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Hasjim BJ, Huang AA, Paukner M, Polineni P, Harris A, Mohammadi M, Kershaw KN, Banea T, VanWagner LB, Zhao L, Mehrotra S, Ladner DP. Where you live matters: Area deprivation predicts poor survival and liver transplant waitlisting. Am J Transplant 2024; 24:803-817. [PMID: 38346498 PMCID: PMC11070293 DOI: 10.1016/j.ajt.2024.02.009] [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] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2023] [Revised: 01/25/2024] [Accepted: 02/08/2024] [Indexed: 03/03/2024]
Abstract
Social determinants of health (SDOH) are important predictors of poor clinical outcomes in chronic diseases, but their associations among the general cirrhosis population and liver transplantation (LT) are limited. We conducted a retrospective, multiinstitutional analysis of adult (≥18-years-old) patients with cirrhosis in metropolitan Chicago to determine the associations of poor neighborhood-level SDOH on decompensation complications, mortality, and LT waitlisting. Area deprivation index and covariates extracted from the American Census Survey were aspects of SDOH that were investigated. Among 15 101 patients with cirrhosis, the mean age was 57.2 years; 6414 (42.5%) were women, 6589 (43.6%) were non-Hispanic White, 3652 (24.2%) were non-Hispanic Black, and 2662 (17.6%) were Hispanic. Each quintile increase in area deprivation was associated with poor outcomes in decompensation (sHR [subdistribution hazard ratio] 1.07; 95% CI 1.05-1.10; P < .001), waitlisting (sHR 0.72; 95% CI 0.67-0.76; P < .001), and all-cause mortality (sHR 1.09; 95% CI 1.06-1.12; P < .001). Domains of SDOH associated with a lower likelihood of waitlisting and survival included low income, low education, poor household conditions, and social support (P < .001). Overall, patients with cirrhosis residing in poor neighborhood-level SDOH had higher decompensation, and mortality, and were less likely to be waitlisted for LT. Further exploration of structural barriers toward LT or optimizing health outcomes is warranted.
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Affiliation(s)
- Bima J Hasjim
- Northwestern University Transplant Outcomes Research Collaborative (NUTORC), Comprehensive Transplant Center (CTC), Northwestern University, Chicago, Illinois, USA
| | - Alexander A Huang
- Northwestern University Transplant Outcomes Research Collaborative (NUTORC), Comprehensive Transplant Center (CTC), Northwestern University, Chicago, Illinois, USA
| | - Mitchell Paukner
- Northwestern University Transplant Outcomes Research Collaborative (NUTORC), Comprehensive Transplant Center (CTC), Northwestern University, Chicago, Illinois, USA; Division of Biostatistics, Department of Preventive Medicine, Northwestern University, Chicago, Illinois, USA
| | - Praneet Polineni
- Northwestern University Transplant Outcomes Research Collaborative (NUTORC), Comprehensive Transplant Center (CTC), Northwestern University, Chicago, Illinois, USA
| | - Alexandra Harris
- Northwestern University Transplant Outcomes Research Collaborative (NUTORC), Comprehensive Transplant Center (CTC), Northwestern University, Chicago, Illinois, USA; Institute for Public Health and Medicine (IPHAM), Northwestern University, Chicago, Illinois, USA
| | - Mohsen Mohammadi
- Northwestern University Transplant Outcomes Research Collaborative (NUTORC), Comprehensive Transplant Center (CTC), Northwestern University, Chicago, Illinois, USA; Department of Industrial Engineering and Management Sciences, McCormick School of Engineering, Northwestern University, Evanston, Illinois, USA
| | - Kiarri N Kershaw
- Northwestern University Transplant Outcomes Research Collaborative (NUTORC), Comprehensive Transplant Center (CTC), Northwestern University, Chicago, Illinois, USA; Division of Epidemiology, Department of Preventive Medicine, Northwestern University, Chicago, Illinois, USA
| | - Therese Banea
- Northwestern University Transplant Outcomes Research Collaborative (NUTORC), Comprehensive Transplant Center (CTC), Northwestern University, Chicago, Illinois, USA
| | - Lisa B VanWagner
- Northwestern University Transplant Outcomes Research Collaborative (NUTORC), Comprehensive Transplant Center (CTC), Northwestern University, Chicago, Illinois, USA; Division of Digestive and Liver Diseases, Department of Medicine, University of Texas Southwestern Medical Center, Dallas, Texas, USA
| | - Lihui Zhao
- Northwestern University Transplant Outcomes Research Collaborative (NUTORC), Comprehensive Transplant Center (CTC), Northwestern University, Chicago, Illinois, USA; Division of Biostatistics, Department of Preventive Medicine, Northwestern University, Chicago, Illinois, USA
| | - Sanjay Mehrotra
- Northwestern University Transplant Outcomes Research Collaborative (NUTORC), Comprehensive Transplant Center (CTC), Northwestern University, Chicago, Illinois, USA; Department of Industrial Engineering and Management Sciences, McCormick School of Engineering, Northwestern University, Evanston, Illinois, USA
| | - Daniela P Ladner
- Northwestern University Transplant Outcomes Research Collaborative (NUTORC), Comprehensive Transplant Center (CTC), Northwestern University, Chicago, Illinois, USA; Division of Organ Transplantation, Department of Surgery, Northwestern University, Chicago, Illinois, USA.
