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Ramírez-Quesada W, Alvarado-Tapias E, Shalaby S, Hernández-Gea V. Recompensation in Cirrhosis: Biomarkers and Strategies. Semin Liver Dis 2025; 45:129-143. [PMID: 40179966 DOI: 10.1055/a-2542-9930] [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] [Indexed: 04/05/2025]
Abstract
The onset of decompensation in advanced chronic liver disease (ACLD) is a hallmark in natural history, with a poor prognosis and a significantly increased liver-related mortality. Etiological treatments for viral hepatitis or abstinence in cirrhosis due to alcohol abuse have demonstrated that some patients experience partial to complete clinical and analytical improvement, a stage termed "recompensation." Although recompensation is primarily defined clinically based on treatable etiologies, it is still evolving for conditions like metabolic dysfunction-associated steatotic liver disease (MASLD). Despite the need for specific biomarkers in hepatic recompensation, no biomarkers have been thoroughly studied in this context. Biomarkers identified in compensated ACLD (cACLD) following etiological treatment might be explored for recompensation. Although the pathophysiology mechanisms underlying the hepatic recompensation remain unclear, understanding the mechanism involved in cirrhosis decompensation could help identify potential targets for recompensation. This review provides an update on the hepatic recompensation concept, examines the existing data on invasive and non-invasive biomarkers, mainly in cACLD after cure, that could be raised in recompensation, and explores future therapeutic targets for the hepatic recompensation process.
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Affiliation(s)
- Wagner Ramírez-Quesada
- Barcelona Hepatic Hemodynamic Laboratory, Liver Unit, Hospital Clínic, Institut de Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain
- Departament de Medicina i Ciències de la Salut, Fundació de Recerca Clínic Barcelona (FRCB-IDIBAPS), Health Care Provider of the European Reference Network on Rare Liver Disorders (ERN-RareLiver), Universitat de Barcelona, Barcelona, Spain
| | - Edilmar Alvarado-Tapias
- Centre for Biomedical Research in Liver and Digestive Diseases Network (CIBERehd), Instituto de Salud Carlos III, Madrid, Spain
- Gastroenterology and Hepatology Department, Hospital Santa Creu i Sant Pau, Autonomus University of Barcelona, Barcelona, Spain
| | - Sarah Shalaby
- Barcelona Hepatic Hemodynamic Laboratory, Liver Unit, Hospital Clínic, Institut de Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain
- Departament de Medicina i Ciències de la Salut, Fundació de Recerca Clínic Barcelona (FRCB-IDIBAPS), Health Care Provider of the European Reference Network on Rare Liver Disorders (ERN-RareLiver), Universitat de Barcelona, Barcelona, Spain
| | - Virginia Hernández-Gea
- Barcelona Hepatic Hemodynamic Laboratory, Liver Unit, Hospital Clínic, Institut de Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain
- Departament de Medicina i Ciències de la Salut, Fundació de Recerca Clínic Barcelona (FRCB-IDIBAPS), Health Care Provider of the European Reference Network on Rare Liver Disorders (ERN-RareLiver), Universitat de Barcelona, Barcelona, Spain
- Centre for Biomedical Research in Liver and Digestive Diseases Network (CIBERehd), Instituto de Salud Carlos III, Madrid, Spain
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2
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Olivas P, Soler-Perromat A, Tellez L, Carrión JA, Alvarado-Tapias E, Ferrusquía-Acosta J, Lens S, Guerrero A, Falgà Á, Vizcarra P, Orts L, Perez-Campuzano V, Shalaby S, Torres S, Baiges A, Turon F, García-Pagán JC, García-Criado Á, Hernández-Gea V. Persistent varices in cured patients: Understanding the role of hepatic venous pressure gradient. JHEP Rep 2024; 6:101170. [PMID: 39430576 PMCID: PMC11489337 DOI: 10.1016/j.jhepr.2024.101170] [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: 03/26/2024] [Revised: 07/04/2024] [Accepted: 07/15/2024] [Indexed: 10/22/2024] Open
Abstract
Background & Aims Etiologic factor removal (ER) drives recompensation and improves portal hypertension in cirrhosis. Esophageal varices (EV) and portosystemic shunts (PSS) have been found in patients despite hepatic venous pressure gradient (HVPG) dropping below 10 mmHg after ER, questioning HVPG accuracy in reflecting true portal pressure in the setting of ER. We aim to evaluate the correlation of HVPG with direct portal pressure (DPP) in patients with persistence of EV after ER despite HVPG <10 mmHg. Methods This is a bicentric 'proof of concept' study evaluating HVPG and ultrasound-guided percutaneous DPP in patients with HCV or alcohol-related cirrhosis with persistent varices and HVPG <10 mmHg after at least 5 years of ER. Results Seven patients with HCV and three with alcohol-related cirrhosis with persistent varices and HVPG <10 mmHg after at least 5 years of ER were included. At evaluation, all patients had a patent portal vein and were compensated. The median platelet count was 129.5 (IQR 95-145) × 109/ml, and the median liver stiffness measurement was 16.15 (IQR 14.4-22.3) kPa. In five patients, EV remained the same size (two large and three small), and five downsized to small after ER. Wedge hepatic vein pressure (median 19 [IQR 16.5-20] mmHg) and portal pressure (median 18 [IQR 15-19.5] mmHg) had an excellent correlation (R = 0.93, p <0.0001). Portal pressure gradient (PPG) confirmed the absence of clinically significant portal hypertension as identified by HVPG across all the patients. Conclusions HVPG accurately reflects PPG in the context of HCV and alcohol-related cirrhosis regression. After ER, EV may persist despite HVPG <10 mmHg. The benefit of prophylaxis in patients with EV and HVPG <10 mmHg is unknown. Future studies with clinical endpoints are needed to validate our findings. Impact and implications Despite a favorable evolution after the removal of the etiologic factor, varices persist in some patients, and there is a lack of concise guidelines for the evaluation and management of portal hypertension in this population. Our research underscores the persistence of varices in the absence of clinically significant portal hypertension and significantly demonstrates the accuracy of hepatic venous pressure gradient (HVPG) in reflecting portal vein pressure in this specific patient group. These findings emphasize the crucial role of HVPG in the assessment of portal hypertension after etiologic factor removal and lay the groundwork for further investigation into clinical outcomes and the necessity of non-selective beta-blockers in individuals with persistent varices after the removal of etiologic factor.
