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Shah A, MacConell L, Liberman A, Di Bisceglie AM, Shapiro D. Challenges in Histological Endpoints for MASH Therapies: An Exercise in Statistical Modelling. Aliment Pharmacol Ther 2025; 61:1489-1499. [PMID: 39945523 DOI: 10.1111/apt.70023] [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: 10/01/2024] [Revised: 10/21/2024] [Accepted: 02/01/2025] [Indexed: 04/11/2025]
Abstract
BACKGROUND Regulatory-accepted efficacy endpoints for nonalcoholic steatohepatitis (NASH; recently updated to metabolic-dysfunction associated steatohepatitis, MASH) clinical trials include fibrosis improvement with no worsening of NASH or NASH resolution with no worsening of fibrosis determined by liver biopsy using the NASH Clinical Research Network criteria. These endpoints involve the scoring of four liver histology parameters, all of which are associated with significant inter-/intra-reader variability. Since few trials have shown positive results with these endpoints, we evaluated the effects of imprecision in histologic scoring on trial results from a statistical perspective. METHODS Estimating the probability (sensitivity) of accurately scoring histology is based on the relationship between measures of agreement and sensitivity. We simulated kappa values for a range of sensitivities. Then, using published kappa values from NASH trials, we selected corresponding sensitivities for histology parameters. Finally, simulations assuming a range of "overscore" and "underscore" probabilities were conducted to estimate the dilution of the true effect size. RESULTS Simulations for 2-arm trials with sample sizes of 400 (mix of stage 2/3 fibrosis) subjects showed ~50% dilution of the true effect size for both approvable endpoints due to scoring imprecision. Such dilution remains constant regardless of sample size. CONCLUSION Imprecise histologic scoring disproportionately impacts the 'superior' arm as the error is proportional to the true response rate. This dilution of effect size should be considered when weighing the clinical benefit and the overall risk-benefit profile in the review of NASH studies. This argues for the adoption of non-invasive biomarkers rather than histologic endpoints.
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Affiliation(s)
- Amrik Shah
- Karma Statistics LLC, Skillman, New Jersey, USA
| | | | | | | | - David Shapiro
- Integrated Quality Resources, San Diego, California, USA
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2
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Romero-Gómez M, Escalada J, Noguerol M, Pérez A, Carretero J, Crespo J, Mascort JJ, Aguilar I, Tinahones F, Cañones P, Gómez-Huelgas R, de Luis D, Genúa Trullos I, Aller R, Rubio MA. Multidisciplinary clinical practice guideline on the management of metabolic hepatic steatosis. GASTROENTEROLOGIA Y HEPATOLOGIA 2025:502442. [PMID: 40221023 DOI: 10.1016/j.gastrohep.2025.502442] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/25/2025] [Revised: 03/26/2025] [Accepted: 03/31/2025] [Indexed: 04/14/2025]
Abstract
Metabolic hepatic steatosis (MetHS) is a clinically heterogeneous, multisystemic, dynamic, and complex disease, whose progression is one of the main causes of cirrhosis and hepatocarcinoma. This clinical practice guideline aims to respond to its main challenges, both in terms of disease burden and complexity. To this end, recommendations have been proposed to experts through the Delphi method. The consensus was optimal in recommendations regarding type 2 diabetes as a risk factor (1.5.1, 4.5.1), in which cases early detection of MetHS should be carried out (4.5.2). Its results also emphasize the importance of the use of non-invasive tests (FIB-4, NFS, HFS) for the exclusion of significant fibrosis in patients with suspected MetHS (2.3.1, 2.3.3). Diagnosis should be carried out through the sequential combination of non-invasive indices and transient elastography by FibroScan® for its risk stratification (2.3.3). A nearly unanimous consensus was reached regarding the role of early prevention in the impact on the quality of life and survival of patients (5.1.2), as well as on the effectiveness of the Mediterranean diet and physical exercise in relation to the improvement of steatosis, steatohepatitis and fibrosis in MetHS patients (5.2.2) and on the positive results offered by resmiterom and semaglutide in promoting fibrosis regression (5.4.1). Finally, a great consensus has been reached regarding the importance of multidisciplinary management in MetHS, for which it is essential to agree on multidisciplinary protocols for referral between levels in each health area (6.2.1), as well as ensuring that referrals to Hepatology/Digestive and Endocrinology or Internal Medicine services are effective and beneficial to prevent the risk of disease progression (6.2.3, 6.3.1).
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Affiliation(s)
- Manuel Romero-Gómez
- UGC Aparato Digestivo, Hospital Universitario Virgen del Rocío, Sevilla, España; Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBEREHD), Madrid, España; Instituto de Biomedicina de Sevilla (HUVR/CSIC/US), Departamento de Medicina, Universidad de Sevilla, Sevilla, España; Asociación España para el Estudio del Hígado, España.
| | - Javier Escalada
- Clínica Universidad de Navarra, Pamplona, España; Sociedad Española de Endocrinología y Nutrición, España; CIBER Fisiopatología de la Obesidad y Nutrición (CIBERObn), Instituto de Salud Carlos III, Madrid, España; Instituto de Investigación en la Salud de Navarra (IdiSNA), Pamplona, España.
| | - Mar Noguerol
- Centro de Salud Universitario Cuzco de Fuenlabrada, Madrid, España; Sociedad Española de Medicina de Familia y Comunitaria, España
| | - Antonio Pérez
- Servicio de Endocrinología y Nutrición, Hospital de la Santa Creu i Sant Pau, Barcelona, España; CIBER de Diabetes y Enfermedades Metabólicas (CIBERDEM), España; Sociedad Española de Diabetes, España
| | - Juana Carretero
- Hospital Universitario de Badajoz, Badajoz, España; Sociedad Española de Medicina Interna (SEMI), España
| | - Javier Crespo
- Hospital Universitario Marqués de Valdecilla, Santander, España; Sociedad Española de Patología Digestiva, España; Grupo de Investigación Clínica y Traslacional en Enfermedades Digestivas, España; Instituto de Investigación Valdecilla (IDIVAL), Santander, España
| | - Juan J Mascort
- Sociedad Española de Medicina de Familia y Comunitaria, España; Centro de Salud Florida Sud, Institut Català de la Salut, Hospitalet de Llobregat, España
| | - Ignacio Aguilar
- Clínica Universidad de Navarra, Pamplona, España; Sociedad Española de Endocrinología y Nutrición, España; CIBER Fisiopatología de la Obesidad y Nutrición (CIBERObn), Instituto de Salud Carlos III, Madrid, España; Instituto de Investigación en la Salud de Navarra (IdiSNA), Pamplona, España
| | - Francisco Tinahones
- CIBER Fisiopatología de la Obesidad y Nutrición (CIBERObn), Instituto de Salud Carlos III, Madrid, España; Departamento de Endocrinología y Nutrición, Hospital Virgen de la Victoria, Málaga, España; Sociedad Española de Obesidad, España; Instituto de Investigación Biomédica de Málaga (IBIMA)-Plataforma Bionard, Universidad de Málaga, Málaga, España
| | - Pedro Cañones
- Sociedad Española de Médicos Generales y de Familia, España
| | - Ricardo Gómez-Huelgas
- Sociedad Española de Medicina Interna (SEMI), España; Servicio de Medicina Interna, Hospital Regional Universitario de Málaga, Málaga, España; Instituto de Investigación Biomédica de Málaga (IBIMA), Universidad de Málaga (UMA), Málaga, España
| | - Daniel de Luis
- Sociedad Española de Endocrinología y Nutrición, España; Servicio de Endocrinología y Nutrición, Hospital Clínico Universitario de Valladolid, Valladolid, España; Centro de Investigación de Endocrinología y Nutrición, Universidad de Valladolidad, Valladolid, España
| | - Idoia Genúa Trullos
- Servicio de Endocrinología y Nutrición, Hospital de la Santa Creu i Sant Pau, Barcelona, España; CIBER de Diabetes y Enfermedades Metabólicas (CIBERDEM), España; Sociedad Española de Diabetes, España
| | - Rocío Aller
- Servicio de Endocrinología y Nutrición, Hospital de la Santa Creu i Sant Pau, Barcelona, España; CIBER de Diabetes y Enfermedades Metabólicas (CIBERDEM), España; Sociedad Española de Diabetes, España; Servicio de Aparato Digestivo, Hospital Clínico Universitario de Valladolid, Universidad de Valladolid, Valladolid, España; Ciber Enfermedades infecciosas (CIBERINFEC), España
| | - Miguel A Rubio
- Sociedad Española de Endocrinología y Nutrición, España; Hospital Clínico San Carlos, Madrid, España
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3
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Siriwong N, Sriphoosanaphan S, Decharatanachart P, Yongpisarn T, Kerr SJ, Treeprasertsuk S, Tiyarattanachai T, Apiparakoon T, Hagström H, Akbari C, Ekstedt M, Yip TCF, Wong GLH, Ito T, Ishigami M, Toyoda H, Peleg N, Shlomai A, Seko Y, Sumida Y, Kawanaka M, Hino K, Chaiteerakij R. Role of noninvasive tests on the prediction of hepatocellular carcinoma in nonalcoholic fatty liver disease patients without cirrhosis: a systematic review and meta-analysis of aggregate and individual patient data. Eur J Gastroenterol Hepatol 2025; 37:358-369. [PMID: 39919008 DOI: 10.1097/meg.0000000000002912] [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: 02/09/2025]
Abstract
BACKGROUND Nonalcoholic fatty liver disease (NAFLD) has been identified as an emerging risk factor for hepatocellular carcinoma (HCC). Identifying non-cirrhotic NAFLD patients at risk for HCC is crucial. We aimed to investigate the utility of noninvasive tests (NITs) as predictors for HCC and to determine optimal and cost-effective NIT cutoffs for HCC surveillance in non-cirrhotic NAFLD patients. METHODS Medline, EMBASE, and Scopus databases were searched for studies evaluating the relationship between NITs and HCC in this population. Random-effects models were used to estimate hazard ratios or risk ratios and 95% confidence interval (95% CI). Cutoffs of NITs for identifying high-risk patients for HCC were determined. RESULTS This systematic review comprised 20 studies. A meta-analysis of 379 194 patients was conducted using six studies with individual patient data and five studies with aggregate data. Among NITs studied, fibrosis-4 index (FIB-4), aspartate aminotransferase to platelet ratio index (APRI), and NAFLD fibrosis score (NFS) were significantly associated with HCC, with pooled risk ratio (95% CI) of 9.21 (5.79-14.64), pooled hazard ratio of 12.53 (6.57-23.90), and 13.32 (6.48-27.37), respectively. FIB-4, APRI, and NFS of more than 2.06, 0.65, and 0.51 resulted in the highest area under the receiver operating characteristics of 0.83, 0.80, and 0.85, respectively. Surveillance in patients with FIB-4 ≥ 5.91 and NFS ≥ 2.85 would be cost-effective with an annual HCC incidence of ≥15 per 1000 patient-years. CONCLUSION FIB-4, APRI, and NFS are associated with HCC development in non-cirrhotic NAFLD patients. Different NIT cutoffs may be used to enroll high-risk NAFLD patients for HCC surveillance, according to resource availability in different settings.
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Affiliation(s)
- Nanicha Siriwong
- Division of Gastroenterology, Department of Medicine, Faculty of Medicine, Chulalongkorn University, and King Chulalongkorn Memorial Hospital, Thai Red Cross Society
| | - Supachaya Sriphoosanaphan
- Division of Gastroenterology, Department of Medicine, Faculty of Medicine, Chulalongkorn University, and King Chulalongkorn Memorial Hospital, Thai Red Cross Society
| | | | - Tanat Yongpisarn
- Division of Gastroenterology, Department of Medicine, Faculty of Medicine, Chulalongkorn University, and King Chulalongkorn Memorial Hospital, Thai Red Cross Society
| | - Stephen J Kerr
- Biostatistics Excellence Centre, Faculty of Medicine, Chulalongkorn University
| | - Sombat Treeprasertsuk
- Division of Gastroenterology, Department of Medicine, Faculty of Medicine, Chulalongkorn University, and King Chulalongkorn Memorial Hospital, Thai Red Cross Society
| | - Thodsawit Tiyarattanachai
- Department of Medicine, Faculty of Medicine, Chulalongkorn University, and King Chulalongkorn Memorial Hospital, Thai Red Cross Society, Bangkok, Thailand
| | - Terapap Apiparakoon
- Division of Gastroenterology, Department of Medicine, Faculty of Medicine, Chulalongkorn University, and King Chulalongkorn Memorial Hospital, Thai Red Cross Society
| | - Hannes Hagström
- Department of Medicine, Huddinge, Karolinska Institutet
- Division of Hepatology, Department of Upper GI, Karolinska University Hospital, Stockholm
| | | | - Mattias Ekstedt
- Division of Diagnostics and Specialist Medicine, Department of Health, Medicine and Caring Sciences, Linköping University, Linköping, Sweden
| | - Terry Cheuk-Fung Yip
- Department of Medicine and Therapeutics
- Medical Data Analytics Centre
- State Key Laboratory of Digestive Disease, The Chinese University of Hong Kong, Hong Kong, Hong Kong
| | - Grace Lai-Hung Wong
- Department of Medicine and Therapeutics
- Medical Data Analytics Centre
- State Key Laboratory of Digestive Disease, The Chinese University of Hong Kong, Hong Kong, Hong Kong
| | - Takanori Ito
- Department of Gastroenterology and Hepatology, Nagoya University Graduate School of Medicine, Nagoya
| | - Masatoshi Ishigami
- Department of Gastroenterology and Hepatology, Nagoya University Graduate School of Medicine, Nagoya
| | - Hidenori Toyoda
- Department of Gastroenterology and Hepatology, Ogaki Municipal Hospital, Gifu, Japan
| | - Noam Peleg
- Department of Gastroenterology and Hepatology, Rabin Medical Center, Beilinson Hospital, Petach-Tikva
| | - Amir Shlomai
- Department of Medicine D, Beilinson Hospital, Rabin Medical Center and the Faculty of Medical and Health Sciences, Tel Aviv University, Tel Aviv, Israel
| | - Yuya Seko
- Department of Gastroenterology and Hepatology, Kyoto Prefectural University of Medicine, Kyoto
| | - Yoshio Sumida
- Division of Hepatology and Pancreatology, Department of Internal Medicine, Aichi Medical University, Nagakute, Aichi
| | - Miwa Kawanaka
- Department of General Internal Medicine, Kawasaki Medical Center, Kawasaki Medical School, Okayama
| | - Keisuke Hino
- Department of Hepatology and Pancreatology, Kawasaki Medical School, Kurashiki, Japan
| | - Roongruedee Chaiteerakij
- Division of Gastroenterology, Department of Medicine, Faculty of Medicine, Chulalongkorn University, and King Chulalongkorn Memorial Hospital, Thai Red Cross Society
- Center of Excellence for Innovation and Endoscopy in Gastrointestinal Oncology, Division of Gastroenterology, Faculty of Medicine, Chulalongkorn University, Bangkok, Thailand
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Wang Y, Song SJ, Jiang Y, Lai JCT, Wong GLH, Wong VWS, Yip TCF. Role of noninvasive tests in the prognostication of metabolic dysfunction-associated steatotic liver disease. Clin Mol Hepatol 2025; 31:S51-S75. [PMID: 38934108 PMCID: PMC11925434 DOI: 10.3350/cmh.2024.0246] [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: 04/10/2024] [Revised: 06/20/2024] [Accepted: 06/26/2024] [Indexed: 06/28/2024] Open
Abstract
In managing metabolic dysfunction-associated steatotic liver disease, which affects over 30% of the general population, effective noninvasive biomarkers for assessing disease severity, monitoring disease progression, predicting the development of liver-related complications, and assessing treatment response are crucial. The advantage of simple fibrosis scores lies in their widespread accessibility through routinely performed blood tests and extensive validation in different clinical settings. They have shown reasonable accuracy in diagnosing advanced fibrosis and good performance in excluding the majority of patients with a low risk of liver-related complications. Among patients with elevated serum fibrosis scores, a more specific fibrosis and imaging biomarker has proved useful to accurately identify patients at risk of liver-related complications. Among specific fibrosis blood biomarkers, enhanced liver fibrosis is the most widely utilized and has been approved in the United States as a prognostic biomarker. For imaging biomarkers, the availability of vibration-controlled transient elastography has been largely improved over the past years, enabling the use of liver stiffness measurement (LSM) for accurate assessment of significant and advanced fibrosis, and cirrhosis. Combining LSM with other routinely available blood tests enhances the ability to diagnose at-risk metabolic dysfunction-associated steatohepatitis and predict liver-related complications, some reaching an accuracy comparable to that of liver biopsy. Magnetic resonance imaging-based modalities provide the most accurate quantification of liver fibrosis, though the current utilization is limited to research settings. Expanding their future use in clinical practice depends on factors such as cost and facility availability.