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Ladner DP, Gmeiner M, Hasjim BJ, Mazumder N, Kang R, Parker E, Stephen J, Polineni P, Chorniy A, Zhao L, VanWagner LB, Ackermann RT, Manski CF. Increasing prevalence of cirrhosis among insured adults in the United States, 2012-2018. PLoS One 2024; 19:e0298887. [PMID: 38408083 PMCID: PMC10896513 DOI: 10.1371/journal.pone.0298887] [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] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2023] [Accepted: 01/31/2024] [Indexed: 02/28/2024] Open
Abstract
BACKGROUND Liver cirrhosis is a chronic disease that is known as a "silent killer" and its true prevalence is difficult to describe. It is imperative to accurately characterize the prevalence of cirrhosis because of its increasing healthcare burden. METHODS In this retrospective cohort study, trends in cirrhosis prevalence were evaluated using administrative data from one of the largest national health insurance providers in the US. (2011-2018). Enrolled adult (≥18-years-old) patients with cirrhosis defined by ICD-9 and ICD-10 were included in the study. The primary outcome measured in the study was the prevalence of cirrhosis 2011-2018. RESULTS Among the 371,482 patients with cirrhosis, the mean age was 62.2 (±13.7) years; 53.3% had commercial insurance and 46.4% had Medicare Advantage. The most frequent cirrhosis etiologies were alcohol-related (26.0%), NASH (20.9%) and HCV (20.0%). Mean time of follow-up was 725 (±732.3) days. The observed cirrhosis prevalence was 0.71% in 2018, a 2-fold increase from 2012 (0.34%). The highest prevalence observed was among patients with Medicare Advantage insurance (1.67%) in 2018. Prevalence increased in each US. state, with Southern states having the most rapid rise (2.3-fold). The most significant increases were observed in patients with NASH (3.9-fold) and alcohol-related (2-fold) cirrhosis. CONCLUSION Between 2012-2018, the prevalence of liver cirrhosis doubled among insured patients. Alcohol-related and NASH cirrhosis were the most significant contributors to this increase. Patients living in the South, and those insured by Medicare Advantage also have disproportionately higher prevalence of cirrhosis. Public health interventions are important to mitigate this concerning trajectory of strain to the health system.
