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Kulkarni AV, Sarin SK. Acute-on-chronic liver failure - steps towards harmonization of the definition! J Hepatol 2024; 81:360-366. [PMID: 38554849 DOI: 10.1016/j.jhep.2024.03.036] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/29/2023] [Revised: 03/16/2024] [Accepted: 03/18/2024] [Indexed: 04/02/2024]
Abstract
Acute-on-chronic liver failure (ACLF), usually precipitated by alcohol misuse or viral reactivation, is characterised by rapid onset and usually reversible liver failure. Various definitions of ACLF have been proposed and widely used across the globe, including those by APASL, COSSH, EASL-CLIF, Japanese experts, and NACSELD. Although all the definitions have several similarities and connote high short-term mortality, a clear and standardised definition is still lacking, hampering research in this key area. In this review, we discuss the similarities and differences among various definitions and propose steps to harmonise EASL-CLIF, APASL, NACSELD, Japanese, and Chinese definitions of ACLF.
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Affiliation(s)
| | - Shiv Kumar Sarin
- Department of Hepatology, Institute of Liver and Biliary Sciences, New Delhi, India.
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Kulkarni AV, Gustot T, Reddy KR. Liver transplantation for acute liver failure (ALF) and acute-on-chronic liver failure (ACLF). Am J Transplant 2024:S1600-6135(24)00435-0. [PMID: 39094950 DOI: 10.1016/j.ajt.2024.07.012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2024] [Revised: 07/11/2024] [Accepted: 07/11/2024] [Indexed: 08/04/2024]
Abstract
Acute liver failure (ALF) and acute-on-chronic liver (ACLF) are distinct phenotypes of liver failure and thus need to be compared and contrasted for appropriate management. There has been a significant improvement in the outcomes of these patients undergoing liver transplantation (LT). Survival post-LT for ALF and ACLF ranges between 90-95% and 80-90% at 1 year, futility criteria have been described in both ALF and ACLF where organ failures define survival. Plasma exchange and continuous renal replacement therapy may serve as bridging therapies. Identifying the futility of LT is as necessary as the utility of LT in patients with ALF and ACLF. The role of regenerative therapies such as granulocyte colony-stimulating factors in ACLF and hepatocyte and Xenotransplantation in both conditions remains uncertain. Measures to increase the donor pool through increasing cadaveric transplants in Asian countries, living donations in Western countries, auxiliary liver transplants and ABO-incompatible liver transplants are necessary to improve the survival of these patients. In this review, we discuss the similarities and differences in clinical characteristics and the timing and outcomes of LT for ALF and ACLF, briefly highlighting the role of bridging therapies and providing an overview of recent advances in the management of ALF and ACLF.
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Affiliation(s)
- Anand V Kulkarni
- Department of Hepatology, Asian Institute of Gastroenterology, Hyderabad, India
| | - Thierry Gustot
- Liver Transplant Unit, Dept. Gastroenterology, Hepato-Pancreatology and Digestive Oncology, HUB Hôpital Erasme, Brussels, Belgium; Laboratory of Experimental Gastroenterology, Université Libre de Bruxelles, Brussels, Belgium; Inserm Unité 1149, Centre de Recherche sur l'inflammation (CRI), Paris, France; UMR S_1149, Université Paris Diderot, Paris, France
| | - K Rajender Reddy
- Division of Gastroenterology and Hepatology. University of Pennsylvania, Philadelphia, USA.
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Artru F, Sacleux SC, Ursic-Bedoya J, Ntandja Wandji LC, Lutu A, L'Hermite S, Levy C, Khaldi M, Levesque E, Dharancy S, Boleslawski E, Lebuffe G, Le Goffic C, Ichai P, Coilly A, De Martin E, Vibert E, Meszaros M, Herrerro A, Monet C, Jaber S, Samuel D, Mathurin P, Labreuche J, Pageaux GP, Saliba F, Louvet A. Long-term outcome following liver transplantation of patients with ACLF grade 3. J Hepatol 2024:S0168-8278(24)02346-8. [PMID: 38981560 DOI: 10.1016/j.jhep.2024.06.039] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/23/2023] [Revised: 06/06/2024] [Accepted: 06/27/2024] [Indexed: 07/11/2024]
Abstract
BACKGROUND AND AIMS Utility, a major principle for allocation in the context of transplantation, is questioned in patients with acute-on chronic liver failure grade 3 (ACLF-3) who undergo liver transplantation (LT). We aimed to explore long-term outcomes of patients included the three-center retrospective French experience published in 2017. METHOD All patients with ACLF-3 (n=73) as well as their transplanted matched controlled with ACLF-2 (n=145), 1 (n=119) and no ACLF (n=292) that have participated in the princeps study published in 2017 were included. We explored 5- and 10-year patient and graft survivals, causes of death and their predictive factors. RESULTS Median follow-up of patients ACLF-3 patients was 7.5 years. At LT, median MELD was 40. In patients with ACLF-3, 2, 1 and no ACLF, 5-year patients' survivals were respectively 72.6% vs. 69.7% vs. 76.4% vs. 77.0% (p=0.31). Ten-year patients' survival ACLF-3 was 56.8% and was not different other groups (p=0.37) Leading causes of death in ACLF-3 patients were infections (33.3%), and cardiovascular events (23.3%). After exclusion of early death, UCLA futility risk score, age-adjusted Charlson comorbidity index and Chronic Liver Failure Consortium ACLF score were independently associated with 10-year patients' survival. Long-term grafts' survivals were not different across the groups. Clinical frailty scale and WHO performance status improved over time in patients alive after 5 years. CONCLUSION 5- and 10-year patients' and grafts' survivals in ACLF-3 patients were not different from their controls. 5-year patients' survival is higher than that of the 50%-70% threshold defining the utility of liver graft. Efforts should focus on candidates' selection based on comorbidities as well as the prevention of infection and cardiovascular events standing as the main cause of death. IMPACT AND IMPLICATIONS While short-term outcomes following liver transplantation in the most severely ill cirrhotic patients (ACLF-3) are known, long-term data are limited, raising questions about the utility of graft allocation in the context of scarce medical resources. This study provides a favorable long-term update, confirming no differences in 5- and 10-year patient and graft survival following liver transplantation in ACLF-3 patients compared to matched ACLF-2, ACLF-1, and no-ACLF patients. The study highlights the risk of dying from infection and cardiovascular causes in the long-term and identifies scores including comorbidities evaluation, such as the age-adjusted Charlson Comorbidity Index, as independently associated with long-term survival. Therefore, physicians should consider the cumulative burden of comorbidities when deciding to transplant these patients. Additionally, after transplantation, the study encourages mitigating infectious risk with tailored immunosuppressive regimens and managing tightly cardiovascular risk over time.
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Affiliation(s)
- Florent Artru
- Hôpital Claude Huriez, CHU Lille, et université de Lille, Lille France; Service des maladies du foie, hôpital Pontchaillou, CHU Rennes, université de Rennes et institut NuMeCan Inserm U1241, Rennes Liver Failure Group RELIEF, Rennes, France
| | | | - Jose Ursic-Bedoya
- Hôpital Saint Eloi, CHU Montpellier, et université de Montpellier, Montpellier France
| | | | - Alina Lutu
- Centre hépato-biliaire, CHU Paul Brousse, et université Paris-Saclay, Villejuif, France
| | - Sebastien L'Hermite
- Service des maladies du foie, hôpital Pontchaillou, CHU Rennes, université de Rennes et institut NuMeCan Inserm U1241, Rennes Liver Failure Group RELIEF, Rennes, France
| | - Clementine Levy
- Hôpital Claude Huriez, CHU Lille, et université de Lille, Lille France
| | - Marion Khaldi
- Hôpital Claude Huriez, CHU Lille, et université de Lille, Lille France
| | - Eric Levesque
- Centre hépato-biliaire, CHU Paul Brousse, et université Paris-Saclay, Villejuif, France; CHU Tours, et université de Tours, Tours France
| | | | | | - Gilles Lebuffe
- Hôpital Claude Huriez, CHU Lille, et université de Lille, Lille France
| | - Charles Le Goffic
- Hôpital Claude Huriez, CHU Lille, et université de Lille, Lille France
| | - Philippe Ichai
- Centre hépato-biliaire, CHU Paul Brousse, et université Paris-Saclay, Villejuif, France
| | - Audrey Coilly
- Centre hépato-biliaire, CHU Paul Brousse, et université Paris-Saclay, Villejuif, France
| | - Eleonora De Martin
- Centre hépato-biliaire, CHU Paul Brousse, et université Paris-Saclay, Villejuif, France
| | - Eric Vibert
- Centre hépato-biliaire, CHU Paul Brousse, et université Paris-Saclay, Villejuif, France
| | - Magdalena Meszaros
- Hôpital Saint Eloi, CHU Montpellier, et université de Montpellier, Montpellier France
| | - Astrid Herrerro
- Hôpital Saint Eloi, CHU Montpellier, et université de Montpellier, Montpellier France
| | - Clement Monet
- Hôpital Saint Eloi, CHU Montpellier, et université de Montpellier, Montpellier France
| | - Samir Jaber
- Hôpital Saint Eloi, CHU Montpellier, et université de Montpellier, Montpellier France
| | - Didier Samuel
- Centre hépato-biliaire, CHU Paul Brousse, et université Paris-Saclay, Villejuif, France
| | - Philippe Mathurin
- Hôpital Claude Huriez, CHU Lille, et université de Lille, Lille France
| | - Julien Labreuche
- Hôpital Claude Huriez, CHU Lille, et université de Lille, Lille France
| | | | - Faouzi Saliba
- Centre hépato-biliaire, CHU Paul Brousse, et université Paris-Saclay, Villejuif, France.
| | - Alexandre Louvet
- Hôpital Claude Huriez, CHU Lille, et université de Lille, Lille France.
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Tan N, Jian G, Peng J, Tian X, Chen B. Chishao - Fuzi herbal pair restore the macrophage M1/M2 balance in acute-on-chronic liver failure. JOURNAL OF ETHNOPHARMACOLOGY 2024; 328:118010. [PMID: 38499260 DOI: 10.1016/j.jep.2024.118010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/25/2023] [Revised: 02/21/2024] [Accepted: 03/03/2024] [Indexed: 03/20/2024]
Abstract
ETHNOPHARMACOLOGICAL RELEVANCE Traditional herbal pair Paeoniae Radix Rubra (roots of Paeonia lactiflora Pall., Chishao in Chinese) and Aconiti Lateralis Radix Praeparata (lateral roots of Aconitum carmichaelii Debeaux, Fuzi in Chinese) are widely used for the treatment of liver diseases, demonstrating clinical efficacy against acute-on-chronic liver failure (ACLF). As the core drug pair representing the "clearing method" and "warming method" in traditional Chinese medicine (TCM), they align with the TCM syndromic characteristics of ACLF, characterized by a mixture of deficiencies and realities. However, the molecular mechanisms underlying the anti-ACLF effects of Chishao - Fuzi herbal pair remain unclear. AIM OF THE STUDY To reveal the immunoinflammatory status of patients with hepatitis B virus-related ACLF (HBV-ACLF) based on macrophage polarization and to explore the mechanism of action of Chishao - Fuzi herbal pair in regulating macrophage polarization against ACLF. MATERIALS AND METHODS Peripheral blood samples were prospectively obtained from patients with HBV-ACLF, patients with chronic hepatitis B (CHB) in the immunoactive phase and healthy individuals. Flow cytometry, qRT-qPCR, and ELISA were used to reveal the activation status of monocyte-macrophages and the expression differences in related cytokines in the peripheral blood of patients with HBV-ACLF. Then, an ACLF rat model and a macrophage inflammation model in vitro were established. Hematoxylin-eosin staining, immunohistochemical staining, transmission electron microscopy, flow cytometry, western blotting, RT-qPCR, and ELISA were used to observe changes in the expression of M1/M2 macrophage markers and related inflammatory factors after Chishao - Fuzi herbal pair intervention, both in vivo and in vitro. RESULTS Patients with HBV-ACLF exhibited an imbalance in M1/M2 macrophage polarization, showing a tendency to activate M1 macrophages with high expression of CD86 and iNOS. This imbalance led to an increase in relevant pro-inflammatory factors (IL-1β, IL-6, TNF-α) and a decrease in anti-inflammatory factors (IL-10, TGF-β, VEGF), exacerbating the uncontrolled immune-inflammatory response. Chishao - Fuzi herbal pair intervention improved liver function, coagulation function, and histopathological injury in ACLF rats. It also partially ameliorated endotoxemia and inflammatory injury in ACLF. The mechanism was to restore the immune-inflammatory imbalance and prevent the exacerbation of inflammatory response to liver failure by promoting macrophage polarization toward M2 anti-inflammatory direction, inhibiting M1 macrophage activation, and increasing the levels of anti-inflammatory factors and decreasing pro-inflammatory factors. CONCLUSION Chishao - Fuzi herbal pair can reduce the systemic inflammatory burden of liver failure by modulating macrophage polarization and restoring ACLF immune-inflammatory imbalance. This study provides new perspectives and strategies for studying HBV-ACLF immune reconstitution and inflammatory response control.
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Affiliation(s)
- Nianhua Tan
- College of Integrated Chinese and Western Medicine, Hunan University of Chinese Medicine, Changsha, 410208, Hunan Province, China; Department of Hepatology, The First Hospital of Hunan University of Chinese Medicine, Changsha, 410007, Hunan Province, China.
| | - Gonghui Jian
- College of Integrated Chinese and Western Medicine, Hunan University of Chinese Medicine, Changsha, 410208, Hunan Province, China
| | - Jie Peng
- Department of Hepatology, The First Hospital of Hunan University of Chinese Medicine, Changsha, 410007, Hunan Province, China
| | - Xuefei Tian
- College of Integrated Chinese and Western Medicine, Hunan University of Chinese Medicine, Changsha, 410208, Hunan Province, China; Hunan Province University Key Laboratory of Oncology of Traditional Chinese Medicine Hunan University of Chinese Medicine, Changsha, 410208, Hunan, China; Key Laboratory of Traditional Chinese Medicine for Mechanism of Tumor Prevention &Treatment, Hunan University of Chinese Medicine, Changsha, 410208, Hunan, China.
| | - Bin Chen
- Department of Hepatology, The First Hospital of Hunan University of Chinese Medicine, Changsha, 410007, Hunan Province, China.
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Ghandour B, Tapper EB, Kaplan DE, Serper M, Mahmud N. Preoperative Hepatology and Primary Care Visits Improve Postoperative Outcomes in Patients with Cirrhosis Undergoing Surgery. Clin Gastroenterol Hepatol 2024:S1542-3565(24)00554-8. [PMID: 38906442 DOI: 10.1016/j.cgh.2024.06.016] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/02/2024] [Revised: 06/07/2024] [Accepted: 06/12/2024] [Indexed: 06/23/2024]
Abstract
BACKGROUND AND AIMS Cirrhosis patients are at increased risk for postoperative complications. It remains unclear whether preoperative nonsurgical clinician visits improve postoperative outcomes. We assessed the impact of preoperative primary care physician (PCP) and/or gastroenterologist/hepatologist (GI/Hep) visits on postoperative mortality in cirrhosis patients undergoing surgery and explored differences in medication changes and paracentesis rates as potential mediators. METHODS This was a retrospective cohort study of cirrhosis patients in the Veterans Health Administration who underwent surgery between 2008 and 2016. We compared 1982 patients with preoperative PCP and/or GI/Hep visits with 1846 propensity-matched patients without preoperative visits. We used Cox regression and Fine and Gray competing risk regression to evaluate the association between preoperative visit type and postoperative mortality at 6 months. RESULTS Patients with preoperative GI/Hep and PCP visits had a 45% lower hazard of postoperative mortality compared with those without preoperative visits (hazard ratio [HR], 0.55; 95% confidence interval [CI], 0.35-0.87). A smaller effect size was noted with GI/Hep preoperative visit alone (HR, 0.69; 95% CI, 0.48-0.99) or PCP visit alone (HR, 0.70; 95% CI, 0.53-0.93). Patients with preoperative PCP/GI/Hep visits were more likely to have diuretics, spontaneous bacterial peritonitis prophylaxis, and hepatic encephalopathy medications newly initiated and/or dose adjusted and more likely to receive preoperative paracentesis as compared with those without preoperative visits. CONCLUSIONS Preoperative PCP/GI/Hep visits are associated with a reduced risk of postoperative mortality with the greatest risk reduction observed in those with both PCP and GI/Hep visits. This synergistic effect highlights the importance of a multidisciplinary approach in the preoperative care of cirrhosis patients.
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Affiliation(s)
- Bachir Ghandour
- Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Elliot B Tapper
- Division of Gastroenterology and Hepatology, University of Michigan, Ann Arbor, Michigan
| | - David E Kaplan
- Division of Gastroenterology and Hepatology, Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania; Department of Medicine, Corporal Michael J. Crescenz Department of Veterans Affairs Medical Center, Philadelphia, Pennsylvania
| | - Marina Serper
- Division of Gastroenterology and Hepatology, Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania; Department of Medicine, Corporal Michael J. Crescenz Department of Veterans Affairs Medical Center, Philadelphia, Pennsylvania; Leonard David Institute of Health Economics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Nadim Mahmud
- Division of Gastroenterology and Hepatology, Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania; Department of Medicine, Corporal Michael J. Crescenz Department of Veterans Affairs Medical Center, Philadelphia, Pennsylvania; Leonard David Institute of Health Economics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania; Center for Clinical Epidemiology and Biostatistics, Department of Biostatistics, Epidemiology & Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania.
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Artru F, Trovato F, Morrison M, Bernal W, McPhail M. Liver transplantation for acute-on-chronic liver failure. Lancet Gastroenterol Hepatol 2024; 9:564-576. [PMID: 38309288 DOI: 10.1016/s2468-1253(23)00363-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/24/2023] [Revised: 10/02/2023] [Accepted: 10/13/2023] [Indexed: 02/05/2024]
Abstract
Acute-on-chronic liver failure (ACLF) occurs in the context of advanced liver disease and is associated with hepatic and extrahepatic organ failure, eventually leading to a major risk of short-term mortality. To date, there are very few effective therapeutic options for ACLF. In many cases, liver transplantation is the only life-saving treatment that has acceptable outcomes in carefully selected recipients. This Review addresses key aspects of the use of liver transplantation for patients with ACLF, providing an in-depth discussion of existing evidence regarding candidate selection, the optimal window for transplantation, potential prioritisation of liver grafts for this indication, and the global management of ACLF to bridge patients to liver transplantation.