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Affiliation(s)
- Pol Olivas
- Barcelona Hepatic Hemodynamic Laboratory, Liver Unit, Hospital Clínic, Fundacióde Recerca Clínic Barcelona - Institut de Investigacions Biomèdiques August Pi i Sunyer (FRCB-IDIBAPS), Barcelona, Catalonia, Spain
- Centro de Investigación Biomédica Red de Enfermedades Hepáticas y Digestivas (CIBEREHD), Madrid, Spain
- Health Care Provider of the European Reference Network on Rare Liver Disorders (ERN-RareLiver)
- Depertament de Medicina i Ciències de la Salut, Universitat de Barcelona, Barcelona, Spain
| | - Alexandre Soler-Perromat
- Radiology Department, CDI, Hospital Clínic de Barcelona, Universitat de Barcelona, Barcelona, Spain
| | - Luis Tellez
- Centro de Investigación Biomédica Red de Enfermedades Hepáticas y Digestivas (CIBEREHD), Madrid, Spain
- Servicio de Gastroenterología y Hepatología, Hospital Universitario Ramón y Cajal, Instituto Ramón y Cajal de Investigación Sanitaria (IRYCIS), Universidad de Alcalá, Madrid, Spain
| | - José Antonio Carrión
- Liver Section, Gastroenterology Department, Hospital del Mar, Institut Hospital del mar D’Investigacions Mèdiques, PSMAR, Universitat Pompeu Fabra, Facultat de ciències de la Salut i de la Vida, Barcelona, Spain
| | - Edilmar Alvarado-Tapias
- Centro de Investigación Biomédica Red de Enfermedades Hepáticas y Digestivas (CIBEREHD), Madrid, Spain
- Gastroenterology Department, Hospital de la Santa Creu I Sant Pau, Institut d’Investigacions Biomèdiques Sant Pau, Barcelona, Spain
| | - José Ferrusquía-Acosta
- Centro de Investigación Biomédica Red de Enfermedades Hepáticas y Digestivas (CIBEREHD), Madrid, Spain
- Unitat Hepatologia, Servei Aparell Digestiu, Hospital Universitari Parc Taulí, Institut d’Investigació i Innovació Parc Taulí (I3PT), Sabadell, Spain
| | - Sabela Lens
- Barcelona Hepatic Hemodynamic Laboratory, Liver Unit, Hospital Clínic, Fundacióde Recerca Clínic Barcelona - Institut de Investigacions Biomèdiques August Pi i Sunyer (FRCB-IDIBAPS), Barcelona, Catalonia, Spain
- Centro de Investigación Biomédica Red de Enfermedades Hepáticas y Digestivas (CIBEREHD), Madrid, Spain
- Depertament de Medicina i Ciències de la Salut, Universitat de Barcelona, Barcelona, Spain
| | - Antonio Guerrero
- Centro de Investigación Biomédica Red de Enfermedades Hepáticas y Digestivas (CIBEREHD), Madrid, Spain
- Servicio de Gastroenterología y Hepatología, Hospital Universitario Ramón y Cajal, Instituto Ramón y Cajal de Investigación Sanitaria (IRYCIS), Universidad de Alcalá, Madrid, Spain
| | - Ángeles Falgà
- Barcelona Hepatic Hemodynamic Laboratory, Liver Unit, Hospital Clínic, Fundacióde Recerca Clínic Barcelona - Institut de Investigacions Biomèdiques August Pi i Sunyer (FRCB-IDIBAPS), Barcelona, Catalonia, Spain
- Health Care Provider of the European Reference Network on Rare Liver Disorders (ERN-RareLiver)
| | - Pamela Vizcarra
- Barcelona Hepatic Hemodynamic Laboratory, Liver Unit, Hospital Clínic, Fundacióde Recerca Clínic Barcelona - Institut de Investigacions Biomèdiques August Pi i Sunyer (FRCB-IDIBAPS), Barcelona, Catalonia, Spain
- Health Care Provider of the European Reference Network on Rare Liver Disorders (ERN-RareLiver)
| | - Lara Orts
- Barcelona Hepatic Hemodynamic Laboratory, Liver Unit, Hospital Clínic, Fundacióde Recerca Clínic Barcelona - Institut de Investigacions Biomèdiques August Pi i Sunyer (FRCB-IDIBAPS), Barcelona, Catalonia, Spain
- Centro de Investigación Biomédica Red de Enfermedades Hepáticas y Digestivas (CIBEREHD), Madrid, Spain
- Health Care Provider of the European Reference Network on Rare Liver Disorders (ERN-RareLiver)
| | - Valeria Perez-Campuzano
- Barcelona Hepatic Hemodynamic Laboratory, Liver Unit, Hospital Clínic, Fundacióde Recerca Clínic Barcelona - Institut de Investigacions Biomèdiques August Pi i Sunyer (FRCB-IDIBAPS), Barcelona, Catalonia, Spain
- Centro de Investigación Biomédica Red de Enfermedades Hepáticas y Digestivas (CIBEREHD), Madrid, Spain