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Affiliation(s)
- Daniela P. Ladner
- Northwestern University Transplant Outcomes Research Collaborative (NUTORC), Comprehensive Transplant Center (CTC), Northwestern University, Chicago, IL, United States of America
- Department of Surgery, Division of Organ Transplantation, Northwestern University, Chicago, IL, United States of America
| | - Michael Gmeiner
- Department of Economics, London School of Economics, London, United Kingdom
| | - Bima J. Hasjim
- Northwestern University Transplant Outcomes Research Collaborative (NUTORC), Comprehensive Transplant Center (CTC), Northwestern University, Chicago, IL, United States of America
| | - Nikhilesh Mazumder
- Northwestern University Transplant Outcomes Research Collaborative (NUTORC), Comprehensive Transplant Center (CTC), Northwestern University, Chicago, IL, United States of America
- Department of Medicine, Division of Hepatology, University of Michigan, Ann Arbor, MI, United States of America
| | - Raymond Kang
- Institute for Public Health and Medicine (IPHAM), Northwestern University, Chicago, IL, United States of America
| | | | - John Stephen
- Department of Preventive Medicine, Northwestern University, Chicago, IL, United States of America
| | - Praneet Polineni
- Northwestern University Transplant Outcomes Research Collaborative (NUTORC), Comprehensive Transplant Center (CTC), Northwestern University, Chicago, IL, United States of America
| | - Anna Chorniy
- Department of Medical Social Sciences and Buehler Center for Health Policy and Economics, Northwestern University, Chicago, IL, United States of America
| | - Lihui Zhao
- Northwestern University Transplant Outcomes Research Collaborative (NUTORC), Comprehensive Transplant Center (CTC), Northwestern University, Chicago, IL, United States of America
- Department of Preventive Medicine, Northwestern University, Chicago, IL, United States of America
| | - Lisa B. VanWagner
- Northwestern University Transplant Outcomes Research Collaborative (NUTORC), Comprehensive Transplant Center (CTC), Northwestern University, Chicago, IL, United States of America
- Department of Medicine, Division of Digestive and Liver Diseases, University of Texas Southwestern Medical Center, Dallas, TX, United States of America
| | - Ronald T. Ackermann
- Northwestern University Transplant Outcomes Research Collaborative (NUTORC), Comprehensive Transplant Center (CTC), Northwestern University, Chicago, IL, United States of America
- Institute for Public Health and Medicine (IPHAM), Northwestern University, Chicago, IL, United States of America
| | - Charles F. Manski
- Northwestern University Transplant Outcomes Research Collaborative (NUTORC), Comprehensive Transplant Center (CTC), Northwestern University, Chicago, IL, United States of America
- Department of Economics and Institute for Policy Research, Northwestern University, Evanston, IL, United States of America
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Thuluvath AJ, Duarte-Rojo A, Lai JC, Peipert J, Dietch ZC, Siddiqui O, Morrissey S, Belfanti K, Zhao L, Guo K, Nizamuddin M, Polineni P, Levitsky J, Flores AM, Ladner DP. Brief PROMIS Assessment Screens for Frailty and Predicts Hospitalizations in Liver Transplant Candidates. Transplantation 2024; 108:491-497. [PMID: 37496147 DOI: 10.1097/tp.0000000000004741] [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: 07/28/2023]
Abstract
BACKGROUND Frailty is prevalent in patients with end-stage liver disease and predicts waitlist mortality, posttransplant mortality, and frequency of hospitalizations. The Liver Frailty Index (LFI) is a validated measure of frailty in liver transplant (LT) candidates but requires an in-person assessment. METHODS We studied the association between patient-reported physical function and LFI in a single-center prospective study of adult patients with cirrhosis undergoing LT evaluation from October 2020 to December 2021. Frailty was assessed with the LFI and 4-m gait speed. Patient-reported physical function was evaluated using a brief Patient-Reported Outcomes Measurement Information System (PROMIS) survey. RESULTS Eighty-one LT candidates were enrolled, with a mean model of end-stage liver disease-sodium of 17.6 (±6.3). The mean LFI was 3.7 (±0.77; 15% frail and 59% prefrail) and the mean PROMIS Physical Function score was 45 (±8.6). PROMIS Physical Function correlated with LFI ( r = -0.54, P < 0.001) and 4-m gait speed ( r = 0.48, P < 0.001). The mean hospitalization rate was 1.1 d admitted per month. After adjusting for age, sex, and model of end-stage liver disease-sodium, patient-reported physical function-predicted hospitalization rate ( P = 0.001). CONCLUSIONS This study suggests that a brief patient-reported outcome measure can be used to screen for frailty and predict hospitalizations in patients with cirrhosis.