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Affiliation(s)
- Yue Wang
- Medical Data Analytic Center, Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong, China
- State Key Laboratory of Digestive Disease, Institute of Digestive Disease, The Chinese University of Hong Kong, Hong Kong, China
| | - Sherlot Juan Song
- Medical Data Analytic Center, Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong, China
- State Key Laboratory of Digestive Disease, Institute of Digestive Disease, The Chinese University of Hong Kong, Hong Kong, China
| | - Yichong Jiang
- Medical Data Analytic Center, Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong, China
- State Key Laboratory of Digestive Disease, Institute of Digestive Disease, The Chinese University of Hong Kong, Hong Kong, China
| | - Jimmy Che-To Lai
- Medical Data Analytic Center, Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong, China
- State Key Laboratory of Digestive Disease, Institute of Digestive Disease, The Chinese University of Hong Kong, Hong Kong, China
| | - Grace Lai-Hung Wong
- Medical Data Analytic Center, Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong, China
- State Key Laboratory of Digestive Disease, Institute of Digestive Disease, The Chinese University of Hong Kong, Hong Kong, China
| | - Vincent Wai-Sun Wong
- Medical Data Analytic Center, Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong, China
- State Key Laboratory of Digestive Disease, Institute of Digestive Disease, The Chinese University of Hong Kong, Hong Kong, China
| | - Terry Cheuk-Fung Yip
- Medical Data Analytic Center, Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong, China
- State Key Laboratory of Digestive Disease, Institute of Digestive Disease, The Chinese University of Hong Kong, Hong Kong, China
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5
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Jamalinia M, Mirhosseini SA, Ranjbar M, Bagheri Lankarani K, Hosseinzadeh A. Association of liver fibrosis with aneurysm size and mortality risk in patients undergoing open abdominal aortic aneurysm repair. Sci Rep 2025; 15:3301. [PMID: 39865170 PMCID: PMC11770142 DOI: 10.1038/s41598-025-88133-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2024] [Accepted: 01/24/2025] [Indexed: 01/28/2025] Open
Abstract
Abdominal Aortic Aneurysm (AAA) poses a significant health risk due to its silent nature and high mortality upon rupture. The Fib-4 index, initially designed for liver fibrosis assessment, presents potential beyond its scope. This study aims to investigate the association of FIB-4 with aneurysm size and mortality risk, exploring its utility as a risk predictor for enhanced clinical management. This retrospective longitudinal research studied 141 AAA open repair surgery patients (92% male, mean age of 70 years (SD: 11.5)) from October 2016 to September 2021 for a median follow-up 35 months (IQR: 0.7 - 56.6). All-cause mortality was the primary outcome. Adjusted hazard ratios (aHR) were calculated for each Fib-4 cut-off between 1.5 and 3.25. FIB-4 cut-off range of 2.58-2.74 was associated with higher mortality risk in adjusted HR. Specifically, FIB-4 ≥ 2.67 increased mortality by 78% (aHR:1.78, 95% CI: 1.06 - 3.00). Furthermore, FIB-4 ≥ 2.67 was significantly associated with a baseline aneurysm size ≥ 8cm (aOR: 2.67, 95% CI: 1.17 - 6.09). FIB-4 was independently associated with a higher mortality risk and higher aneurysm size. These findings suggest that FIB-4 assessment in clinical practice may enhance risk profiling, aiding in more precise stratification and management strategies for AAA patients.
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Affiliation(s)
- Mohamad Jamalinia
- Gastroenterohepatology Research Center, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Seyed Alireza Mirhosseini
- Cardiovascular Research Center, School of Medicine, Shiraz University of Medical Sciences, Shiraz, Iran
- MD-MPH Department, School of Medicine, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Maryam Ranjbar
- Gastroenterohepatology Research Center, Shiraz University of Medical Sciences, Shiraz, Iran
- MD-MPH Department, School of Medicine, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Kamran Bagheri Lankarani
- Health Policy Research Center, Institute of Health, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Ahmad Hosseinzadeh
- Thoracic and Vascular Surgery Research Center, Namazi Hospital, Shiraz University of Medical Sciences, Shiraz, Iran.
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Dallio M, Romeo M, Di Nardo F, Vaia P, Napolitano C, Ventriglia L, Coppola A, Silvestrin A, Olivieri S, Federico A. FLAME: Training and Validating a Newly Conceived Model Incorporating Alpha-Glutathione-S-Transferase Serum Levels for Predicting Advanced Hepatic Fibrosis and Acute Cardiovascular Events in Metabolic Dysfunction-Associated Steatotic Liver Disease (MASLD). Int J Mol Sci 2025; 26:761. [PMID: 39859475 PMCID: PMC11765617 DOI: 10.3390/ijms26020761] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/24/2024] [Revised: 01/10/2025] [Accepted: 01/13/2025] [Indexed: 01/27/2025] Open
Abstract
Alpha-Glutathione-S-transferase (alphaGST) is a liver enzyme whose serum levels increase with the worsening of fibrosis in alcoholic and viral chronic hepatitis. Its usefulness in Metabolic Dysfunction-Associated Steatotic Liver Disease (MASLD) remains unexplored. From January 2016 to December 2017, 200 patients with MASLD and 30 controls were enrolled. AlphaGST serum levels were measured. Variables related to advanced fibrosis (AF) were selected via Principal Component Analysis (PCA), and the best cut-off (BCO) was estimated using ROC analysis. Liver stiffness measurement (LSM), NAFLD fibrosis (NFS), Fibrosis-4 (FIB-4), and BMI-AST/ALT Ratio-Diabetes (BARD) scores were determined. The first acute cardiovascular events (ACE) in ACE-naïve subjects were recorded over five years. A validation cohort of 60 MASLD patients was enrolled from January 2018 to May 2019 and followed for five years. AlphaGST levels increased with fibrosis stage (p < 0.0001) in both cohorts, showing high accuracy in predicting AF (TrC: AUC 0.89, VlC: AUC 0.89). PCA-selected variables were HbA1c, HDL, and alphaGST, forming the "FLAME" model. FLAME showed superior predictive performance for AF and ACEs compared to other models and scores. FLAME represents a novel tool that accurately predicts AF and ACEs in MASLD.
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7
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Wang Z, Wang W, Luo Q, Song G. High matrix stiffness accelerates migration of hepatocellular carcinoma cells through the integrin β1-Plectin-F-actin axis. BMC Biol 2025; 23:8. [PMID: 39789506 PMCID: PMC11721467 DOI: 10.1186/s12915-025-02113-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2024] [Accepted: 01/03/2025] [Indexed: 01/12/2025] Open
Abstract
BACKGROUND Abundant research indicates that increased extracellular matrix (ECM) stiffness significantly enhances the malignant characteristics of hepatocellular carcinoma (HCC) cells. Plectin, an essential cytoskeletal linker protein, has recently emerged as a promoter of cancer progression, particularly in the context of cancer cell invasion and metastasis. However, the responsiveness of plectin to changes in ECM stiffness and its impact on HCC progression remain unclear. In this study, we aimed to investigate whether plectin responds to variations in ECM stiffness and to explore its involved molecular mechanisms in regulating HCC cell migration. RESULTS Our results showed that, when compared with control group (7 kPa), high ECM stiffness (53 kPa) boosts HCC cell migration by upregulating plectin and integrin β1 expression and increasing F-actin polymerization. Knockdown of integrin β1 negated the high stiffness-upregulated plectin expression. Furthermore, reducing either plectin or integrin β1 levels, or using latrunculin A, effectively prevented the high ECM stiffness-induced F-actin polymerization and HCC cell migration. CONCLUSIONS These findings demonstrate that integrin β1-plectin-F-actin axis is necessary for high matrix stiffness-driven migration of HCC cells, and provide evidence for the critical role of plectin in mechanotransduction in HCC cells.
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Affiliation(s)
- Zhihui Wang
- College of Bioengineering, Chongqing University, Chongqing, 400030, China
- Key Laboratory of Biorheological Science & Technology, Ministry of Education, Chongqing University, Chongqing, 400030, China
| | - Wenbin Wang
- College of Bioengineering, Chongqing University, Chongqing, 400030, China
- Key Laboratory of Biorheological Science & Technology, Ministry of Education, Chongqing University, Chongqing, 400030, China
| | - Qing Luo
- College of Bioengineering, Chongqing University, Chongqing, 400030, China
- Key Laboratory of Biorheological Science & Technology, Ministry of Education, Chongqing University, Chongqing, 400030, China
| | - Guanbin Song
- College of Bioengineering, Chongqing University, Chongqing, 400030, China.
- Key Laboratory of Biorheological Science & Technology, Ministry of Education, Chongqing University, Chongqing, 400030, China.
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8
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Armandi A, Rosso C, Caviglia GP, Bugianesi E. An updated overview on hepatocellular carcinoma in patients with Metabolic dysfunction-Associated Steatotic Liver Disease: Trends, pathophysiology and risk-based surveillance. Metabolism 2025; 162:156080. [PMID: 39571891 DOI: 10.1016/j.metabol.2024.156080] [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: 06/08/2024] [Revised: 11/13/2024] [Accepted: 11/14/2024] [Indexed: 11/25/2024]
Abstract
Hepatocellular carcinoma (HCC) is a relevant complication occurring in individuals with advanced Metabolic dysfunction-Associated Steatotic Liver Disease (MASLD). Recent epidemiological data suggest an alarming increase in the HCC burden worldwide, with a relevant proportion attributable to MASLD (up to 38 %), either in cirrhotic or non-cirrhotic livers. In view of the changing landscape of metabolic syndrome as "silent pandemic", this narrative review aims to provide an updated picture of the burden of HCC in individuals with MASLD. In the complex pathophysiological pathways linking insulin resistance to MASLD and cardiometabolic syndrome, metabolic inflammation appears a relevant driver of systemic as well as organ-specific complications. Novel insights from the field of immunology, gut-derived liver damage, and association with extra-hepatic cancers will be discussed. Finally, strategies for risk-based HCC surveillance (circulating biomarkers, prognostic models and polygenic risk scores) will be provided and the potential impact of novel drug targeting fibrosing Metabolic dysfunction-Associated Steatohepatitis (MASH) on incident HCC will be discussed.
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Affiliation(s)
- Angelo Armandi
- Division of Gastroenterology and Hepatology, Department of Medical Sciences, University of Turin, Corso Dogliotti 14, 10126 Torino, Italy.
| | - Chiara Rosso
- Division of Gastroenterology and Hepatology, Department of Medical Sciences, University of Turin, Corso Dogliotti 14, 10126 Torino, Italy.
| | - Gian Paolo Caviglia
- Division of Gastroenterology and Hepatology, Department of Medical Sciences, University of Turin, Corso Dogliotti 14, 10126 Torino, Italy.
| | - Elisabetta Bugianesi
- Division of Gastroenterology and Hepatology, Department of Medical Sciences, University of Turin, Corso Dogliotti 14, 10126 Torino, Italy.
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Lonardo A, Ballestri S, Baffy G, Weiskirchen R. Liver fibrosis as a barometer of systemic health by gauging the risk of extrahepatic disease. METABOLISM AND TARGET ORGAN DAMAGE 2024; 4. [DOI: 10.20517/mtod.2024.42] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/03/2025]
Abstract
This review article proposes the theory that liver fibrosis, the abnormal accumulation of excessive extracellular matrix, is not just an indicator of liver disease but also a negative reflection of overall systemic health. Liver fibrosis poses a heavy financial burden on healthcare systems worldwide and can develop due to chronic liver disease from various causes, often due to sustained inflammation. Liver fibrosis may not generate symptoms and become apparent only when it reaches the stage of cirrhosis and is associated with clinically significant portal hypertension and leads to decompensation events or promotes the development of hepatocellular carcinoma. While chronic viral hepatitis and excessive alcohol consumption were once the primary causes of chronic liver disease featuring fibrosis, this role is now increasingly taken over by metabolic dysfunction-associated steatotic liver disease (MASLD). In MASLD, endothelial dysfunction is an essential component in pathogenesis, promoting the development of liver fibrosis, but it is also present in endothelial cells of other organs such as the heart, lungs, and kidneys. Accordingly, liver fibrosis is a significant predictor of liver-related outcomes, as well as all-cause mortality, cardiovascular risk, and extrahepatic cancer. Physicians should be aware that individuals seeking medical attention for reasons unrelated to liver health may also have advanced fibrosis. Early identification of these at-risk individuals can lead to a more comprehensive assessment and the use of various treatment options, both approved and investigational, to slow or reverse the progression of liver fibrosis.