- Health Care Provider of the European Reference Network on Rare Liver Disorders (ERN-RareLiver)
| | - Sarah Shalaby
- Barcelona Hepatic Hemodynamic Laboratory, Liver Unit, Hospital Clínic, Fundacióde Recerca Clínic Barcelona - Institut de Investigacions Biomèdiques August Pi i Sunyer (FRCB-IDIBAPS), Barcelona, Catalonia, Spain
- Centro de Investigación Biomédica Red de Enfermedades Hepáticas y Digestivas (CIBEREHD), Madrid, Spain
- Health Care Provider of the European Reference Network on Rare Liver Disorders (ERN-RareLiver)
| | - Sonia Torres
- Barcelona Hepatic Hemodynamic Laboratory, Liver Unit, Hospital Clínic, Fundacióde Recerca Clínic Barcelona - Institut de Investigacions Biomèdiques August Pi i Sunyer (FRCB-IDIBAPS), Barcelona, Catalonia, Spain
| | - Anna Baiges
- Barcelona Hepatic Hemodynamic Laboratory, Liver Unit, Hospital Clínic, Fundacióde Recerca Clínic Barcelona - Institut de Investigacions Biomèdiques August Pi i Sunyer (FRCB-IDIBAPS), Barcelona, Catalonia, Spain
- Centro de Investigación Biomédica Red de Enfermedades Hepáticas y Digestivas (CIBEREHD), Madrid, Spain
| | - Fanny Turon
- Barcelona Hepatic Hemodynamic Laboratory, Liver Unit, Hospital Clínic, Fundacióde Recerca Clínic Barcelona - Institut de Investigacions Biomèdiques August Pi i Sunyer (FRCB-IDIBAPS), Barcelona, Catalonia, Spain
- Centro de Investigación Biomédica Red de Enfermedades Hepáticas y Digestivas (CIBEREHD), Madrid, Spain
- Health Care Provider of the European Reference Network on Rare Liver Disorders (ERN-RareLiver)
| | - Juan Carlos García-Pagán
- Barcelona Hepatic Hemodynamic Laboratory, Liver Unit, Hospital Clínic, Fundacióde Recerca Clínic Barcelona - Institut de Investigacions Biomèdiques August Pi i Sunyer (FRCB-IDIBAPS), Barcelona, Catalonia, Spain
- Centro de Investigación Biomédica Red de Enfermedades Hepáticas y Digestivas (CIBEREHD), Madrid, Spain
- Health Care Provider of the European Reference Network on Rare Liver Disorders (ERN-RareLiver)
- Depertament de Medicina i Ciències de la Salut, Universitat de Barcelona, Barcelona, Spain
| | - Ángeles García-Criado
- Radiology Department, CDI, Hospital Clínic de Barcelona, Universitat de Barcelona, Barcelona, Spain
| | - Virginia Hernández-Gea
- Barcelona Hepatic Hemodynamic Laboratory, Liver Unit, Hospital Clínic, Fundacióde Recerca Clínic Barcelona - Institut de Investigacions Biomèdiques August Pi i Sunyer (FRCB-IDIBAPS), Barcelona, Catalonia, Spain
- Centro de Investigación Biomédica Red de Enfermedades Hepáticas y Digestivas (CIBEREHD), Madrid, Spain
- Health Care Provider of the European Reference Network on Rare Liver Disorders (ERN-RareLiver)
- Depertament de Medicina i Ciències de la Salut, Universitat de Barcelona, Barcelona, Spain
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Feng G, Valenti L, Wong VWS, Fouad YM, Yilmaz Y, Kim W, Sebastiani G, Younossi ZM, Hernandez-Gea V, Zheng MH. Recompensation in cirrhosis: unravelling the evolving natural history of nonalcoholic fatty liver disease. Nat Rev Gastroenterol Hepatol 2024; 21:46-56. [PMID: 37798441 DOI: 10.1038/s41575-023-00846-4] [Citation(s) in RCA: 87] [Impact Index Per Article: 87.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 09/05/2023] [Indexed: 10/07/2023]
Abstract
Recompensation has gained increasing attention in the field of cirrhosis, particularly in chronic liver disease with a definite aetiology. The current global prevalence of obesity and nonalcoholic fatty liver disease (NAFLD) is increasing, but there is currently a lack of a clear definition for recompensation in NAFLD-related cirrhosis. Here, we provide an up-to-date perspective on the natural history of NAFLD, emphasizing the reversible nature of the disease, summarizing possible mechanisms underlying recompensation in NAFLD, discussing challenges that need to be addressed and outlining future research directions in the field. Recompensation is a promising goal in patients with NAFLD-related cirrhosis, and further studies are needed to explore its underlying mechanisms and uncover its clinical features.