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Affiliation(s)
- Avesh J Thuluvath
- Northwestern University Transplant Outcomes Research Collaborative, Comprehensive Transplant Center, Feinberg School of Medicine, Northwestern University, Chicago, IL
- Division of Gastroenterology and Hepatology, Department of Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL
| | - Andres Duarte-Rojo
- Division of Gastroenterology and Hepatology, Starzl Transplantation Institute, and Pittsburgh Liver Research Center, University of Pittsburgh, Pittsburgh, PA
| | - Jennifer C Lai
- Division of Gastroenterology and Hepatology, Department of Medicine, University of California-San Francisco, San Francisco, CA
| | - John Peipert
- Northwestern University Transplant Outcomes Research Collaborative, Comprehensive Transplant Center, Feinberg School of Medicine, Northwestern University, Chicago, IL
- Department of Medical Social Sciences, Feinberg School of Medicine, Northwestern University, Chicago, IL
| | - Zachary C Dietch
- Northwestern University Transplant Outcomes Research Collaborative, Comprehensive Transplant Center, Feinberg School of Medicine, Northwestern University, Chicago, IL
- Division of Transplant, Department of Surgery, Feinberg School of Medicine, Northwestern University, Chicago, IL
| | - Osama Siddiqui
- Northwestern University Transplant Outcomes Research Collaborative, Comprehensive Transplant Center, Feinberg School of Medicine, Northwestern University, Chicago, IL
| | - Sheila Morrissey
- Northwestern University Transplant Outcomes Research Collaborative, Comprehensive Transplant Center, Feinberg School of Medicine, Northwestern University, Chicago, IL
- Department of Physical Therapy and Human Movement Sciences, Feinberg School of Medicine, Northwestern University, Chicago, IL
| | - Kimberly Belfanti
- Northwestern University Transplant Outcomes Research Collaborative, Comprehensive Transplant Center, Feinberg School of Medicine, Northwestern University, Chicago, IL
- Department of Physical Therapy and Human Movement Sciences, Feinberg School of Medicine, Northwestern University, Chicago, IL
| | - Lihui Zhao
- Department of Preventive Medicine, Biostatistics Collaboration Center, Northwestern Medicine, Chicago, IL
| | - Kexin Guo
- Department of Preventive Medicine, Biostatistics Collaboration Center, Northwestern Medicine, Chicago, IL
| | - Mohammad Nizamuddin
- Northwestern University Transplant Outcomes Research Collaborative, Comprehensive Transplant Center, Feinberg School of Medicine, Northwestern University, Chicago, IL
| | - Praneet Polineni
- Northwestern University Transplant Outcomes Research Collaborative, Comprehensive Transplant Center, Feinberg School of Medicine, Northwestern University, Chicago, IL
| | - Josh Levitsky
- Northwestern University Transplant Outcomes Research Collaborative, Comprehensive Transplant Center, Feinberg School of Medicine, Northwestern University, Chicago, IL
- Division of Gastroenterology and Hepatology, Department of Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL
| | - Ann-Marie Flores
- Northwestern University Transplant Outcomes Research Collaborative, Comprehensive Transplant Center, Feinberg School of Medicine, Northwestern University, Chicago, IL
- Department of Medical Social Sciences, Feinberg School of Medicine, Northwestern University, Chicago, IL
- Department of Physical Therapy and Human Movement Sciences, Feinberg School of Medicine, Northwestern University, Chicago, IL
- Cancer Survivorship Institute, Robert H. Lurie Comprehensive Cancer Center of Northwestern University, Chicago, IL
| | - Daniela P Ladner
- Northwestern University Transplant Outcomes Research Collaborative, Comprehensive Transplant Center, Feinberg School of Medicine, Northwestern University, Chicago, IL
- Department of Medical Social Sciences, Feinberg School of Medicine, Northwestern University, Chicago, IL
- Division of Transplant, Department of Surgery, Feinberg School of Medicine, Northwestern University, Chicago, IL
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Polineni P, Ashack L, Kalapurakal J, Morgans A, VanderWeele D, Kundu S, Hussain M, Meeks J, Sachdev S. Trimodality Treatment for Muscle-Invasive Bladder Cancer: An Institutional Experience. Adv Radiat Oncol 2021; 6:100718. [PMID: 34286164 PMCID: PMC8273199 DOI: 10.1016/j.adro.2021.100718] [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] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2020] [Revised: 04/07/2021] [Accepted: 04/27/2021] [Indexed: 12/02/2022] Open
Abstract