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Affiliation(s)
- Florent Artru
- Liver Intensive Care Unit, Institute of Liver Studies, King's College Hospital, London, UK; Department of Inflammation Biology, School of Infection and Microbial Sciences, King's College London, London, UK; Liver Disease Unit, Rennes University Hospital, Rennes, France; Inerm 1241 NuMeCan, University of Rennes, Rennes, France
| | - Francesca Trovato
- Liver Intensive Care Unit, Institute of Liver Studies, King's College Hospital, London, UK; Department of Inflammation Biology, School of Infection and Microbial Sciences, King's College London, London, UK
| | - Maura Morrison
- Liver Intensive Care Unit, Institute of Liver Studies, King's College Hospital, London, UK
| | - William Bernal
- Liver Intensive Care Unit, Institute of Liver Studies, King's College Hospital, London, UK.
| | - Mark McPhail
- Liver Intensive Care Unit, Institute of Liver Studies, King's College Hospital, London, UK; Department of Inflammation Biology, School of Infection and Microbial Sciences, King's College London, London, UK
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Zhang YY, Luo S, Li H, Sun SN, Wang XB, Zheng X, Huang Y, Li BL, Gao YH, Qian ZP, Liu F, Lu XB, Liu JP, Ren HT, Zheng YB, Yan HD, Deng GH, Qiao L, Zhang Y, Gu WY, Xiang XM, Zhou Y, Hou YX, Zhang Q, Xiong Y, Zou CC, Chen J, Huang ZB, Jiang XH, Qi TT, Chen YY, Gao N, Liu CY, Yuan W, Mei X, Li J, Li T, Zheng RJ, Zhou XY, Zhao J, Meng ZJ. Characterization of acute-on-chronic liver diseases: A multicenter prospective cohort study. World J Hepatol 2024; 16:809-821. [PMID: 38818287 PMCID: PMC11135262 DOI: 10.4254/wjh.v16.i5.809] [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: 11/29/2023] [Revised: 02/09/2024] [Accepted: 04/09/2024] [Indexed: 05/22/2024] Open
Abstract
BACKGROUND Acute-on-chronic liver disease (AoCLD) accounts for the majority of patients hospitalized in the Department of Hepatology or Infectious Diseases. AIM To explore the characterization of AoCLD to provide theoretical guidance for the accurate diagnosis and prognosis of AoCLD. METHODS Patients with AoCLD from the Chinese Acute-on-Chronic Liver Failure (ACLF) study cohort were included in this study. The clinical characteristics and outcomes, and the 90-d survival rate associated with each clinical type of AoCLD were analyzed, using the Kaplan-Meier method and the log-rank test. RESULTS A total of 3375 patients with AoCLD were enrolled, including 1679 (49.7%) patients with liver cirrhosis acute decompensation (LC-AD), 850 (25.2%) patients with ACLF, 577 (17.1%) patients with chronic hepatitis acute exacerbation (CHAE), and 269 (8.0%) patients with liver cirrhosis active phase (LC-A). The most common cause of chronic liver disease (CLD) was HBV infection (71.4%). The most common precipitants of AoCLD was bacterial infection (22.8%). The 90-d mortality rates of each clinical subtype of AoCLD were 43.4% (232/535) for type-C ACLF, 36.0% (36/100) for type-B ACLF, 27.0% (58/215) for type-A ACLF, 9.0% (151/1679) for LC-AD, 3.0% (8/269) for LC-A, and 1.2% (7/577) for CHAE. CONCLUSION HBV infection is the main cause of CLD, and bacterial infection is the main precipitant of AoCLD. The most common clinical type of AoCLD is LC-AD. Early diagnosis and timely intervention are needed to reduce the mortality of patients with LC-AD or ACLF.
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Affiliation(s)
- Yuan-Yao Zhang
- Department of Infectious Disease, Institute of Biomedical Research, Regulatory Mechanism and Targeted Therapy for Liver Cancer Shiyan Key Laboratory, Hubei provincial Clinical Research Center for Precise Diagnosis and Treatment of Liver Cancer, Taihe Hospital, Hubei University of Medicine, Shiyan 442000, Hubei Province, China
| | - Sen Luo
- Department of Infectious Disease, Institute of Biomedical Research, Regulatory Mechanism and Targeted Therapy for Liver Cancer Shiyan Key Laboratory, Hubei provincial Clinical Research Center for Precise Diagnosis and Treatment of Liver Cancer, Taihe Hospital, Hubei University of Medicine, Shiyan 442000, Hubei Province, China
| | - Hai Li
- Department of Gastroenterology, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai 200120, China
| | - Shu-Ning Sun
- Department of Infectious Diseases, Southwest Hospital, The Third Military Medical University (Army Medical University), Chongqing 400000, China
| | - Xian-Bo Wang
- Center of Integrative Medicine, Beijing Ditan Hospital, Capital Medical University, Beijing 100020, China
| | - Xin Zheng
- Department of Infectious Diseases, Institute of Infection and Immunology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430020, Hubei Province, China
| | - Yan Huang
- Department of Infectious Diseases, Hunan Key Laboratory of Viral Hepatitis, Xiangya Hospital, Central South University, Changsha 110051, Hunan Province, China
| | - Bei-Ling Li
- Hepatology Unit, Department of Infectious Diseases, Nanfang Hospital, Southern Medical University, Guangzhou 510515, Guangdong Province, China
| | - Yan-Hang Gao
- Department of Hepatology, The First Hospital of Jilin University, Changchun 130021, Jilin Province, China
| | - Zhi-Ping Qian
- Department of Liver Intensive Care Unit, Shanghai Public Health Clinical Centre, Fudan University, Shanghai 200093, China
| | - Feng Liu
- Tianjin Institute of Hepatology, Nankai University Second People's Hospital, Tianjin 300192, China
| | - Xiao-Bo Lu
- Infectious Disease Center, The First Affiliated Hospital of Xinjiang Medical University, Urumqi 830054, Xinjiang Uygur Autonomous Region, China
| | - Jun-Ping Liu
- Department of Infectious Diseases and Hepatology, The Second Hospital of Shandong University, Jinan 250000, Shandong Province, China
| | - Hao-Tang Ren
- State Key Laboratory for Diagnosis and Treatment of Infectious Diseases, Collaborative Innovation Center for Diagnosis and Treatment of Infectious Disease, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou 310000, Zhejiang Province, China
| | - Yu-Bao Zheng
- Department of Infectious Diseases, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou 510630, Guangdong Province, China
| | - Hua-Dong Yan
- Department of Infectious Diseases, Ningbo No. 2 Hospital, University of Chinese Academy of Sciences, Ningbo 315153, Zhejiang Province, China
| | - Guo-Hong Deng
- Department of Infectious Diseases, Southwest Hospital, The Third Military Medical University (Army Medical University), Chongqing 400000, China
| | - Liang Qiao
- Department of Gastroenterology, The 455 Hospital of Chinese People's Liberation Army, Shanghai 200052, China
| | - Yan Zhang
- Department of Gastroenterology, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai 200120, China
| | - Wen-Yi Gu
- Department of Gastroenterology, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai 200120, China
| | - Xiao-Mei Xiang
- Department of Infectious Diseases, Southwest Hospital, The Third Military Medical University (Army Medical University), Chongqing 400000, China
| | - Yi Zhou
- Department of Infectious Diseases, Southwest Hospital, The Third Military Medical University (Army Medical University), Chongqing 400000, China
- Infectious Disease Center, The First Affiliated Hospital of Xinjiang Medical University, Urumqi 830054, Xinjiang Uygur Autonomous Region, China
| | - Yi-Xin Hou
- Center of Integrative Medicine, Beijing Ditan Hospital, Capital Medical University, Beijing 100020, China
| | - Qun Zhang
- Center of Integrative Medicine, Beijing Ditan Hospital, Capital Medical University, Beijing 100020, China
| | - Yan Xiong
- Department of Infectious Diseases, Institute of Infection and Immunology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430020, Hubei Province, China
| | - Cong-Cong Zou
- Department of Infectious Diseases, Institute of Infection and Immunology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430020, Hubei Province, China
| | - Jun Chen
- Department of Infectious Diseases, Hunan Key Laboratory of Viral Hepatitis, Nation Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha 410008, Hunan Province, China
| | - Ze-Bing Huang
- Department of Infectious Diseases, Hunan Key Laboratory of Viral Hepatitis, Nation Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha 410008, Hunan Province, China
| | - Xiu-Hua Jiang
- Hepatology Unit, Department of Infectious Diseases, Nanfang Hospital, Southern Medical University, Guangzhou 510515, Guangdong Province, China
| | - Ting-Ting Qi
- Hepatology Unit, Department of Infectious Diseases, Nanfang Hospital, Southern Medical University, Guangzhou 510515, Guangdong Province, China
| | - Yuan-Yuan Chen
- Department of Infectious Disease, Institute of Biomedical Research, Regulatory Mechanism and Targeted Therapy for Liver Cancer Shiyan Key Laboratory, Hubei provincial Clinical Research Center for Precise Diagnosis and Treatment of Liver Cancer, Taihe Hospital, Hubei University of Medicine, Shiyan 442000, Hubei Province, China
| | - Na Gao
- Department of Hepatology, The First Hospital of Jilin University, Changchun 130021, Jilin Province, China
| | - Chun-Yan Liu
- Department of Hepatology, The First Hospital of Jilin University, Changchun 130021, Jilin Province, China
| | - Wei Yuan
- Department of Liver Intensive Care Unit, Shanghai Public Health Clinical Centre, Fudan University, Shanghai 200093, China
| | - Xue Mei
- Department of Liver Intensive Care Unit, Shanghai Public Health Clinical Centre, Fudan University, Shanghai 200093, China
| | - Jing Li
- Department of Infectious Diseases and Hepatology, The Second Hospital of Shandong University, Jinan 250000, Shandong Province, China
| | - Tao Li
- Department of Infectious Diseases and Hepatology, The Second Hospital of Shandong University, Jinan 250000, Shandong Province, China
| | - Rong-Jiong Zheng
- Infectious Disease Center, The First Affiliated Hospital of Xinjiang Medical University, Urumqi 830054, Xinjiang Uygur Autonomous Region, China
| | - Xin-Yi Zhou
- Infectious Disease Center, The First Affiliated Hospital of Xinjiang Medical University, Urumqi 830054, Xinjiang Uygur Autonomous Region, China
| | - Jun Zhao
- School of Public Health, Hubei University of Medicine, Shiyan 442000, Hubei Province, China
| | - Zhong-Ji Meng
- Department of Infectious Disease, Institute of Biomedical Research, Regulatory Mechanism and Targeted Therapy for Liver Cancer Shiyan Key Laboratory, Hubei provincial Clinical Research Center for Precise Diagnosis and Treatment of Liver Cancer, Taihe Hospital, Hubei University of Medicine, Shiyan 442000, Hubei Province, China.
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Aggarwal A, Biswas S, Arora U, Vaishnav M, Shenoy A, Swaroop S, Agarwal A, Elhence A, Kumar R, Goel A, Shalimar. Definitions, Etiologies, and Outcomes of Acute on Chronic Liver Failure: A Systematic Review and Meta-analysis. Clin Gastroenterol Hepatol 2024:S1542-3565(24)00425-7. [PMID: 38750869 DOI: 10.1016/j.cgh.2024.04.018] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/06/2024] [Revised: 04/02/2024] [Accepted: 04/02/2024] [Indexed: 06/10/2024]
Abstract
BACKGROUND & AIMS Acute-on-chronic liver failure (ACLF) is a major public health concern. We aimed to assess the definitions, etiologic spectrum, organ failure (OF), and outcomes of ACLF globally. METHODS Three databases were searched for studies on ACLF from 1990 until September 2022. Information regarding definitions, acute precipitants, underlying chronic liver disease (CLD), OF, and mortality were extracted. Meta-analyses were performed for pooled prevalence rates (95% confidence interval [CI]) using random-effects model for each definition of ACLF. RESULTS Of the 11,451 studies identified, 114 articles (142 cohorts encompassing 210,239 patients) met the eligibility criteria. Most studies (53.2%) used the European Association for the Study of the Liver (EASL) definition, followed by Asia-Pacific Association for the Study of the Liver (APASL) (33.3%). Systemic infection was the major acute precipitant, and alcohol use was the major cause of CLD in EASL-defined studies, whereas alcohol was both the major acute precipitant and cause of CLD in APASL-defined studies. Liver failure was the major OF in APASL-based studies, whereas renal failure was predominant in EASL-based studies. Thirty-day mortality varied across definitions: APASL: 38.9%, 95% CI, 31.2%-46.9%; EASL: 47.9%, 95% CI, 42.2%-53.5%; and NACSELD: 52.2%, 95% CI, 51.9%-52.5%. Diagnostic overlap between definitions ranged from 7.7% to 80.2%. Meta-regression suggested that the World Health Organization region influenced 30-day mortality in studies using EASL definition. CONCLUSIONS Heterogeneity in the definition of ACLF proposed by different expert societies and regional preferences in its use result in differences in clinical phenotype and outcomes. A uniform definition would enhance the comparability and interpretation of global data.
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Affiliation(s)
- Arnav Aggarwal
- Department of Gastroenterology and Human Nutrition, All India Institute of Medical Sciences, Delhi, India
| | - Sagnik Biswas
- Department of Gastroenterology and Human Nutrition, All India Institute of Medical Sciences, Delhi, India
| | - Umang Arora
- Department of Gastroenterology and Human Nutrition, All India Institute of Medical Sciences, Delhi, India
| | - Manas Vaishnav
- Department of Gastroenterology and Human Nutrition, All India Institute of Medical Sciences, Delhi, India
| | - Abhishek Shenoy
- Division of Gastroenterology and Hepatology, University of Michigan, Ann Arbor, Michigan
| | - Shekhar Swaroop
- Department of Gastroenterology and Human Nutrition, All India Institute of Medical Sciences, Delhi, India
| | - Ayush Agarwal
- Department of Gastroenterology and Human Nutrition, All India Institute of Medical Sciences, Delhi, India
| | - Anshuman Elhence
- Department of Gastroenterology and Human Nutrition, All India Institute of Medical Sciences, Delhi, India
| | - Ramesh Kumar
- Department of Gastroenterology, All India Institute of Medical Sciences, Patna, India
| | - Amit Goel
- Department of Hepatology, Sanjay Gandhi Institute of Medical Sciences, Lucknow, India
| | - Shalimar
- Department of Gastroenterology and Human Nutrition, All India Institute of Medical Sciences, Delhi, India.
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9
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Chongo G, Soldera J. Use of machine learning models for the prognostication of liver transplantation: A systematic review. World J Transplant 2024; 14:88891. [PMID: 38576762 PMCID: PMC10989468 DOI: 10.5500/wjt.v14.i1.88891] [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: 10/13/2023] [Revised: 11/08/2023] [Accepted: 12/11/2023] [Indexed: 03/15/2024] Open
Abstract
BACKGROUND Liver transplantation (LT) is a life-saving intervention for patients with end-stage liver disease. However, the equitable allocation of scarce donor organs remains a formidable challenge. Prognostic tools are pivotal in identifying the most suitable transplant candidates. Traditionally, scoring systems like the model for end-stage liver disease have been instrumental in this process. Nevertheless, the landscape of prognostication is undergoing a transformation with the integration of machine learning (ML) and artificial intelligence models. AIM To assess the utility of ML models in prognostication for LT, comparing their per formance and reliability to established traditional scoring systems. METHODS Following the Preferred Reporting Items for Systematic Reviews and Meta-Analysis guidelines, we conducted a thorough and standardized literature search using the PubMed/MEDLINE database. Our search imposed no restrictions on publication year, age, or gender. Exclusion criteria encompassed non-English stu dies, review articles, case reports, conference papers, studies with missing data, or those exhibiting evident methodological flaws. RESULTS Our search yielded a total of 64 articles, with 23 meeting the inclusion criteria. Among the selected studies, 60.8% originated from the United States and China combined. Only one pediatric study met the criteria. Notably, 91% of the studies were published within the past five years. ML models consistently demonstrated satisfactory to excellent area under the receiver operating characteristic curve values (ranging from 0.6 to 1) across all studies, surpassing the performance of traditional scoring systems. Random forest exhibited superior predictive capa bilities for 90-d mortality following LT, sepsis, and acute kidney injury (AKI). In contrast, gradient boosting excelled in predicting the risk of graft-versus-host disease, pneumonia, and AKI. CONCLUSION This study underscores the potential of ML models in guiding decisions related to allograft allocation and LT, marking a significant evolution in the field of prognostication.
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Affiliation(s)
- Gidion Chongo
- Department of Gastroenterology, University of South Wales, Cardiff CF37 1DL, United Kingdom
| | - Jonathan Soldera
- Department of Gastroenterology, University of South Wales, Cardiff CF37 1DL, United Kingdom
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10
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Xu M, Chen Y, Artru F. Acute decompensation of cirrhosis versus acute-on-chronic liver failure: What are the clinical implications? United European Gastroenterol J 2024; 12:194-202. [PMID: 38376886 PMCID: PMC10954432 DOI: 10.1002/ueg2.12538] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/18/2023] [Accepted: 12/20/2023] [Indexed: 02/21/2024] Open
Abstract
It is essential to identify the subgroup of patients who experience poorer outcomes in order to adapt clinical management effectively. In the context of liver disease, the earlier the identification occurs, the greater the range of therapeutic options that can be offered to patients. In the past, patients with acute decompensation (AD) of chronic liver disease were treated as a homogeneous group, with emphasis on identifying those at the highest risk of death. In the last 15 years, a differentiation has emerged between acute-on-chronic liver failure syndrome (ACLF) and AD, primarily due to indications that the latter is linked to a less favorable short-term prognosis. Nevertheless, the definition of ACLF varies among the different knowledge societies, making it challenging to assess its true impact compared with AD. Therefore, the purpose of this review is to provide a detailed analysis emphasizing the critical importance of identifying ACLF in the field of advanced liver disease. We will discuss the differences between Eastern and Western approaches, particularly in relation to the occurrence of liver failure and disease onset. Common characteristics, such as the dynamic nature of the disease course, will be highlighted. Finally, we will focus on two key clinical implications arising from these considerations: the prevention of ACLF before its onset and the clinical management strategies once it develops, including liver transplantation and withdrawal of care.