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Affiliation(s)
- Gong Feng
- Xi'an Medical University, Xi'an, China
- The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China
| | - Luca Valenti
- Department of Pathophysiology and Transplantation, Università degli Studi di Milano, Milan, Italy
- Precision Medicine, Biological Resource Center and Department of Transfusion Medicine, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Vincent Wai-Sun Wong
- Medical Data Analytics Center, Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong Special Administrative Region, China
- State Key Laboratory of Digestive Disease, The Chinese University of Hong Kong, Hong Kong Special Administrative Region, China
| | - Yasser Mahrous Fouad
- Department of Endemic Medicine and Gastroenterology, Faculty of Medicine, Minia University, Minia, Egypt
| | - Yusuf Yilmaz
- Department of Gastroenterology, School of Medicine, Recep Tayyip Erdoğan University, Rize, Turkey
| | - Won Kim
- Department of Internal Medicine, Seoul National University College of Medicine, Seoul, Korea
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, Seoul Metropolitan Government Boramae Medical Center, Seoul, Korea
| | - Giada Sebastiani
- Division of Gastroenterology and Hepatology, McGill University Health Centre, Montreal, Quebec, Canada
| | - Zobair M Younossi
- Inova Medicine Services, Department of Medicine, Inova Fairfax Medical Campus, Falls Church, VA, USA
| | - Virginia Hernandez-Gea
- Barcelona Hepatic Hemodynamic Laboratory, Liver Unit, Hospital Clínic Barcelona,-IDIBAPS, University of Barcelona, Centro de Investigación Biomédica Red de Enfermedades Hepáticas y Digestivas (CIBEREHD), Health Care Provider of the European Reference Network on Rare Liver Disorders (ERN-Liver), Barcelona, Spain
| | - Ming-Hua Zheng
- MAFLD Research Center, Department of Hepatology, the First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China.
- Key Laboratory of Diagnosis and Treatment for The Development of Chronic Liver Disease in Zhejiang Province, Wenzhou, China.
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4
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Bauer D, Kozbial K, Schwabl P, Chromy D, Simbrunner B, Stättermayer AF, Pinter M, Steindl-Munda P, Trauner M, Ferenci P, Reiberger T, Mandorfer M. Angiopoietin 2 levels decrease after HCV-cure and reflect the evolution of portal hypertension. Dig Liver Dis 2022; 54:1222-1229. [PMID: 35382974 DOI: 10.1016/j.dld.2022.02.013] [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: 08/27/2021] [Revised: 12/18/2021] [Accepted: 02/19/2022] [Indexed: 12/14/2022]
Abstract
BACKGROUND Portal hypertension (PH) does not resolve in a considerable proportion of patients who achieved HCV-cure. AIMS To investigate (i)whether HCV-cure impacts cytokines that orchestrate angiogenesis (i.e.,Ang1/Ang2/VEGF) and fibrogenesis (i.e.,PDGF/TGF-β) and (ii)whether their changes reflect PH-evolution and its complications. METHODS We measured plasma levels of cytokines and von Willebrand factor (VWF) and assessed hepatic venous pressure gradient (HVPG) before/after HCV-cure in 66 patients with pre-treatment PH and 23 patients without advanced disease, who served as controls. RESULTS Following HCV-cure, we observed a decrease in Ang2/TGF-β, but no changes in the other cytokines. The differences in circulating cytokine profiles in PH patients persisted after removing the primary etiological factor. Patients with pre-treatment HVPG≥10 mmHg with HVPG-reduction≥10% had a more pronounced relative decrease in Ang2. Finally, post-treatment Ang2 predicted FU-HVPG≥16 mmHg/decompensation with AUROC-values of 0.804/0.835. CONCLUSIONS HCV-cure decreases circulating Ang2 - a mediator/indicator of dysangiogenesis/endothelial dysfunction, as well as TGF-β - a profibrogenic cytokine. The dynamics of Ang2 mirrored those of PH, rendering FU-Ang2 a non-invasive test for pronounced PH at FU that also predicts hepatic decompensation. The pathophysiological significance of the persistently altered cytokine levels for mechanisms that hinder the PH-regression warrants further study.