Purpose As an alternative to radical cystectomy, tri-modality treatment (TMT) is an effective treatment approach for selected patients with muscle-invasive bladder cancer (MIBC). The purpose of this report is to contribute to the literature by summarizing institutional outcomes of a bladder-preserving TMT approach for patients with MIBC. Methods and Materials Patients treated with TMT for MIBC from 1998 to 2019 were identified. Patient, disease, and treatment factors were recorded. Overall survival (OS), disease-free survival (DFS), and bladder-preserved DFS were estimated with the Kaplan-Meier method. Prognostic factors were evaluated with Cox proportional hazards regression. Results Thirty-two patients treated with TMT to a median dose of 64.8 Gy for T2 (78%), T3 (19%), and T4 (3%) disease were followed for a median of 19 months (mean, 36; range, 6-213); 31% had associated carcinoma in situ; 25% had associated hydronephrosis. Cisplatin was the most commonly used chemotherapeutic agent. OS rates were 84% at 1 year and 61% at 5 years. DFS rates were 84% and 61% and bladder-preserved DFS rates were 84% and 60% at 1 year and 5 years, respectively. Salvage cystectomy rates at 1 year and 5 years were 4% and 9%, respectively. Four patients had locally invasive recurrences at 8, 11, 34, and 37 months after initial MIBC diagnosis, 2 of whom underwent salvage radical cystectomy. Ten (31%) patients developed distant disease at a median of 13 months after diagnosis. Unlike local recurrence, distant recurrences were associated with worse OS and hazard ratios of 3.4 (P = 0.039). Conclusions OS and DFS were comparable to those of published data. Our outcomes support TMT as an effective option for carefully selected patients with MIBC.
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Affiliation(s)
| | | | | | | | | | - Shilajit Kundu
- Urology, Robert H. Lurie Comprehensive Cancer Center, Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | | | - Joshua Meeks
- Urology, Robert H. Lurie Comprehensive Cancer Center, Northwestern University Feinberg School of Medicine, Chicago, Illinois
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Gabr A, Polineni P, Mouli SK, Riaz A, Lewandowski RJ, Salem R. Neoadjuvant Radiation Lobectomy As an Alternative to Portal Vein Embolization in Hepatocellular Carcinoma. Semin Nucl Med 2019; 49:197-203. [PMID: 30954185 DOI: 10.1053/j.semnuclmed.2019.01.009] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Surgical resection is considered first line and potentially curative for early stage hepatocellular carcinoma. However, many patients presenting with small tumors might not qualify as candidates for surgical resection given their small future liver remnant (FLR); such patients tend to undergo neoadjuvant therapies prior to resection to minimize the risk of hepatic decompensation after major hepatic resection. While there are several techniques for inducing FLR hypertrophy, a recent approach in hepatocellular carcinoma is Y90 radiation lobectomy (RL). RL was discovered serendipitously after noticing contralateral lobar hypertrophy in patients who had ipsilateral lobar Y90 radioembolization. This is now proactively used in bridging patients to surgical resection by inducing FLR hypertrophy. In this article we discuss the evolution of RL as an alternative to portal vein embolization which has been long used to induce FLR hypertrophy, albeit mostly in metastatic liver disease.
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Affiliation(s)
- Ahmed Gabr
- Department of Radiology, Section of Interventional Radiology, Northwestern University, Chicago, IL
| | - Praneet Polineni
- Department of Radiology, Section of Interventional Radiology, Northwestern University, Chicago, IL
| | - Samdeep K Mouli
- Department of Radiology, Section of Interventional Radiology, Northwestern University, Chicago, IL
| | - Ahsun Riaz
- Department of Radiology, Section of Interventional Radiology, Northwestern University, Chicago, IL
| | - Robert J Lewandowski
- Department of Radiology, Section of Interventional Radiology, Northwestern University, Chicago, IL; Department of Medicine, Division of Hematology and Oncology, Northwestern University, Chicago, IL; Department of Surgery, Division of Transplant Surgery, Northwestern University, Chicago, IL
| | - Riad Salem
- Department of Radiology, Section of Interventional Radiology, Northwestern University, Chicago, IL; Department of Medicine, Division of Hematology and Oncology, Northwestern University, Chicago, IL; Department of Surgery, Division of Transplant Surgery, Northwestern University, Chicago, IL.
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