffen School of Medicine, University of California, Los Angeles, California, United States of America
| | - Saad Mallick
- Cardiovascular Outcomes Research Laboratories (CORELAB), Division of Cardiac Surgery, Department of Surgery, David Geffen School of Medicine, University of California, Los Angeles, California, United States of America
| | - Peyman Benharash
- Cardiovascular Outcomes Research Laboratories (CORELAB), Division of Cardiac Surgery, Department of Surgery, David Geffen School of Medicine, University of California, Los Angeles, California, United States of America
- Department of Surgery, David Geffen School of Medicine, University of California, Los Angeles, California, United States of America
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Tran Z, Reeves M, Cho NY, Lum S, Benharash P, Mukherjee K. Outcomes of Hospitalized Injured Suspects Sustaining Gunshot Wounds From Law Enforcement Action. Am Surg 2024:31348241230095. [PMID: 38290493 DOI: 10.1177/00031348241230095] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/01/2024]
Abstract
BACKGROUND Although firearms are implicated in the majority of law enforcement intervention (LEI)-related deaths, scientific research is lacking. The present study sought to characterize clinical and financial outcomes between injured suspects and other gunshot wound (GSW) patients. STUDY DESIGN The 2016-2020 National Inpatient Sample was queried for patients ≥16 years old admitted following GSW. Patients were categorized as injured suspects (ISs) if they were injured in LEI and non-IS otherwise. The primary outcome was in-hospital mortality with complications, hospitalization duration (LOS), and costs secondarily considered. Multivariable regression models were used to adjust for patient characteristics, injury burden using the Trauma Mortality Prediction Model (TMPM), and hospital factors. RESULTS Of 143,125 hospitalizations, 1575 (1.10%) were IS. Compared to non-IS, ISs were less frequently Black (24.4% vs 54.3%) but had a higher proportion of psychiatric conditions (19.4% vs 6.4%) (P < .05). Although having a similar requirement for major operations and TMPM score, ISs more frequently underwent thoracic (11.4% vs 4.1%) and gastrointestinal operations (33.0% vs 25.7%) (P < .05). After adjustment, IS was associated with similar odds of mortality but was associated with greater odds of cardiac complications, respiratory failure, and need for intensive care. While LOS was similar, IS was associated with greater costs (β: +$14,300, 95% CI: 6,200-22,400). CONCLUSIONS Suspects injured during law enforcement intervention have similar in-hospital mortality but greater complication rates and costs. Through the quantification of the clinical and financial burden of IS, our findings may help inform further policy discussions regarding use of potentially lethal force in law enforcement intervention.
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Affiliation(s)
- Zachary Tran
- Division of Acute Care Surgery, Department of Surgery, Loma Linda University Health, Loma Linda, CA, USA
- Cardiovascular Outcomes Research Laboratories (CORELAB), David Geffen School of Medicine, University of California, Los Angeles, CA, USA
| | - Matthew Reeves
- Division of Acute Care Surgery, Department of Surgery, Loma Linda University Health, Loma Linda, CA, USA
| | - Nam Yong Cho
- Cardiovascular Outcomes Research Laboratories (CORELAB), David Geffen School of Medicine, University of California, Los Angeles, CA, USA
| | - Sharon Lum
- Division of Surgical Oncology, Department of Surgery, Loma Linda University Health, Loma Linda, CA, USA
| | - Peyman Benharash
- Cardiovascular Outcomes Research Laboratories (CORELAB), David Geffen School of Medicine, University of California, Los Angeles, CA, USA
| | - Kaushik Mukherjee
- Division of Acute Care Surgery, Department of Surgery, Loma Linda University Health, Loma Linda, CA, USA
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Sakowitz S, Bakhtiyar SS, Ali K, Mallick S, Williamson C, Benharash P. Outcomes following major thoracoabdominal cancer resection in adults with congenital heart disease. PLoS One 2024; 19:e0295767. [PMID: 38165963 PMCID: PMC10760660 DOI: 10.1371/journal.pone.0295767] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2023] [Accepted: 11/28/2023] [Indexed: 01/04/2024] Open
Abstract
BACKGROUND While advances in medical and surgical management have allowed >97% of congenital heart disease (CHD) patients to reach adulthood, a growing number are presenting with non-cardiovascular malignancies. Indeed, adults with CHD are reported to face a 20% increase in cancer risk, relative to others, and cancer has become the fourth leading cause of death among this population. Surgical resection remains a mainstay in management of thoracoabdominal cancers. However, outcomes following cancer resection among these patients have not been well established. Thus, we sought to characterize clinical and financial outcomes following major cancer resections among adult CHD patients. METHODS The 2012-2020 National Inpatient Sample was queried for all adults (CHD or non-CHD) undergoing lobectomy, esophagectomy, gastrectomy, pancreatectomy, hepatectomy, or colectomy for cancer. To adjust for intergroup differences in baseline characteristics, entropy balancing was applied to generate balanced patient groups. Multivariable models were constructed to assess outcomes of interest. RESULTS Of 905,830 patients undergoing cancer resection, 1,480 (0.2%) had concomitant CHD. The overall prevalence of such patients increased from <0.1% in 2012 to 0.3% in 2012 (P for trend<0.001). Following risk adjustment, CHD was linked with greater in-hospital mortality (AOR 2.00, 95%CI 1.06-3.76), as well as a notable increase in odds of stroke (AOR 8.94, 95%CI 4.54-17.60), but no statistically significant difference in cardiac (AOR 1.33, 95%CI 0.69-2.59) or renal complications (AOR 1.35, 95%CI 0.92-1.97). Further, CHD was associated with a +2.39 day incremental increase in duration of hospitalization (95%CI +1.04-3.74) and a +$11,760 per-patient increase in hospitalization expenditures (95%CI +$4,160-19,360). CONCLUSIONS While a growing number of patients with CHD are undergoing cancer resection, they demonstrate inferior clinical and financial outcomes, relative to others. Novel screening, risk stratification, and perioperative management guidelines are needed for these patients to provide evidence-based recommendations for this complex and unique cohort.