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Affiliation(s)
- Manman Xu
- Fourth Department of Liver Disease (Difficult & Complicated Liver Diseases and Artificial Liver Center), Beijing You'an Hospital Affiliated to Capital, Medical University, Beijing, China
- Beijing Municipal Key Laboratory of Liver Failure and Artificial Liver Treatment Research, Beijing, China
| | - Yu Chen
- Fourth Department of Liver Disease (Difficult & Complicated Liver Diseases and Artificial Liver Center), Beijing You'an Hospital Affiliated to Capital, Medical University, Beijing, China
- Beijing Municipal Key Laboratory of Liver Failure and Artificial Liver Treatment Research, Beijing, China
| | - Florent Artru
- Institute of Liver Studies, King's College Hospital, London, UK
- Liver Disease Department, Rennes University Hospital, Rennes, France
- Rennes University and Inserm NuMeCan UMR 1317, Rennes, France
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11
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Dai JJ, Liu YY, Zhang ZH. Changes in the etiology of liver cirrhosis and the corresponding management strategies. World J Hepatol 2024; 16:146-151. [PMID: 38495283 PMCID: PMC10941737 DOI: 10.4254/wjh.v16.i2.146] [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: 12/10/2023] [Revised: 01/16/2024] [Accepted: 01/30/2024] [Indexed: 02/27/2024] Open
Abstract
We read with interest the article by Xing Wang, which was published in the recent issue of the World Journal of Hepatology 2023; 15: 1294-1306. This article focuses particularly on the prevalence and trends in the etiology of liver cirrhosis (LC), prognosis for patients suffering from cirrhosis-related complications and hepatocellular carcinoma (HCC), and management strategies. The etiology of cirrhosis varies according to geographical, economic, and population factors. Viral hepatitis is the dominant cause in China. Vaccination and effective treatment have reduced the number of people with viral hepatitis, but the overall number is still large. Patients with viral hepatitis who progress over time to LC and HCC remain an important population to manage. The increased incidence of metabolic syndrome and alcohol consumption is likely to lead to a potential exponential increase in metabolic dysfunction-associated steatotic liver disease (MASLD)-associated LC and alcoholic liver disease in the future. Investigating the evolution of the etiology of LC is important for guiding the direction of future research and policy development. These changing trends indicate a need for greater emphasis on tackling obesity and diabetes, and implementing more effective measures to regulate alcohol consumption in order to reduce the occurrence of MASLD. In an effort to help cope with these changing trends, the authors further proposed countermeasures for healthcare authorities doctors, and patients.
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Affiliation(s)
- Jin-Jin Dai
- Department of Infectious Diseases, Suzhou Hospital of Anhui Medical University, Suzhou 234000, Anhui Province, China
- Department of Infectious Diseases, The Second Affiliated Hospital of Anhui Medical University, Hefei 230601, Anhui Province, China
| | - Yue-Ying Liu
- Department of Infectious Diseases, The Second Affiliated Hospital of Anhui Medical University, Hefei 230601, Anhui Province, China
| | - Zhen-Hua Zhang
- Department of Infectious Diseases, The Second Affiliated Hospital of Anhui Medical University, Hefei 230601, Anhui Province, China.
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12
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Becker F, Trebicka J, Houben P, Pascher A. [Transplantation for acute-on-chronic liver failure]. CHIRURGIE (HEIDELBERG, GERMANY) 2024; 95:115-121. [PMID: 37978073 DOI: 10.1007/s00104-023-01992-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 10/23/2023] [Indexed: 11/19/2023]
Abstract
A review and discussion of the current literature on liver transplantation for acute-on-chronic liver failure (ACLF) was performed. The ACLF represents an acute deterioration of liver function with pre-existing liver disease and is associated with increasing multiorgan failure, depending on the stage. The 28-day mortality ranges to well over 70% in stage 3 and requires rapid intensive medical treatment involving an interdisciplinary team experienced in transplantation medicine. Under optimized conditions, liver transplantation provides long-term survival rates comparable to other indications. Achieving this requires a differentiated donor selection, choosing the appropriate time for transplantation in the context of a dynamic disease course and the use of appropriate surgical techniques.
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Affiliation(s)
- F Becker
- Klinik für Allgemein‑, Viszeral- und Transplantationschirurgie, Universitätsklinikum Münster, Albert-Schweitzer-Campus 1, 48149, Münster, Deutschland
| | - J Trebicka
- Medizinische Klinik B, Gastroenterologie, Hepatologie, Endokrinologie, Klinische Infektiologie, Universitätsklinikum Münster, Münster, Deutschland, Albert-Schweitzer-Campus 1, 48149
| | - P Houben
- Klinik für Allgemein‑, Viszeral- und Transplantationschirurgie, Universitätsklinikum Münster, Albert-Schweitzer-Campus 1, 48149, Münster, Deutschland
| | - A Pascher
- Klinik für Allgemein‑, Viszeral- und Transplantationschirurgie, Universitätsklinikum Münster, Albert-Schweitzer-Campus 1, 48149, Münster, Deutschland.
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13
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Pulaski M, Bittermann T, Taddei TH, Kaplan DE, Mahmud N. The Association Between Homelessness and Key Liver-Related Outcomes in Veterans With Cirrhosis. Am J Gastroenterol 2024; 119:297-305. [PMID: 37782293 DOI: 10.14309/ajg.0000000000002535] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/03/2023] [Accepted: 09/06/2023] [Indexed: 10/03/2023]
Abstract
INTRODUCTION Homelessness adversely affects patient outcomes in broad cohort studies; however, its impact on key liver-related outcomes in patients with cirrhosis is understudied. We aimed to address this knowledge gap using data from the Veterans Health Administration, a cohort disproportionately affected by homelessness. METHODS This was a retrospective cohort study of the Veterans Health Administration patients with incident cirrhosis diagnosis between January 2008 and February 2022. Homeless status was classified at baseline and as time-updating variable during follow-up. Inverse probability treatment weighted Cox regression was performed to evaluate the association between homelessness and outcomes of all-cause mortality, cirrhosis decompensation, and hepatocellular carcinoma. RESULTS A total of 117,698 patients were included in the cohort, of whom 14,243 (12.1%) were homeless at baseline. In inverse probability treatment weighted Cox regression, homelessness was associated with a 24% higher hazard of all-cause mortality (hazard ratio [HR] 1.24, 95% confidence interval [CI] 1.22-1.26, P < 0.001). However, in competing risk regression models, homelessness was associated with a reduced subhazard of decompensation (subhazard ratio 0.86, 95% CI 0.84-0.88, P < 0.001) and hepatocellular carcinoma (subhazard ratio 0.86, 95% CI 0.83-0.89, P < 0.001). In cause-specific mortality analysis, homeless patients had significantly increased non-liver-related and liver-related mortality; however, the magnitude of effect size was greater for non-liver-related mortality (csHR 1.38, 95% CI 1.35-1.40, P < 0.001). DISCUSSION Homelessness in veterans with cirrhosis is associated with increased all-cause mortality; however, this is likely mediated primarily through non-liver-related factors. Future studies are needed to explore drivers of mortality and improve mitigation strategies in these patients.
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Affiliation(s)
- Marya Pulaski
- Department of Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA
| | - Therese Bittermann
- Division of Gastroenterology and Hepatology, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA
- Leonard Davis Institute of Health Economics, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA
- Department of Biostatistics, Epidemiology, and Informatics, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Tamar H Taddei
- Section of Digestive Diseases, Yale School of Medicine, New Haven, Connecticut, USA
- VA Connecticut Healthcare System, West Haven, Connecticut, USA
| | - David E Kaplan
- Division of Gastroenterology and Hepatology, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA
- Gastroenterology Section, Corporal Michael J. Crescenz VA Medical Center, Philadelphia, Pennsylvania, USA
| | - Nadim Mahmud
- Division of Gastroenterology and Hepatology, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA
- Leonard Davis Institute of Health Economics, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA
- Department of Biostatistics, Epidemiology, and Informatics, University of Pennsylvania, Philadelphia, Pennsylvania, USA
- Gastroenterology Section, Corporal Michael J. Crescenz VA Medical Center, Philadelphia, Pennsylvania, USA
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14
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Patel A, Walling A, Kanwal F, Serper M, Hernaez R, Sundaram V, Kaplan D, Taddei T, Mahmud N. Rates, patterns, and predictors of specialty palliative care consultation among patients with acute-on-chronic liver failure. JHEP Rep 2024; 6:100976. [PMID: 38274489 PMCID: PMC10808910 DOI: 10.1016/j.jhepr.2023.100976] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/17/2023] [Revised: 10/29/2023] [Accepted: 11/13/2023] [Indexed: 01/27/2024] Open
Abstract
Background & Aims There is growing acceptance that principles of palliative care should be integrated into the management of serious illnesses affecting the liver, such as acute-on-chronic liver failure (ACLF). However, rates, patterns, and predictors of specialty palliative care consultation among patients with ACLF have not been well-described. Methods We performed a retrospective cohort study of patients hospitalized with ACLF between 1/1/2008 and 12/31/2018 using the VOCAL cohort. Patients were followed until 6/2021. We used mixed-effects regression analyses to identify significant patient and facility factors associated with palliative care consultation. We examined timing of consultation, the influence of ACLF characteristics, and facility-level variation on receipt of palliative care consultation. Results We identified 21,987 patients hospitalized with ACLF, of whom 30.5% received specialty palliative care consultation. Higher ACLF grade (ACLF-2 [odds ratio (OR) 1.82, 95% CI 1.67-1.99], ACLF-3 [OR 3.06, 95% CI 2.76-3.40]), prior specialty palliative care consultation (OR 2.62, 95% CI 2.36-2.91), and hepatocellular carcinoma (OR 2.10, 95% CI 1.89-2.33) were associated with consultation. Consultation occurred latest and closest to the time of death for patients with ACLF-3 compared to ACLF-1 and ACLF-2. Significant facility-level variation in consultation persisted among patients with ACLF-3, despite adjusting for multiple patient and facility factors. Conclusion In this large cohort of hospitalized patients with ACLF, specialty palliative care consultation was rare, more common in patients with higher grade ACLF, and tended to occur closer to the time of death for the sickest patients. Greater attention should be placed on earlier integration of palliative care during acute hospitalizations in patients with ACLF. Impact and implications Though palliative care consultation is recommended for patients with acute-on-chronic liver failure, there is no data demonstrating how often this occurs during hospitalizations, on a population level. We found that consultation occurs in only 30.5% of patients and occurs later for patients with grade 3 acute-on-chronic liver failure. Our data should provoke clinicians to urgently consider quality improvement efforts to integrate palliative care into the management of these seriously ill patients.
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Affiliation(s)
- Arpan Patel
- Vatche and Tamar Manoukian Division of Digestive Diseases, David Geffen School of Medicine at UCLA, Los Angeles, CA, United States
- Department of Medicine, Greater Los Angeles VA Healthcare System, Los Angeles, CA, United States
- Division of General Internal Medicine and Health Services Research, David Geffen School of Medicine at UCLA, Los Angeles, CA, United States
| | - Anne Walling
- Department of Medicine, Greater Los Angeles VA Healthcare System, Los Angeles, CA, United States
- Division of General Internal Medicine and Health Services Research, David Geffen School of Medicine at UCLA, Los Angeles, CA, United States
| | - Fasiha Kanwal
- Section of Gastroenterology and Hepatology, Michael E. DeBakey VA Medical Center and Baylor College of Medicine, Houston, TX, United States
- Department of Internal Medicine, Houston VA Health Services Research and Development Center for Innovations in Quality, Effectiveness and Safety, Michael E. DeBakey Veterans Affairs Medical Center, Houston, TX, United States
| | - Marina Serper
- Division of Gastroenterology and Hepatology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States
- Department of Medicine, Corporal Michael J. Crescenz VA Medical Center, Philadelphia, PA, United States
- Leonard David Institute of Health Economics, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, United States
| | - Ruben Hernaez
- Section of Gastroenterology and Hepatology, Michael E. DeBakey VA Medical Center and Baylor College of Medicine, Houston, TX, United States
- Department of Internal Medicine, Houston VA Health Services Research and Development Center for Innovations in Quality, Effectiveness and Safety, Michael E. DeBakey Veterans Affairs Medical Center, Houston, TX, United States
| | - Vinay Sundaram
- Karsh Division of Gastroenterology and Hepatology and Comprehensive Transplant Center, Cedars-Sinai Medical Center, Los Angeles, CA, United States
| | - David Kaplan
- Division of Gastroenterology and Hepatology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States
- Department of Medicine, Corporal Michael J. Crescenz VA Medical Center, Philadelphia, PA, United States
| | - Tamar Taddei
- Division of Digestive Diseases, Yale University School of Medicine, New Haven, CT, United States
- VA Connecticut Healthcare System, West Haven, CT, United States
| | - Nadim Mahmud
- Division of Gastroenterology and Hepatology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States
- Department of Medicine, Corporal Michael J. Crescenz VA Medical Center, Philadelphia, PA, United States
- Leonard David Institute of Health Economics, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, United States
- Center for Clinical Epidemiology and Biostatistics, Department of Biostatistics, Epidemiology & Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States
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15
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Wang RX, Vizzutti F, Celsa C, Schepis F, Kaplan DE, Mahmud N. Evaluating the predictive performance of the elderly patient calculator TIPS score in a North American cohort. Hepatol Commun 2024; 8:e0346. [PMID: 38251888 PMCID: PMC10805419 DOI: 10.1097/hc9.0000000000000346] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/16/2023] [Accepted: 11/07/2023] [Indexed: 01/23/2024] Open
Affiliation(s)
- Roy X. Wang
- Department of Medicine, Hospital of the University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Francesco Vizzutti
- Department of Experimental and Clinical Medicine, University of Florence, Florence, Italy
| | - Ciro Celsa
- Department of Health Promotion, Mother and Child Care, Internal Medicine and Medical Specialties, PROMISE, Gastroenterology and Hepatology Unit, University of Palermo, Palermo, Italy
| | - Filippo Schepis
- Department of Medicine, Division of Gastroenterology, Modena Hospital, University of Modena and Reggio Emilia, Modena, Italy
| | - David E. Kaplan
- Department of Medicine, Division of Gastroenterology and Hepatology, Hospital of the University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Nadim Mahmud
- Department of Medicine, Division of Gastroenterology and Hepatology, Hospital of the University of Pennsylvania, Philadelphia, Pennsylvania, USA
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Saner FH, Raptis DA, Alghamdi SA, Malagó MM, Broering DC, Bezinover D. Navigating the Labyrinth: Intensive Care Challenges for Patients with Acute-on-Chronic Liver Failure. J Clin Med 2024; 13:506. [PMID: 38256640 PMCID: PMC10816826 DOI: 10.3390/jcm13020506] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2023] [Revised: 01/07/2024] [Accepted: 01/14/2024] [Indexed: 01/24/2024] Open
Abstract
Acute-on-chronic liver failure (ACLF) refers to the deterioration of liver function in individuals who already have chronic liver disease. In the setting of ACLF, liver damage leads to the failure of other organs and is associated with increased short-term mortality. Optimal medical management of patients with ACLF requires implementing complex treatment strategies, often in an intensive care unit (ICU). Failure of organs other than the liver distinguishes ACLF from other critical illnesses. Although there is growing evidence supporting the current approach to ACLF management, the mortality associated with this condition remains unacceptably high. In this review, we discuss considerations for ICU care of patients with ACLF and highlight areas for further research.
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Affiliation(s)
- Fuat H. Saner
- Organ Transplant Center of Excellence, King Faisal Specialized Hospital & Research Center, Riyadh 12111, Saudi Arabia; (D.A.R.); (S.A.A.); (M.M.M.); (D.C.B.)
| | - Dimitri A. Raptis
- Organ Transplant Center of Excellence, King Faisal Specialized Hospital & Research Center, Riyadh 12111, Saudi Arabia; (D.A.R.); (S.A.A.); (M.M.M.); (D.C.B.)
| | - Saad A. Alghamdi
- Organ Transplant Center of Excellence, King Faisal Specialized Hospital & Research Center, Riyadh 12111, Saudi Arabia; (D.A.R.); (S.A.A.); (M.M.M.); (D.C.B.)
| | - Massimo M. Malagó
- Organ Transplant Center of Excellence, King Faisal Specialized Hospital & Research Center, Riyadh 12111, Saudi Arabia; (D.A.R.); (S.A.A.); (M.M.M.); (D.C.B.)
| | - Dieter C. Broering
- Organ Transplant Center of Excellence, King Faisal Specialized Hospital & Research Center, Riyadh 12111, Saudi Arabia; (D.A.R.); (S.A.A.); (M.M.M.); (D.C.B.)
| | - Dmitri Bezinover
- Department of Anesthesiology and Critical Care, Hospital of the University of Pennsylvania, Philadelphia, PA 19104, USA;
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Torre A, Cisneros-Garza LE, Castillo-Barradas M, Navarro-Alvarez N, Sandoval-Salas R, González-Huezo MS, Pérez-Hernández JL, Méndez-Guerrero O, Ruiz-Manríquez JA, Trejo-Estrada R, Chavez-Tapia NC, Solís-Gasca LC, Moctezuma-Velázquez C, Aguirre-Valádez J, Flores-Calderón J, Higuera-de-la-Tijera F, García-Juárez I, Canedo-Castillo NA, Malé-Velázquez R, Montalvo-Gordon I, Vilatobá M, Márquez-Guillén E, Córdova-Gallardo J, Flores-García NC, Miranda-Zazueta G, Martínez-Saldívar BI, Páez-Zayas VM, Muñoz-Espinosa LE, Solís-Galindo FA. Consensus document on acute-on-chronic liver failure (ACLF) established by the Mexican Association of Hepatology. Ann Hepatol 2023; 28:101140. [PMID: 37482299 DOI: 10.1016/j.aohep.2023.101140] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/02/2023] [Revised: 05/26/2023] [Accepted: 05/31/2023] [Indexed: 07/25/2023]
Abstract
Acute-on chronic liver failure (ACLF) has been an intensively debated topic mainly due to the lack of a unified definition and diagnostic criteria. The growing number of publications describing the mechanisms of ACLF development, the progression of the disease, outcomes and treatment has contributed to a better understanding of the disease, however, it has also sparked the debate about this condition. As an attempt to provide medical professionals with a more uniform definition that could be applied to our population, the first Mexican consensus was performed by a panel of experts in the area of hepatology in Mexico. We used the most relevant and impactful publications along with the clinical and research experience of the consensus participants. The consensus was led by 4 coordinators who provided the most relevant bibliography by doing an exhaustive search on the topic. The entire bibliography was made available to the members of the consensus for consultation at any time during the process and six working groups were formed to develop the following sections: 1.- Generalities, definitions, and criteria, 2.- Pathophysiology of cirrhosis, 3.- Genetics in ACLF, 4.- Clinical manifestations, 5.- Liver transplantation in ACLF, 6.- Other treatments.