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Kim MN, Han JW, An J, Kim BK, Jin YJ, Kim SS, Lee M, Lee HA, Cho Y, Kim HY, Shin YR, Yu JH, Kim MY, Choi Y, Chon YE, Cho EJ, Lee EJ, Kim SG, Kim W, Jun DW, Kim SU, on behalf of The Korean Association for the Study of the Liver (KASL). KASL clinical practice guidelines for noninvasive tests to assess liver fibrosis in chronic liver disease. Clin Mol Hepatol 2024; 30:S5-S105. [PMID: 39159947 PMCID: PMC11493350 DOI: 10.3350/cmh.2024.0506] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/02/2024] [Revised: 08/12/2024] [Accepted: 08/16/2024] [Indexed: 08/21/2024] Open
Affiliation(s)
- Mi Na Kim
- Department of Internal Medicine, Yonsei University College of Medicine, Seoul, Korea
- Yonsei Liver Center, Severance Hospital, Seoul, Korea
| | - Ji Won Han
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, Seoul St. Mary’s Hospital, College of Medicine, The Catholic University of Korea, Seoul, Korea
| | - Jihyun An
- Department of Gastroenterology and Hepatology, Hanyang University Guri Hospital, Hanyang University College of Medicine, Guri, Korea
| | - Beom Kyung Kim
- Department of Internal Medicine, Yonsei University College of Medicine, Seoul, Korea
- Yonsei Liver Center, Severance Hospital, Seoul, Korea
| | - Young-Joo Jin
- Department of Internal Medicine, Inha University Hospital, Inha University School of Medicine, Incheon, Korea
| | - Seung-seob Kim
- Department of Radiology and Research Institute of Radiological Science, Severance Hospital, Yonsei University College of Medicine, Seoul, Korea
| | - Minjong Lee
- Department of Internal Medicine, Ewha Womans University College of Medicine, Seoul, Korea
| | - Han Ah Lee
- Department of Internal Medicine, Chung-Ang University College of Medicine, Seoul, Korea
| | - Yuri Cho
- Center for Liver and Pancreatobiliary Cancer, National Cancer Center, Goyang, Korea
| | - Hee Yeon Kim
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, Bucheon St. Mary’s Hospital, College of Medicine, The Catholic University of Korea, Seoul, Korea
| | - Yu Rim Shin
- Department of Thoracic and Cardiovascular Surgery, Yonsei University College of Medicine, Seoul, Korea
| | - Jung Hwan Yu
- Department of Internal Medicine, Inha University Hospital, Inha University School of Medicine, Incheon, Korea
| | - Moon Young Kim
- Department of Internal Medicine, Yonsei University Wonju College of Medicine, Wonju, Korea
| | - YoungRok Choi
- Department of Surgery, Seoul National University College of Medicine, Seoul National University Hospital, Seoul, Korea
| | - Young Eun Chon
- Department of Internal Medicine, Institute of Gastroenterology, CHA Bundang Medical Center, CHA University, Seongnam, Korea
| | - Eun Ju Cho
- Department of Internal Medicine and Liver Research Institute, Seoul National University College of Medicine, Seoul, Korea
| | - Eun Joo Lee
- Department of Pediatrics, Yonsei University College of Medicine, Seoul, Korea
| | - Sang Gyune Kim
- Department of Internal Medicine, Soonchunhyang University Bucheon Hospital, Bucheon, Korea
| | - Won Kim
- Department of Internal Medicine, Seoul Metropolitan Government Boramae Medical Center, Seoul National University College of Medicine, Seoul, Korea
| | - Dae Won Jun
- Department of Internal Medicine, Hanyang University Hospital, Hanyang University College of Medicine, Seoul, Korea
| | - Seung Up Kim
- Department of Internal Medicine, Yonsei University College of Medicine, Seoul, Korea
- Yonsei Liver Center, Severance Hospital, Seoul, Korea
| | - on behalf of The Korean Association for the Study of the Liver (KASL)
- Department of Internal Medicine, Yonsei University College of Medicine, Seoul, Korea
- Yonsei Liver Center, Severance Hospital, Seoul, Korea
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, Seoul St. Mary’s Hospital, College of Medicine, The Catholic University of Korea, Seoul, Korea
- Department of Gastroenterology and Hepatology, Hanyang University Guri Hospital, Hanyang University College of Medicine, Guri, Korea
- Department of Internal Medicine, Inha University Hospital, Inha University School of Medicine, Incheon, Korea
- Department of Radiology and Research Institute of Radiological Science, Severance Hospital, Yonsei University College of Medicine, Seoul, Korea
- Department of Internal Medicine, Ewha Womans University College of Medicine, Seoul, Korea
- Department of Internal Medicine, Chung-Ang University College of Medicine, Seoul, Korea
- Center for Liver and Pancreatobiliary Cancer, National Cancer Center, Goyang, Korea
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, Bucheon St. Mary’s Hospital, College of Medicine, The Catholic University of Korea, Seoul, Korea
- Department of Thoracic and Cardiovascular Surgery, Yonsei University College of Medicine, Seoul, Korea
- Department of Internal Medicine, Yonsei University Wonju College of Medicine, Wonju, Korea
- Department of Surgery, Seoul National University College of Medicine, Seoul National University Hospital, Seoul, Korea
- Department of Internal Medicine, Institute of Gastroenterology, CHA Bundang Medical Center, CHA University, Seongnam, Korea
- Department of Internal Medicine and Liver Research Institute, Seoul National University College of Medicine, Seoul, Korea
- Department of Pediatrics, Yonsei University College of Medicine, Seoul, Korea
- Department of Internal Medicine, Soonchunhyang University Bucheon Hospital, Bucheon, Korea
- Department of Internal Medicine, Seoul Metropolitan Government Boramae Medical Center, Seoul National University College of Medicine, Seoul, Korea
- Department of Internal Medicine, Hanyang University Hospital, Hanyang University College of Medicine, Seoul, Korea
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Pons M, Rivera-Esteban J, Ma MM, Davyduke T, Delamarre A, Hermabessière P, Dupuy J, Wong GLH, Yip TCF, Pennisi G, Tulone A, Cammà C, Petta S, de Lédinghen V, Wong VWS, Augustin S, Pericàs JM, Abraldes JG, Genescà J. Point-of-Care Noninvasive Prediction of Liver-Related Events in Patients With Nonalcoholic Fatty Liver Disease. Clin Gastroenterol Hepatol 2024; 22:1637-1645.e9. [PMID: 37573987 DOI: 10.1016/j.cgh.2023.08.004] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/07/2023] [Revised: 06/09/2023] [Accepted: 08/02/2023] [Indexed: 08/15/2023]
Abstract
BACKGROUND & AIMS Individual risk prediction of liver-related events (LRE) is needed for clinical assessment of nonalcoholic fatty liver disease (NAFLD)/nonalcoholic steatohepatitis (NASH) patients. We aimed to provide point-of-care validated liver stiffness measurement (LSM)-based risk prediction models for the development of LRE in patients with NAFLD, focusing on selecting patients for clinical trials at risk of clinical events. METHODS Two large multicenter cohorts were evaluated, 2638 NAFLD patients covering all LSM values as the derivation cohort and 679 more advanced patients as the validation cohort. We used Cox regression to develop and validate risk prediction models based on LSM alone, and the ANTICIPATE and ANTICIPATE-NASH models for clinically significant portal hypertension. The main outcome of the study was the rate of LRE in the first 3 years after initial assessment. RESULTS The 3 predictive models had similar performance in the derivation cohort with a very high discriminative value (c-statistic, 0.87-0.91). In the validation cohort, the LSM-LRE alone model had a significant inferior discrimination (c-statistic, 0.75) compared with the other 2 models, whereas the ANTICIPATE-NASH-LRE model (0.81) was significantly better than the ANTICIPATE-LRE model (0.79). In addition, the ANTICIPATE-NASH-LRE model presented very good calibration in the validation cohort (integrated calibration index, 0.016), and was better than the ANTICIPATE-LRE model. CONCLUSIONS The ANTICIPATE-LRE models, and especially the ANTICIPATE-NASH-LRE model, could be valuable validated clinical tools to individually assess the risk of LRE at 3 years in patients with NAFLD/NASH.
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Affiliation(s)
- Mònica Pons
- Liver Unit, Department of Internal Medicine, Hospital Universitari Vall d'Hebron, Vall d'Hebron Institut de Recerca, Vall d'Hebron Barcelona Hospital Campus, Universitat Autònoma de Barcelona, Barcelona, Spain.
| | - Jesús Rivera-Esteban
- Liver Unit, Department of Internal Medicine, Hospital Universitari Vall d'Hebron, Vall d'Hebron Institut de Recerca, Vall d'Hebron Barcelona Hospital Campus, Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Mang M Ma
- Liver Unit, Division of Gastroenterology, University of Alberta, Edmonton, Canada
| | - Tracy Davyduke
- Liver Unit, Division of Gastroenterology, University of Alberta, Edmonton, Canada
| | - Adèle Delamarre
- Service d'Hepatologie et de Transplantation Hepatique, Centre Hospitalier Universitaire Bordeaux et Bordeaux Institute of Oncology, Bordeaux, France; INSERM U1312, Université de Bordeaux, Bordeaux, France
| | - Paul Hermabessière
- Service d'Hepatologie et de Transplantation Hepatique, Centre Hospitalier Universitaire Bordeaux et Bordeaux Institute of Oncology, Bordeaux, France
| | - Julie Dupuy
- Service d'Hepatologie et de Transplantation Hepatique, Centre Hospitalier Universitaire Bordeaux et Bordeaux Institute of Oncology, Bordeaux, France
| | - Grace Lai-Hung Wong
- State Key Laboratory of Digestive Disease, The Chinese University of Hong Kong, Hong Kong; Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong
| | - Terry Cheuk-Fung Yip
- State Key Laboratory of Digestive Disease, The Chinese University of Hong Kong, Hong Kong; Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong
| | - Grazia Pennisi
- Section of Gastroenterology and Hepatology, Dipartimento Di Promozione Della Salute, Materno Infantile, Medicina Interna e Specialistica Di Eccellenza, University of Palermo, Palermo, Italy
| | - Adele Tulone
- Section of Gastroenterology and Hepatology, Dipartimento Di Promozione Della Salute, Materno Infantile, Medicina Interna e Specialistica Di Eccellenza, University of Palermo, Palermo, Italy
| | - Calogero Cammà
- Section of Gastroenterology and Hepatology, Dipartimento Di Promozione Della Salute, Materno Infantile, Medicina Interna e Specialistica Di Eccellenza, University of Palermo, Palermo, Italy
| | - Salvatore Petta
- Section of Gastroenterology and Hepatology, Dipartimento Di Promozione Della Salute, Materno Infantile, Medicina Interna e Specialistica Di Eccellenza, University of Palermo, Palermo, Italy
| | - Victor de Lédinghen
- Service d'Hepatologie et de Transplantation Hepatique, Centre Hospitalier Universitaire Bordeaux et Bordeaux Institute of Oncology, Bordeaux, France; INSERM U1312, Université de Bordeaux, Bordeaux, France
| | - Vincent Wai-Sun Wong
- State Key Laboratory of Digestive Disease, The Chinese University of Hong Kong, Hong Kong; Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong
| | - Salvador Augustin
- Liver Unit, Department of Internal Medicine, Hospital Universitari Vall d'Hebron, Vall d'Hebron Institut de Recerca, Vall d'Hebron Barcelona Hospital Campus, Universitat Autònoma de Barcelona, Barcelona, Spain; Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas, Instituto de Salud Carlos III, Madrid, Spain
| | - Juan Manuel Pericàs
- Liver Unit, Department of Internal Medicine, Hospital Universitari Vall d'Hebron, Vall d'Hebron Institut de Recerca, Vall d'Hebron Barcelona Hospital Campus, Universitat Autònoma de Barcelona, Barcelona, Spain; Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas, Instituto de Salud Carlos III, Madrid, Spain.
| | - Juan G Abraldes
- Liver Unit, Division of Gastroenterology, University of Alberta, Edmonton, Canada
| | - Joan Genescà
- Liver Unit, Department of Internal Medicine, Hospital Universitari Vall d'Hebron, Vall d'Hebron Institut de Recerca, Vall d'Hebron Barcelona Hospital Campus, Universitat Autònoma de Barcelona, Barcelona, Spain; Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas, Instituto de Salud Carlos III, Madrid, Spain
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12
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Ferraioli G, Barr RG, Berzigotti A, Sporea I, Wong VWS, Reiberger T, Karlas T, Thiele M, Cardoso AC, Ayonrinde OT, Castera L, Dietrich CF, Iijima H, Lee DH, Kemp W, Oliveira CP, Sarin SK. WFUMB Guideline/Guidance on Liver Multiparametric Ultrasound: Part 1. Update to 2018 Guidelines on Liver Ultrasound Elastography. ULTRASOUND IN MEDICINE & BIOLOGY 2024; 50:1071-1087. [PMID: 38762390 DOI: 10.1016/j.ultrasmedbio.2024.03.013] [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: 01/24/2024] [Revised: 03/20/2024] [Accepted: 03/25/2024] [Indexed: 05/20/2024]
Abstract
The World Federation for Ultrasound in Medicine and Biology (WFUMB) endorsed the development of this document on multiparametric ultrasound. Part 1 is an update to the WFUMB Liver Elastography Guidelines Update released in 2018 and provides new evidence on the role of ultrasound elastography in chronic liver disease. The recommendations in this update were made and graded using the Oxford classification, including level of evidence (LoE), grade of recommendation (GoR) and proportion of agreement (Oxford Centre for Evidence-Based Medicine [OCEBM] 2009). The guidelines are clinically oriented, and the role of shear wave elastography in both fibrosis staging and prognostication in different etiologies of liver disease is discussed, highlighting advantages and limitations. A comprehensive section is devoted to the assessment of portal hypertension, with specific recommendations for the interpretation of liver and spleen stiffness measurements in this setting.