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Affiliation(s)
- Sara Sakowitz
- Cardiovascular Outcomes Research Laboratories (CORELAB), University of California, Los Angeles, CA, United States of America
| | - Syed Shahyan Bakhtiyar
- Cardiovascular Outcomes Research Laboratories (CORELAB), University of California, Los Angeles, CA, United States of America
- Department of Surgery, University of Colorado, Aurora, CO, United States of America
| | - Konmal Ali
- Cardiovascular Outcomes Research Laboratories (CORELAB), University of California, Los Angeles, CA, United States of America
| | - Saad Mallick
- Cardiovascular Outcomes Research Laboratories (CORELAB), University of California, Los Angeles, CA, United States of America
| | - Catherine Williamson
- Cardiovascular Outcomes Research Laboratories (CORELAB), University of California, Los Angeles, CA, United States of America
| | - Peyman Benharash
- Cardiovascular Outcomes Research Laboratories (CORELAB), University of California, Los Angeles, CA, United States of America
- Department of Surgery, University of California, Los Angeles, CA, United States of America
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Ascandar N, Valenzuela AR, Mabeza RM, Mallick S, Charland NC, Sanaiha Y, Hadaya J, Benharash P. Association of prior bariatric surgery with financial and clinical outcomes of acute myocardial infarction. Surg Obes Relat Dis 2024; 20:1-7. [PMID: 37907385 DOI: 10.1016/j.soard.2023.09.023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2023] [Revised: 09/03/2023] [Accepted: 09/19/2023] [Indexed: 11/02/2023]
Abstract
BACKGROUND Superior clinical outcomes after hospitalization for cardiovascular-related disease such as acute heart failure have been linked with prior history of bariatric surgery, but similar analyses in acute myocardial infarction (MI) are currently limited. OBJECTIVE This work examines clinical outcomes and resource utilization in patients with acute MI hospitalizations with a prior history of bariatric surgery. SETTING Academic university-affiliated hospital in the United States. METHODS All adult patients with hospitalizations with a primary diagnosis of acute MI were queried using the 2016-2020 Nationwide Readmissions Database. The study population was comprised of patients with an International Classification of Diseases, Tenth Revision (ICD-10) diagnosis code for obesity (body mass index ≥35 kg/m2) as well as those with a prior history of bariatric surgery regardless of their body mass index status. Comparison was made between those with a prior history of bariatric surgery and those without. Univariate analysis and multivariate regression models were used to examine the association between bariatric surgery and outcomes of interest, which included in-hospital mortality, medical complications, and resource utilization. RESULTS Of an estimated 2,736,606 hospitalizations for acute MI, 296,902 patients (10.8%) had a diagnosis of obesity and/or a prior history of bariatric surgery. The bariatric cohort was more frequently female and had a lower prevalence of congestive heart failure, chronic lung disease, diabetes, and electrolyte derangements than the nonbariatric cohort. After risk adjustment, prior history of bariatric surgery was associated with significantly lower odds of in-hospital mortality, cardiogenic shock, and acute kidney injury. Additionally, prior history of bariatric surgery was linked to a decreased duration of hospital stay and lower hospitalization costs as well as lower odds of nonhome discharge. CONCLUSION Among acute MI patients with obesity, prior history of bariatric surgery was associated with decreased odds of in-hospital mortality, improved clinical outcomes, and lower resource utilization. Expansion of bariatric surgery programs may provide improved access to a medical intervention that is intertwined with cardiovascular health.