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Affiliation(s)
- Aldo Torre
- Metabolic Unit, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Mexico City, Mexico.
| | - Laura Esthela Cisneros-Garza
- Gastroenterology and Hepatology Department, Hospital Christus Muguerza Alta Especialidad, Monterrey, Nuevo León, Mexico
| | | | - Nalu Navarro-Alvarez
- Gastroenterology Department, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Mexico City, Mexico
| | | | | | | | - Osvely Méndez-Guerrero
- Gastroenterology Department, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Mexico City, Mexico
| | | | | | | | - Luis Carlos Solís-Gasca
- Gastroenterology Department, Hospital General de Zona #12 Benito Juárez del Instituto Mexicano del Seguro Social, Mérida, Yucatán, Mexico
| | - Carlos Moctezuma-Velázquez
- Gastroenterology Department, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Mexico City, Mexico; Department of Medicine - Division of Gastroenterology (Liver Unit), University of Alberta, Edmonton, Alberta, Canada
| | | | - Judith Flores-Calderón
- Pediatrics Department, Hospital de Pediatría, Centro Médico Nacional Siglo XXI, Mexico City, Mexico
| | | | - Ignacio García-Juárez
- Gastroenterology Department, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Mexico City, Mexico
| | | | | | - Iaarah Montalvo-Gordon
- Clinic of Gastrointestinal and Hepatic Specialties, Hospital Faro del Mayab, Mérida, Yucatán, Mexico
| | - Mario Vilatobá
- Transplant Department, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Mexico City, Mexico
| | - Ernesto Márquez-Guillén
- Gastroenterology Department, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Mexico City, Mexico; Hospital Ángeles del Pedregal, Mexico City, Mexico
| | - Jacqueline Córdova-Gallardo
- Hepatology Department - General Surgery Service, Hospital General Dr. Manuel Gea González, Mexico City, Mexico
| | - Nayeli Cointa Flores-García
- Gastroenterology Department, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Mexico City, Mexico
| | - Godolfino Miranda-Zazueta
- Gastroenterology Department, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Mexico City, Mexico
| | | | | | - Linda Elsa Muñoz-Espinosa
- Universidad Autónoma de Nuevo León. Liver Unit, Department of Internal Medicine, University Hospital 'Dr. José E. González', Monterrey, Nuevo León, Mexico
| | - Francisco Alfonso Solís-Galindo
- Gastroenterology Department, Unidad Médica de Alta Especialidad # 71 Instituto Mexicano del Seguro Social, Torreón, Coahuila, Mexico
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Saeidinejad M, Elshabrawi A, Sriphoosanaphan S, Andreola F, Mehta G, Agarwal B, Jalan R. Novel Therapeutic Approaches in Treatment of Acute-on-Chronic Liver Failure. Semin Liver Dis 2023; 43:429-445. [PMID: 38101419 PMCID: PMC10723941 DOI: 10.1055/s-0043-1776773] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/17/2023]
Abstract
Acute-on-chronic liver failure (ACLF), a clinical syndrome that can develop at any stage in the progression of cirrhotic liver disease, is characterized by an acute decompensation in liver function with associated multiorgan failure and high short-term mortality. Current evidence points to ACLF being reversible, particularly in those at the lower end of the severity spectrum. However, there are no specific treatments for ACLF, and overall outcomes remain poor. Expedited liver transplantation as a treatment option is limited by organ shortage and a lack of priority allocation for this indication. Other options are therefore urgently needed, and our improved understanding of the condition has led to significant efforts to develop novel therapies. In conclusion, this review aims to summarize the current understanding of the pathophysiological processes involved in the onset, progression, and recovery of ACLF and discuss novel therapies under development.
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Affiliation(s)
- MohammadMahdi Saeidinejad
- Liver Failure Group, Department of Medicine, Institute for Liver and Digestive Health, University College London, London, United Kingdom
| | - Ahmed Elshabrawi
- Liver Failure Group, Department of Medicine, Institute for Liver and Digestive Health, University College London, London, United Kingdom
- Intensive Care Unit, Endemic Hepatology and Gastroenterology Department, Mansoura University, Mansoura, Egypt
| | - Supachaya Sriphoosanaphan
- Liver Failure Group, Department of Medicine, Institute for Liver and Digestive Health, University College London, London, United Kingdom
- Division of Gastroenterology, Department of Medicine, Faculty of Medicine, Chulalongkorn University and King Chulalongkorn Memorial Hospital, Thai Red Cross Society, Bangkok
| | - Fausto Andreola
- Liver Failure Group, Department of Medicine, Institute for Liver and Digestive Health, University College London, London, United Kingdom
| | - Gautam Mehta
- Liver Failure Group, Department of Medicine, Institute for Liver and Digestive Health, University College London, London, United Kingdom
| | - Banwari Agarwal
- Liver Failure Group, Department of Medicine, Institute for Liver and Digestive Health, University College London, London, United Kingdom
- Intensive Care Unit, Royal Free Hospital, London, United Kingdom
| | - Rajiv Jalan
- Liver Failure Group, Department of Medicine, Institute for Liver and Digestive Health, University College London, London, United Kingdom
- Hepatology Department, Royal Free Hospital, London, United Kingdom
- European Foundation for the Study of Chronic Liver Failure, Barcelona, Spain
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19
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Essing T, Bock H, Wieland B, Fluegen G, Bednarsch J, Bode JG, Neumann UP, Roderburg C, Loosen SH, Luedde T. Clinical determinants of hospital mortality in liver failure: a comprehensive analysis of 62,717 patients. ZEITSCHRIFT FUR GASTROENTEROLOGIE 2023; 61:1472-1483. [PMID: 36972596 DOI: 10.1055/a-2016-9061] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/29/2023]
Abstract
BACKGROUND Liver failure (LF) is characterised by a loss of the synthetic and metabolic liver function and is associated with a high mortality. Large-scale data on recent developments and hospital mortality of LF in Germany are missing. A systematic analysis and careful interpretation of these datasets could help to optimise outcomes of LF. METHODS We used standardised hospital discharge data of the Federal Statistical Office to evaluate current trends, hospital mortality and factors associated with an unfavourable course of LF in Germany between 2010 and 2019. RESULTS A total of 62,717 hospitalised LF cases were identified. Annual LF frequency decreased from 6716 (2010) to 5855 (2019) cases and was higher among males (60.51%). Hospital mortality was 38.08% and significantly declined over the observation period. Mortality significantly correlated with patients' age and was highest among individuals with (sub)acute LF (47.5%). Multivariate regression analyses revealed pulmonary (ORARDS: 2.76, ORmechanical ventilation: 6.46) and renal complications (ORacute kidney failure: 2.04, ORhepatorenal syndrome: 2.92) and sepsis (OR: 1.92) as factors for increased mortality. Liver transplantation reduced mortality in patients with (sub)acute LF. Hospital mortality significantly decreased with the annual LF case volume and ranged from 47.46% to 29.87% in low- or high-case-volume hospitals, respectively. CONCLUSIONS Although incidence rates and hospital mortality of LF in Germany have constantly decreased, hospital mortality has remained at a very high level. We identified a number of variables associated with increased mortality that could help to improve framework conditions for the treatment of LF in the future.
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Affiliation(s)
- Tobias Essing
- Department of Gastroenterology, Hepatology and Infectious Diseases, University Hospital Düsseldorf, Medical Faculty of Heinrich Heine University Düsseldorf, Düsseldorf, Germany
- Paracelsus Medical University, Klinikum Nürnberg, Nürnberg, Germany
| | - Hans Bock
- Department of Gastroenterology, Hepatology and Infectious Diseases, University Hospital Düsseldorf, Medical Faculty of Heinrich Heine University Düsseldorf, Düsseldorf, Germany
| | - Björn Wieland
- Department of Gastroenterology, Hepatology and Infectious Diseases, University Hospital Düsseldorf, Medical Faculty of Heinrich Heine University Düsseldorf, Düsseldorf, Germany
| | - Georg Fluegen
- Department of Surgery (A), University Hospital Düsseldorf, Medical Faculty of Heinrich Heine University Düsseldorf, Düsseldorf, Germany
| | - Jan Bednarsch
- Department of Visceral and Transplantation Surgery, University Hospital RWTH Aachen, Aachen, Germany
| | - Johannes G Bode
- Department of Gastroenterology, Hepatology and Infectious Diseases, University Hospital Düsseldorf, Medical Faculty of Heinrich Heine University Düsseldorf, Düsseldorf, Germany
| | - Ulf P Neumann
- Department of Visceral and Transplantation Surgery, University Hospital RWTH Aachen, Aachen, Germany
| | - Christoph Roderburg
- Department of Gastroenterology, Hepatology and Infectious Diseases, University Hospital Düsseldorf, Medical Faculty of Heinrich Heine University Düsseldorf, Düsseldorf, Germany
| | - Sven H Loosen
- Department of Gastroenterology, Hepatology and Infectious Diseases, University Hospital Düsseldorf, Medical Faculty of Heinrich Heine University Düsseldorf, Düsseldorf, Germany
| | - Tom Luedde
- Department of Gastroenterology, Hepatology and Infectious Diseases, University Hospital Düsseldorf, Medical Faculty of Heinrich Heine University Düsseldorf, Düsseldorf, Germany
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20
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Butt MF, Jalan R. Review article: Emerging and current management of acute-on-chronic liver failure. Aliment Pharmacol Ther 2023; 58:774-794. [PMID: 37589507 DOI: 10.1111/apt.17659] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/23/2023] [Revised: 05/02/2023] [Accepted: 07/24/2023] [Indexed: 08/18/2023]
Abstract
BACKGROUND Acute-on-chronic liver failure (ACLF) is a clinically and pathophysiologically distinct condition from acutely decompensated cirrhosis and is characterised by systemic inflammation, extrahepatic organ failure, and high short-term mortality. AIMS To provide a narrative review of the diagnostic criteria, prognosis, epidemiology, and general management principles of ACLF. Four specific interventions that are explored in detail are intravenous albumin, extracorporeal liver assist devices, granulocyte-colony stimulating factor, and liver transplantation. METHODS We searched PubMed and Cochrane databases for articles published up to July 2023. RESULTS Approximately 35% of hospital inpatients with decompensated cirrhosis have ACLF. There is significant heterogeneity in the criteria used to diagnose ACLF; different definitions identify different phenotypes with varying mortality. Criteria established by the European Association for the Study of the Liver were developed in prospective patient cohorts and are, to-date, the most well validated internationally. Systemic haemodynamic instability, renal dysfunction, coagulopathy, neurological dysfunction, and respiratory failure are key considerations when managing ACLF in the intensive care unit. Apart from liver transplantation, there are no accepted evidence-based treatments for ACLF, but several different approaches are under investigation. CONCLUSION The recognition of ACLF as a distinct entity from acutely decompensated cirrhosis has allowed for better patient stratification in clinical settings, facilitating earlier engagement with the intensive care unit and liver transplantation teams. Research priorities over the next decade should focus on exploring novel treatment strategies with a particular focus on which, when, and how patients with ACLF should be treated.
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Affiliation(s)
- Mohsin F Butt
- Centre for Neuroscience, Trauma and Surgery, Wingate Institute of Neurogastroenterology, The Blizard Institute, Barts and The London School of Medicine and Dentistry, Queen Mary University of London, London, UK
- Liver Failure Group, University College London Medical School, Royal Free Hospital Campus, London, UK
- National Institute for Health Research, Nottingham Biomedical Research Centre, Nottingham University Hospitals NHS Trust, University of Nottingham, Nottinghamshire, UK
| | - Rajiv Jalan
- Liver Failure Group, University College London Medical School, Royal Free Hospital Campus, London, UK
- European Association for the Study of the Liver-Chronic Liver Failure (EASL-CLIF) Consortium, Barcelona, Spain
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21
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Farias AQ, Curto Vilalta A, Momoyo Zitelli P, Pereira G, Goncalves LL, Torre A, Diaz JM, Gadano AC, Mattos AZ, Mendes LSC, Alvares-da-Silva MR, Bittencourt PL, Benitez C, Couto CA, Mendizabal M, Toledo CL, Mazo DFC, Castillo Barradas M, Uson Raposo EM, Padilla-Machaca PM, Zarela Lozano Miranda A, Malé-Velázquez R, Castro Lyra A, Dávalos-Moscol MB, Pérez Hernández JL, Ximenes RO, Faria Silva G, Beltrán-Galvis OA, González Huezo MS, Bessone F, Rocha TDS, Fassio E, Terra C, Marín JI, Sierra Casas P, de la Peña-Ramirez C, Aguilar Parera F, Fernandes F, da Penha Zago-Gomes M, Méndez-Guerrero O, Marciano S, Mattos AA, Oliveira JC, Guerreiro GTS, Codes L, Arrese M, Nardelli MJ, Silva MO, Palma-Fernandez R, Alcantara C, Sánchez Garrido C, Trebicka J, Gustot T, Fernández J, Clària J, Jalan R, Angeli P, Arroyo V, Moreau R, Carrilho FJ. Genetic Ancestry, Race, and Severity of Acutely Decompensated Cirrhosis in Latin America. Gastroenterology 2023; 165:696-716. [PMID: 37263305 DOI: 10.1053/j.gastro.2023.05.033] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/05/2022] [Revised: 04/28/2023] [Accepted: 05/05/2023] [Indexed: 06/03/2023]
Abstract
BACKGROUND & AIMS Genetic ancestry or racial differences in health outcomes exist in diseases associated with systemic inflammation (eg, COVID-19). This study aimed to investigate the association of genetic ancestry and race with acute-on-chronic liver failure (ACLF), which is characterized by acute systemic inflammation, multi-organ failure, and high risk of short-term death. METHODS This prospective cohort study analyzed a comprehensive set of data, including genetic ancestry and race among several others, in 1274 patients with acutely decompensated cirrhosis who were nonelectively admitted to 44 hospitals from 7 Latin American countries. RESULTS Three hundred ninety-five patients (31.0%) had ACLF of any grade at enrollment. Patients with ACLF had a higher median percentage of Native American genetic ancestry and lower median percentage of European ancestry than patients without ACLF (22.6% vs 12.9% and 53.4% vs 59.6%, respectively). The median percentage of African genetic ancestry was low among patients with ACLF and among those without ACLF. In terms of race, a higher percentage of patients with ACLF than patients without ACLF were Native American and a lower percentage of patients with ACLF than patients without ACLF were European American or African American. In multivariable analyses that adjusted for differences in sociodemographic and clinical characteristics, the odds ratio for ACLF at enrollment was 1.08 (95% CI, 1.03-1.13) with Native American genetic ancestry and 2.57 (95% CI, 1.84-3.58) for Native American race vs European American race CONCLUSIONS: In a large cohort of Latin American patients with acutely decompensated cirrhosis, increasing percentages of Native American ancestry and Native American race were factors independently associated with ACLF at enrollment.