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Affiliation(s)
- Giovanna Ferraioli
- Department of Clinical, Surgical, Diagnostic and Pediatric Sciences, University of Pavia, Pavia, Italy.
| | - Richard Gary Barr
- Department of Radiology, Northeastern Ohio Medical University, Rootstown, Ohio, USA; Southwoods Imaging, Youngstown, Ohio, USA
| | - Annalisa Berzigotti
- Department of Visceral Surgery and Medicine, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
| | - Ioan Sporea
- Division of Gastroenterology and Hepatology, Department of Internal Medicine II, Center for Advanced Research in Gastroenterology and Hepatology, "Victor Babeș" University of Medicine and Pharmacy, Timișoara, Romania
| | - Vincent Wai-Sun Wong
- Medical Data Analytics Centre, Department of Medicine and Therapeutics, Chinese University of Hong Kong, Hong Kong, China; State Key Laboratory of Digestive Disease, Institute of Digestive Disease, Chinese University of Hong Kong, Hong Kong, China
| | - Thomas Reiberger
- Division of Gastroenterology and Hepatology, Department of Medicine III, Medical University of Vienna, Vienna, Austria; Christian-Doppler Laboratory for Portal Hypertension and Liver Fibrosis, Medical University of Vienna, Vienna, Austria
| | - Thomas Karlas
- Division of Gastroenterology, Department of Medicine II, Leipzig University Medical Center, Leipzig, Germany
| | - Maja Thiele
- Center for Liver Research, Department of Gastroenterology and Hepatology, Odense University Hospital, Odense, Denmark; Department for Clinical Research, University of Southern Denmark, Odense, Denmark
| | - Ana Carolina Cardoso
- Hepatology Division, School of Medicine, Federal University of Rio de Janeiro, Clementino, Fraga Filho Hospital, Rua Prof. Rodolpho Paulo Rocco, Cidade Universitária da Universidade Federal do Rio de Janeiro, Rio de Janeiro, Brazil
| | - Oyekoya Taiwo Ayonrinde
- Department of Gastroenterology and Hepatology, Fiona Stanley Hospital, Murdoch, Western Australia, Australia; Medical School, University of Western Australia, Crawley, Western Australia, Australia; Curtin Medical School, Curtin University, Kent Street, Bentley, Western Australia, Australia
| | - Laurent Castera
- Université Paris-Cité, Inserm UMR1149, Centre de Recherche sur l'Inflammation, Paris, France; Service d'Hépatologie, Hôpital Beaujon, Assistance-Publique Hôpitaux de Paris, Clichy, France
| | - Christoph Frank Dietrich
- Department Allgemeine Innere Medizin (DAIM), Kliniken Hirslanden Beau Site, Salem and Permancence, Bern, Switzerland
| | - Hiroko Iijima
- Division of Hepatobiliary and Pancreatic Disease, Department of Gastroenterology, Hyogo Medical University, Nishinomiya, Hyogo, Japan; Ultrasound Imaging Center, Hyogo Medical University, Nishinomiya, Hyogo, Japan
| | - Dong Ho Lee
- Department of Radiology, Seoul National University Hospital, College of Medicine, Seoul National University, Seoul, Republic of Korea
| | - William Kemp
- Department of Gastroenterology, Alfred Hospital, Melbourne, Australia; Department of Medicine, Central Clinical School, Monash University, Melbourne, Australia
| | - Claudia P Oliveira
- Gastroenterology Department, Laboratório de Investigação (LIM07), Hospital das Clínicas de São Paulo, HCFMUSP, Faculdade de Medicina, Universidade de São Paulo, São Paulo, Brazil
| | - Shiv Kumar Sarin
- Department of Hepatology, Institute of Liver and Biliary Sciences, Vasant Kunj, New Delhi, India
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13
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Tincopa MA, Loomba R. Noninvasive Tests to Assess Fibrosis and Disease Severity in Metabolic Dysfunction-Associated Steatotic Liver Disease. Semin Liver Dis 2024; 44:287-299. [PMID: 38981691 DOI: 10.1055/s-0044-1788277] [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: 07/11/2024]
Abstract
Risk of disease progression and clinical outcomes in metabolic dysfunction-associated steatotic liver disease (MASLD) is associated with fibrosis stage and presence of "at-risk metabolic dysfunction-associated steatohepatitis (MASH)." Although liver biopsy is considered the gold standard to diagnose MASH and stage of fibrosis, biopsy is infrequently performed in clinical practice and has associated sampling error, lack of interrater reliability, and risk for procedural complications. Noninvasive tests (NITs) are routinely used in clinical practice for risk stratification of patients with MASLD. Several NITs are being developed for detecting "at-risk MASH" and cirrhosis. Clinical care guidelines apply NITs to identify patients needing subspecialty referral. With recently approved Food and Drug Administration treatment for MASH and additional emerging pharmacotherapy, NITs will identify patients who will most benefit from treatment, monitor treatment response, and assess risk for long-term clinical outcomes. In this review, we examine the performance of NITs to detect "at-risk MASH," fibrosis stage, response to treatment, and risk of clinical outcomes in MASLD and MASH.
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Affiliation(s)
- Monica A Tincopa
- Division of Gastroenterology and Hepatology, MASLD Research Center, University of California at San Diego, La Jolla, California
| | - Rohit Loomba
- Division of Gastroenterology and Hepatology, MASLD Research Center, University of California at San Diego, La Jolla, California
- School of Public Health, University of California at San Diego, La Jolla, California
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14
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Mu Y, Peng C, Chang H, Wang S, Zuo X. Prognostic value of liver stiffness in metabolic dysfunction-associated steatotic liver disease: a systematic review and meta-analysis. REVISTA ESPANOLA DE ENFERMEDADES DIGESTIVAS 2024; 116:416-422. [PMID: 38685902 DOI: 10.17235/reed.2024.10353/2024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/02/2024]
Abstract
BACKGROUND AND AIMS liver stiffness measurement, assessed by vibration-controlled transient elastography, has been recognized as a powerful tool for liver fibrosis assessment. The potential of liver stiffness measurement to predict clinically relevant outcomes in fatty liver disease has received considerable attention. This study aimed to investigate the prediction of liver-related events in metabolic dysfunction-associated steatotic liver disease patients by liver stiffness measurement value on transient elastography. METHODS the electronic databases including PubMed, EMBASE, Cochrane Library, and ClinicalTrials.gov until 6 September 2023 were systematically searched. The hazard ratios adjusted for confounders were extracted and pooled by random-effects model analysis. RESULTS a total of 20,587 individuals from seven studies were included. The pooled hazard ratios (HRs) were 18.65 (95 % CI: 9.95-34.95, p < 0.01, I2 = 0 %) in the stratification analysis of the highest versus lowest liver stiffness measurement categories. In 1-kPa analysis, the risk of liver-related events was increased with 1 kPa increment (HR 1.05, 95 % CI: 1.03-1.07, p < 0.01, I2 = 74.47 %). CONCLUSIONS metabolic dysfunction-associated steatotic liver disease patients with high liver stiffness measurement values were at an increased risk of liver-related events. Liver stiffness measurement can be used as a prognostic tool to achieve risk stratification in fatty liver patients.
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Affiliation(s)
- Yijun Mu
- Gastroenterology, Qilu Hospital of Shandong University, china
| | - Cheng Peng
- Gastroenterology, Qilu Hospital of Shandong University, china
| | - Huijun Chang
- Gastroenterology, Qilu Hospital of Shandong University, china
| | - Shaotong Wang
- Gastroenterology, Qilu Hospital of Shandong University, china
| | - Xiuli Zuo
- Gastroenterology, Qilu Hospital of Shandong University, china
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15
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Amoroso M, Augustin S, Moosmang S, Gashaw I. Non-invasive biomarkers prognostic of decompensation events in NASH cirrhosis: a systematic literature review. J Mol Med (Berl) 2024; 102:841-858. [PMID: 38753041 PMCID: PMC11213726 DOI: 10.1007/s00109-024-02448-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2023] [Revised: 02/23/2024] [Accepted: 04/17/2024] [Indexed: 06/29/2024]
Abstract
Liver cirrhosis due to nonalcoholic steatohepatitis (NASH) is a life-threatening condition with increasing incidence world-wide. Although its symptoms are unspecific, it can lead to decompensation events such as ascites, hepatic encephalopathy, variceal hemorrhage, and hepatocellular carcinoma (HCC). In addition, an increased risk for cardiovascular events has been demonstrated in patients with NASH. Pharmacological treatments for NASH cirrhosis are not yet available, one of the reasons being the lack in surrogate endpoints available in clinical trials of NASH cirrhosis. The feasibility of non-invasive prognostic biomarkers makes them interesting candidates as possible surrogate endpoints if their change following treatment would result in better outcomes for patients in future clinical trials of NASH cirrhosis. In this systematic literature review, a summary of the available literature on the prognostic performance of non-invasive biomarkers in terms of cardiovascular events, liver-related events, and mortality is outlined. Due to the scarcity of data specific for NASH cirrhosis, this review includes studies on NAFLD whose evaluation focuses on cirrhosis. Our search strategy identified the following non-invasive biomarkers with prognostic value in studies of NASH patients: NAFLD fibrosis score (NFS), Fibrosis-4 (FIB-4), aspartate aminotransferase (AST) to platelet ratio index (APRI), enhanced liver fibrosis (ELF™), BARD (BMI, AST/ALT (alanine aminotransferase) ratio, diabetes), Hepamet Fibrosis Score (HFS), liver enzymes (AST + ALT), alpha-fetoprotein, platelet count, neutrophil to lymphocyte ratio (NLR), Lysyl oxidase-like (LOXL) 2, miR-122, liver stiffness, MEFIB (liver stiffness measured with magnetic resonance elastography (MRE) + FIB-4), and PNPLA3 GG genotype. The aim of the present systematic literature review is to provide the reader with a summary of the non-invasive biomarkers with prognostic value in NASH cirrhosis and give an evaluation of their utility as treatment monitoring biomarkers in future clinical trials.
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Affiliation(s)
| | | | - Sven Moosmang
- Boehringer Ingelheim Pharma GmbH, Ingelheim, Germany
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16
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Andreu-Mateu C, Andreu-Vilarroig C, Sánchez-Bermejo N, Santamaría C, Tosca-Segura R. Analysis and prediction of long-term survival using a clinically applicable risk score based on the Electronic Health Record. Int J Med Inform 2024; 187:105470. [PMID: 38701642 DOI: 10.1016/j.ijmedinf.2024.105470] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2024] [Revised: 04/20/2024] [Accepted: 04/28/2024] [Indexed: 05/05/2024]
Abstract
BACKGROUND The long-term survival of a population assigned to a hospital can be essential to anticipate, manage, and provide appropriate hospital healthcare resources or lead preventive actions for high-risk mortality individuals. In this study, we discriminate which electronic health record variables are most relevant to predict the long-term survival of a population, and apply the results to identify high-risk mortality groups. MATERIALS AND METHODS A prospective cohort study was conducted on a population of 113,403 individuals alive on July 1st, 2018 from the General Hospital of Castellón (Spain). Considering electronic health record patients' variables and survival days from the start date of the study, a Kaplan-Meier analysis and a multivariate Cox regression model were performed, and a risk score based on Cox coefficients was applied to predict survival over 3 years. RESULTS All significant covariates from the Cox model (91.5% c-index) were associated with increased mortality risk. Using the proposed risk score, Kaplan-Meier curves show that survival probability in the 3rd year is 99.23% (95% confidence interval (CI) 99.18-99.29) for the low-risk, 91.21% (95% CI 90.67-91.76) for medium-risk, 76.52% (95% CI 75.59-77.46) for the high-risk, and 48.61 % (95% CI 46.85-50.36) for the very high-risk groups. DISCUSSION The Cox model obtained is highly predictive, and it has been found that some electronic health record variables little studied to date, such as Clinical Risk Groups, have a strong impact on survival. Regarding clinical application, the proposed risk score is particularly useful for identifying high-risk subpopulations within a large population.
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Affiliation(s)
| | - Carlos Andreu-Vilarroig
- Instituto de Matemática Multidisciplinar, Universitat Politècnica de València, Valencia, Spain.
| | - Néstor Sánchez-Bermejo
- Instituto de Matemática Multidisciplinar, Universitat Politècnica de València, Valencia, Spain
| | - Cristina Santamaría
- Instituto de Matemática Multidisciplinar, Universitat Politècnica de València, Valencia, Spain
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Hegmar H, Wester A, Aleman S, Backman J, Degerman E, Ekvall H, Lund K, Lundgren Å, Nasr P, Shahnavaz A, Vessby J, Westin J, Önnerhag K, Hagström H. Liver stiffness predicts progression to liver-related events in patients with chronic liver disease - A cohort study of 14 414 patients. Liver Int 2024; 44:1689-1699. [PMID: 38560775 DOI: 10.1111/liv.15919] [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: 11/29/2023] [Revised: 02/15/2024] [Accepted: 03/19/2024] [Indexed: 04/04/2024]
Abstract
BACKGROUND & AIMS Liver stiffness measurement (LSM) by vibration-controlled transient elastography (VCTE) is a non-invasive diagnostic biomarker of liver fibrosis. It is uncertain if LSM can predict risk for future liver-related outcomes in large, heterogenous populations. METHODS This Swedish multi-centre cohort study included patients (n = 14 414) from 16 sites who underwent LSM by VCTE between 2008 and 2020. Outcomes were ascertained from national registers. We investigated progression to cirrhosis with portal hypertension or hepatocellular carcinoma (HCC), separately. Cox regression was used to obtain hazard ratios (HRs). Harrel's C-index was used to measure discrimination of VCTE. RESULTS Included patients had a median age of 46 (interquartile range 34-57), median LSM of 5.9 kPa (4.6-8.0), 59% were male, and the majority had hepatitis C (50.1%). During a median follow-up of 5.9 (4.3-8.0) years, 402 patients (2.7%) developed cirrhosis with portal hypertension. In patients with an LSM ≥25 kPa, 28.7% developed cirrhosis with portal hypertension within 5 years of follow-up, while only .6% of patients with an LSM <10 kPa did. This translated to a HR of 48.3 (95% confidence interval = 37.6-62.0). VCTE had a high discriminative ability, with C-indices above .80 for most liver diseases, including .82 for MASLD. Similar findings were seen for incident HCC. CONCLUSIONS Increased LSM by VCTE was associated with an increased risk of progression to both cirrhosis with portal hypertension, and to HCC, and had a high discriminative ability across different aetiologies of chronic liver diseases. These results support the use of VCTE to guide follow-up and treatment decisions.
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Affiliation(s)
- Hannes Hegmar
- Division of Hepatology, Department of Upper GI, Karolinska University Hospital, Stockholm, Sweden
- Department of Medicine, Huddinge, Karolinska Institutet, Stockholm, Sweden
| | - Axel Wester
- Department of Medicine, Huddinge, Karolinska Institutet, Stockholm, Sweden
| | - Soo Aleman
- Department of Infectious Diseases, Karolinska University Hospital, Stockholm, Sweden
| | - Jens Backman
- Department of Infectious Diseases, University Hospital of Umeå, Umeå, Sweden
| | - Erik Degerman
- Department of Infectious Diseases, Falun Hospital, Falun, Sweden
| | - Håkan Ekvall
- Department of Infectious Diseases, Sundsvall-Härnösand Regional Hospital, Sundsvall, Sweden
| | - Katarina Lund
- Department of Infectious Diseases, Northern Älvsborg County Hospital, Trollhättan, Sweden
| | - Åsa Lundgren
- Department of Infectious Diseases, Central Hospital, Kristianstad, Sweden
| | - Patrik Nasr
- Department of Medicine, Huddinge, Karolinska Institutet, Stockholm, Sweden
- Department of Gastroenterology and Hepatology, Department of Health, Medicine and Caring Sciences, Linköping University, Linköping, Sweden
| | - Afshin Shahnavaz
- Department of Infectious Diseases, Södra Älvsborgs Hospital, Borås, Sweden
| | - Johan Vessby
- Department of Medical Sciences, Gastroenterology Research Group, Uppsala University, Uppsala, Sweden
| | - Johan Westin
- Department of Infectious Diseases, Sahlgrenska University Hospital, Gothenburg, Sweden
| | - Kristina Önnerhag
- Department of Gastroenterology and Hepatology, Skåne University Hospital, Malmö, Sweden
| | - Hannes Hagström
- Division of Hepatology, Department of Upper GI, Karolinska University Hospital, Stockholm, Sweden
- Department of Medicine, Huddinge, Karolinska Institutet, Stockholm, Sweden
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Jamalinia M, Lonardo A. Perspective article: determinants and assessment of cardiovascular risk in steatotic liver disease owing to metabolic dysfunction-addressing the challenge. METABOLISM AND TARGET ORGAN DAMAGE 2024; 4. [DOI: 10.20517/mtod.2024.34] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/03/2025]
Abstract
Metabolic dysfunction-associated steatotic liver disease (MASLD) stands as an independent risk factor for cardiovascular disease (CVD), which is the leading cause of mortality among MASLD patients. The diverse spectrum of cardio-nephro-metabolic and vascular manifestations inherent in MASLD highlights the complex profile of CVD risk associated with this condition. However, current approaches to assessing CVD risk in MASLD lack specificity, predominantly relying on traditional markers. Although it is widely accepted that patients with advanced fibrosis are more prone to CVD risk, recent evidence suggests that this isolated focus may overlook the remarkable phenotypic variability of this CVD risk across the entire MASLD population. Emerging data indicate a progressive escalation of CVD risk in parallel with the severity of MASLD, highlighting the need for precise disease staging to inform accurate risk assessment. To address this challenge, we propose a novel sequential approach to CVD risk assessment in MASLD. While traditional CVD risk factors remain essential, incorporating liver-specific parameters enhances risk stratification and guides targeted interventions to mitigate the substantial burden of cardiovascular disease in this vulnerable population. This approach involves initial screening using FIB-4 and NAFLD fibrosis score, followed by assessment of liver fibrosis with imaging-based non-invasive techniques in individuals at intermediate-high risk for advanced fibrosis and liver fat quantification in low-risk individuals. Future prospective investigations should focus on the simultaneous use of liver biomarkers and imaging modalities to evaluate, in a sex-specific manner, the efficacy of the proposed approach and to determine optimal thresholds of liver fibrosis and steatosis for optimal CVD risk assessment.