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Affiliation(s)
- Nameer Ascandar
- Cardiovascular Outcomes Research Laboratories, Division of Cardiac Surgery, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, California
| | - Alberto Romo Valenzuela
- Cardiovascular Outcomes Research Laboratories, Division of Cardiac Surgery, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, California
| | - Russyan Mark Mabeza
- Cardiovascular Outcomes Research Laboratories, Division of Cardiac Surgery, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, California
| | - Saad Mallick
- Cardiovascular Outcomes Research Laboratories, Division of Cardiac Surgery, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, California
| | - Nicole C Charland
- Cardiovascular Outcomes Research Laboratories, Division of Cardiac Surgery, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, California
| | - Yas Sanaiha
- Cardiovascular Outcomes Research Laboratories, Division of Cardiac Surgery, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, California
| | - Joseph Hadaya
- Cardiovascular Outcomes Research Laboratories, Division of Cardiac Surgery, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, California
| | - Peyman Benharash
- Cardiovascular Outcomes Research Laboratories, Division of Cardiac Surgery, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, California.
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Mallick S, Sakowitz S, Bakhtiyar SS, Chervu N, Valenzuela A, Kim S, Benharash P. Administrative coding of frailty: Its association with clinical outcomes and resource use in kidney transplantation. Clin Transplant 2024; 38:e15200. [PMID: 38041448 DOI: 10.1111/ctr.15200] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2023] [Revised: 11/07/2023] [Accepted: 11/14/2023] [Indexed: 12/03/2023]
Abstract
INTRODUCTION Although not formalized into current risk assessment models, frailty has been associated with negative postoperative outcomes in many specialties. However, national analyses of the association between frailty and post-transplant outcomes following kidney transplantation (KT) are lacking. METHODS This was a retrospective cohort study of adults undergoing KT from 2016 to 2020 in the Nationwide Readmissions Databases. Frailty was defined using the Johns Hopkins Adjusted Clinical Groups frailty indicator. RESULTS Of an estimated 95 765 patients undergoing KT during the study period, 4918 (5.1%) were frail. After risk adjustment, frail patients were associated with significantly higher odds of in-hospital mortality (AOR 2.17, 95% CI: 1.33-3.57) compared to their non-frail counterparts. Our findings indicate that frail patients had an average increase in postoperative hospital stay of 1.44 days, a $2300 increase in hospitalization costs, as well as higher odds of developing a major perioperative complication as compared to their non-frail counterparts. Frailty was also associated with greater adjusted risk of non-home discharge. CONCLUSIONS Frailty, as identified by administrative coding, is independently associated with worse surgical outcomes, including increased mortality and resource use, in adults undergoing KT. Given the already limited donor organ pool, novel efforts are needed to ensure adequate optimization and timely post-transplantation care of the growing frail cohort undergoing KT.
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Affiliation(s)
- Saad Mallick
- Cardiovascular Outcomes Research Laboratories (CORELAB), David Geffen School of Medicine, University of California, Los Angeles, California, USA
| | - Sara Sakowitz
- Cardiovascular Outcomes Research Laboratories (CORELAB), David Geffen School of Medicine, University of California, Los Angeles, California, USA
| | | | - Nikhil Chervu
- Cardiovascular Outcomes Research Laboratories (CORELAB), David Geffen School of Medicine, University of California, Los Angeles, California, USA
- Department of Surgery, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, California, USA
| | - Alberto Valenzuela
- Cardiovascular Outcomes Research Laboratories (CORELAB), David Geffen School of Medicine, University of California, Los Angeles, California, USA
| | - Shineui Kim
- Cardiovascular Outcomes Research Laboratories (CORELAB), David Geffen School of Medicine, University of California, Los Angeles, California, USA
| | - Peyman Benharash
- Cardiovascular Outcomes Research Laboratories (CORELAB), David Geffen School of Medicine, University of California, Los Angeles, California, USA
- Department of Surgery, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, California, USA
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Chen J, Wang S, Wang K, Abiri P, Huang Z, Yin J, Jabalera AM, Arianpour B, Roustaei M, Zhu E, Zhao P, Cavallero S, Duarte‐Vogel S, Stark E, Luo Y, Benharash P, Tai Y, Cui Q, Hsiai TK. Machine learning-directed electrical impedance tomography to predict metabolically vulnerable plaques. Bioeng Transl Med 2024; 9:e10616. [PMID: 38193119 PMCID: PMC10771559 DOI: 10.1002/btm2.10616] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2023] [Revised: 09/05/2023] [Accepted: 10/15/2023] [Indexed: 01/10/2024] Open
Abstract
The characterization of atherosclerotic plaques to predict their vulnerability to rupture remains a diagnostic challenge. Despite existing imaging modalities, none have proven their abilities to identify metabolically active oxidized low-density lipoprotein (oxLDL), a marker of plaque vulnerability. To this end, we developed a machine learning-directed electrochemical impedance spectroscopy (EIS) platform to analyze oxLDL-rich plaques, with immunohistology serving as the ground truth. We fabricated the EIS sensor by affixing a six-point microelectrode configuration onto a silicone balloon catheter and electroplating the surface with platinum black (PtB) to improve the charge transfer efficiency at the electrochemical interface. To demonstrate clinical translation, we deployed the EIS sensor to the coronary arteries of an explanted human heart from a patient undergoing heart transplant and interrogated the atherosclerotic lesions to reconstruct the 3D EIS profiles of oxLDL-rich atherosclerotic plaques in both right coronary and left descending coronary arteries. To establish effective generalization of our methods, we repeated the reconstruction and training process on the common carotid arteries of an unembalmed human cadaver specimen. Our findings indicated that our DenseNet model achieves the most reliable predictions for metabolically vulnerable plaque, yielding an accuracy of 92.59% after 100 epochs of training.