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Affiliation(s)
- Alberto Queiroz Farias
- The Department of Gastroenterology, Hospital das Clínicas, University of São Paulo School of Medicine, São Paulo, Brazil
| | - Anna Curto Vilalta
- European Foundation for the Study of Chronic Liver Failure, Barcelona, Spain
| | - Patricia Momoyo Zitelli
- The Department of Gastroenterology, Hospital das Clínicas, University of São Paulo School of Medicine, São Paulo, Brazil
| | - Gustavo Pereira
- Gastroenterology and Hepatology Unit, Bonsucesso Federal Hospital, Ministry of Health, Rio de Janeiro, Brazil; Estácio de Sá University, School of Medicine, Rio de Janeiro, Brazil
| | - Luciana L Goncalves
- Gastroenterology and Hepatology Unit, Hospital Universitário Cassiano Antônio Moraes, Universidade Federal do Espírito Santo, Vitória, Brazil
| | - Aldo Torre
- Departamento de Gastroenterología, Instituto Nacional de Ciencias Médicas y Nutrición "Salvador Zubirán," Mexico City, Mexico
| | - Juan Manuel Diaz
- European Foundation for the Study of Chronic Liver Failure, Barcelona, Spain; Liver Unit and Department of Research, Hospital Italiano de Buenos Aires, Buenos Aires, Argentina
| | - Adrian C Gadano
- Liver Unit and Department of Research, Hospital Italiano de Buenos Aires, Buenos Aires, Argentina
| | - Angelo Z Mattos
- Federal University of Health Sciences of Porto Alegre, and Gastroenterology and Hepatology Unit, Irmandade Santa Casa de Misericórdia de Porto Alegre, Porto Alegre, Brazil
| | | | - Mario R Alvares-da-Silva
- Gastrointestinal and Liver Unit, Hospital de Clínicas de Porto Alegre, Universidade Federal do Rio Grande do Sul, Porto Alegre, Brazil
| | | | - Carlos Benitez
- Departamento de Gastroenterología, Facultad de Medicina, Pontificia Universidad Católica de Chile, Santiago, Chile
| | - Claudia Alves Couto
- Instituto Alfa de Gastroenterologia, Hospital das Clínicas da Universidade Federal de Minas Gerais, Belo Horizonte, Brazil; Faculdade de Medicina, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
| | - Manuel Mendizabal
- Unidad de Hígado y Trasplante Hepático, Hospital Universitario Austral, Pilar, Buenos Aires, Argentina
| | - Claudio L Toledo
- Universidad Austral de Chile, Hospital Valdivia, Valdivia, Chile
| | - Daniel F C Mazo
- Division of Gastroenterology, University of Campinas, Campinas, Brazil
| | - Mauricio Castillo Barradas
- Servicio de Gastroenterología y Hepatología, Hospital de Especialidades Centro Médico Nacional La Raza Instituto Mexicano del Seguro Social, Mexico City, Mexico
| | - Eva M Uson Raposo
- European Foundation for the Study of Chronic Liver Failure, Barcelona, Spain
| | | | | | | | - André Castro Lyra
- Hospital Universtário Professor Edgard Santos, Salvador, Brazil; Hospital São Rafael, Salvador, Brazil
| | | | - José L Pérez Hernández
- Clínica de hígado, Hospital General de México "Dr. Eduardo Liceaga," Mexico City, Mexico
| | - Rafael O Ximenes
- Serviço de Gastroenterologia e Hepatologia, Hospital das Clínicas da Universidade Federal de Goiás, Goiânia, Brazil
| | | | - Oscar A Beltrán-Galvis
- Grupo Gastro-Hepatología y Trasplante Fundación Cardioinfantil LaCardio, Medellín, Colombia
| | - María S González Huezo
- Departamento de Gastroenterología, Centro Médico Instituto de Seguridad Social del Estado de México y Municipios, Metepec, Mexico
| | - Fernando Bessone
- Hospital Provincial del Centenario, Universidad Nacional de Rosario, Rosario, Argentina
| | | | - Eduardo Fassio
- Sección Hígado, Vías Biliares y Páncreas del Servicio de Gastroenterología, Hospital Nacional Profesor Alejandro, Buenos Aires, Argentina
| | - Carlos Terra
- Serviço de Gastroenterologia, Unidade de Hepatologia, Hospital Universitario Pedro Ernesto, Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
| | - Juan I Marín
- Bogotá and Hospital Pablo Tobón Uribe, Medellín, Colombia
| | | | | | | | - Flavia Fernandes
- Gastroenterology and Hepatology Unit, Bonsucesso Federal Hospital, Ministry of Health, Rio de Janeiro, Brazil
| | - Maria da Penha Zago-Gomes
- Gastroenterology and Hepatology Unit, Hospital Universitário Cassiano Antônio Moraes, Universidade Federal do Espírito Santo, Vitória, Brazil
| | - Osvely Méndez-Guerrero
- Departamento de Gastroenterología, Instituto Nacional de Ciencias Médicas y Nutrición "Salvador Zubirán," Mexico City, Mexico
| | - Sebastián Marciano
- Liver Unit and Department of Research, Hospital Italiano de Buenos Aires, Buenos Aires, Argentina
| | - Angelo A Mattos
- Federal University of Health Sciences of Porto Alegre, and Gastroenterology and Hepatology Unit, Irmandade Santa Casa de Misericórdia de Porto Alegre, Porto Alegre, Brazil
| | | | - Gabriel T S Guerreiro
- Gastrointestinal and Liver Unit, Hospital de Clínicas de Porto Alegre, Universidade Federal do Rio Grande do Sul, Porto Alegre, Brazil
| | - Liana Codes
- Hospital Português da Bahia, Salvador, Brazil
| | - Marco Arrese
- Departamento de Gastroenterología, Facultad de Medicina, Pontificia Universidad Católica de Chile, Santiago, Chile; Centro de Envejecimiento y Regeneracion, Departamento de Biologia Celular y Molecular, Facultad de Ciencias Biologicas, Pontificia Universidad Católica de Chile, Santiago, Chile
| | - Mateus J Nardelli
- Faculdade de Medicina, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
| | - Marcelo O Silva
- Unidad de Hígado y Trasplante Hepático, Hospital Universitario Austral, Pilar, Buenos Aires, Argentina
| | | | - Camila Alcantara
- Gastroenterology and Hepatology Unit, Bonsucesso Federal Hospital, Ministry of Health, Rio de Janeiro, Brazil
| | | | - Jonel Trebicka
- Medizinische Klinik B (Gastroenterologie, Hepatologie, Endokrinologie, Klinische Infektiologie), Münster, Germany
| | - Thierry Gustot
- European Foundation for the Study of Chronic Liver Failure, Barcelona, Spain; Department of Gastroenterology and Hepato-Pancreatology, Cliniques Universitaires de Bruxelles Erasme Hospital, Université Libre de Bruxelles, Brussels, Belgium
| | - Javier Fernández
- European Foundation for the Study of Chronic Liver Failure, Barcelona, Spain; Hospital Clínic Instituto de Investigaciones Biomédicas August Pi i Sunyer, Universitat de Barcelona, Barcelona, Spain
| | - Joan Clària
- European Foundation for the Study of Chronic Liver Failure, Barcelona, Spain; Hospital Clínic Instituto de Investigaciones Biomédicas August Pi i Sunyer, Universitat de Barcelona, Barcelona, Spain; Centro de Investigacion Biomedica en Red de Enfermedades Hepaticas y Digestivas Barcelona, Spain
| | - Rajiv Jalan
- European Foundation for the Study of Chronic Liver Failure, Barcelona, Spain; Liver Failure Group, Institute for Liver Disease Health, University College London, Royal Free Hospital, London, United Kingdom
| | - Paolo Angeli
- European Foundation for the Study of Chronic Liver Failure, Barcelona, Spain; Unit of Internal Medicine and Hepatology, Department of Medicine, University of Padova, Padova, Italy
| | - Vicente Arroyo
- European Foundation for the Study of Chronic Liver Failure, Barcelona, Spain
| | - Richard Moreau
- European Foundation for the Study of Chronic Liver Failure, Barcelona, Spain; Institut National de la Santé et de la Recherche Médicale, Université Paris Cité, Centre de Recherche sur l'Inflammation, Paris, France; Assistance Publique-Hôpitaux de Paris, Hôpital Beaujon, Service d'Hépatologie, Clichy, France.
| | - Flair J Carrilho
- The Department of Gastroenterology, Hospital das Clínicas, University of São Paulo School of Medicine, São Paulo, Brazil
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22
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Abstract
In recent years there has been a significant increase in the incidence of acute-on-chronic liver failure (ACLF). This syndrome is characterized by infections, organ failures, and high short-term mortality. Although progress in the management of these sick patients has been evident, liver transplantation (LT) remains the best treatment modality to date. Several studies have reported LT as a feasible option, despite organ failures. The outcomes following LT are inversely related to the grade of ACLF. This review discusses the current literature on the feasibility, futility, timing, and outcomes of LT in patients with ACLF.
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Affiliation(s)
- Anand V Kulkarni
- Department of Hepatology, Asian Institute of Gastroenterology, Hyderabad-500032, India
| | - K Rajender Reddy
- Division of Gastroenterology and Hepatology, University of Pennsylvania, 2 Dulles, Liver Transplant Office 3400 Spruce Street, Philadelphia, PA 19104, USA.
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23
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Moreau R, Tonon M, Krag A, Angeli P, Berenguer M, Berzigotti A, Fernandez J, Francoz C, Gustot T, Jalan R, Papp M, Trebicka J. EASL Clinical Practice Guidelines on acute-on-chronic liver failure. J Hepatol 2023; 79:461-491. [PMID: 37364789 DOI: 10.1016/j.jhep.2023.04.021] [Citation(s) in RCA: 25] [Impact Index Per Article: 25.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/19/2023] [Accepted: 04/19/2023] [Indexed: 06/28/2023]
Abstract
Acute-on-chronic liver failure (ACLF), which was described relatively recently (2013), is a severe form of acutely decompensated cirrhosis characterised by the existence of organ system failure(s) and a high risk of short-term mortality. ACLF is caused by an excessive systemic inflammatory response triggered by precipitants that are clinically apparent (e.g., proven microbial infection with sepsis, severe alcohol-related hepatitis) or not. Since the description of ACLF, some important studies have suggested that patients with ACLF may benefit from liver transplantation and because of this, should be urgently stabilised for transplantation by receiving appropriate treatment of identified precipitants, and full general management, including support of organ systems in the intensive care unit (ICU). The objective of the present Clinical Practice Guidelines is to provide recommendations to help clinicians recognise ACLF, make triage decisions (ICU vs. no ICU), identify and manage acute precipitants, identify organ systems that require support or replacement, define potential criteria for futility of intensive care, and identify potential indications for liver transplantation. Based on an in-depth review of the relevant literature, we provide recommendations to navigate clinical dilemmas followed by supporting text. The recommendations are graded according to the Oxford Centre for Evidence-Based Medicine system and categorised as 'weak' or 'strong'. We aim to provide the best available evidence to aid the clinical decision-making process in the management of patients with ACLF.
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24
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Wakil A, Niazi M, Lunsford KE, Pyrsopoulos N. Future Approaches and Therapeutic Modalities for Acute-on-Chronic Liver Failure. Clin Liver Dis 2023; 27:777-790. [PMID: 37380297 DOI: 10.1016/j.cld.2023.03.017] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/30/2023]
Abstract
Acute-on-chronic liver failure (ACLF) results from an acute decompensation of cirrhosis due to exogenous insult. The condition is characterized by a severe systemic inflammatory response, inappropriate compensatory anti-inflammatory response, multisystem extrahepatic organ failure, and high short-term mortality. Here, the authors evaluate the current status of potential treatments for ACLF and assess their efficacy and therapeutic potential.
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Affiliation(s)
- Ali Wakil
- Division of Gastroenterology and Hepatology, Department of Medicine, Rutgers New Jersey Medical School, 185 South Orange Avenue, MSB H536, Newark, NJ 07103, USA
| | - Mumtaz Niazi
- Division of Gastroenterology and Hepatology, Department of Medicine, Rutgers New Jersey Medical School, 185 South Orange Avenue, MSB H536, Newark, NJ 07103, USA
| | - Keri E Lunsford
- Department of Surgery, Division of Liver Transplant and HPB Surgery, Rutgers New Jersey Medical School, 185 South Orange Avenue, MSB H536, Newark, NJ 07103, USA
| | - Nikolaos Pyrsopoulos
- Division of Gastroenterology and Hepatology, Department of Medicine, Rutgers New Jersey Medical School, 185 South Orange Avenue, MSB H536, Newark, NJ 07103, USA.
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25
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Wong F. Management of Portal Hypertension in Patients with Acute-on-Chronic Liver Disease. Clin Liver Dis 2023; 27:717-733. [PMID: 37380294 DOI: 10.1016/j.cld.2023.03.014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/30/2023]
Abstract
Portal hypertension is central to the pathogenesis of complications of cirrhosis, including acute-on-chronic liver failure (ACLF). Both nonselective beta-blockers and preemptive transjugular portal-systemic stent shunt can lower portal pressure, reducing the risk of variceal bleeding, a known trigger for ACLF. However, in patients with advanced cirrhosis, both could potentially induce ACLF by causing hemodynamic instability and hepatic ischemia, respectively, and therefore must be used with caution. Lowering portal pressure with vasoconstrictor such as terlipressin can reverse the kidney failure but careful patient selection is key for success, with careful monitoring for complications.
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Affiliation(s)
- Florence Wong
- Department of Medicine, Division of Gastroenterology & Hepatology, University Health Network, University of Toronto, Toronto, Ontario, Canada.
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26
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Hernaez R, Li H, Moreau R, Coenraad MJ. Definition, diagnosis and epidemiology of acute-on-chronic liver failure. Liver Int 2023. [PMID: 37424175 DOI: 10.1111/liv.15670] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/27/2023] [Revised: 06/14/2023] [Accepted: 06/27/2023] [Indexed: 07/11/2023]
Abstract
This narrative review addresses the definition of acute-on-chronic liver failure, a condition associated with high short-term mortality in patients with chronic liver disease and/or cirrhosis. We provide two major points of view: the East and the West perspective. Both definitions vary regarding the underlying patient population and organ failure(s) definition. Nevertheless, all the definitions have their clinical utility: from the core concept of having the "liver" as a conditio sine qua non, the syndrome cannot exist (Asian Pacific Association for the Study of the Liver); a data-driven, robust definition (European Association for the Study of the Liver); a bedside tool that can quickly identify patients at high risk of dying (North American Consortium for the Study of End-stage Liver Disease [NACSELD]). In each section, we provide the overall definitions, the criteria of organ failure(s), and some epidemiological data illustrating how these apply in each area of the world.
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Affiliation(s)
- Ruben Hernaez
- Section of Gastroenterology, Michael E. DeBakey Veterans Affairs Medical Center, TX Center, Houston, Texas, USA
- VA HSR&D Center for Innovations in Quality, Effectiveness and Safety, Michael E. DeBakey VA Medical Center, Houston, Texas, USA
- Section of Gastroenterology and Hepatology, Department of Medicine, Baylor College of Medicine, Houston, Texas, USA
| | - Hai Li
- Department of Gastroenterology, Ren Ji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Richard Moreau
- European Foundation for the Study of Chronic Liver Failure (EF CLIF), Barcelona, France
- INSERM, Université de Paris Cité, Centre de Recherche sur l'Inflammation (CRI), Service d'Hépatologie, Paris, France
- Assistance Publique-Hôpitaux de Paris (AP-HP), and Hôpital Beaujon, Clichy, France
| | - Minneke J Coenraad
- Department of Gastroenterology and Hepatology, Leiden University Medical Center, Leiden, the Netherlands
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Marginean CM, Pirscoveanu D, Popescu M, Vasile CM, Docea AO, Mitruț R, Mărginean IC, Iacob GA, Firu DM, Mitruț P. Challenges in Diagnosis and Therapeutic Approach of Acute on Chronic Liver Failure-A Review of Current Evidence. Biomedicines 2023; 11:1840. [PMID: 37509478 PMCID: PMC10376368 DOI: 10.3390/biomedicines11071840] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2023] [Revised: 06/23/2023] [Accepted: 06/25/2023] [Indexed: 07/30/2023] Open
Abstract
Acute-on-chronic liver failure (ACLF) is a syndrome characterized by acute and severe decompensation of chronic liver disease (CLD) correlated with multiple organ failure, poor prognosis, and increased mortality. In 40-50% of ACLF cases, the trigger is not recognized; for many of these patients, bacterial translocation associated with systemic inflammation is thought to be the determining factor; in the other 50% of patients, sepsis, alcohol consumption, and reactivation of chronic viral hepatitis are the most frequently described trigger factors. Other conditions considered precipitating factors are less common, including acute alcoholic hepatitis, major surgery, TIPS insertion, or inadequate paracentesis without albumin substitution. Host response is likely the primary factor predicting ACLF severity and prognosis, the host immune response having a particular significance in this syndrome, together with the inflammatory cascade. The management of ACLF includes both the prevention of the precipitating factors that lead to acute liver decompensation and the support of vital functions, the prevention and management of complications, the estimation of prognosis, and the opportunity for liver transplantation.
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Affiliation(s)
- Cristina Maria Marginean
- Department of Internal Medicine, University of Medicine and Pharmacy of Craiova, 200349 Craiova, Romania
| | - Denisa Pirscoveanu
- Department of Neurology, University of Medicine and Pharmacy of Craiova, 200349 Craiova, Romania
| | - Mihaela Popescu
- Department of Endocrinology, University of Medicine and Pharmacy of Craiova, 200349 Craiova, Romania
| | - Corina Maria Vasile
- Department of Pediatric Cardiology, "Marie Curie" Emergency Children's Hospital, 041451 Bucharest, Romania
| | - Anca Oana Docea
- Department of Toxicology, University of Medicine and Pharmacy of Craiova, 200349 Craiova, Romania
| | - Radu Mitruț
- Department of Cardiology, University and Emergency Hospital, 050098 Bucharest, Romania
| | | | - George Alexandru Iacob
- Faculty of Medicine, University of Medicine and Pharmacy of Craiova, 200349 Craiova, Romania
| | - Dan Mihai Firu
- Ph.D. School Department, University of Medicine and Pharmacy of Craiova, 200349 Craiova, Romania
| | - Paul Mitruț
- Department of Internal Medicine, University of Medicine and Pharmacy of Craiova, 200349 Craiova, Romania
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Jagdish RK, Roy A, Kumar K, Premkumar M, Sharma M, Rao PN, Reddy DN, Kulkarni AV. Pathophysiology and management of liver cirrhosis: from portal hypertension to acute-on-chronic liver failure. Front Med (Lausanne) 2023; 10:1060073. [PMID: 37396918 PMCID: PMC10311004 DOI: 10.3389/fmed.2023.1060073] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2022] [Accepted: 05/19/2023] [Indexed: 07/04/2023] Open
Abstract
Cirrhosis transcends various progressive stages from compensation to decompensation driven by the severity of portal hypertension. The downstream effect of increasing portal hypertension severity leads to various pathophysiological pathways, which result in the cardinal complications of cirrhosis, including ascites, variceal hemorrhage, and hepatic encephalopathy. Additionally, the severity of portal hypertension is the central driver for further advanced complications of hyperdynamic circulation, hepatorenal syndrome, and cirrhotic cardiomyopathy. The management of these individual complications has specific nuances which have undergone significant developments. In contrast to the classical natural history of cirrhosis and its complications which follows an insidious trajectory, acute-on-chronic failure (ACLF) leads to a rapidly downhill course with high short-term mortality unless intervened at the early stages. The management of ACLF involves specific interventions, which have quickly evolved in recent years. In this review, we focus on complications of portal hypertension and delve into an approach toward ACLF.
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Affiliation(s)
- Rakesh Kumar Jagdish
- Department of Hepatology, Gastroenterology and Liver Transplant Medicine, Metro Hospital, Noida, India
| | - Akash Roy
- Department of Gastroenterology, Institute of Gastrosciences and Liver Transplantation, Apollo Hospitals, Kolkata, India
| | - Karan Kumar
- Department of Hepatology, Mahatma Gandhi Medical College and Hospital, Jaipur, India
| | - Madhumita Premkumar
- Department of Hepatology, Post Graduate Institute of Medical Education and Research (PGIMER), Chandigarh, India
| | - Mithun Sharma
- Department of Hepatology, Asian Institute of Gastroenterology (AIG) Hospitals, Hyderabad, India
| | - Padaki Nagaraja Rao
- Department of Hepatology, Asian Institute of Gastroenterology (AIG) Hospitals, Hyderabad, India
| | - Duvvur Nageshwar Reddy
- Department of Hepatology, Asian Institute of Gastroenterology (AIG) Hospitals, Hyderabad, India
| | - Anand V. Kulkarni
- Department of Hepatology, Asian Institute of Gastroenterology (AIG) Hospitals, Hyderabad, India
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Chapin S, Kaplan DE, Taddei T, Mahmud N. Association between statin exposure and short-term mortality in patients with high-grade acute-on-chronic liver failure. JHEP Rep 2023; 5:100740. [PMID: 37215188 PMCID: PMC10193237 DOI: 10.1016/j.jhepr.2023.100740] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/04/2023] [Revised: 03/01/2023] [Accepted: 03/02/2023] [Indexed: 05/24/2023] Open
Abstract
Background & Aims Acute-on-chronic liver failure (ACLF) carries a high short-term mortality for patients with cirrhosis. Prior literature suggests that statin exposure may reduce the likelihood of ACLF events. However, it is unclear if statin exposure is associated with ACLF-related mortality. This study sought to determine the association between statin use and short-term mortality among patients hospitalised with ACLF. Methods This was a retrospective cohort study of Veterans Health Administration (VHA) patients diagnosed with cirrhosis between 2008 and 2021 and hospitalised with high-grade (2 or 3) ACLF. Patients were stratified into those with and without continuous statin exposure for at least 90 days prior to hospitalisation. Multivariable logistic regression models were created to determine the adjusted association between statin exposure and 28-day and 90-day mortality. Categorical statin dose exposure, converted to simvastatin equivalents, was also explored. Results A total of 11,731 patients with cirrhosis hospitalised with Grade 2 or 3 ACLF were included in the analytic cohort, 26% of whom had statin exposure. In adjusted logistic regression models, statin use was associated with 18% lower odds of ACLF-related 28-day mortality (odds ratio [OR] 0.82, 95% CI 0.73-0.93, p = 0.001) and 24% lower odds of 90-day mortality (OR 0.76, 95% CI 0.68-0.86, p <0.001). Increasing statin dose exposure was also associated with further reductions in 90-day mortality (e.g. OR 0.81, 95% CI 0.70-0.93 for 10-40 mg vs. 0 mg and OR 0.72, 95% CI 0.60-0.87 for 80 mg vs. 0 mg, p <0.001). Conclusions In this large, retrospective cohort study, statin exposure before high-grade ACLF hospitalisation was associated with reduced odds of 28-day and 90-day mortality in patients with cirrhosis. A statin dose-dependent reduction in 90-day ACLF-related mortality was also observed. Impact and Implications Statins have been identified as a class of medications with potential beneficial effects for patients with cirrhosis. In this large, retrospective cohort study of patients with cirrhosis who seek care at the Veterans Health Administration, statin use was associated with a decrease in short term (28-day and 90-day) mortality as a result of acute-on-chronic liver failure. Future prospective studies are needed to further clarify the relative safety and efficacy of statin therapy in reducing morbidity and mortality associated with acute-on-chronic liver failure in patients with cirrhosis.