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19
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Kaplan DE, Ripoll C, Thiele M, Fortune BE, Simonetto DA, Garcia-Tsao G, Bosch J. AASLD Practice Guidance on risk stratification and management of portal hypertension and varices in cirrhosis. Hepatology 2024; 79:1180-1211. [PMID: 37870298 DOI: 10.1097/hep.0000000000000647] [Citation(s) in RCA: 103] [Impact Index Per Article: 103.0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/16/2023] [Accepted: 10/16/2023] [Indexed: 10/24/2023]
Affiliation(s)
- David E Kaplan
- Department of Medicine, Division of Gastroenterology and Hepatology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Gastroenterology Section, Corporal Michael J. Crescenz VA Medical Center, Philadelphia, PA USA
| | - Cristina Ripoll
- Internal Medicine IV, Jena University Hospital, Friedrich Schiller University, Jena, Germany
| | - Maja Thiele
- Department of Gastroenterology and Hepatology, Odense University Hospital, Odense, Denmark; Institute of Clinical Research, University of Southern Denmark, Odense, Denmark
| | - Brett E Fortune
- Department of Gastroenterology, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY, USA
| | - Douglas A Simonetto
- Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, MN, USA
| | | | - Jaime Bosch
- Department of Visceral Surgery and Medicine, Inselspital, Bern University Hospital, University of Bern, Switzerland
- Institut d'Investigacions Biomèdiques August Pi I Sunyer (IDIBAPS) and CIBERehd, University of Barcelona, Spain
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20
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Machado MV. The Growing Landscape of NAFLD-Associated Hepatocellular Carcinoma and Its Impact in Surveillance. GE PORTUGUESE JOURNAL OF GASTROENTEROLOGY 2024; 31:14-23. [PMID: 38314031 PMCID: PMC10836954 DOI: 10.1159/000531397] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 12/22/2022] [Accepted: 04/24/2023] [Indexed: 02/06/2024]
Abstract
Liver cancer is globally the third leading cause of death from cancer. Hepatocellular carcinoma (HCC) develops in patients with underlying liver disease. The fraction of HCC attributed to nonalcoholic fatty liver disease (NAFLD) shows an accelerated increase in the last decades, being already responsible for 15% of all HCC cases. Similar to other causes of liver cirrhosis, patients with NAFLD-associated cirrhosis should be enrolled in HCC-screening programs, yet these patients are under-screened, and currently are less than half likely to be proposed for HCC screening as compared to patients with HCV-associated cirrhosis. NAFLD-associated HCC has the peculiarity of occurring in precirrhotic phases in 20-50% of the cases. Currently, HCC screening in precirrhotic NAFLD patients is not routinely recommended, since the risk of developing HCC is very low. However, because NAFLD affects one-third of the worldwide population, noncirrhotic NAFLD already accounts for 6% of HCC cases. As such, it is pressing to develop stratification tools, in order to personalize the individual risk of HCC development in a patient with NAFLD, allowing precision HCC-screening programs. This review summarizes the epidemiology of NAFLD-associated HCC with a critical analysis of current HCC-screening recommendations.
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Affiliation(s)
- Mariana Verdelho Machado
- Serviço de Gastrenterologia, Hospital de Vila Franca de Xira, Lisbon, Portugal
- Faculdade de Medicina, Universidade de Lisboa, Lisbon, Portugal
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Weinstein G, O'Donnell A, Frenzel S, Xiao T, Yaqub A, Yilmaz P, de Knegt RJ, Maestre GE, Melo van Lent D, Long M, Gireud‐Goss M, Ittermann T, Frost F, Bülow R, Vasan RS, Grabe HJ, Ikram MA, Beiser AS, Seshadri S. Nonalcoholic fatty liver disease, liver fibrosis, and structural brain imaging: The Cross-Cohort Collaboration. Eur J Neurol 2024; 31:e16048. [PMID: 37641505 PMCID: PMC10840827 DOI: 10.1111/ene.16048] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2023] [Revised: 08/11/2023] [Accepted: 08/15/2023] [Indexed: 08/31/2023]
Abstract
BACKGROUND AND PURPOSE Prior studies reported conflicting findings regarding the association of nonalcoholic fatty liver disease (NAFLD) and liver fibrosis with measures of brain health. We examined whether NAFLD and liver fibrosis are associated with structural brain imaging measures in middle- and old-age adults. METHODS In this cross-sectional study among dementia- and stroke-free individuals, data were pooled from the Offspring and Third Generation cohorts of the Framingham Heart Study (FHS), the Rotterdam Study (RS), and the Study of Health in Pomerania. NAFLD was assessed through abdominal imaging. Transient hepatic elastography (FibroScan) was used to assess liver fibrosis in FHS and RS. Linear regression models were used to explore the relation of NAFLD and liver fibrosis with brain volumes, including total brain, gray matter, hippocampus, and white matter hyperintensities, adjusting for potential confounders. Results were combined using fixed effects meta-analysis. RESULTS In total, 5660 and 3022 individuals were included for NAFLD and liver fibrosis analyses, respectively. NAFLD was associated with smaller volumes of total brain (β = -3.5, 95% confidence interval [CI] = -5.4 to -1.7), total gray matter (β = -1.9, 95% CI = -3.4 to -0.3), and total cortical gray matter (β = -1.9, 95% CI = -3.7 to -0.01). In addition, liver fibrosis (defined as liver stiffness measure ≥8.2 kPa) was related to smaller total brain volumes (β = -7.3, 95% CI = -11.1 to -3.5). Heterogeneity between studies was low. CONCLUSIONS NAFLD and liver fibrosis may be directly related to brain aging. Larger and prospective studies are warranted to validate these findings and identify liver-related preventive strategies for neurodegeneration.
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Affiliation(s)
| | - Adrienne O'Donnell
- Department of BiostatisticsBoston University School of Public HealthBostonMassachusettsUSA
- Framingham StudyFraminghamMassachusettsUSA
| | - Stefan Frenzel
- Department of Psychiatry and PsychotherapyUniversity Medicine GreifswaldGreifswaldGermany
| | - Tian Xiao
- Department of EpidemiologyErasmus University Medical CenterRotterdamthe Netherlands
| | - Amber Yaqub
- Department of EpidemiologyErasmus University Medical CenterRotterdamthe Netherlands
| | - Pinar Yilmaz
- Department of Radiology & Nuclear MedicineErasmus University Medical CenterRotterdamthe Netherlands
| | - Robert J. de Knegt
- Department of Gastroenterology and HepatologyErasmus University Medical CenterRotterdamthe Netherlands
| | - Gladys E. Maestre
- Neurosciences Laboratory, Biological Research Institute and Research Institute of Cardiovascular Diseases, Faculty of MedicineUniversidad del Zulia Maracaibo VenezuelaMaracaiboVenezuela
- Division of Neurosciences, Department of Biomedical SciencesUniversity of Texas Rio Grande Valley School of MedicineEdinburgTexasUSA
| | - Debora Melo van Lent
- Framingham StudyFraminghamMassachusettsUSA
- Glenn Biggs Institute for Alzheimer's and Neurodegenerative DiseasesUniversity of Texas Health Sciences CenterSan AntonioTexasUSA
- Department of NeurologyBoston University School of MedicineBostonMassachusettsUSA
| | - Michelle Long
- Section of Gastroenterology, Boston Medical CenterBoston University School of MedicineBostonMassachusettsUSA
| | - Monica Gireud‐Goss
- Glenn Biggs Institute for Alzheimer's and Neurodegenerative DiseasesUniversity of Texas Health Sciences CenterSan AntonioTexasUSA
| | - Till Ittermann
- Institute for Community MedicineUniversity Medicine GreifswaldGreifswaldGermany
| | - Fabian Frost
- Department of Medicine AUniversity Medicine GreifswaldGreifswaldGermany
| | - Robin Bülow
- Institute for Diagnostic Radiology and NeuroradiologyUniversity Medicine GreifswaldGreifswaldGermany
| | - Ramachandran S. Vasan
- Framingham StudyFraminghamMassachusettsUSA
- Section of Preventive Medicine and Epidemiology, Department of MedicineBoston University School of MedicineBostonMassachusettsUSA
- Department of EpidemiologyBoston University School of Public HealthBostonMassachusettsUSA
| | - Hans J. Grabe
- Department of Psychiatry and PsychotherapyUniversity Medicine GreifswaldGreifswaldGermany
- German Center for Neurodegenerative Disease, partner site Rostock/GreifswaldRostockGermany
| | - M. Arfan Ikram
- Department of EpidemiologyErasmus University Medical CenterRotterdamthe Netherlands
- Department of Radiology & Nuclear MedicineErasmus University Medical CenterRotterdamthe Netherlands
| | - Alexa S. Beiser
- Department of BiostatisticsBoston University School of Public HealthBostonMassachusettsUSA
- Framingham StudyFraminghamMassachusettsUSA
- Department of EpidemiologyBoston University School of Public HealthBostonMassachusettsUSA
| | - Sudha Seshadri
- Framingham StudyFraminghamMassachusettsUSA
- Glenn Biggs Institute for Alzheimer's and Neurodegenerative DiseasesUniversity of Texas Health Sciences CenterSan AntonioTexasUSA
- Department of NeurologyBoston University School of MedicineBostonMassachusettsUSA
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22
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Zhang X, Li G, Lin H, Wong VWS, Wong GLH. Noninvasive evaluation of liver fibrosis in MASLD—Imaging/elastography based. METABOLIC STEATOTIC LIVER DISEASE 2024:151-166. [DOI: 10.1016/b978-0-323-99649-5.00005-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/04/2025]
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Ciardullo S, Muraca E, Zerbini F, Perseghin G. Liver stiffness is associated with all-cause mortality in patients with NAFLD: A systematic review and meta-analysis. Liver Int 2023; 43:2604-2610. [PMID: 37724792 DOI: 10.1111/liv.15742] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/07/2023] [Revised: 07/22/2023] [Accepted: 09/04/2023] [Indexed: 09/21/2023]
Abstract
BACKGROUND AND AIMS Several studies reported an association between liver stiffness measurement (LSM) obtained through vibration-controlled transient elastography (VCTE) and all-cause mortality in patients with nonalcoholic fatty liver disease (NAFLD). The objective of this systematic review and meta-analysis was to summarize available evidence on the nature and magnitude of this association. METHODS We systematically searched PubMed-MEDLINE and Scopus up to April 2023 for observational cohort studies in which LSM was measured with VCTE in patients with NAFLD or in general population settings, with a follow-up ≥1 year and with available data on all-cause mortality. Measures of association from individual studies were meta-analysed using random effects models. Of the 517 titles initially scrutinized, we included seven studies with data on 18 771 participants (47.1% male) and a mean follow-up of 3.6 years. We included effect estimates obtained in the models with the highest degree of adjustment for potential confounders available in each study. RESULTS When analysed as a categorical variable based on specific LSM cut-offs, liver fibrosis was associated with an increased risk of all-cause death (HR 2.10, 95% CI 1.56-2.83; test for overall effect z = 4.919, p < 0.001). Results were consistent when LSM was considered as a continuous variable (HR for 1 kPa increase: 1.03, 95% CI 1.01-1.05; test for overall effect z = 3.341, p = 0.001). There was borderline significant heterogeneity among the studies (I2 = 50.2% and I2 = 66.7% in the two analyses, respectively). No significant publication bias was detected by funnel plot analysis and Egger's and Begg's tests. CONCLUSION The present meta-analysis indicates that LSM, as a proxy of liver fibrosis, is independently and directly associated with a higher mortality risk in patients with NAFLD.
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Affiliation(s)
- Stefano Ciardullo
- Department of Medicine and Rehabilitation, Policlinico di Monza, Monza, Italy
- School of Medicine and Surgery, University of Milano Bicocca, Milan, Italy
| | - Emanuele Muraca
- Department of Medicine and Rehabilitation, Policlinico di Monza, Monza, Italy
| | - Francesca Zerbini
- Department of Medicine and Rehabilitation, Policlinico di Monza, Monza, Italy
| | - Gianluca Perseghin
- Department of Medicine and Rehabilitation, Policlinico di Monza, Monza, Italy
- School of Medicine and Surgery, University of Milano Bicocca, Milan, Italy
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Terracciani F, Falcomatà A, Gallo P, Picardi A, Vespasiani-Gentilucci U. Prognostication in NAFLD: physiological bases, clinical indicators, and newer biomarkers. J Physiol Biochem 2023; 79:851-868. [PMID: 36472795 DOI: 10.1007/s13105-022-00934-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2022] [Accepted: 11/23/2022] [Indexed: 12/12/2022]
Abstract
Non-alcoholic fatty liver disease (NAFLD) is becoming an epidemic in Western countries. Notably, while the majority of NAFLD patients will not evolve until advanced liver disease, a minority of them will progress towards liver-related events. Therefore, risk stratification and prognostication are emerging as fundamental in order to optimize human and economic resources for the care of these patients.Liver fibrosis has been clearly recognized as the main predictor of poor hepatic and extrahepatic outcomes. However, a prediction based only on the stage of fibrosis is near-sighted and static, as it does not capture the propensity of disease to further progress, the speed of progression and their changes over time. These determinants, which result from the interaction between genetic predisposition and acquired risk factors (obesity, diabetes, etc.), express themselves in disease activity, and can be synthesized by biomarkers of hepatic inflammation and fibrogenesis.In this review, we present the currently available clinical tools for risk stratification and prognostication in NAFLD specifically with respect to the risk of progression towards hard hepatic outcomes, i.e., liver-related events and death. We also discuss about the genetic and acquired drivers of disease progression, together with the physiopathological bases of their come into action. Finally, we introduce the most promising biomarkers in the direction of repeatedly assessing disease activity over time, mainly in response to future therapeutic interventions.
