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Hasjim BJ, Mohammadi M, Balbale SN, Paukner M, Banea T, Shi H, Furmanchuk A, VanWagner LB, Zhao L, Duarte-Rojo A, Doll J, Mehrotra S, Ladner DP, CAPriCORN Team. High Hospitalization Rates and Risk Factors Among Frail Patients With Cirrhosis: A 10-year Population-based Cohort Study. Clin Gastroenterol Hepatol 2025; 23:1152-1163. [PMID: 39426643 PMCID: PMC12006459 DOI: 10.1016/j.cgh.2024.08.044] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/09/2024] [Revised: 08/26/2024] [Accepted: 08/27/2024] [Indexed: 10/21/2024]
Abstract
BACKGROUND & AIMS Cirrhosis-related inpatient hospitalizations have increased dramatically over the past decade. We used a longitudinal dataset capturing a large metropolitan area in the United States from 2011 to 2021 to evaluate contemporary hospitalization rates and risk factors among frail patients with cirrhosis. METHODS We conducted a retrospective, longitudinal cohort study using the Chicago Area Patient-Centered Outcomes Research Network (CAPriCORN) database, an electronic health record repository that aggregates de-duplicated data across 7 health care systems in the Chicago metropolitan area, from 2011 to 2021. The primary outcome of our study was the rate of hospitalization encounters. Frailty was defined by the Hospital Frailty Risk Score. Hospitalization rates were reported per 100 patients per year, and a multivariable logistic regression analysis identified predictors of annual hospitalization probability. RESULTS During the study period, of 36,971 patients, 16,265 patients (44%) were hospitalized (compensated, 18.4%; decompensated, 81.6%). Hospitalization rates were highest in patients with decompensated cirrhosis, reaching nearly 77.3 hospitalizations/100 patients per year. Hospitalization rates among patients with compensated cirrhosis were also high (14.2 vs 77.3 hospitalization/100 patients per year), with odds of annual hospitalization 3 times (odds ratio, 3.1; 95% confidence interval, 2.9-3.4) as high among compensated patients with intermediate frailty and 5 times (odds ratio, 5.2; 95% confidence interval, 4.5-6.0) as high among those with severe frailty (compared with compensated patients with low frailty). CONCLUSION Compensated and decompensated cirrhosis patients with intermediate to severe frailty face a substantially increased odds of annual hospitalizations compared with those with low frailty. Future work should focus on targeted interventions to incorporate routine frailty screenings into cirrhosis care and to ultimately minimize high hospitalization rates.
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Affiliation(s)
- Bima J Hasjim
- Northwestern University Transplant Outcomes Research Collaborative (NUTORC), Comprehensive Transplant Center (CTC), Northwestern University, Chicago, Illinois
| | - Mohsen Mohammadi
- Center for Engineering and Health, McCormick School of Engineering and Applied Science, Northwestern University, Chicago, Illinois; Department of Industrial Engineering and Management Sciences, McCormick School of Engineering, Northwestern University, Evanston, Illinois
| | - Salva N Balbale
- Division of Gastroenterology and Hepatology, Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois; Center for Health Services and Outcomes Research, Institute of Public Health and Medicine & Northwestern Quality Improvement, Research, & Education in Surgery (NQUIRES), Department of Surgery, Northwestern University Feinberg School of Medicine, Chicago, Illinois; Center of Innovation for Complex Chronic Healthcare (CINCCH), Edward Hines, Jr. VA Hospital, Hines, Illinois
| | - Mitchell Paukner
- Northwestern University Transplant Outcomes Research Collaborative (NUTORC), Comprehensive Transplant Center (CTC), Northwestern University, Chicago, Illinois; Division of Biostatistics, Department of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Therese Banea
- Northwestern University Transplant Outcomes Research Collaborative (NUTORC), Comprehensive Transplant Center (CTC), Northwestern University, Chicago, Illinois
| | - Haoyan Shi
- Center for Engineering and Health, McCormick School of Engineering and Applied Science, Northwestern University, Chicago, Illinois; Department of Mathematics, Northwestern University, Evanston, Illinois; Department of Computer Science, McCormick School of Engineering, Northwestern University, Evanston, Illinois
| | - Al'ona Furmanchuk
- Department of General Internal Medicine, Feinberg School of Medicine, Northwestern University, Chicago, Illinois
| | - Lisa B VanWagner
- Northwestern University Transplant Outcomes Research Collaborative (NUTORC), Comprehensive Transplant Center (CTC), Northwestern University, Chicago, Illinois; Division of Digestive and Liver Diseases, Department of Medicine, University of Texas Southwestern Medical Center, Dallas, Texas
| | - Lihui Zhao
- Northwestern University Transplant Outcomes Research Collaborative (NUTORC), Comprehensive Transplant Center (CTC), Northwestern University, Chicago, Illinois; Division of Biostatistics, Department of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Andres Duarte-Rojo
- Northwestern University Transplant Outcomes Research Collaborative (NUTORC), Comprehensive Transplant Center (CTC), Northwestern University, Chicago, Illinois; Division of Gastroenterology and Hepatology, Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Julianna Doll
- Northwestern University Transplant Outcomes Research Collaborative (NUTORC), Comprehensive Transplant Center (CTC), Northwestern University, Chicago, Illinois
| | - Sanjay Mehrotra
- Northwestern University Transplant Outcomes Research Collaborative (NUTORC), Comprehensive Transplant Center (CTC), Northwestern University, Chicago, Illinois; Center for Engineering and Health, McCormick School of Engineering and Applied Science, Northwestern University, Chicago, Illinois; Department of Industrial Engineering and Management Sciences, McCormick School of Engineering, Northwestern University, Evanston, Illinois
| | - Daniela P Ladner
- Northwestern University Transplant Outcomes Research Collaborative (NUTORC), Comprehensive Transplant Center (CTC), Northwestern University, Chicago, Illinois; Center for Health Services and Outcomes Research, Institute of Public Health and Medicine & Northwestern Quality Improvement, Research, & Education in Surgery (NQUIRES), Department of Surgery, Northwestern University Feinberg School of Medicine, Chicago, Illinois; Division of Transplantation, Department of Surgery, Northwestern University Feinberg School of Medicine, Chicago, Illinois.