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Affiliation(s)
- Sara Chapin
- Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - David E. Kaplan
- Division of Gastroenterology and Hepatology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Department of Medicine, Corporal Michael J. Crescenz VA Medical Center, Philadelphia, PA, USA
| | - Tamar Taddei
- VA Connecticut-Healthcare System, West Haven, CT, USA
| | - Nadim Mahmud
- Division of Gastroenterology and Hepatology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Department of Medicine, Corporal Michael J. Crescenz VA Medical Center, Philadelphia, PA, USA
- Center for Clinical Epidemiology and Biostatistics, Department of Biostatistics, Epidemiology & Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Leonard David Institute of Health Economics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
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Gary PJ, Lal A, Simonetto DA, Gajic O, Gallo de Moraes A. Acute on chronic liver failure: prognostic models and artificial intelligence applications. Hepatol Commun 2023; 7:02009842-202304010-00015. [PMID: 36972378 PMCID: PMC10043584 DOI: 10.1097/hc9.0000000000000095] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/19/2022] [Accepted: 01/04/2023] [Indexed: 03/29/2023] Open
Abstract
Critically ill patients presenting with acute on chronic liver failure (ACLF) represent a particularly vulnerable population due to various considerations surrounding the syndrome definition, lack of robust prospective evaluation of outcomes, and allocation of resources such as organs for transplantation. Ninety-day mortality related to ACLF is high and patients who do leave the hospital are frequently readmitted. Artificial intelligence (AI), which encompasses various classical and modern machine learning techniques, natural language processing, and other methods of predictive, prognostic, probabilistic, and simulation modeling, has emerged as an effective tool in various areas of healthcare. These methods are now being leveraged to potentially minimize physician and provider cognitive load and impact both short-term and long-term patient outcomes. However, the enthusiasm is tempered by ethical considerations and a current lack of proven benefits. In addition to prognostic applications, AI models can likely help improve the understanding of various mechanisms of morbidity and mortality in ACLF. Their overall impact on patient-centered outcomes and countless other aspects of patient care remains unclear. In this review, we discuss various AI approaches being utilized in healthcare and discuss the recent and expected future impact of AI on patients with ACLF through prognostic modeling and AI-based approaches.
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Affiliation(s)
- Phillip J Gary
- Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, Mayo Clinic, Rochester, Minnesota, USA
- Multidisciplinary Epidemiology and Translational Research in Intensive Care Group, Mayo Clinic, Rochester, Minnesota, USA
| | - Amos Lal
- Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, Mayo Clinic, Rochester, Minnesota, USA
- Multidisciplinary Epidemiology and Translational Research in Intensive Care Group, Mayo Clinic, Rochester, Minnesota, USA
| | - Douglas A Simonetto
- Division of Gastroenterology and Hepatology, Mayo Clinic College of Medicine and Science, Rochester, Minnesota, USA
| | - Ognjen Gajic
- Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, Mayo Clinic, Rochester, Minnesota, USA
- Multidisciplinary Epidemiology and Translational Research in Intensive Care Group, Mayo Clinic, Rochester, Minnesota, USA
| | - Alice Gallo de Moraes
- Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, Mayo Clinic, Rochester, Minnesota, USA
- Multidisciplinary Epidemiology and Translational Research in Intensive Care Group, Mayo Clinic, Rochester, Minnesota, USA
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Mahmud N, Reddy KR, Taddei TH, Kaplan DE. Type of Infection Is Associated with Prognosis in Acute-on-Chronic Liver Failure: A National Veterans Health Administration Study. Dig Dis Sci 2023; 68:1632-1640. [PMID: 36083379 PMCID: PMC9995592 DOI: 10.1007/s10620-022-07680-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/02/2022] [Accepted: 08/21/2022] [Indexed: 12/09/2022]
Abstract
BACKGROUND Acute-on-chronic liver failure (ACLF) is a syndrome in patients with cirrhosis with high short-term mortality. Infection is a frequent precipitant of ACLF; however, it is unclear if prognosis varies by difference infectious sources. To address this knowledge gap, we utilized a large national database of patients with cirrhosis. METHODS This was a retrospective cohort study of patients with cirrhosis in the Veterans Health Administration between 2008 and 2016. First ACLF hospitalizations were identified and infections were classified using validated algorithms, categorized as bacteremia, fungal, spontaneous bacterial peritonitis (SBP), pyelonephritis/urinary tract infection, or skin and soft tissue/musculoskeletal infection (SST/MSK). Inverse probability treatment weighing for infection-associated ACLF followed by multivariable logistic regression was used to evaluate the association between infection type and 90-day mortality. RESULTS A total 22,589 ACLF hospitalizations were included, 3998 (17.7%) of which had ACLF grade 3. Infection was associated with 12,405 (54.9%) of ACLF hospitalizations. In regression models, SBP was associated with a 1.79-fold increased odds of 90-day mortality vs. no infection (95% confidence interval [CI] 1.58-2.02, p < 0.001), whereas SST/MSK infections had a lower relative odds of mortality (odds ratio 0.48, 95% CI 0.42-0.53, p < 0.001). There was a significant interaction between infection category and ACLF grade on the outcome of 90-day mortality (p < 0.001). CONCLUSIONS The impact of infection on short-term mortality in ACLF varies depending on the source of infection. This has relevance for ACLF prognostication and challenges previous notions that bacterial infection invariably worsens prognosis among all patients with ACLF.
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Affiliation(s)
- Nadim Mahmud
- Division of Gastroenterology and Hepatology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.
- Department of Medicine, Corporal Michael J. Crescenz VA Medical Center, Philadelphia, PA, USA.
- Center for Clinical Epidemiology and Biostatistics, Department of Biostatistics, Epidemiology & Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.
- Leonard David Institute of Health Economics, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA.
| | - K Rajender Reddy
- Division of Gastroenterology and Hepatology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Tamar H Taddei
- Division of Digestive Diseases, Yale University School of Medicine, New Haven, CT, USA
- VA Connecticut Healthcare System, West Haven, CT, USA
| | - David E Kaplan
- Division of Gastroenterology and Hepatology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Department of Medicine, Corporal Michael J. Crescenz VA Medical Center, Philadelphia, PA, USA
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Devarbhavi H, Asrani SK, Arab JP, Nartey YA, Pose E, Kamath PS. Global burden of Liver Disease: 2023 Update. J Hepatol 2023:S0168-8278(23)00194-0. [PMID: 36990226 DOI: 10.1016/j.jhep.2023.03.017] [Citation(s) in RCA: 244] [Impact Index Per Article: 244.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/03/2022] [Revised: 03/06/2023] [Accepted: 03/09/2023] [Indexed: 03/31/2023]
Abstract
Liver disease accounts for 2 million deaths and is responsible for 4% of all deaths (1 out of every 25 deaths worldwide); approximately 2/3 of all liver related deaths occur in men. Deaths are largely attributable to complications of cirrhosis and hepatocellular carcinoma, with acute hepatitis accounting for a smaller proportion of deaths. The most common causes of cirrhosis worldwide are related to viral hepatitis, alcohol, and nonalcoholic fatty liver disease (NAFLD). Hepatotropic viruses are the etiological factor in most cases of acute hepatitis, but drug-induced liver injury increasingly accounts for a significant proportion of cases. This iteration of the global burden of liver disease is an update of the 2019 version and focuses mainly on areas where significant new information is available like alcohol-associated liver disease, NAFLD, viral hepatitis, and HCC. We also devote a separate section to the burden of liver disease in Africa, an area of the world typically neglected in such documents.
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Affiliation(s)
- Harshad Devarbhavi
- Department of Gastroenterology and Hepatology, St. John's Medical College Hospital, Bangalore, India
| | - Sumeet K Asrani
- Baylor University Medical Center, Baylor Scott and White, Dallas, TX, United States.
| | - Juan Pablo Arab
- Division of Gastroenterology, Department of Medicine, Schulich School of Medicine, Western University & London Health Sciences Centre, London, Ontario, Canada; Departamento de Gastroenterologia, Escuela de Medicina, Pontificia Universidad Catolica de Chile, Santiago, Chile
| | - Yvonne Ayerki Nartey
- Department of Internal Medicine, School of Medical Sciences, University of Cape Coast, Cape Coast, Ghana
| | - Elisa Pose
- Liver Unit, Hospital Clinic of Barcelona. Institut D'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS)
| | - Patrick S Kamath
- Mayo Clinic College of Medicine and Science, Rochester, MN, United States
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Zhai H, Zhang J, Shang D, Zhu C, Xiang X. The progress to establish optimal animal models for the study of acute-on-chronic liver failure. Front Med (Lausanne) 2023; 10:1087274. [PMID: 36844207 PMCID: PMC9947362 DOI: 10.3389/fmed.2023.1087274] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2022] [Accepted: 01/23/2023] [Indexed: 02/11/2023] Open
Abstract
Acute-on-chronic liver failure (ACLF) defines a complicated and multifaceted syndrome characterized by acute liver dysfunction following an acute insult on the basis of chronic liver diseases. It is usually concurrent with bacterial infection and multi-organ failure resulting in high short-term mortality. Based on the cohort studies in ACLF worldwide, the clinical course of ACLF was demonstrated to comprise three major stages including chronic liver injury, acute hepatic/extrahepatic insult, and systemic inflammatory response caused by over-reactive immune system especially bacterial infection. However, due to the lack of optimal experimental animal models for ACLF, the progress of basic study on ACLF is limping. Though several experimental ACLF models were established, none of them can recapitulate and simulate the whole pathological process of ACLF patients. Recently, we have developed a novel mouse model for ACLF combining chronic liver injury [injection of carbon tetrachloride (CCl4) for 8 weeks], acute hepatic insult (injection of a double dose CCl4), and bacterial infection (intraperitoneal injection of Klebsiella pneumoniae), which could recapitulate the major clinical features of patients with ACLF worsened by bacterial infection.
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Affiliation(s)
- Hengben Zhai
- Department of Infectious Diseases, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China,Translational Lab of Liver Diseases, Department of Infectious Diseases, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Jinming Zhang
- Department of Infectious Diseases, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China,Translational Lab of Liver Diseases, Department of Infectious Diseases, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Dabao Shang
- Department of Infectious Diseases, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China,Translational Lab of Liver Diseases, Department of Infectious Diseases, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Chuanwu Zhu
- Department of Infectious Diseases, The Fifth People’s Hospital of Suzhou, Suzhou, China,Chuanwu Zhu,
| | - Xiaogang Xiang
- Department of Infectious Diseases, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China,Translational Lab of Liver Diseases, Department of Infectious Diseases, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China,*Correspondence: Xiaogang Xiang,
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Serper M, Tapper EB, Kaplan DE, Taddei TH, Mahmud N. Patterns of Care Utilization and Hepatocellular Carcinoma Surveillance: Tracking Care Across the Pandemic. Am J Gastroenterol 2023; 118:294-303. [PMID: 36114778 PMCID: PMC9898115 DOI: 10.14309/ajg.0000000000002011] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/24/2022] [Accepted: 09/09/2022] [Indexed: 02/06/2023]
Abstract
INTRODUCTION We studied longitudinal trends in mortality, outpatient, and inpatient care for cirrhosis in a national cohort in the first 2 years of the coronavirus disease-2019 pandemic. We evaluated trends in hepatocellular carcinoma (HCC) surveillance and factors associated with completion. METHODS Within the national cirrhosis cohort in the Veterans Administration from 2020 to 2021, we captured mortality, outpatient primary care provider, gastroenterology/hepatology (GI/HEP) visits, and hospitalizations. HCC surveillance was computed as percentage of time up to date with surveillance every 6 months (PTUDS). Multivariable models for PTUDS were adjusted for patient demographics, clinical factors, and facility-level variables. RESULTS The total cohort was 68,073; 28,678 were eligible for HCC surveillance. Outpatient primary care provider and GI/HEP appointment rates initially dropped from 30% to 7% with a rebound 1 year into the pandemic and steady subsequent use. Telemedicine monthly visit rates rose from less than 10% to a peak of 20% with a steady gradual decline. Nearly 70% of Veterans were up to date with HCC surveillance before the pandemic with an early pandemic nadir of approximately 50% and 60% PTUDS 2 years into the pandemic. In adjusted models, use of a population-based cirrhosis dashboard (β 8.5, 95% CI 6.9-10.2) and GI/HEP visits both in-person (β 3.2, 95% CI 2.9-3.6) and telemedicine (β 2.1, 95% CI 1.9-2.4) were associated with a higher PTUDS. DISCUSSION Outpatient utilization and HCC surveillance rates have rebounded but remain below at baseline. Population-based approaches and specialty care for cirrhosis were associated with a higher completion of HCC surveillance.
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Affiliation(s)
- Marina Serper
- Division of Gastroenterology and Hepatology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
- Leonard Davis Institute of Health Economics, University of Pennsylvania, Philadelphia, PA
- Department of Medicine, Corporal Michael J. Crescenz VA Medical Center, Philadelphia, PA
| | - Elliot B. Tapper
- Division of Gastroenterology and Hepatology, University of Michigan, Ann Arbor, USA
- Gastroenterology Section, Ann Arbor Healthcare System, Ann Arbor, VA, USA
| | - David E Kaplan
- Division of Gastroenterology and Hepatology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
- Department of Medicine, Corporal Michael J. Crescenz VA Medical Center, Philadelphia, PA
| | - Tamar H. Taddei
- Section of Digestive Diseases, Yale School of Medicine, New Haven, CT
- VA Connecticut Healthcare System, West Haven, CT
| | - Nadim Mahmud
- Division of Gastroenterology and Hepatology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
- Leonard Davis Institute of Health Economics, University of Pennsylvania, Philadelphia, PA
- Department of Medicine, Corporal Michael J. Crescenz VA Medical Center, Philadelphia, PA
- Center for Clinical Epidemiology and Biostatistics, Department of Biostatistics, Epidemiology & Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
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Battistella S, D'Arcangelo F, Grasso M, Zanetto A, Gambato M, Germani G, Senzolo M, Russo FP, Burra P. Liver transplantation for non-alcoholic fatty liver disease: indications and post-transplant management. Clin Mol Hepatol 2023; 29:S286-S301. [PMID: 36577425 PMCID: PMC10029965 DOI: 10.3350/cmh.2022.0392] [Citation(s) in RCA: 11] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/10/2022] [Accepted: 12/22/2022] [Indexed: 12/30/2022] Open
Abstract
Non-alcoholic fatty liver disease (NAFLD) is currently the fastest growing indication to liver transplantation (LT) in Western Countries, both for end stage liver disease and hepatocellular carcinoma. NAFLD/non-alcoholic steatohepatitis (NASH) is often expression of a systemic metabolic syndrome; therefore, NAFLD/NASH patients require a multidisciplinary approach for a proper pre-surgical evaluation, which is important to achieve a post-transplant outcome comparable to that of other indications to LT. NAFLD/NASH patients are also at higher risk of post-transplant cardiovascular events, diabetes, dyslipidemia, obesity, renal impairment and recurrent NASH. Lifestyle modifications, included diet and physical activity, are key to improve survival and quality of life after transplantation. A tailored immunosuppressive regimen may be proposed in selected patients. Development of new drugs for the treatment of recurrent NASH is awaited.