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Affiliation(s)
- Francesca Terracciani
- Hepatology and Clinical Medicine Unit, University Campus Bio-Medico of Rome, Rome, Italy
| | - Andrea Falcomatà
- Hepatology and Clinical Medicine Unit, University Campus Bio-Medico of Rome, Rome, Italy
| | - Paolo Gallo
- Hepatology and Clinical Medicine Unit, University Campus Bio-Medico of Rome, Rome, Italy.
| | - Antonio Picardi
- Hepatology and Clinical Medicine Unit, University Campus Bio-Medico of Rome, Rome, Italy
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25
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Rivera-Esteban J, Pons M, Planas A, Manzano-Nuñez R, Hernández C, Simó-Servat O, Bañeras J, Soler MJ, Seron D, Boixadera A, Augustin S, Simó R, Ferreira-González I, Genescà J, Pericàs JM. Prediction of clinical events by liver stiffness and chronic kidney disease by NAFLD in patients with type-2 diabetes. GASTROENTEROLOGIA Y HEPATOLOGIA 2023; 46:682-691. [PMID: 36435379 DOI: 10.1016/j.gastrohep.2022.11.001] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/06/2022] [Revised: 10/18/2022] [Accepted: 11/16/2022] [Indexed: 11/25/2022]
Abstract
BACKGROUND & AIMS Non-alcoholic fatty liver disease (NAFLD) is associated with poorer glycemic control and a higher risk of type-2 diabetes (T2D) complications, extrahepatic and cardiovascular disease (CVD). Our study aim was to evaluate the association between NAFLD, T2D complications, and the development of overall clinical events (OCE) (CV, liver-related, and mortality) in patients with T2D. METHODS Prospective single-center study comprising T2D subjects with no history of CVD and non-T2D matched controls. Patients were selected from the Outpatient Diabetes Clinic of Vall d'Hebron Hospital and related primary care centers. RESULTS 186 diabetics and 57 controls were included. Amongst T2D, 124/186 subjects had NAFLD (66.6%). T2D-NAFLD subjects showed a heavier metabolic burden and higher median liver stiffness (5.6kPa [4.5-7.3] vs 4.8 [4.2-5.8]; p=0.004) compared to non-NAFLD diabetics. During a median follow-up of 5.6 years, 33 (17.7%) T2D patients developed OCE vs 4 (7.0%) controls (p=0.049). No differences were found for OCE between NAFLD and non-NAFLD diabetics (16.9% vs 19.4%; p=0.68). CV was the most reported outcome and only one liver event occurred. NAFLD diabetics showed more often chronic kidney disease (CKD), whereas T2D complications and subclinical CVD rates were similar. A higher liver stiffness, older age, and male gender were independently associated with OCE amongst the entire T2D population and NAFLD diabetics. CONCLUSIONS NAFLD and liver stiffness were associated with CKD and clinical outcomes in diabetics, respectively. A hepatic evaluation is recommended to identify high-risk T2D patients that would benefit from early referral to specialized care.
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Affiliation(s)
- Jesús Rivera-Esteban
- Liver Unit, Vall d'Hebron Hospital Universitari, Vall d'Hebron Institut of Research (VHIR), Vall d'Hebron Barcelona Hospital Campus, Barcelona, Spain; Universitat Autònoma de Barcelona, Bellaterra, Spain.
| | - Mònica Pons
- Liver Unit, Vall d'Hebron Hospital Universitari, Vall d'Hebron Institut of Research (VHIR), Vall d'Hebron Barcelona Hospital Campus, Barcelona, Spain; Universitat Autònoma de Barcelona, Bellaterra, Spain; CIBEREHD, ISCIII, Madrid, Spain
| | - Alejandra Planas
- Diabetes and Metabolism Research Unit, Vall d'Hebron Institut de Recerca (VHIR), Vall d'Hebron Hospital Universitari, Vall d'Hebron Barcelona Hospital Campus, Barcelona, Spain; CIBERDEM, ISCIII, Madrid, Spain
| | - Ramiro Manzano-Nuñez
- Liver Unit, Vall d'Hebron Hospital Universitari, Vall d'Hebron Institut of Research (VHIR), Vall d'Hebron Barcelona Hospital Campus, Barcelona, Spain
| | - Cristina Hernández
- Universitat Autònoma de Barcelona, Bellaterra, Spain; Diabetes and Metabolism Research Unit, Vall d'Hebron Institut de Recerca (VHIR), Vall d'Hebron Hospital Universitari, Vall d'Hebron Barcelona Hospital Campus, Barcelona, Spain; CIBERDEM, ISCIII, Madrid, Spain
| | - Olga Simó-Servat
- Diabetes and Metabolism Research Unit, Vall d'Hebron Institut de Recerca (VHIR), Vall d'Hebron Hospital Universitari, Vall d'Hebron Barcelona Hospital Campus, Barcelona, Spain; CIBERDEM, ISCIII, Madrid, Spain
| | - Jordi Bañeras
- Cardiology Department, Vall d'Hebron Institut de Recerca (VHIR), Vall d'Hebron Hospital Universitari, Vall d'Hebron Barcelona Hospital Campus, Barcelona, Spain; CIBERESP, ISCIII, Madrid, Spain
| | - María José Soler
- Nephrology Department, Vall d'Hebron Research Institute, Vall d'Hebron Hospital, Barcelona, Spain; REDinREN, ISCIII, Madrid, Spain
| | - Daniel Seron
- Nephrology Department, Vall d'Hebron Research Institute, Vall d'Hebron Hospital, Barcelona, Spain; REDinREN, ISCIII, Madrid, Spain
| | - Anna Boixadera
- Ophthalmology Department, Vall d'Hebron Research Institute, Vall d'Hebron Hospital, Autonomous University of Barcelona, Barcelona, Spain
| | - Salvador Augustin
- Liver Unit, Vall d'Hebron Hospital Universitari, Vall d'Hebron Institut of Research (VHIR), Vall d'Hebron Barcelona Hospital Campus, Barcelona, Spain; Universitat Autònoma de Barcelona, Bellaterra, Spain; CIBEREHD, ISCIII, Madrid, Spain; Therapeutic Area Cardio-Metabolism and Respiratory Medicine, Boehringer Ingelheim International GmbH, Ingelheim am Rhein, Germany
| | - Rafael Simó
- Universitat Autònoma de Barcelona, Bellaterra, Spain; Diabetes and Metabolism Research Unit, Vall d'Hebron Institut de Recerca (VHIR), Vall d'Hebron Hospital Universitari, Vall d'Hebron Barcelona Hospital Campus, Barcelona, Spain; CIBERDEM, ISCIII, Madrid, Spain
| | - Ignacio Ferreira-González
- Universitat Autònoma de Barcelona, Bellaterra, Spain; Cardiology Department, Vall d'Hebron Institut de Recerca (VHIR), Vall d'Hebron Hospital Universitari, Vall d'Hebron Barcelona Hospital Campus, Barcelona, Spain; CIBERESP, ISCIII, Madrid, Spain
| | - Joan Genescà
- Liver Unit, Vall d'Hebron Hospital Universitari, Vall d'Hebron Institut of Research (VHIR), Vall d'Hebron Barcelona Hospital Campus, Barcelona, Spain; Universitat Autònoma de Barcelona, Bellaterra, Spain; CIBEREHD, ISCIII, Madrid, Spain.
| | - Juan M Pericàs
- Liver Unit, Vall d'Hebron Hospital Universitari, Vall d'Hebron Institut of Research (VHIR), Vall d'Hebron Barcelona Hospital Campus, Barcelona, Spain; Universitat Autònoma de Barcelona, Bellaterra, Spain; CIBEREHD, ISCIII, Madrid, Spain
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Calzadilla-Bertot L, Jeffrey GP, Wang Z, Huang Y, Garas G, Wallace M, de Boer B, George J, Eslam M, Phu A, Ampuero J, Lucena Valera A, Romero-Gómez M, Aller de la Fuente R, Adams LA. Predicting liver-related events in NAFLD: A predictive model. Hepatology 2023; 78:1240-1251. [PMID: 36994693 DOI: 10.1097/hep.0000000000000356] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/04/2022] [Accepted: 02/14/2023] [Indexed: 03/31/2023]
Abstract
BACKGROUND AND AIMS Management of NAFLD involves noninvasive prediction of fibrosis, which is a surrogate for patient outcomes. We aimed to develop and validate a model predictive of liver-related events (LREs) of decompensation and/or HCC and compare its accuracy with fibrosis models. APPROACH AND RESULTS Patients with NAFLD from Australia and Spain who were followed for up to 28 years formed derivation (n = 584) and validation (n = 477) cohorts. Competing risk regression and information criteria were used for model development. Accuracy was compared with fibrosis models using time-dependent AUC analysis. During follow-up, LREs occurred in 52 (9%) and 11 (2.3%) patients in derivation and validation cohorts, respectively. Age, type 2 diabetes, albumin, bilirubin, platelet count, and international normalized ratio were independent predictors of LRE and were combined into a model [NAFLD outcomes score (NOS)]. The NOS model calibrated well [calibration slope, 0.99 (derivation), 0.98 (validation)] with excellent overall performance [integrated Brier score, 0.07 (derivation) and 0.01 (validation)]. A cutoff ≥1.3 identified subjects at a higher risk of LRE, (sub-HR 24.6, p < 0.001, 5-year cumulative incidence 38% vs 1.0%, respectively). The predictive accuracy at 5 and 10 years was excellent in both derivation (time-dependent AUC,0.92 and 0.90, respectively) and validation cohorts (time-dependent AUC,0.80 and 0.82, respectively). The NOS was more accurate than the fibrosis-4 or NAFLD fibrosis score for predicting LREs at 5 and 10 years ( p < 0.001). CONCLUSIONS The NOS model consists of readily available measures and has greater accuracy in predicting outcomes in patients with NAFLD than existing fibrosis models.
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Affiliation(s)
| | - Gary P Jeffrey
- Medical School, University of Western Australia, Nedlands, Western Australia, Australia
- Department of Hepatology, Sir Charles Gairdner Hospital, Nedlands, Western Australia, Australia
| | - Zhengyi Wang
- Medical School, University of Western Australia, Nedlands, Western Australia, Australia
| | - Yi Huang
- Medical School, University of Western Australia, Nedlands, Western Australia, Australia
| | - George Garas
- Department of Hepatology, Sir Charles Gairdner Hospital, Nedlands, Western Australia, Australia
| | - Michael Wallace
- Medical School, University of Western Australia, Nedlands, Western Australia, Australia
- Department of Hepatology, Sir Charles Gairdner Hospital, Nedlands, Western Australia, Australia
| | - Bastiaan de Boer
- Department of Anatomic Pathology, Pathwest, Nedlands, Western Australia, Australia
| | - Jacob George
- Storr Liver Centre, Westmead Institute for Medical Research, Westmead Hospital and University of Sydney, New South Wales, Australia
| | - Mohammed Eslam
- Storr Liver Centre, Westmead Institute for Medical Research, Westmead Hospital and University of Sydney, New South Wales, Australia
| | - Amy Phu
- Storr Liver Centre, Westmead Institute for Medical Research, Westmead Hospital and University of Sydney, New South Wales, Australia
| | - Javier Ampuero
- Unit for the Clinical Management of Digestive Diseases and CIBEREHD, Virgen del Rocio University Hospital. Institute of Biomedicine of Seville (CSIC/US/HUVR). University of Seville, Seville, Spain
| | - Ana Lucena Valera
- Unit for the Clinical Management of Digestive Diseases and CIBEREHD, Virgen del Rocio University Hospital. Institute of Biomedicine of Seville (CSIC/US/HUVR). University of Seville, Seville, Spain
| | - Manuel Romero-Gómez
- Unit for the Clinical Management of Digestive Diseases and CIBEREHD, Virgen del Rocio University Hospital. Institute of Biomedicine of Seville (CSIC/US/HUVR). University of Seville, Seville, Spain
| | - Rocio Aller de la Fuente
- Department of Digestive Disease, Institute of Endocrinology and Nutrition, University of Valladolid, Valladolid, Spain, CIBER Infectious Diseases
| | - Leon A Adams
- Medical School, University of Western Australia, Nedlands, Western Australia, Australia
- Department of Hepatology, Sir Charles Gairdner Hospital, Nedlands, Western Australia, Australia
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Semmler G, Yang Z, Fritz L, Köck F, Hofer BS, Balcar L, Hartl L, Jachs M, Stopfer K, Schedlbauer A, Neumayer D, Maurer J, Müllner-Bucsics T, Simbrunner B, Scheiner B, Trauner M, Mandorfer M, Reiberger T, Bauer DJM. Dynamics in Liver Stiffness Measurements Predict Outcomes in Advanced Chronic Liver Disease. Gastroenterology 2023; 165:1041-1052. [PMID: 37442301 DOI: 10.1053/j.gastro.2023.06.030] [Citation(s) in RCA: 46] [Impact Index Per Article: 23.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/10/2022] [Revised: 05/20/2023] [Accepted: 06/14/2023] [Indexed: 07/15/2023]
Abstract
BACKGROUND & AIMS Liver stiffness measurements (LSMs) provide an opportunity to monitor liver disease progression and regression noninvasively. We aimed to determine the prognostic relevance of LSM dynamics over time for liver-related events and death in patients with chronic liver disease. METHODS Patients with chronic liver disease undergoing 2 or more reliable LSMs at least 180 days apart were included in this retrospective cohort study and stratified at baseline (BL) as nonadvanced chronic liver disease (non-ACLD, BL-LSM < 10 kPa), compensated ACLD (cACLD; BL-LSM ≥ 10 kPa), and decompensated ACLD. Data on all consecutive LSMs and clinical outcomes were collected. RESULTS There were 2508 patients with 8561 reliable LSMs (3 per patient; interquartile range, 2-4) included: 1647 (65.7%) with non-ACLD, 757 (30.2%) with cACLD, and 104 (4.1%) with decompensated ACLD. Seven non-ACLD patients (0.4%) and 83 patients with cACLD (10.9%) developed hepatic decompensation (median follow-up, 71 months). A 20% increase in LSM at any time was associated with an approximately 50% increased risk of hepatic decompensation (hazard ratio, 1.58; 95% CI, 1.41-1.79; P < .001) and liver-related death (hazard ratio, 1.45; 95% CI, 1.28-1.68; P < .001) in patients with cACLD. LSM dynamics yielded a high accuracy to predict hepatic decompensation in the following 12 months (area under the receiver operating characteristics curve = 0.933). The performance of LSM dynamics was numerically better than dynamics in Fibrosis-4 score (0.873), Model for End-Stage Liver Disease (0.835), and single time-point LSM (BL-LSM: 0.846; second LSM: 0.880). Any LSM decrease to <20 kPa identified patients with cACLD with a substantially lower risk of hepatic decompensation (hazard ratio, 0.13; 95% CI, 0.07-0.24). If reliable, LSM also confers prognostic information in decompensated ACLD. CONCLUSIONS Repeating LSM enables an individual and updated risk assessment for decompensation and liver-related mortality in ACLD.