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Affiliation(s)
- David Bauer
- Division of Gastroenterology and Hepatology, Department of Internal Medicine III, Medical University of Vienna, Währinger Gürtel 18-20, 1090, Vienna, Austria; Vienna Hepatic Hemodynamic Lab, Division of Gastroenterology and Hepatology, Department of Internal Medicine III, Medical University of Vienna, Währinger Gürtel 18-20, 1090, Vienna, Austria.
| | - Karin Kozbial
- Division of Gastroenterology and Hepatology, Department of Internal Medicine III, Medical University of Vienna, Währinger Gürtel 18-20, 1090, Vienna, Austria.
| | - Philipp Schwabl
- Division of Gastroenterology and Hepatology, Department of Internal Medicine III, Medical University of Vienna, Währinger Gürtel 18-20, 1090, Vienna, Austria; Vienna Hepatic Hemodynamic Lab, Division of Gastroenterology and Hepatology, Department of Internal Medicine III, Medical University of Vienna, Währinger Gürtel 18-20, 1090, Vienna, Austria; Christian-Doppler Laboratory for Portal Hypertension and Liver Fibrosis, Medical University of Vienna, Währinger Gürtel 18-20, 1090, Vienna, Austria; Ludwig Boltzmann Institute for Rare and Undiagnosed Diseases, Lazarettgasse 14, 1090, Vienna, Austria; CeMM Research Center for Molecular Medicine of the Austrian Academy of Sciences, Lazarettgasse 14, 1090, Vienna, Austria.
| | - David Chromy
- Division of Gastroenterology and Hepatology, Department of Internal Medicine III, Medical University of Vienna, Währinger Gürtel 18-20, 1090, Vienna, Austria.
| | - Benedikt Simbrunner
- Division of Gastroenterology and Hepatology, Department of Internal Medicine III, Medical University of Vienna, Währinger Gürtel 18-20, 1090, Vienna, Austria; Vienna Hepatic Hemodynamic Lab, Division of Gastroenterology and Hepatology, Department of Internal Medicine III, Medical University of Vienna, Währinger Gürtel 18-20, 1090, Vienna, Austria.
| | - Albert F Stättermayer
- Division of Gastroenterology and Hepatology, Department of Internal Medicine III, Medical University of Vienna, Währinger Gürtel 18-20, 1090, Vienna, Austria; Vienna Hepatic Hemodynamic Lab, Division of Gastroenterology and Hepatology, Department of Internal Medicine III, Medical University of Vienna, Währinger Gürtel 18-20, 1090, Vienna, Austria.
| | - Matthias Pinter
- Division of Gastroenterology and Hepatology, Department of Internal Medicine III, Medical University of Vienna, Währinger Gürtel 18-20, 1090, Vienna, Austria; Vienna Hepatic Hemodynamic Lab, Division of Gastroenterology and Hepatology, Department of Internal Medicine III, Medical University of Vienna, Währinger Gürtel 18-20, 1090, Vienna, Austria.
| | - Petra Steindl-Munda
- Division of Gastroenterology and Hepatology, Department of Internal Medicine III, Medical University of Vienna, Währinger Gürtel 18-20, 1090, Vienna, Austria.
| | - Michael Trauner
- Division of Gastroenterology and Hepatology, Department of Internal Medicine III, Medical University of Vienna, Währinger Gürtel 18-20, 1090, Vienna, Austria.
| | - Peter Ferenci
- Division of Gastroenterology and Hepatology, Department of Internal Medicine III, Medical University of Vienna, Währinger Gürtel 18-20, 1090, Vienna, Austria.
| | - Thomas Reiberger
- Division of Gastroenterology and Hepatology, Department of Internal Medicine III, Medical University of Vienna, Währinger Gürtel 18-20, 1090, Vienna, Austria; Vienna Hepatic Hemodynamic Lab, Division of Gastroenterology and Hepatology, Department of Internal Medicine III, Medical University of Vienna, Währinger Gürtel 18-20, 1090, Vienna, Austria; Christian-Doppler Laboratory for Portal Hypertension and Liver Fibrosis, Medical University of Vienna, Währinger Gürtel 18-20, 1090, Vienna, Austria; Ludwig Boltzmann Institute for Rare and Undiagnosed Diseases, Lazarettgasse 14, 1090, Vienna, Austria; CeMM Research Center for Molecular Medicine of the Austrian Academy of Sciences, Lazarettgasse 14, 1090, Vienna, Austria.
| | - Mattias Mandorfer
- Division of Gastroenterology and Hepatology, Department of Internal Medicine III, Medical University of Vienna, Währinger Gürtel 18-20, 1090, Vienna, Austria; Vienna Hepatic Hemodynamic Lab, Division of Gastroenterology and Hepatology, Department of Internal Medicine III, Medical University of Vienna, Währinger Gürtel 18-20, 1090, Vienna, Austria; Christian-Doppler Laboratory for Portal Hypertension and Liver Fibrosis, Medical University of Vienna, Währinger Gürtel 18-20, 1090, Vienna, Austria.