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Affiliation(s)
- Sara Battistella
- Gastroenterology and Multivisceral Transplant Unit, Department of Surgery, Oncology and Gastroenterology, Padua University Hospital, University of Padua, Padua, Italy
| | - Francesca D'Arcangelo
- Gastroenterology and Multivisceral Transplant Unit, Department of Surgery, Oncology and Gastroenterology, Padua University Hospital, University of Padua, Padua, Italy
| | - Marco Grasso
- Gastroenterology and Multivisceral Transplant Unit, Department of Surgery, Oncology and Gastroenterology, Padua University Hospital, University of Padua, Padua, Italy
| | - Alberto Zanetto
- Gastroenterology and Multivisceral Transplant Unit, Department of Surgery, Oncology and Gastroenterology, Padua University Hospital, University of Padua, Padua, Italy
| | - Martina Gambato
- Gastroenterology and Multivisceral Transplant Unit, Department of Surgery, Oncology and Gastroenterology, Padua University Hospital, University of Padua, Padua, Italy
| | - Giacomo Germani
- Gastroenterology and Multivisceral Transplant Unit, Department of Surgery, Oncology and Gastroenterology, Padua University Hospital, University of Padua, Padua, Italy
| | - Marco Senzolo
- Gastroenterology and Multivisceral Transplant Unit, Department of Surgery, Oncology and Gastroenterology, Padua University Hospital, University of Padua, Padua, Italy
| | - Francesco Paolo Russo
- Gastroenterology and Multivisceral Transplant Unit, Department of Surgery, Oncology and Gastroenterology, Padua University Hospital, University of Padua, Padua, Italy
| | - Patrizia Burra
- Gastroenterology and Multivisceral Transplant Unit, Department of Surgery, Oncology and Gastroenterology, Padua University Hospital, University of Padua, Padua, Italy
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Verma N, Choudhury A, Singh V, Duseja A, Al-Mahtab M, Devarbhavi H, Eapen CE, Goel A, Ning Q, Duan Z, Hamid S, Jafri W, Butt AS, Shukla A, Tan SS, Kim DJ, Hu J, Sood A, Goel O, Midha V, Ghaznian H, Sahu MK, Lee GH, Treeprasertsuk S, Shah S, Lesmana LA, Lesmana RC, Prasad VGM, Sarin SK. APASL-ACLF Research Consortium-Artificial Intelligence (AARC-AI) model precisely predicts outcomes in acute-on-chronic liver failure patients. Liver Int 2023; 43:442-451. [PMID: 35797245 DOI: 10.1111/liv.15361] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/11/2022] [Revised: 06/13/2022] [Accepted: 07/05/2022] [Indexed: 01/25/2023]
Abstract
BACKGROUND AND AIMS We hypothesized that artificial intelligence (AI) models are more precise than standard models for predicting outcomes in acute-on-chronic liver failure (ACLF). METHODS We recruited ACLF patients between 2009 and 2020 from APASL-ACLF Research Consortium (AARC). Their clinical data, investigations and organ involvement were serially noted for 90-days and utilized for AI modelling. Data were split randomly into train and validation sets. Multiple AI models, MELD and AARC-Model, were created/optimized on train set. Outcome prediction abilities were evaluated on validation sets through area under the curve (AUC), accuracy, sensitivity, specificity and class precision. RESULTS Among 2481 ACLF patients, 1501 in train set and 980 in validation set, the extreme gradient boost-cross-validated model (XGB-CV) demonstrated the highest AUC in train (0.999), validation (0.907) and overall sets (0.976) for predicting 30-day outcomes. The AUC and accuracy of the XGB-CV model (%Δ) were 7.0% and 6.9% higher than the standard day-7 AARC model (p < .001) and 12.8% and 10.6% higher than the day 7 MELD for 30-day predictions in validation set (p < .001). The XGB model had the highest AUC for 7- and 90-day predictions as well (p < .001). Day-7 creatinine, international normalized ratio (INR), circulatory failure, leucocyte count and day-4 sepsis were top features determining the 30-day outcomes. A simple decision tree incorporating creatinine, INR and circulatory failure was able to classify patients into high (~90%), intermediate (~60%) and low risk (~20%) of mortality. A web-based AARC-AI model was developed and validated twice with optimal performance for 30-day predictions. CONCLUSIONS The performance of the AARC-AI model exceeds the standard models for outcome predictions in ACLF. An AI-based decision tree can reliably undertake severity-based stratification of patients for timely interventions.
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Affiliation(s)
- Nipun Verma
- Department of Hepatology, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Ashok Choudhury
- Department of Hepatology, Institute of Liver and Biliary Sciences, New Delhi, India
| | - Virendra Singh
- Department of Hepatology, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Ajay Duseja
- Department of Hepatology, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Manum Al-Mahtab
- Department of Hepatology, Bangabandhu Sheikh Mujib Medical University, Dhaka, Bangladesh
| | | | | | - Ashish Goel
- Department of Hepatology, CMC, Vellore, India
| | - Qin Ning
- Institute and Department of Infectious Disease, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Zhongping Duan
- Translational Hepatology Institute Capital Medical University, Beijing You'an Hospital, Beijing, China
| | - Saeed Hamid
- Department of Medicine, Aga Khan University Hospital, Karachi, Pakistan
| | - Wasim Jafri
- Department of Medicine, Aga Khan University Hospital, Karachi, Pakistan
| | - Amna Shubhan Butt
- Department of Medicine, Aga Khan University Hospital, Karachi, Pakistan
| | - Akash Shukla
- Department of Gastroenterology, Lokmanya Tilak Municipal General Hospital, and Lokmanya Tilak Municipal Medical College, Mumbai, India
| | - Soek-Siam Tan
- Department of Medicine, Hospital Selayang, Selangor, Malaysia
| | - Dong Joon Kim
- Department of Internal Medicine, Hallym University College of Medicine, Seoul, South Korea
| | - Jinhua Hu
- Department of Medicine, 302 Military Hospital, Beijing, China
| | - Ajit Sood
- Department of Gastroenterology, DMC, Ludhiana, India
| | - Omesh Goel
- Department of Gastroenterology, DMC, Ludhiana, India
| | - Vandana Midha
- Department of Gastroenterology, DMC, Ludhiana, India
| | - Hashmik Ghaznian
- Department of Hepatology, Nork Clinical Hospital of Infectious Disease, Yerevan, Armenia
| | - Manoj Kumar Sahu
- Department of Gastroenterology and Hepatology Sciences, IMS & SUM Hospital, Bhubaneswar, India
| | - Guan Huei Lee
- Division of Gastroenterology and Hepatology, Department of Medicine, National University Health System, Singapore, Singapore
| | | | | | | | - Rinaldi C Lesmana
- Digestive Disease and GI Oncology Centre, Medistra Hospital, Jakarta, Indonesia
| | | | - Shiv K Sarin
- Department of Hepatology, Institute of Liver and Biliary Sciences, New Delhi, India
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- Department of Hepatology, Institute of Liver and Biliary Sciences, New Delhi, India
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Characteristics and predictors of short-term mortality in decompensated cirrhotic patients with acute-on-chronic liver failure. Clin Exp Hepatol 2022; 8:300-308. [PMID: 36683875 PMCID: PMC9850305 DOI: 10.5114/ceh.2022.122332] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/22/2022] [Accepted: 09/28/2022] [Indexed: 12/31/2022] Open
Abstract
Aim of the study We aimed to investigate the characteristics of acute-on-chronic liver failure (ACLF) and factors associated with 28-day mortality in patients with ACLF. Material and methods This prospective study included ACLF patients based on the European Association for the Study of the Liver-Chronic Liver Failure (EASL-CLIF) Consortium criteria, admitted between March 2021 and February 2022. We examined variables associated with 28-day mortality using multivariate Cox regression analysis. Results Of 326 patients admitted with acute decompensation (AD) of cirrhosis, 109 (33.44%) patients were diagnosed with ACLF (mean age 63.61 ±11.15 years, 65.14% males). Of these, 26.61%, 35.78%, and 37.61% of patients were in ACLF grades 1, 2, and 3 respectively. HCV (80.73%) was the main aetiology of cirrhosis. Upper gastrointestinal bleeding (25.69%) was the most common trigger. Kidney failure (73.39%) was the most common organ failure. The 28-day mortality rate was 66.97%. Cox regression analysis revealed that the existence of 2 (HR = 6.99, 95% CI: 2.68-18.25, p < 0.0001) or ≥ 3 (HR = 9.34, 95% CI: 3.6-24.74, p < 0.0001) organ failures, hepatic encephalopathy (HR = 2.96, 95% CI: 1.27-6.94, p = 0.01), and elevated serum bilirubin (HR = 1.03, 95% CI: 1.00-1.06, p = 0.04) were independent predictors for 28-day mortality, while shifting blood pH to the normal range was associated with a decrease in the HR of ACLF mortality (HR = 0.03, 95% CI: 0.002-0.44, p = 0.01). Conclusions ACLF has a very high 28-day mortality, which is associated with the existence of 2 or more organ failures, hepatic encephalopathy, elevated serum bilirubin, and low blood pH.
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The Mechanisms of Systemic Inflammatory and Immunosuppressive Acute-on-Chronic Liver Failure and Application Prospect of Single-Cell Sequencing. J Immunol Res 2022; 2022:5091275. [PMID: 36387424 PMCID: PMC9646330 DOI: 10.1155/2022/5091275] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2022] [Revised: 09/14/2022] [Accepted: 10/11/2022] [Indexed: 01/24/2023] Open
Abstract
Acute-on-chronic liver failure (ACLF) is a complex clinical syndrome, and patients often have high short-term mortality. It occurs with intense systemic inflammation, often accompanied by a proinflammatory event (such as infection or alcoholic hepatitis), and is closely related to single or multiple organ failure. Liver inflammation begins when innate immune cells (such as Kupffer cells (KCs)) are activated by binding of pathogen-associated molecular patterns (PAMPs) from pathogenic microorganisms or damage-associated molecular patterns (DAMPs) of host origin to their pattern recognition receptors (PRRs). Activated KCs can secrete inflammatory factors as well as chemokines and recruit bone marrow-derived cells such as neutrophils and monocytes to the liver to enhance the inflammatory process. Bacterial translocation may contribute to ACLF when there are no obvious precipitating events. Immunometabolism plays an important role in the process (including mitochondrial dysfunction, amino acid metabolism, and lipid metabolism). The late stage of ACLF is mainly characterized by immunosuppression. In this process, the dysfunction of monocyte and macrophage is reflected in the downregulation of HLA-DR and upregulation of MER tyrosine kinase (MERTK), which weakens the antigen presentation function and reduces the secretion of inflammatory cytokines. We also describe the specific function of bacterial translocation and the gut-liver axis in the process of ACLF. Finally, we also describe the transcriptomics in HBV-ACLF and the recent progress of single-cell RNA sequencing as well as its potential application in the study of ACLF in the future, in order to gain a deeper understanding of ACLF in terms of single-cell gene expression.
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Qian YB, Chen F, Hang HL, Shen C, Han LZ, Deng YX, Xia L, Zhang JJ, Xia Q. Risk factors and outcomes of early infection in liver transplant recipients with acute-on-chronic liver failure. J Dig Dis 2022; 23:642-650. [PMID: 36617995 DOI: 10.1111/1751-2980.13151] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/19/2022] [Revised: 12/29/2022] [Accepted: 01/05/2023] [Indexed: 01/10/2023]
Abstract
OBJECTIVES Patients with acute-on-chronic liver failure (ACLF) have a high risk of infection after liver transplantation (LT). In this study, we aimed to evaluate the prevalence of early post-LT infection (within one month after LT) in recipients with ACLF, and to compare the survival rate between patients with or without post-LT infection. METHODS Patients with ACLF who underwent LT between January 2015 and December 2017 were retrospectively included. Characteristics of the patients, prevalence, site and pathogen of post-LT infection, and its risk factors were evaluated. RESULTS A total of 62 patients with ACLF developed bacterial or fungal infection after LT. The 30-day, 90-day, and 1-year survival rates in the infected group were found to be significantly lower than those in the non-infected group (67.7% vs 98.5%, 64.5% vs 97.7%, and 48.4% vs 95.4%; all P < 0.001). The most common pathogens involved were carbapenem-resistant gram-negative organisms, including Acinetobacter baumannii, Klebsiella pneumoniae, Pseudomonas aeruginosa, and Acinetobacter lwoffi. Multivariate analysis demonstrated that reoperation and length of intensive care unit stay were independently associated with post-LT infection. In addition, living donor LT and early allograft dysfunction were independently associated with 30-day all-cause mortality, whereas red blood cell transfusion and post-LT infection were independently associated with all-cause 30-day and 90-day mortality after LT. CONCLUSIONS Early infection after LT is a major prognostic factor in patients with ACLF. Constant vigilance for the risk factors of early infection after LT is needed for timely diagnosis and prompt intervention.
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Affiliation(s)
- Yong Bing Qian
- Department of Liver Surgery, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Fang Chen
- Department of Pharmacy, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Hua Lian Hang
- Department of Liver Surgery, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Chuan Shen
- Department of Liver Surgery, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Long Zhi Han
- Department of Liver Surgery, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Yu Xiao Deng
- Department of Critical Care Medicine, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Lei Xia
- Department of Liver Surgery, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Jian Jun Zhang
- Department of Liver Surgery, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Qiang Xia
- Department of Liver Surgery, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
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Choi JW, Kwak JY, Lee SS, Kim HG, Son HJ, Jeon H, Kim HJ, Cha RR, Lee JM, Kim HJ. Clinical Features of Hepatitis C Virus-related Acute-on-chronic Liver Failure in a Korean Population. THE KOREAN JOURNAL OF GASTROENTEROLOGY 2022; 80:169-176. [DOI: 10.4166/kjg.2022.050] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/28/2022] [Revised: 05/30/2022] [Accepted: 06/01/2022] [Indexed: 11/06/2022]
Affiliation(s)
- Jung Woo Choi
- Department of Internal Medicine, Gyeongsang National University Hospital, Gyeongsang National University School of Medicine, Jinju, Korea
| | - Ji Yoon Kwak
- Department of Internal Medicine, Gyeongsang National University Changwon Hospital, Gyeongsang National University School of Medicine, Changwon, Korea
| | - Sang Soo Lee
- Department of Internal Medicine, Gyeongsang National University Hospital, Gyeongsang National University School of Medicine, Jinju, Korea
- Department of Internal Medicine, Gyeongsang National University Changwon Hospital, Gyeongsang National University School of Medicine, Changwon, Korea
- Institute of Health Sciences, Gyeongsang National University, Jinju, Korea
| | - Hyun-gyu Kim
- Department of Internal Medicine, Gyeongsang National University Hospital, Gyeongsang National University School of Medicine, Jinju, Korea
| | - Ho Jin Son
- Department of Internal Medicine, Gyeongsang National University Hospital, Gyeongsang National University School of Medicine, Jinju, Korea
| | - Hankyu Jeon
- Department of Internal Medicine, Gyeongsang National University Hospital, Gyeongsang National University School of Medicine, Jinju, Korea
| | - Hee Jin Kim
- Department of Internal Medicine, Gyeongsang National University Hospital, Gyeongsang National University School of Medicine, Jinju, Korea
- Department of Internal Medicine, Gyeongsang National University Changwon Hospital, Gyeongsang National University School of Medicine, Changwon, Korea
| | - Ra Ri Cha
- Department of Internal Medicine, Gyeongsang National University Hospital, Gyeongsang National University School of Medicine, Jinju, Korea
- Department of Internal Medicine, Gyeongsang National University Changwon Hospital, Gyeongsang National University School of Medicine, Changwon, Korea
- Institute of Health Sciences, Gyeongsang National University, Jinju, Korea
| | - Jae Min Lee
- Department of Internal Medicine, Gyeongsang National University Hospital, Gyeongsang National University School of Medicine, Jinju, Korea
- Department of Internal Medicine, Gyeongsang National University Changwon Hospital, Gyeongsang National University School of Medicine, Changwon, Korea
- Institute of Health Sciences, Gyeongsang National University, Jinju, Korea
| | - Hyun Jin Kim
- Department of Internal Medicine, Gyeongsang National University Hospital, Gyeongsang National University School of Medicine, Jinju, Korea
- Department of Internal Medicine, Gyeongsang National University Changwon Hospital, Gyeongsang National University School of Medicine, Changwon, Korea
- Institute of Health Sciences, Gyeongsang National University, Jinju, Korea
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Ramakrishnan S, Hans R, Duseja A, Sharma RR. Therapeutic plasma exchange is a safe and effective bridge therapy in patients with alcohol-associated ACLF not having immediate prospects for liver transplantation-A case-control, pilot study. J Clin Apher 2022; 37:553-562. [PMID: 36065827 DOI: 10.1002/jca.22010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2021] [Revised: 01/08/2022] [Accepted: 08/19/2022] [Indexed: 11/11/2022]
Abstract
BACKGROUND Therapeutic plasma exchange (TPE) is a well-established treatment modality in acute liver failure patients, but its efficacy in treating acute on chronic liver failure (ACLF) patients is yet to be established. AIM To assess the efficacy and safety of TPE in patients with alcohol-associated ACLF who were nonresponders to standard medical treatment (SMT) and without immediate prospects for liver transplantation. METHODS Twenty-eight alcohol-related ACLF (grade II) patients (14 cases and 14 controls) were enrolled in the study. Cases underwent standard volume TPE along with SMT while the controls were on SMT alone. The change (baseline to day 10) in laboratory parameters, cytokine concentrations, clinical severity scores along with 30 and 90 day mortality rates were noted and compared between the two groups. The adverse events (AEs) were noted in the groups and analyzed. RESULTS A total of 51 TPE procedures were performed in 14 patients (average of 3.62 procedures/patient). TPE was effective in reduction of serum bilirubin, ammonia, activated partial thromboplastin time, prothrombin time, international normalized ratio, and severity scores (ACLF Research Consortium, Maddrey's discriminant function, and model for end-stage liver disease) (P < .05). There was no significant difference in the reduction of serum interleukin-6 (IL-6), IL-10, and tumor necrosis factor-α concentrations among cases. Among the cases who received the complete TPE interventions, 30- and 90-day mortality rates were lower in the cases as compared to controls albeit only the 90-day mortality was significantly different. Procedure-related AEs was observed in 2% of procedures. CONCLUSION TPE is an effective and well-tolerated bridge therapy in patients with alcohol-associated ACLF of moderate severity not improving on SMT and without immediate prospects for liver transplantation.
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Affiliation(s)
- Sharanya Ramakrishnan
- Department of Transfusion Medicine, Post Graduate Institute of Medical Education and Research (PGIMER), Chandigarh, India
| | - Rekha Hans
- Department of Transfusion Medicine, Post Graduate Institute of Medical Education and Research (PGIMER), Chandigarh, India
| | - Ajay Duseja
- Department of Hepatology, Post Graduate Institute of Medical Education and Research (PGIMER), Chandigarh, India
| | - Ratti Ram Sharma
- Department of Transfusion Medicine, Post Graduate Institute of Medical Education and Research (PGIMER), Chandigarh, India
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Goldberg D, Mantero A, Kaplan D, Delgado C, John B, Nuchovich N, Emanuel E, Reese PP. Accurate long-term prediction of death for patients with cirrhosis. Hepatology 2022; 76:700-711. [PMID: 35278226 PMCID: PMC9378359 DOI: 10.1002/hep.32457] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/01/2021] [Revised: 03/03/2022] [Accepted: 03/08/2022] [Indexed: 12/12/2022]
Abstract
BACKGROUND AND AIMS Cirrhosis is a major cause of death and is associated with extensive health care use. Patients with cirrhosis have complex treatment choices due to risks of morbidity and mortality. To optimally counsel and treat patients with cirrhosis requires tools to predict their longer-term liver-related survival. We sought to develop and validate a risk score to predict longer-term survival of patients with cirrhosis. APPROACH AND RESULTS We conducted a retrospective cohort study of adults with cirrhosis with no major life-limiting comorbidities. Adults with cirrhosis within the Veterans Health Administration were used for model training and internal validation, and external validation used the OneFlorida Clinical Research Consortium. We used four model-building approaches including variables predictive of cirrhosis-related mortality, focused on discrimination at key time points (1, 3, 5, and 10 years). Among 30,263 patients with cirrhosis ≤75 years old without major life-limiting comorbidities and complete laboratory data during the baseline period, the boosted survival tree models had the highest discrimination, with 1-year, 3-year, 5-year, and 10-year survival rates of 0.77, 0.81, 0.84, and 0.88, respectively. The 1-year, 3-year, and 5-year discrimination was nearly identical in external validation. Secondary analyses with imputation of missing data and subgroups by etiology of liver disease had similar results to the primary model. CONCLUSIONS We developed and validated (internally and externally) a risk score to predict longer-term survival of patients with cirrhosis. This score would transform management of patients with cirrhosis in terms of referral to specialty care and treatment decision-making for non-liver-related care.