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Affiliation(s)
- Justin Chen
- Department of Bioengineering, Henry Samueli School of EngineeringUniversity of California, Los AngelesLos AngelesCaliforniaUSA
| | - Shaolei Wang
- Department of Bioengineering, Henry Samueli School of EngineeringUniversity of California, Los AngelesLos AngelesCaliforniaUSA
| | - Kaidong Wang
- Division of Cardiology, Department of Medicine, David Geffen School of MedicineUniversity of California, Los AngelesLos AngelesCaliforniaUSA
| | - Parinaz Abiri
- Department of Bioengineering, Henry Samueli School of EngineeringUniversity of California, Los AngelesLos AngelesCaliforniaUSA
- Division of Cardiology, Department of Medicine, David Geffen School of MedicineUniversity of California, Los AngelesLos AngelesCaliforniaUSA
| | - Zi‐Yu Huang
- Department of Medical EngineeringCalifornia Institute of TechnologyPasadenaCaliforniaUSA
| | - Junyi Yin
- Department of Bioengineering, Henry Samueli School of EngineeringUniversity of California, Los AngelesLos AngelesCaliforniaUSA
| | - Alejandro M. Jabalera
- Department of Bioengineering, Henry Samueli School of EngineeringUniversity of California, Los AngelesLos AngelesCaliforniaUSA
| | - Brian Arianpour
- Department of Bioengineering, Henry Samueli School of EngineeringUniversity of California, Los AngelesLos AngelesCaliforniaUSA
| | - Mehrdad Roustaei
- Department of Bioengineering, Henry Samueli School of EngineeringUniversity of California, Los AngelesLos AngelesCaliforniaUSA
| | - Enbo Zhu
- Division of Cardiology, Department of Medicine, David Geffen School of MedicineUniversity of California, Los AngelesLos AngelesCaliforniaUSA
| | - Peng Zhao
- Division of Cardiology, Department of Medicine, David Geffen School of MedicineUniversity of California, Los AngelesLos AngelesCaliforniaUSA
| | - Susana Cavallero
- Division of Cardiology, Department of Medicine, David Geffen School of MedicineUniversity of California, Los AngelesLos AngelesCaliforniaUSA
- Division of Cardiology, Department of MedicineGreater Los Angeles VA Healthcare SystemLos AngelesCaliforniaUSA
| | - Sandra Duarte‐Vogel
- Division of Laboratory Animal Medicine, David Geffen School of MedicineUniversity of California, Los AngelesLos AngelesCaliforniaUSA
| | - Elena Stark
- Division of Anatomy, Department of Pathology and Laboratory Medicine, David Geffen School of MedicineUniversity of California, Los AngelesLos AngelesCaliforniaUSA
| | - Yuan Luo
- Department of Medical EngineeringCalifornia Institute of TechnologyPasadenaCaliforniaUSA
| | - Peyman Benharash
- Division of Cardiothoracic Surgery, Department of Surgery, David Geffen School of MedicineUniversity of California, Los AngelesLos AngelesCaliforniaUSA
| | - Yu‐Chong Tai
- Department of Medical EngineeringCalifornia Institute of TechnologyPasadenaCaliforniaUSA
| | - Qingyu Cui
- Division of Cardiology, Department of Medicine, David Geffen School of MedicineUniversity of California, Los AngelesLos AngelesCaliforniaUSA
| | - Tzung K. Hsiai
- Department of Bioengineering, Henry Samueli School of EngineeringUniversity of California, Los AngelesLos AngelesCaliforniaUSA
- Division of Cardiology, Department of Medicine, David Geffen School of MedicineUniversity of California, Los AngelesLos AngelesCaliforniaUSA
- Department of Medical EngineeringCalifornia Institute of TechnologyPasadenaCaliforniaUSA
- Division of Cardiology, Department of MedicineGreater Los Angeles VA Healthcare SystemLos AngelesCaliforniaUSA
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