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5
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Li YJ, Zhong KH, Bai XH, Tang X, Li P, Yang ZY, Zhi HY, Li XJ, Chen Y, Deng P, Qin XL, Gu JT, Ning JL, Lu KZ, Zhang J, Xia ZY, Chen YW, Yi B. A Simple and Quick Screening Method for Intrapulmonary Vascular Dilation in Cirrhotic Patients Based on Machine Learning. J Clin Transl Hepatol 2021; 9:682-689. [PMID: 34722183 PMCID: PMC8516848 DOI: 10.14218/jcth.2020.00184] [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: 12/28/2020] [Revised: 03/24/2021] [Accepted: 04/07/2021] [Indexed: 12/04/2022] Open
Abstract
Background and Aims Screening for hepatopulmonary syndrome in cirrhotic patients is limited due to the need to perform contrast enhanced echocardiography (CEE) and arterial blood gas (ABG) analysis. We aimed to develop a simple and quick method to screen for the presence of intrapulmonary vascular dilation (IPVD) using noninvasive and easily available variables with machine learning (ML) algorithms. Methods Cirrhotic patients were enrolled from our hospital. All eligible patients underwent CEE, ABG analysis and physical examination. We developed a two-step model based on three ML algorithms, namely, adaptive boosting (termed AdaBoost), gradient boosting decision tree (termed GBDT) and eXtreme gradient boosting (termed Xgboost). Noninvasive variables were input in the first step (the NI model), and for the second step (the NIBG model), a combination of noninvasive variables and ABG results were used. Model performance was determined by the area under the curve of receiver operating characteristics (AUCROCs), precision, recall, F1-score and accuracy. Results A total of 193 cirrhotic patients were ultimately analyzed. The AUCROCs of the NI and NIBG models were 0.850 (0.738–0.962) and 0.867 (0.760–0.973), respectively, and both had an accuracy of 87.2%. For both negative and positive cases, the recall values of the NI and NIBG models were both 0.867 (0.760–0.973) and 0.875 (0.771–0.979), respectively, and the precisions were 0.813 (0.690–0.935) and 0.913 (0.825–1.000), respectively. Conclusions We developed a two-step model based on ML using noninvasive variables and ABG results to screen for the presence of IPVD in cirrhotic patients. This model may partly solve the problem of limited access to CEE and ABG by a large numbers of cirrhotic patients.
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Affiliation(s)
- Yu-Jie Li
- Department of Anaesthesiology, Southwest Hospital, Third Military Medical University (First Affiliated Hospital of Army Medical University), Chongqing, China
| | - Kun-Hua Zhong
- Chengdu Institute of Computer Applications, Chinese Academy of Sciences, Chengdu, Sichuan, China.,University of Chinese Academy of Sciences, Beijing, China.,Chongqing Institute of Green and Intelligent Technology, Chinese Academy of Science, Chongqing, China
| | - Xue-Hong Bai
- Department of Anaesthesiology, Southwest Hospital, Third Military Medical University (First Affiliated Hospital of Army Medical University), Chongqing, China
| | - Xi Tang
- Department of Anaesthesiology, Southwest Hospital, Third Military Medical University (First Affiliated Hospital of Army Medical University), Chongqing, China
| | - Peng Li
- Department of Anaesthesiology, Southwest Hospital, Third Military Medical University (First Affiliated Hospital of Army Medical University), Chongqing, China
| | - Zhi-Yong Yang
- Department of Anaesthesiology, Southwest Hospital, Third Military Medical University (First Affiliated Hospital of Army Medical University), Chongqing, China
| | - Hong-Yu Zhi
- Department of Anaesthesiology, Southwest Hospital, Third Military Medical University (First Affiliated Hospital of Army Medical University), Chongqing, China
| | - Xiao-Jun Li
- Department of Anaesthesiology, Southwest Hospital, Third Military Medical University (First Affiliated Hospital of Army Medical University), Chongqing, China
| | - Yang Chen
- Department of Anaesthesiology, Southwest Hospital, Third Military Medical University (First Affiliated Hospital of Army Medical University), Chongqing, China
| | - Peng Deng
- Department of Anaesthesiology, Southwest Hospital, Third Military Medical University (First Affiliated Hospital of Army Medical University), Chongqing, China
| | - Xiao-Lin Qin
- Chengdu Institute of Computer Applications, Chinese Academy of Sciences, Chengdu, Sichuan, China.,University of Chinese Academy of Sciences, Beijing, China
| | - Jian-Teng Gu
- Department of Anaesthesiology, Southwest Hospital, Third Military Medical University (First Affiliated Hospital of Army Medical University), Chongqing, China
| | - Jiao-Lin Ning
- Department of Anaesthesiology, Southwest Hospital, Third Military Medical University (First Affiliated Hospital of Army Medical University), Chongqing, China
| | - Kai-Zhi Lu
- Department of Anaesthesiology, Southwest Hospital, Third Military Medical University (First Affiliated Hospital of Army Medical University), Chongqing, China
| | - Ju Zhang
- University of Chinese Academy of Sciences, Beijing, China.,Chongqing Institute of Green and Intelligent Technology, Chinese Academy of Science, Chongqing, China
| | - Zheng-Yuan Xia
- Department of Anaesthesiology, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong, China
| | - Yu-Wen Chen
- Chengdu Institute of Computer Applications, Chinese Academy of Sciences, Chengdu, Sichuan, China.,University of Chinese Academy of Sciences, Beijing, China.,Chongqing Institute of Green and Intelligent Technology, Chinese Academy of Science, Chongqing, China
| | - Bin Yi
- Department of Anaesthesiology, Southwest Hospital, Third Military Medical University (First Affiliated Hospital of Army Medical University), Chongqing, China
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Caligiuri A, Gentilini A, Pastore M, Gitto S, Marra F. Cellular and Molecular Mechanisms Underlying Liver Fibrosis Regression. Cells 2021; 10:cells10102759. [PMID: 34685739 PMCID: PMC8534788 DOI: 10.3390/cells10102759] [Citation(s) in RCA: 145] [Impact Index Per Article: 36.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2021] [Revised: 10/08/2021] [Accepted: 10/09/2021] [Indexed: 12/12/2022] Open
Abstract
Chronic liver injury of different etiologies may result in hepatic fibrosis, a scar formation process consisting in altered deposition of extracellular matrix. Progression of fibrosis can lead to impaired liver architecture and function, resulting in cirrhosis and organ failure. Although fibrosis was previous thought to be an irreversible process, recent evidence convincingly demonstrated resolution of fibrosis in different organs when the cause of injury is removed. In the liver, due to its high regenerative ability, the extent of fibrosis regression and reversion to normal architecture is higher than in other tissues, even in advanced disease. The mechanisms of liver fibrosis resolution can be recapitulated in the following main points: removal of injurious factors causing chronic hepatic damage, elimination, or inactivation of myofibroblasts (through various cell fates, including apoptosis, senescence, and reprogramming), inactivation of inflammatory response and induction of anti-inflammatory/restorative pathways, and degradation of extracellular matrix. In this review, we will discuss the major cellular and molecular mechanisms underlying the regression of fibrosis/cirrhosis and the potential therapeutic approaches aimed at reversing the fibrogenic process.