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Affiliation(s)
- David Goldberg
- Division of Digestive Health and Liver Diseases, Department of Medicine, University of Miami Miller School of Medicine, Miami, FL
- Department of Public Health Sciences, University of Miami Miller School of Medicine, Miami, FL
| | - Alejandro Mantero
- Department of Public Health Sciences, University of Miami Miller School of Medicine, Miami, FL
| | - David Kaplan
- Division of Gastroenterology, Department of Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA
- Corporal Michael J. Crescenz VA Medical Center, Philadelphia, PA
| | - Cindy Delgado
- Division of Digestive Health and Liver Diseases, Department of Medicine, University of Miami Miller School of Medicine, Miami, FL
| | - Binu John
- Division of Digestive Health and Liver Diseases, Department of Medicine, University of Miami Miller School of Medicine, Miami, FL
- Bruce Carter VA Medica Center, Miami, FL
| | - Nadine Nuchovich
- Division of Digestive Health and Liver Diseases, Department of Medicine, University of Miami Miller School of Medicine, Miami, FL
| | - Ezekiel Emanuel
- Department of Medical Ethics and Health Policy, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA
| | - Peter P. Reese
- Renal-Electrolye and Hypertension Division, Department of Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA
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Chapin SE, Goldberg DS, Kaplan DE, Mahmud N. External Validation of the FIPS Score for Post-TIPS Mortality in a National Veterans Affairs Cohort. Dig Dis Sci 2022; 67:4581-4589. [PMID: 34797445 PMCID: PMC9117561 DOI: 10.1007/s10620-021-07307-5] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/03/2021] [Accepted: 10/25/2021] [Indexed: 02/07/2023]
Abstract
BACKGROUND The Freiburg index of post-TIPS survival (FIPS) score was recently demonstrated to improve prediction of post-TIPS mortality relative to existing standards. As this score was derived from a German cohort over an extended time period, it is unclear if performance will translate well to other settings. This study aimed to externally validate the FIPS score in a large Veterans Affairs (VA) cohort over two separate eras of TIPS-related care. METHODS This was a retrospective cohort study of patients with cirrhosis who underwent TIPS placement in the VA from 2008 to 2020. Cox regression models for post-TIPS survival were constructed using FIPS, MELD, MELD-Na, or CTP scores as predictors. Discrimination (Harrell's C) and calibration (joint tests of calibration curve slope and intercept) were evaluated for each score. A stratified analysis was performed for time periods between 2008-2013 and 2014-2020. RESULTS The cohort of 1,274 patients was 97.3% male with mean age 60.9 years and mean MELD-Na 14. The FIPS score demonstrated the highest overall discrimination versus MELD, MELD-Na, and CTP (0.634 vs. 0.585, 0.626, 0.612, respectively). However, in the modern treatment era (2014-2020), the FIPS score performed similarly to MELD-Na. Additionally, the FIPS score demonstrated poor calibration at one-month and six-month post-TIPS timepoints (joint p = 0.04 and 0.004, respectively). MELD, MELD-Na, and CTP were well-calibrated at each timepoint (each joint p > 0.05). CONCLUSION The FIPS score performed similarly to MELD-Na in the modern TIPS treatment era and demonstrated regions of poor calibration. Future models derived with contemporary data may improve prediction of post-TIPS mortality.
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Affiliation(s)
- Sara E Chapin
- Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - David S Goldberg
- Division of Digestive Health and Liver Diseases, Department of Medicine, University of Miami Miller School of Medicine, Miami, FL, USA
| | - David E Kaplan
- Division of Gastroenterology and Hepatology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Department of Medicine, Corporal Michael J. Crescenz VA Medical Center, Philadelphia, PA, USA
| | - Nadim Mahmud
- Division of Gastroenterology and Hepatology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.
- Department of Medicine, Corporal Michael J. Crescenz VA Medical Center, Philadelphia, PA, USA.
- Leonard David Institute of Health Economics, University of Pennsylvania, Philadelphia, PA, USA.
- Center for Clinical Epidemiology and Biostatistics, Department of Biostatistics, Epidemiology & Informatics, Perelman School of Medicine, University of Pennsylvania, 3400 Civic Center Boulevard, 4th Floor, South Pavilion, Philadelphia, PA, 19104, USA.
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Panchal SA, Kaplan DE, Goldberg DS, Mahmud N. Algorithms to Identify Alcoholic Hepatitis Hospitalizations in Patients with Cirrhosis. Dig Dis Sci 2022; 67:4395-4402. [PMID: 35022905 PMCID: PMC9276834 DOI: 10.1007/s10620-021-07321-7] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/30/2021] [Accepted: 11/08/2021] [Indexed: 12/09/2022]
Abstract
BACKGROUND Alcoholic hepatitis (AH) is a clinically diagnosed syndrome with high short-term mortality for which liver transplantation may be curative. A lack of validated algorithms to identify AH hospitalizations has hindered clinical epidemiology research. METHODS This was a retrospective cohort study of patients with cirrhosis using Veterans Health Administration (VHA) data from 2008 to 2015. We randomly sampled hospitalizations based upon abnormal liver tests and administrative codes for acute hepatitis or alcohol-associated liver disease (ALD). Hospitalizations were manually adjudicated for AH per society guidelines. A priori algorithms were evaluated to compute positive predicted value (PPV) and positive likelihood ratio (LR+), and were tested in an external University of Pennsylvania Health System (UPHS) cohort. RESULTS Of 368 hospitalizations, 142 (38.6%) were adjudicated as AH. AH patients were younger (55 vs. 58 years, p < 0.001), less likely to have prior cirrhosis decompensation (57% vs. 73.9%, p < 0.001), and had higher AST-to-ALT ratios (median 2.9 vs. 1.9 mg/dL, p < 0.001) and higher bilirubin levels (median 2.9 vs. 1.9 mg/dL, p < 0.001). Algorithms combining clinical laboratory criteria (AST > 85 U/L but < 450 U/L, AST-to-ALT ratio > 2, total bilirubin > 5 mg/dL) and administrative coding criteria yielded the highest PPV (96.4%, 95% CI 87.7-99.6) and the highest LR+ (43.0, 95% CI 10.6-173.5). Several algorithms demonstrated 100% PPV for definite AH in the UPHS external cohort. CONCLUSION We have identified algorithms for AH hospitalizations with excellent PPV and LR+. These high-specificity algorithms may be used in VHA datasets to identify patients with high likelihood of AH, but should not be used to study AH incidence.
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Affiliation(s)
- Sarjukumar A Panchal
- Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - David E Kaplan
- Division of Gastroenterology and Hepatology, Perelman School of Medicine, University of Pennsylvania, 3400 Civic Center Boulevard, 4th Floor, South Pavilion, Philadelphia, PA, 19104, USA
- Department of Medicine, Corporal Michael J. Crescenz VA Medical Center, Philadelphia, PA, USA
| | - David S Goldberg
- Division of Digestive Health and Liver Diseases, Department of Medicine, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Nadim Mahmud
- Division of Gastroenterology and Hepatology, Perelman School of Medicine, University of Pennsylvania, 3400 Civic Center Boulevard, 4th Floor, South Pavilion, Philadelphia, PA, 19104, USA.
- Department of Medicine, Corporal Michael J. Crescenz VA Medical Center, Philadelphia, PA, USA.
- Leonard David Institute of Health Economics, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA.
- Department of Biostatistics, Epidemiology, and Informatics, University of Pennsylvania, Philadelphia, PA, USA.
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Mahmud N, Goldberg DS, Kaplan DE, Serper M. Major Shifts in Outpatient Cirrhosis Care Delivery Attributable to the COVID-19 Pandemic: A National Cohort Study. Hepatol Commun 2022; 6:3186-3193. [PMID: 36321766 PMCID: PMC9592756 DOI: 10.1002/hep4.1638] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
Abstract
The coronavirus disease 2019 (COVID-19) pandemic has disrupted health care delivery in the United States, with increased reliance on telemedicine visits as opposed to in-person outpatient appointments. We used national data to evaluate shifts in modes of hepatology outpatient care for patients with cirrhosis during the pandemic. This was a retrospective cohort study among U.S. veterans with cirrhosis. We used linear regression to evaluate absolute and percentage changes from baseline in hepatology in-person visits and telemedicine visits from January 1, 2020, to August 11, 2020. The proportion of in-person and telemedicine visits were plotted geographically to demonstrate state-level shifts in care delivery over time. Patient-level characteristics in the pre-COVID and during-COVID periods were also compared. We identified 5,618 in-person and 6,210 telemedicine hepatology visits among patients with cirrhosis. In-person visits significantly declined (-16.0% per week; 95% confidence interval [CI] -20.7, -11.2; P < 0.001), while telemedicine visits significantly increased (61.3% per week; 95% CI 45.1, 77.5; P < 0.001) in the early during-COVID period. At the U.S. state level, we found that nearly all states experienced a significant shift toward telemedicine over the course of several weeks. Patients over the age of 70 years and Black patients were less likely to receive telemedicine visits in the pre-COVID period (each P < 0.05), although these differences were eliminated in the during-COVID periods. Conclusion: Among patients with cirrhosis, hepatology outpatient care delivery has shifted heavily toward telemedicine due to COVID-19. This occurred across the United States, and changes have been sustained through August 2020. Expanded telemedicine visits among older patients and Black patients may reflect dedicated efforts to increased access to care among these groups.
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Affiliation(s)
- Nadim Mahmud
- Division of Gastroenterology and HepatologyPerelman School of MedicineUniversity of PennsylvaniaPhiladelphiaPAUSA,Leonard Davis Institute of Health EconomicsUniversity of PennsylvaniaPhiladelphiaPAUSA
| | - David S. Goldberg
- Division of Digestive Health and Liver DiseasesUniversity of Miami Miller School of MedicineMiamiFLUSA
| | - David E. Kaplan
- Division of Gastroenterology and HepatologyPerelman School of MedicineUniversity of PennsylvaniaPhiladelphiaPAUSA,Department of MedicineCorporal Michael J. Crescenz VA Medical CenterPhiladelphiaPAUSA
| | - Marina Serper
- Division of Gastroenterology and HepatologyPerelman School of MedicineUniversity of PennsylvaniaPhiladelphiaPAUSA,Leonard Davis Institute of Health EconomicsUniversity of PennsylvaniaPhiladelphiaPAUSA,Department of MedicineCorporal Michael J. Crescenz VA Medical CenterPhiladelphiaPAUSA
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Jindal A, Sarin SK. Epidemiology of liver failure in Asia-Pacific region. Liver Int 2022; 42:2093-2109. [PMID: 35635298 DOI: 10.1111/liv.15328] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/05/2022] [Revised: 05/26/2022] [Accepted: 05/27/2022] [Indexed: 02/13/2023]
Abstract
The global burden of deaths caused by liver failure is substantial. The Asia-Pacific region is home to more than half of the global population and accounted for 62.6% of global deaths because of liver diseases in 2015. The aetiology of liver failure varies in different countries at different times. Viruses (Hepatitis A, B and E), drugs (herbs and anti-tuberculous drugs), toxins (alcohol use) and autoimmune flares are mainly responsible of majority of liver failure in individuals with normal liver (acute liver failure; ALF); else these may precipitate liver failure in those with chronic liver disease (acute-on-chronic liver failure; ACLF). Concomitant increases in alcohol misuse and metabolic syndrome in recent years are concerning. Ongoing efforts to address liver failure-related morbidity and mortality require accurate contemporary estimates of epidemiology and outcomes. In light of the ever-changing nature of liver disease epidemiology, accurate estimates for the burden of liver failure across the countries are vital for setting clinical, research and policy priorities. In this review, we aimed to describe the current as well as changing epidemiological trends of common liver failure syndromes, ALF and ACLF in the Asia-Pacific region.
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Affiliation(s)
- Ankur Jindal
- Department of Hepatology, Institute of Liver and Biliary Sciences, New Delhi, India
| | - Shiv K Sarin
- Department of Hepatology, Institute of Liver and Biliary Sciences, New Delhi, India
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Liver transplantation in patients with acute-on-chronic liver failure. Hepatol Int 2022; 16:993-1000. [PMID: 35906525 DOI: 10.1007/s12072-022-10378-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/18/2022] [Accepted: 06/15/2022] [Indexed: 11/04/2022]
Abstract
Acute-on-chronic liver failure (ACLF) is a dynamic syndrome associated with a very high short-term mortality. Hence, the ongoing assessment of treatment response, an expedited liver transplant evaluation and listing, and the determination of futility of treatment are critical for optimal outcomes. In this review, we appraise our current understanding of the timing and futility of liver transplantation, and the short- and long-term outcomes including the quality of life after deceased or live donor liver transplantation in those with ACLF.
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Risk factors for underlying comorbidities and complications in patients with hepatitis B virus-related acute-on-chronic liver failure. Epidemiol Infect 2022; 150:e147. [PMID: 35788251 PMCID: PMC9354478 DOI: 10.1017/s0950268822001169] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022] Open
Abstract
Hepatitis B virus-related acute-on-chronic liver failure (HBV-ACLF) is a severe and life-threatening complication, characterised by multi-organ failure and high short-term mortality. However, there is limited information on the impact of various comorbidities on HBV-ACLF in a large population. This study aimed to investigate the relationship between comorbidities, complications and mortality. In this retrospective observational study, we identified 2166 cases of HBV-ACLF hospitalised from January 2010 to March 2018. Demographic data from the patients, medical history, treatment, laboratory indices, comorbidities and complications were collected. The mortality rate in our study group was 47.37%. Type 2 diabetes mellitus was the most common comorbidity, followed by alcoholic liver disease. Spontaneous bacterial peritonitis, pneumonia and hepatic encephalopathy (HE) were common in these patients. Diabetes mellitus and hyperthyroidism are risk factors for death within 90 days, together with gastrointestinal bleeding and HE at admission, HE and hepatorenal syndrome during hospitalisation. Knowledge of risk factors can help identify HBV-ACLF patients with a poor prognosis for HBV-ACLF with comorbidities and complications.
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Chen GH, Wu RL, Huang F, Wang GB, Zheng MJ, Yu XJ, Wang W, Hou LJ, Ye ZH, Zhang XH, Zhao HC. Liver Transplantation in Acute-on-Chronic Liver Failure: Excellent Outcome and Difficult Posttransplant Course. Front Surg 2022; 9:914611. [PMID: 35860200 PMCID: PMC9289224 DOI: 10.3389/fsurg.2022.914611] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2022] [Accepted: 06/13/2022] [Indexed: 11/13/2022] Open
Abstract
Background Acute-on-chronic liver failure (ACLF) patients have high mortality in a short period of time. This study aimed to compare the prognosis of transplanted ACLF patients to that of nontransplanted ACLF patients and decompensated cirrhosis recipients. Methods Clinical data of 29 transplanted ACLF patients, 312 nontransplanted ACLF patients, and 60 transplanted decompensated cirrhosis patients were retrospectively collected. Propensity score matching (PSM) analysis was used to match patients between different groups. Results After PSM, the 90-day and 1-year survival of transplanted ACLF patients was significantly longer than that of nontransplant controls. Although the 90-day survival and 1-year survival of ACLF recipients was similar to that of decompensated cirrhosis controls, ACLF recipients were found to have longer mechanical ventilation, longer intensive care unit (ICU) stay, longer hospital stay, higher incidence of tracheotomy, higher expense, and higher morbidity of complication than matched decompensated cirrhosis controls. The 90-day and 1-year survival of transplanted ACLF grade 2–3 patients was also significantly longer than that of nontransplanted controls. Conclusions Liver transplantation can strongly improve the prognosis of ACLF patients. Despite having more burdens (including longer mechanical ventilation, longer ICU stay, higher incidence of tracheotomy, longer hospital stay, higher hospitalization expense, and higher complication morbidity), ACLF recipients can obtain similar short-term and long-term survival to decompensated cirrhosis recipients. For severe ACLF patients, liver transplantation can also significantly improve their short-term and long-term survival.
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Affiliation(s)
- Guang-Hou Chen
- Organ Transplantation Center, Department of General Surgery, The First Affiliated Hospital of Anhui Medical University, Hefei, China
| | - Ruo-Lin Wu
- Organ Transplantation Center, Department of General Surgery, The First Affiliated Hospital of Anhui Medical University, Hefei, China
| | - Fan Huang
- Organ Transplantation Center, Department of General Surgery, The First Affiliated Hospital of Anhui Medical University, Hefei, China
| | - Guo-Bin Wang
- Organ Transplantation Center, Department of General Surgery, The First Affiliated Hospital of Anhui Medical University, Hefei, China
| | - Mei-Juan Zheng
- Department of Clinical Laboratory, The First Affiliated Hospital of Anhui Medical University, Hefei, China
| | - Xiao-Jun Yu
- Organ Transplantation Center, Department of General Surgery, The First Affiliated Hospital of Anhui Medical University, Hefei, China
| | - Wei Wang
- Organ Transplantation Center, Department of General Surgery, The First Affiliated Hospital of Anhui Medical University, Hefei, China
| | - Liu-Jin Hou
- Organ Transplantation Center, Department of General Surgery, The First Affiliated Hospital of Anhui Medical University, Hefei, China
| | - Zheng-Hui Ye
- Organ Transplantation Center, Department of General Surgery, The First Affiliated Hospital of Anhui Medical University, Hefei, China
| | - Xing-Hua Zhang
- Organ Transplantation Center, Department of General Surgery, The First Affiliated Hospital of Anhui Medical University, Hefei, China
| | - Hong-Chuan Zhao
- Organ Transplantation Center, Department of General Surgery, The First Affiliated Hospital of Anhui Medical University, Hefei, China
- Correspondence: Hong-Chuan Zhao
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Serper M, Volk ML. Updates in Telemedicine for Gastroenterology Practices in the United States. Clin Gastroenterol Hepatol 2022; 20:1432-1435. [PMID: 35364315 PMCID: PMC9232930 DOI: 10.1016/j.cgh.2022.03.024] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Affiliation(s)
- Marina Serper
- Division of Gastroenterology, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania; Department of Medicine, Corporal Michael J Crescenz VA Medical Center, Philadelphia, Pennsylvania; Leonard Davis Institute of Health Economics, Philadelphia, Pennsylvania.
| | - Michael L Volk
- Division of Gastroenterology and Transplantation Institute, Loma Linda University, Loma Linda, California
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