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Muscle Invasive Bladder Cancer: Who Should Not Undergo Radical Cystectomy? A Risk Predictive Model

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dc.contributor.advisor Mukherji, Deborah
dc.contributor.author Tfaily, Mohamad Ali
dc.date.accessioned 2021-05-10T15:32:21Z
dc.date.available 2021-05-10T15:32:21Z
dc.date.issued 5/10/2021
dc.identifier.uri http://hdl.handle.net/10938/22842
dc.description.abstract Background: The gold standard treatment of muscle invasive bladder cancer (MIBC) is radical cystectomy (RC) for eligible patients. Recently, trimodal therapy has been recommended as an alternative bladder preserving approach. We aim to identify patients to whom trimodal therapy is the optimal approach by constructing risk calculators of morbidity and mortality. Methods: Using ACS-NSQIP database, we selected the patients having MIBC undergoing RC, making 10642 patients. Our primary outcome was mortality and secondary outcome was morbidity within 30 days of the procedure. Morbidity was assessed using prolonged length of stay (>10 days). We underwent multivariate logistic regression to obtain the best fit model for each outcome on 60% of the sample. Validation of the models was done on 40% of the sample. Model performance was assessed using discrimination and calibration abilities. Risk calculator was constructed using Excel. Results: Of the full cohort, 199 patients (1.9%) experienced death and 2328 patients (21.9%) experienced morbidity. For the mortality model, the area under the curve was 70% with Hosmer-Lemeshow statistic of 0.64. Variables significant in the model included age, frailty, ASA status and preoperative creatinine. For the morbidity model, the area under the curve was 65% with a Hosmer-Lemeshow statistic of 0.8. Variables significant in the model included age, frailty, albumin, preoperative creatinine, robotic surgery and continent diversion. Conclusion: We provide statistically significant and clinically relevant models to be used in the clinical setting to provide patients with individualized risks of morbidity and mortality from RC.  
dc.language.iso en_US
dc.subject Muscle Invasive Bladder Cancer
dc.subject Radical Cystectomy
dc.subject Risk Prediction
dc.title Muscle Invasive Bladder Cancer: Who Should Not Undergo Radical Cystectomy? A Risk Predictive Model
dc.type Thesis
dc.contributor.department Department of Scholars in Health Research Program
dc.contributor.faculty Faculty of Medicine
dc.contributor.institution American University of Beirut
dc.contributor.commembers Tamim, Hani
dc.contributor.commembers El Hajj, Albert
dc.contributor.commembers El Bejjani, Martine


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