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Li H. Angiogenesis in the progression from liver fibrosis to cirrhosis and hepatocelluar carcinoma. Expert Rev Gastroenterol Hepatol 2021; 15:217-233. [PMID: 33131349 DOI: 10.1080/17474124.2021.1842732] [Citation(s) in RCA: 41] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
Introduction: Persistent inflammation and hypoxia are strong stimulus for pathological angiogenesis and vascular remodeling, and are also the most important elements resulting in liver fibrosis. Sustained inflammatory process stimulates fibrosis to the end-point of cirrhosis and sinusoidal portal hypertension is an important feature of cirrhosis. Neovascularization plays a pivotal role in collateral circulation formation of portal vein, mesenteric congestion, and high perfusion. Imbalance of hepatic artery and portal vein blood flow leads to the increase of hepatic artery inflow, which is beneficial to the formation of nodules. Angiogenesis contributes to progression from liver fibrosis to cirrhosis and hepatocellular carcinoma (HCC) and anti-angiogenesis therapy can improve liver fibrosis, reduce portal pressure, and prolong overall survival of patients with HCC. Areas covers: This paper will try to address the difference of the morphological characteristics and mechanisms of neovascularization in the process from liver fibrosis to cirrhosis and HCC and further compare the different efficacy of anti-angiogenesis therapy in these three stages. Expert opinion: More in-depth understanding of the role of angiogenesis factors and the relationship between angiogenesis and other aspects of the pathogenesis and transformation may be the key to enabling future progress in the treatment of patients with liver fibrosis, cirrhosis, and HCC.
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Affiliation(s)
- Hui Li
- Central Laboratory, Hospital of Chengdu University of Traditional Chinese Medicine , Chengdu, Sichuan Province, P. R. China
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8
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Selicean S, Wang C, Guixé-Muntet S, Stefanescu H, Kawada N, Gracia-Sancho J. Regression of portal hypertension: underlying mechanisms and therapeutic strategies. Hepatol Int 2021; 15:36-50. [PMID: 33544313 PMCID: PMC7886770 DOI: 10.1007/s12072-021-10135-4] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/30/2020] [Accepted: 01/05/2021] [Indexed: 12/12/2022]
Abstract
Portal hypertension is the main non-neoplastic complication of chronic liver disease, being the cause of important life-threatening events including the development of ascites or variceal bleeding. The primary factor in the development of portal hypertension is a pathological increase in the intrahepatic vascular resistance, due to liver microcirculatory dysfunction, which is subsequently aggravated by extra-hepatic vascular disturbances including elevation of portal blood inflow. Evidence from pre-clinical models of cirrhosis has demonstrated that portal hypertension and chronic liver disease can be reversible if the injurious etiological agent is removed and can be further promoted using pharmacological therapy. These important observations have been partially demonstrated in clinical studies. This paper aims at providing an updated review of the currently available data regarding spontaneous and drug-promoted regression of portal hypertension, paying special attention to the clinical evidence. It also considers pathophysiological caveats that highlight the need for caution in establishing a new dogma that human chronic liver disease and portal hypertension is reversible.
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Affiliation(s)
- Sonia Selicean
- Hepatology, Department of Biomedical Research, University of Bern, Inselspital, Murtenstrasse 35, Maurice E. Müller-Haus, F821a, 3008, Bern, Switzerland
| | - Cong Wang
- Hepatology, Department of Biomedical Research, University of Bern, Inselspital, Murtenstrasse 35, Maurice E. Müller-Haus, F821a, 3008, Bern, Switzerland
| | - Sergi Guixé-Muntet
- Hepatology, Department of Biomedical Research, University of Bern, Inselspital, Murtenstrasse 35, Maurice E. Müller-Haus, F821a, 3008, Bern, Switzerland
| | - Horia Stefanescu
- Department of Hepatology, Prof. Dr. Octavian Fodor Regional Institute of Gastroenterology and Hepatology, Liver Research Club, Cluj-Napoca, Romania
| | - Norifumi Kawada
- Department of Hepatology, Graduate School of Medicine, Osaka City University, Osaka, Japan
| | - Jordi Gracia-Sancho
- Hepatology, Department of Biomedical Research, University of Bern, Inselspital, Murtenstrasse 35, Maurice E. Müller-Haus, F821a, 3008, Bern, Switzerland.