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Affiliation(s)
- Georg Semmler
- Division of Gastroenterology and Hepatology, Department of Internal Medicine III, Medical University of Vienna, Vienna, Austria; Vienna Hepatic Hemodynamic Laboratory, Division of Gastroenterology and Hepatology, Department of Internal Medicine III, Medical University of Vienna, Vienna, Austria
| | - Zhenwei Yang
- Department of Biostatistics, Erasmus University Medical Center, Rotterdam, Zuid-Holland, The Netherlands
| | - Laurenz Fritz
- Division of Gastroenterology and Hepatology, Department of Internal Medicine III, Medical University of Vienna, Vienna, Austria
| | - Fiona Köck
- Division of Gastroenterology and Hepatology, Department of Internal Medicine III, Medical University of Vienna, Vienna, Austria
| | - Benedikt Silvester Hofer
- Division of Gastroenterology and Hepatology, Department of Internal Medicine III, Medical University of Vienna, Vienna, Austria; Vienna Hepatic Hemodynamic Laboratory, Division of Gastroenterology and Hepatology, Department of Internal Medicine III, Medical University of Vienna, Vienna, Austria; Christian-Doppler Laboratory for Portal Hypertension and Liver Fibrosis, Medical University of Vienna, Vienna, Austria
| | - Lorenz Balcar
- Division of Gastroenterology and Hepatology, Department of Internal Medicine III, Medical University of Vienna, Vienna, Austria; Vienna Hepatic Hemodynamic Laboratory, Division of Gastroenterology and Hepatology, Department of Internal Medicine III, Medical University of Vienna, Vienna, Austria
| | - Lukas Hartl
- Division of Gastroenterology and Hepatology, Department of Internal Medicine III, Medical University of Vienna, Vienna, Austria; Vienna Hepatic Hemodynamic Laboratory, Division of Gastroenterology and Hepatology, Department of Internal Medicine III, Medical University of Vienna, Vienna, Austria
| | - Mathias Jachs
- Division of Gastroenterology and Hepatology, Department of Internal Medicine III, Medical University of Vienna, Vienna, Austria; Vienna Hepatic Hemodynamic Laboratory, Division of Gastroenterology and Hepatology, Department of Internal Medicine III, Medical University of Vienna, Vienna, Austria
| | - Katharina Stopfer
- Division of Gastroenterology and Hepatology, Department of Internal Medicine III, Medical University of Vienna, Vienna, Austria; Vienna Hepatic Hemodynamic Laboratory, Division of Gastroenterology and Hepatology, Department of Internal Medicine III, Medical University of Vienna, Vienna, Austria
| | - Anna Schedlbauer
- Division of Gastroenterology and Hepatology, Department of Internal Medicine III, Medical University of Vienna, Vienna, Austria
| | - Daniela Neumayer
- Division of Gastroenterology and Hepatology, Department of Internal Medicine III, Medical University of Vienna, Vienna, Austria
| | - Jurij Maurer
- Division of Gastroenterology and Hepatology, Department of Internal Medicine III, Medical University of Vienna, Vienna, Austria
| | - Theresa Müllner-Bucsics
- Division of Gastroenterology and Hepatology, Department of Internal Medicine III, Medical University of Vienna, Vienna, Austria; Vienna Hepatic Hemodynamic Laboratory, Division of Gastroenterology and Hepatology, Department of Internal Medicine III, Medical University of Vienna, Vienna, Austria
| | - Benedikt Simbrunner
- Division of Gastroenterology and Hepatology, Department of Internal Medicine III, Medical University of Vienna, Vienna, Austria; Vienna Hepatic Hemodynamic Laboratory, Division of Gastroenterology and Hepatology, Department of Internal Medicine III, Medical University of Vienna, Vienna, Austria; Christian-Doppler Laboratory for Portal Hypertension and Liver Fibrosis, Medical University of Vienna, Vienna, Austria
| | - Bernhard Scheiner
- Division of Gastroenterology and Hepatology, Department of Internal Medicine III, Medical University of Vienna, Vienna, Austria; Vienna Hepatic Hemodynamic Laboratory, Division of Gastroenterology and Hepatology, Department of Internal Medicine III, Medical University of Vienna, Vienna, Austria
| | - Michael Trauner
- Division of Gastroenterology and Hepatology, Department of Internal Medicine III, Medical University of Vienna, Vienna, Austria
| | - Mattias Mandorfer
- Division of Gastroenterology and Hepatology, Department of Internal Medicine III, Medical University of Vienna, Vienna, Austria; Vienna Hepatic Hemodynamic Laboratory, Division of Gastroenterology and Hepatology, Department of Internal Medicine III, Medical University of Vienna, Vienna, Austria
| | - Thomas Reiberger
- Division of Gastroenterology and Hepatology, Department of Internal Medicine III, Medical University of Vienna, Vienna, Austria; Vienna Hepatic Hemodynamic Laboratory, Division of Gastroenterology and Hepatology, Department of Internal Medicine III, Medical University of Vienna, Vienna, Austria; Christian-Doppler Laboratory for Portal Hypertension and Liver Fibrosis, Medical University of Vienna, Vienna, Austria.
| | - David Josef Maria Bauer
- Division of Gastroenterology and Hepatology, Department of Internal Medicine III, Medical University of Vienna, Vienna, Austria; Vienna Hepatic Hemodynamic Laboratory, Division of Gastroenterology and Hepatology, Department of Internal Medicine III, Medical University of Vienna, Vienna, Austria; Department of Internal Medicine IV, Klinik Ottakring, Vienna, Austria
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Taru MG, Lupsor-Platon M. Exploring Opportunities to Enhance the Screening and Surveillance of Hepatocellular Carcinoma in Non-Alcoholic Fatty Liver Disease (NAFLD) through Risk Stratification Algorithms Incorporating Ultrasound Elastography. Cancers (Basel) 2023; 15:4097. [PMID: 37627125 PMCID: PMC10452922 DOI: 10.3390/cancers15164097] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2023] [Revised: 08/08/2023] [Accepted: 08/11/2023] [Indexed: 08/27/2023] Open
Abstract
Non-alcoholic fatty liver disease (NAFLD), with its progressive form, non-alcoholic steatohepatitis (NASH), has emerged as a significant public health concern, affecting over 30% of the global population. Hepatocellular carcinoma (HCC), a complication associated with both cirrhotic and non-cirrhotic NAFLD, has shown a significant increase in incidence. A substantial proportion of NAFLD-related HCC occurs in non-cirrhotic livers, highlighting the need for improved risk stratification and surveillance strategies. This comprehensive review explores the potential role of liver ultrasound elastography as a risk assessment tool for HCC development in NAFLD and highlights the importance of effective screening tools for early, cost-effective detection and improved management of NAFLD-related HCC. The integration of non-invasive tools and algorithms into risk stratification strategies could have the capacity to enhance NAFLD-related HCC screening and surveillance effectiveness. Alongside exploring the potential advancement of non-invasive tools and algorithms for effectively stratifying HCC risk in NAFLD, we offer essential perspectives that could enable readers to improve the personalized assessment of NAFLD-related HCC risk through a more methodical screening approach.
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Affiliation(s)
- Madalina-Gabriela Taru
- Hepatology Department, Regional Institute of Gastroenterology and Hepatology “Octavian Fodor”, 400162 Cluj-Napoca, Romania;
- “Iuliu Hatieganu” University of Medicine and Pharmacy, 400012 Cluj-Napoca, Romania
| | - Monica Lupsor-Platon
- “Iuliu Hatieganu” University of Medicine and Pharmacy, 400012 Cluj-Napoca, Romania
- Medical Imaging Department, Regional Institute of Gastroenterology and Hepatology “Octavian Fodor”, 400162 Cluj-Napoca, Romania
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Liu L, Nie Y, Liu Q, Zhu X. A Practical Model for Predicting Esophageal Variceal Rebleeding in Patients with Hepatitis B-Associated Cirrhosis. Int J Clin Pract 2023; 2023:9701841. [PMID: 37576938 PMCID: PMC10415078 DOI: 10.1155/2023/9701841] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/16/2023] [Revised: 06/13/2023] [Accepted: 07/07/2023] [Indexed: 08/15/2023] Open
Abstract
Background Variceal rebleeding is a significant and potentially life-threatening complication of cirrhosis. Unfortunately, currently, there is no reliable method for stratifying high-risk patients. Liver stiffness measurements (LSM) have been shown to have a predictive value in identifying complications associated with portal hypertension, including first-time bleeding. However, there is a lack of evidence to confirm that LSM is reliable in predicting variceal rebleeding. The objective of our study was to evaluate the ability of generating a extreme gradient boosting (XGBoost) algorithm model to improve the prediction of variceal rebleeding. Methods This retrospective analysis examined a cohort of 284 patients with hepatitis B-related cirrhosis. XGBoost models were developed using laboratory data, LSM, and imaging data to predict the risk of rebleeding in the patients. In addition, we compared the XGBoost models with traditional logistic regression (LR) models. We evaluated and compared the two models using the area under the receiver operating characteristic curve (AUROC) and other model performance parameters. Lastly, we validated the models using nomograms and decision curve analysis (DCA). Results During a median follow-up of 66.6 weeks, 72 patients experienced rebleeding, including 21 (7.39%) and 61 (21.48%) patients who rebleed within 6 weeks and 1 year, respectively. In brief, the AUC of the LR models in predicting rebleeding at 6 weeks and 1 year was 0.828 (0.759-0.897) and 0.799 (0.738-0.860), respectively. In contrast, the accuracy of the XGBoost model in predicting rebleeding at 6 weeks and 1 year was 0.985 (0.907-0.731) and 0.931 (0.806-0.935), respectively. LSM and high-density lipoprotein (HDL) levels differed significantly between the rebleeding and nonrebleeding groups, with LSM being a reliable predictor in those models. The XGBoost models outperformed the LR models in predicting rebleeding within 6 weeks and 1 year, as demonstrated by the ROC and DCA curves. Conclusion The XGBoost algorithm model can achieve higher accuracy than the LR model in predicting rebleeding, making it a clinically beneficial tool. This implies that the XGBoost model is better suited for predicting the risk of esophageal variceal rebleeding in patients.
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Affiliation(s)
- Linxiang Liu
- Department of Gastroenterology, The First Affiliated Hospital of Nanchang University, Nanchang, Jiangxi, China
- Jiangxi Clinical Research Center for Gastroenterology, Nanchang, Jiangxi, China
| | - Yuan Nie
- Department of Gastroenterology, The First Affiliated Hospital of Nanchang University, Nanchang, Jiangxi, China
- Jiangxi Clinical Research Center for Gastroenterology, Nanchang, Jiangxi, China
| | - Qi Liu
- Department of Gastroenterology, The First Affiliated Hospital of Nanchang University, Nanchang, Jiangxi, China
- Jiangxi Clinical Research Center for Gastroenterology, Nanchang, Jiangxi, China
| | - Xuan Zhu
- Department of Gastroenterology, The First Affiliated Hospital of Nanchang University, Nanchang, Jiangxi, China
- Jiangxi Clinical Research Center for Gastroenterology, Nanchang, Jiangxi, China
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Wegermann K, Fudim M, Henao R, Howe CF, McGarrah R, Guy C, Abdelmalek MF, Diehl AM, Moylan CA. Serum Metabolites Are Associated With HFpEF in Biopsy-Proven Nonalcoholic Fatty Liver Disease. J Am Heart Assoc 2023:e029873. [PMID: 37421270 PMCID: PMC10382080 DOI: 10.1161/jaha.123.029873] [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: 02/16/2023] [Accepted: 06/05/2023] [Indexed: 07/10/2023]
Abstract
Background Nonalcoholic fatty liver disease (NAFLD) and heart failure with preserved ejection fraction (HFpEF) share common risk factors, including obesity and diabetes. They are also thought to be mechanistically linked. The aim of this study was to define serum metabolites associated with HFpEF in a cohort of patients with biopsy-proven NAFLD to identify common mechanisms. Methods and Results We performed a retrospective, single-center study of 89 adult patients with biopsy-proven NAFLD who had transthoracic echocardiography performed for any indication. Metabolomic analysis was performed on serum using ultrahigh performance liquid and gas chromatography/tandem mass spectrometry. HFpEF was defined as ejection fraction >50% plus at least 1 echocardiographic feature of HFpEF (diastolic dysfunction, abnormal left atrial size) and at least 1 heart failure sign or symptom. We performed generalized linear models to evaluate associations between individual metabolites, NAFLD, and HFpEF. Thirty-seven out of 89 (41.6%) patients met criteria for HFpEF. A total of 1151 metabolites were detected; 656 were analyzed after exclusion of unnamed metabolites and those with >30% missing values. Fifty-three metabolites were associated with the presence of HFpEF with unadjusted P value <0.05; none met statistical significance after adjustment for multiple comparisons. The majority (39/53, 73.6%) were lipid metabolites, and levels were generally increased. Two cysteine metabolites (cysteine s-sulfate and s-methylcysteine) were present at significantly lower levels in patients with HFpEF. Conclusions We identified serum metabolites associated with HFpEF in patients with biopsy-proven NAFLD, with increased levels of multiple lipid metabolites. Lipid metabolism could be an important pathway linking HFpEF to NAFLD.
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Affiliation(s)
- Kara Wegermann
- Division of Gastroenterology, Department of Medicine Duke University Health System Durham NC
| | - Marat Fudim
- Division of Cardiology, Department of Medicine Duke University Health System Durham NC
| | - Ricardo Henao
- Department of Biostatistics and Bioinformatics Duke University Durham NC
| | | | - Robert McGarrah
- Division of Cardiology, Department of Medicine Duke University Health System Durham NC
| | - Cynthia Guy
- Department of Pathology Duke University Hospital Durham NC
| | - Manal F Abdelmalek
- Division of Gastroenterology and Hepatology, Department of Medicine, Mayo Clinic Rochester MN
| | - Anna Mae Diehl
- Division of Gastroenterology, Department of Medicine Duke University Health System Durham NC
| | - Cynthia A Moylan
- Division of Gastroenterology, Department of Medicine Duke University Health System Durham NC
- Department of Medicine, Durham Veterans Affairs Medical Center Durham NC
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Armandi A, Michel M, Gjini K, Emrich T, Bugianesi E, Schattenberg JM. Emerging concepts in the detection of liver fibrosis in non-alcoholic fatty liver disease. Expert Rev Mol Diagn 2023; 23:771-782. [PMID: 37505901 DOI: 10.1080/14737159.2023.2242779] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2023] [Revised: 06/24/2023] [Accepted: 07/27/2023] [Indexed: 07/30/2023]
Abstract
INTRODUCTION The non-invasive identification of liver fibrosis related to Non-Alcoholic Fatty Liver Disease is crucial for risk-stratification of patients. Currently, the reference standard to stage hepatic fibrosis relies on liver biopsy, but multiple approaches are developed to allow for non-invasive diagnosis and risk stratification. Non-invasive tests, including blood-based scores and vibration-controlled transient elastography, have been widely validated and represent a good surrogate for risk stratification according to recent European and American guidelines. AREAS COVERED Novel approaches are based on 'liquid' biomarkers of liver fibrogenesis, including collagen-derived markers (PRO-C3 or PRO-C6), or 'multi-omics' technologies (e.g. proteomic-based molecules or miRNA testing), bearing the advantage of tailoring the intrahepatic disease activity. Alternative approaches are based on 'dry' biomarkers, including magnetic resonance-based tools (including proton density fat fraction, magnetic resonance elastography, or corrected T1), which reach similar accuracy of liver histology and will potentially help identify the best candidates for pharmacological treatment of fibrosing non-alcoholic steatohepatitis. EXPERT OPINION In the near future, the sequential use of non-invasive tests, as well as the complimentary use of liquid and dry biomarkers according to the clinical need (diagnosis, risk stratification, and prognosis, or treatment response) will guide and improve the management of this liver disease.