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Su WX, Li YF, Zhu YJ, Li DW. Nursing care for patients with liver cirrhosis undergoing surgery for esophageal variceal bleeding in an integrated healthcare system. World J Gastrointest Surg 2025; 17:100400. [PMID: 40291891 PMCID: PMC12019073 DOI: 10.4240/wjgs.v17.i4.100400] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/28/2024] [Revised: 12/23/2024] [Accepted: 02/11/2025] [Indexed: 03/29/2025] Open
Abstract
BACKGROUND Globally, Liver cirrhosis is the 14th leading cause of death and poses a significant threat to human health. AIM To investigate the effects of a multidisciplinary collaboration model on postoperative recovery and psychological stress in patients with liver cirrhosis undergoing esophageal variceal bleeding (EVB) surgery within an integrated healthcare system. METHODS Between January 2022 and March 2024, a total of 180 patients with cirrhosis and EVB were admitted and randomly assigned to either a control group (standard care) or an observation group (standard care plus the multidisciplinary collaboration model), with 90 patients in each group. Postoperative recovery indicators (time to symptom improvement, time to start eating, time to bowel sound recovery, time to first flatus, and hospital stay), psychological stress responses [self-rating anxiety scale (SAS); self-rating depression scale (SDS)], subjective well-being, and incidence of complications were compared between the two groups. RESULTS Compared to the control group, the observation group showed earlier symptom improvement, earlier return to eating, bowel sound recovery, first flatus, and a shorter hospital stay. Pre-intervention SAS and SDS scores were not significantly different between the groups, but post-intervention scores were significantly lower in the observation group. Similarly, there was no significant difference in the subjective well-being scores before the intervention between the two groups. After the intervention, both groups showed improved scores, with the observation group scoring significantly higher than the control group. CONCLUSION The observation group also had a lower incidence of complications. Therefore, for patients with liver cirrhosis undergoing EVB surgery, a multidisciplinary collaboration model within an integrated healthcare system can promote early postoperative recovery, reduces psychological stress, improves subjective well-being, and reduces complications and rebleeding.
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Affiliation(s)
- Wen-Xiu Su
- Department of Critical Medicine, The Second Affiliated Hospital and Yuying Children’s Hospital of Wenzhou Medical University, Wenzhou 325000, Zhejiang Province, China
| | - Yun-Fei Li
- Department of Critical Medicine, The Second Affiliated Hospital and Yuying Children’s Hospital of Wenzhou Medical University, Wenzhou 325000, Zhejiang Province, China
| | - Yi-Jun Zhu
- Department of Critical Medicine, The Second Affiliated Hospital and Yuying Children’s Hospital of Wenzhou Medical University, Wenzhou 325000, Zhejiang Province, China
| | - Di-Wen Li
- Department of Critical Medicine, The Second Affiliated Hospital and Yuying Children’s Hospital of Wenzhou Medical University, Wenzhou 325000, Zhejiang Province, China
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Harris KB, Gonzalez HC, Gordon SC. The Health Care Burden of Hepatic Encephalopathy. Clin Liver Dis 2024; 28:265-272. [PMID: 38548438 DOI: 10.1016/j.cld.2024.01.009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/02/2024]
Abstract
Hepatic encephalopathy-a common and debilitating complication of cirrhosis-results in major health care burden on both patients and caregivers through direct and indirect costs. In addition to risk of falls, inability to work and drive, patients with hepatic encephalopathy often require hospital admission (and often readmission), and many require subacute care following hospitalization. The costs and psychological impact of liver transplantation often ensue. As the prevalence of chronic liver disease increases throughout the United States, the health care burden of hepatic encephalopathy will continue to grow.
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Affiliation(s)
- Kevin B Harris
- Division of Gastroenterology and Hepatology, Henry Ford Health, Detroit, MI, USA
| | - Humberto C Gonzalez
- Division of Gastroenterology and Hepatology, Henry Ford Health, Detroit, MI, USA; Wayne State University, School of Medicine, Detroit, MI, USA
| | - Stuart C Gordon
- Division of Gastroenterology and Hepatology, Henry Ford Health, Detroit, MI, USA; Wayne State University, School of Medicine, Detroit, MI, USA.
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