- Liver Vascular Biology Research Group, IDIBAPS Research Institute, CIBEREHD, Barcelona, Spain.
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Simbrunner B, Mandorfer M, Trauner M, Reiberger T. Gut-liver axis signaling in portal hypertension. World J Gastroenterol 2019; 25:5897-5917. [PMID: 31660028 PMCID: PMC6815800 DOI: 10.3748/wjg.v25.i39.5897] [Citation(s) in RCA: 76] [Impact Index Per Article: 12.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/03/2019] [Revised: 08/15/2019] [Accepted: 09/28/2019] [Indexed: 02/06/2023] Open
Abstract
Portal hypertension (PHT) in advanced chronic liver disease (ACLD) results from increased intrahepatic resistance caused by pathologic changes of liver tissue composition (structural component) and intrahepatic vasoconstriction (functional component). PHT is an important driver of hepatic decompensation such as development of ascites or variceal bleeding. Dysbiosis and an impaired intestinal barrier in ACLD facilitate translocation of bacteria and pathogen-associated molecular patterns (PAMPs) that promote disease progression via immune system activation with subsequent induction of proinflammatory and profibrogenic pathways. Congestive portal venous blood flow represents a critical pathophysiological mechanism linking PHT to increased intestinal permeability: The intestinal barrier function is affected by impaired microcirculation, neoangiogenesis, and abnormal vascular and mucosal permeability. The close bidirectional relationship between the gut and the liver has been termed “gut-liver axis”. Treatment strategies targeting the gut-liver axis by modulation of microbiota composition and function, intestinal barrier integrity, as well as amelioration of liver fibrosis and PHT are supposed to exert beneficial effects. The activation of the farnesoid X receptor in the liver and the gut was associated with beneficial effects in animal experiments, however, further studies regarding efficacy and safety of pharmacological FXR modulation in patients with ACLD are needed. In this review, we summarize the clinical impact of PHT on the course of liver disease, discuss the underlying pathophysiological link of PHT to gut-liver axis signaling, and provide insight into molecular mechanisms that may represent novel therapeutic targets.
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Affiliation(s)
- Benedikt Simbrunner
- Department of Internal Medicine III, Division of Gastroenterology and Hepatology, Medical University of Vienna, Vienna 1180, Austria
- Vienna Hepatic Hemodynamic Lab, Medical University of Vienna, Vienna 1180, Austria
| | - Mattias Mandorfer
- Department of Internal Medicine III, Division of Gastroenterology and Hepatology, Medical University of Vienna, Vienna 1180, Austria
- Vienna Hepatic Hemodynamic Lab, Medical University of Vienna, Vienna 1180, Austria
| | - Michael Trauner
- Department of Internal Medicine III, Division of Gastroenterology and Hepatology, Medical University of Vienna, Vienna 1180, Austria
| | - Thomas Reiberger
- Department of Internal Medicine III, Division of Gastroenterology and Hepatology, Medical University of Vienna, Vienna 1180, Austria
- Vienna Hepatic Hemodynamic Lab, Medical University of Vienna, Vienna 1180, Austria
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10
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Cirrhosis regression: extrahepatic angiogenesis and liver hyperarterialization persist. Clin Sci (Lond) 2018; 132:1341-1343. [PMID: 29954952 DOI: 10.1042/cs20180129] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2018] [Revised: 05/19/2018] [Accepted: 05/22/2018] [Indexed: 12/21/2022]
Abstract
Data on the consequences of cirrhosis regression on portal hypertension and on splanchnic and systemic hemodynamic are scarce. Previous studies have reported a decrease in hepatic venous pressure gradient following antiviral treatment in patients with hepatitis B or C related cirrhosis. However, these studies did not investigate splanchnic and systemic hemodynamic changes associated with virus control. To fill this gap in knowledge, in a recent issue of Clinical Science, Hsu et al. (vol. 132, issue 6, 669-683) used rat models of cirrhosis induced by thioacetamide and by bile duct ligation and provided a comprehensive analysis of the effects of cirrhosis regression on splanchnic and systemic hemodynamics. They observed a significant reduction in portal pressure accompanied by a normalization of systemic hemodynamic (normal cardiac index and systemic vascular resistance) and a decrease in intrahepatic vascular resistance. No change in extrahepatic vascular structures were observed despite normalization of collateral shunting, meaning that portosystemic collaterals persist but are not perfused. One intriguing part of their results is the only marginal effect of cirrhosis regression on liver hyperarterialisation. This result suggests that changes in splanchnic hemodynamic features induced by cirrhosis remain when hepatic vascular resistance decreases, raising the hypothesis of an autonomous mechanism persisting despite regression of intrahepatic vascular resistance. Microbiota changes and bacterial translocation might account for this effect. In conclusion cirrhosis regression normalizes systemic hemodynamics, but some splanchnic hemodynamic changes persist including extrahepatic angiogenesis and liver hyperarterialization.
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