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Affiliation(s)
- Angelo Armandi
- Division of Gastroenterology and Hepatology, Department of Medical Sciences, University of Turin, Corso Dogliotti 14, 10126 Turin, Italy
- Metabolic Liver Research Program, I. Department of Medicine, University Medical Centre Mainz, Langenbeckstrasse 1, 55131 Mainz, Germany
| | - Maurice Michel
- Metabolic Liver Research Program, I. Department of Medicine, University Medical Centre Mainz, Langenbeckstrasse 1, 55131 Mainz, Germany
- I. Department of Medicine, University Medical Centre Mainz, Langenbeckstrasse 1, 55131 Mainz, Germany
| | - Kamela Gjini
- Division of Gastroenterology and Hepatology, Department of Medical Sciences, University of Turin, Corso Dogliotti 14, 10126 Turin, Italy
| | - Tilman Emrich
- Department of Radiology, University Medical Centre Mainz, Langenbeckstrasse 1, 55131 Mainz, Germany
| | - Elisabetta Bugianesi
- Division of Gastroenterology and Hepatology, Department of Medical Sciences, University of Turin, Corso Dogliotti 14, 10126 Turin, Italy
| | - Jorn M Schattenberg
- Metabolic Liver Research Program, I. Department of Medicine, University Medical Centre Mainz, Langenbeckstrasse 1, 55131 Mainz, Germany
- I. Department of Medicine, University Medical Centre Mainz, Langenbeckstrasse 1, 55131 Mainz, Germany
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Tincopa MA, Loomba R. Non-invasive diagnosis and monitoring of non-alcoholic fatty liver disease and non-alcoholic steatohepatitis. Lancet Gastroenterol Hepatol 2023; 8:660-670. [PMID: 37060912 DOI: 10.1016/s2468-1253(23)00066-3] [Citation(s) in RCA: 76] [Impact Index Per Article: 38.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/12/2023] [Revised: 02/19/2023] [Accepted: 02/20/2023] [Indexed: 04/17/2023]
Abstract
Non-alcoholic fatty liver disease (NAFLD) is a highly prevalent form of chronic liver disease that poses challenges in diagnosis and risk stratification. Non-alcoholic steatohepatitis (NASH), the more progressive form of NAFLD, is particularly challenging to diagnose in the absence of histology. Liver biopsy is infrequently performed due to its invasive nature, potential for sampling error, and lack of inter-rater reliability. Non-invasive tests that can accurately identify patients with at-risk NASH (ie, individuals with biopsy-proven NASH with NAFLD activity score [NAS] ≥4 and fibrosis stage ≥2) are key tools to identify candidates for pharmacologic therapy in registrational trials for the treatment of NASH-related fibrosis. With emerging pharmacotherapy, non-invasive tests are required to track treatment response. Lastly, there is an unmet need for non-invasive tests to assess risk for clinical outcomes including progression to cirrhosis, hepatic decompensation, liver-related mortality, and overall mortality. In this Review we examine advances in non-invasive tests to diagnose and monitor NAFLD and NASH.
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Affiliation(s)
- Monica A Tincopa
- NAFLD Research Center, Division of Gastroenterology and Hepatology, University of California at San Diego, La Jolla, CA, USA
| | - Rohit Loomba
- NAFLD Research Center, Division of Gastroenterology and Hepatology, University of California at San Diego, La Jolla, CA, USA; School of Public Health, University of California at San Diego, La Jolla, CA, USA.
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Hayashi H, Kamada Y, Fujii H, Takahashi H, Oeda S, Iwaki M, Kawaguchi T, Tomita E, Yoneda M, Tokushige A, Ueda S, Aishima S, Sumida Y, Nakajima A, Okanoue T. Prediction of Liver-Related Events With a Combination of Liver Stiffness Measurements and Controlled Attenuation Parameters in Japanese Patients With Biopsy-Proven Non-alcoholic Fatty Liver Disease. ULTRASOUND IN MEDICINE & BIOLOGY 2023; 49:1658-1664. [PMID: 37120329 DOI: 10.1016/j.ultrasmedbio.2023.03.023] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/23/2022] [Revised: 03/21/2023] [Accepted: 03/28/2023] [Indexed: 05/17/2023]
Abstract
OBJECTIVE Liver stiffness measurements (LSMs) and controlled attenuation parameters (CAPs) obtained using vibration-controlled transient elastography (VCTE) are recognized non-invasive methods of assessing liver histology. The usefulness of CAP for predicting liver-related events (LREs: hepatocellular carcinoma, decompensation, bleeding varices) is not well understood worldwide. Our aim was to re-evaluate the cutoff values of LSM/CAP in Japan and to examine whether LSM/CAP can predict LRE. METHODS Japanese NAFLD patients (n = 403) who underwent both liver biopsy and VCTE were enrolled. We determined optimal cutoff values of LSM/CAP diagnoses for fibrosis stage and steatosis grade and investigated their clinical outcome based on LSM/CAP values. RESULTS The LSM cutoff values for F1 to F4 are 7.1, 7.9, 10.0 and 20.2 kPa, and the CAP cutoff values for S1 to S3 are 230, 282 and 320 dB/m. During a median follow-up of 2.7 y (range: 0.0-12.5 y), 11 patients developed LREs. The incidence of LREs in the LSM Hi (≥8.7) group was significantly higher than that in the LSM Lo (<8.7) group (p = 0.003), and the incidence in the CAP Lo (<295) group was higher than that in CAP Hi (≥295) group (p = 0.018). Considering LSM and CAP together, the risk of LRE was higher in the LSM Hi CAP Lo group than in the LSM Hi CAP Hi group (p = 0.03). CONCLUSION We set LSM/CAP cutoff values to diagnose liver fibrosis and steatosis in Japan. Our study determined that NAFLD patients with high LSM and low CAP values are at high risk for LREs.
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Affiliation(s)
- Hideki Hayashi
- Department of Gastroenterology and Hepatology, Gifu Municipal Hospital, Gifu, Japan
| | - Yoshihiro Kamada
- Department of Advanced Metabolic Hepatology, Osaka University Graduate School of Medicine, Osaka, Japan.
| | - Hideki Fujii
- Department of Hepatology, Graduate School of Medicine, Osaka Metropolitan University, Osaka, Japan
| | - Hirokazu Takahashi
- Liver Center, Faculty of Medicine, Saga University Hospital, Saga University, Saga, Japan
| | - Satoshi Oeda
- Liver Center, Faculty of Medicine, Saga University Hospital, Saga University, Saga, Japan
| | - Michihiro Iwaki
- Department of Gastroenterology and Hepatology, Yokohama City University School of Medicine Graduate School of Medicine, Kanagawa, Japan
| | - Takumi Kawaguchi
- Division of Gastroenterology, Department of Medicine, Kurume University School of Medicine, Fukuoka, Japan
| | - Eiichi Tomita
- Department of Gastroenterology and Hepatology, Gifu Municipal Hospital, Gifu, Japan
| | - Masato Yoneda
- Department of Gastroenterology and Hepatology, Yokohama City University School of Medicine Graduate School of Medicine, Kanagawa, Japan
| | - Akihiro Tokushige
- Department of Cardiovascular Medicine and Hypertension, Kagoshima University Graduate School of Medical and Dental Sciences, Kagoshima, Japan
| | - Shinichiro Ueda
- Department of Clinical Pharmacology and Therapeutics, Graduate School of Medicine, University of the Ryukyu, Okinawa, Japan
| | - Shinichi Aishima
- Department of Pathology and Microbiology, Faculty of Medicine, Saga University, Saga, Japan
| | - Yoshio Sumida
- Division of Hepatology and Pancreatology, Department of Internal Medicine, Aichi Medical University, Aichi, Japan
| | - Atsushi Nakajima
- Department of Gastroenterology and Hepatology, Yokohama City University School of Medicine Graduate School of Medicine, Kanagawa, Japan
| | - Takeshi Okanoue
- Department of Gastroenterology and Hepatology, Saiseikai Suita Hospital, Osaka, Osaka, Japan
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Sanyal AJ, Castera L, Wong VWS. Noninvasive Assessment of Liver Fibrosis in NAFLD. Clin Gastroenterol Hepatol 2023; 21:2026-2039. [PMID: 37062495 DOI: 10.1016/j.cgh.2023.03.042] [Citation(s) in RCA: 65] [Impact Index Per Article: 32.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/06/2023] [Revised: 03/06/2023] [Accepted: 03/24/2023] [Indexed: 04/18/2023]
Abstract
Nonalcoholic fatty liver disease (NAFLD) has emerged as a leading cause of liver-related morbidity and mortality worldwide, afflicting approximately a billion individuals. NAFLD is a slowly progressive disease that may evolve in a subset of patients toward cirrhosis, hepatocellular carcinoma, and end-stage liver disease. Liver fibrosis severity is the strongest predictor of clinical outcomes. The emergence of effective therapeutics on the horizon highlights the need to identify among patients with NAFLD, those with severe fibrosis or cirrhosis, who are the most at risk of developing complications and target them for therapy. Liver biopsy has been the reference standard for this purpose. However, it is not suitable for large-scale population evaluation, given its well-known limitations (invasiveness, rare but severe complications, and sampling variability). Thus, there have been major efforts to develop simple noninvasive tools that can be used in routine clinical settings and in drug development. Noninvasive approaches are based on the quantification of biomarkers in serum samples or on the measurement of liver stiffness, using either ultrasound- or magnetic resonance-based elastography techniques. This review provides a roadmap for future development and integration of noninvasive tools in clinical practice and in drug development in NAFLD. We discuss herein the principles for their development and validation, their use in clinical practice, including for diagnosis of NAFLD, risk stratification in primary care and hepatology settings, prediction of long-term liver-related and non-liver-related outcomes, monitoring of fibrosis progression and regression, and response to future treatment.
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Affiliation(s)
- Arun J Sanyal
- Division of Gastroenterology, Hepatology and Nutrition, Department of Internal Medicine, Virginia Commonwealth University School of Medicine, Richmond, Virginia.
| | - Laurent Castera
- UMR1149 (Center of Research on Inflammation), French Institute of Health and Medical Research, Université Paris Cité, Paris, France; Service d'Hépatologie, Hôpital Beaujon, Assistance Publique-Hôpitaux de Paris, Clichy, France.
| | - Vincent Wai-Sun Wong
- State Key Laboratory of Digestive Disease, Institute of Digestive Disease, The Chinese University of Hong Kong, Hong Kong, China; Medical Data Analytics Centre, Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong, China.
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Vilar-Gomez E, Vuppalanchi R, Gawrieh S, Samala N, Chalasani N. CAP and LSM as determined by VCTE are independent predictors of all-cause mortality in the US adult population. Hepatology 2023; 77:1241-1252. [PMID: 36626638 DOI: 10.1097/hep.0000000000000023] [Citation(s) in RCA: 23] [Impact Index Per Article: 11.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/03/2022] [Accepted: 10/14/2022] [Indexed: 01/12/2023]
Abstract
BACKGROUND AND AIM Data retrospective cohort studies have shown that liver stiffness measurement (LSM) by transient elastography (TE, FibroScan) can predict mortality in patients with NAFLD, however, its ability to predict mortality at a population level is unknown. We investigated the ability of LSM and controlled-attenuation parameter (CAP) by TE to predict mortality in a prospective US cohort. APPROACH AND RESULTS A total of 4192 US adults aged ≥18 years enrolled in the National Health, and Nutrition Examination Survey (NHANES) (2017-2018) with reliable information on CAP and LSM by TE were included in this analysis. All-specific and cause-specific mortality were ascertained by linkage to National Death Index records through December 31, 2019. Cox models were used to estimate HR and 95% CI. During a mean follow-up of 24.4 months, there were 68 deaths (1.6%). CAP (adjusted HR: 1.01, 95% CI: 1.0-1.05), and LSM (adjusted HR: 1.06, 95% CI: 1.02-1.11) were independently associated with overall mortality. NAFLD by CAP ≥285 had a 2.2-fold (95% CI: 1.0-4.7) increased odds of mortality compared with non-NAFLD. Cumulative mortality rates were significantly higher in participants with LSM of 9.7-13.5 (advanced fibrosis) and LSM ≥13.6 (cirrhosis) as compared with LSM <9.7; p value for trend across groups <0.01. LSM ≥13.6 displayed the highest mortality risk (adjusted HR: 3.2, 95% CI: 1.3-7.8). Compared with LSM <10 [absence of advanced chronic liver disease (ACLD)], LSM 10-19.9 (likely ACLD), and ≥20 kPa (likely ACLD with clinically significant portal hypertension) conferred a 3.4-fold (95% CI: 1.0-13.8) and 5.2-fold (95% CI: 1.2-22.3) increase in hazards of mortality. CONCLUSIONS Our study findings highlight the importance of liver health as a predictor of overall mortality at a population level.
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Affiliation(s)
- Eduardo Vilar-Gomez
- Department of Medicine, Division of Gastroenterology and Hepatology, Indiana University School of Medicine, Indianapolis, Indiana, USA
| | - Raj Vuppalanchi
- Department of Medicine, Division of Gastroenterology and Hepatology, Indiana University School of Medicine, Indianapolis, Indiana, USA
| | - Samer Gawrieh
- Department of Medicine, Division of Gastroenterology and Hepatology, Indiana University School of Medicine, Indianapolis, Indiana, USA
| | - Niharika Samala
- Department of Medicine, Division of Gastroenterology and Hepatology, Indiana University School of Medicine, Indianapolis, Indiana, USA
| | - Naga Chalasani
- Department of Medicine, Division of Gastroenterology and Hepatology, Indiana University School of Medicine, Indianapolis, Indiana, USA
- Indiana University Health, Indianapolis, Indiana, USA
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Romero-Gómez M, Aller R, Ampuero J, Fernández Rodríguez C, Augustín S, Latorre R, Rivera-Esteban J, Martínez Urroz B, Gutiérrez García ML, López SA, Albillos A, Hernández M, Graupera I, Benlloch S, Olveira A, Crespo J, Calleja JL. AEEH «Consensus about detection and referral of hidden prevalent liver diseases». GASTROENTEROLOGIA Y HEPATOLOGIA 2023; 46:236-247. [PMID: 35569541 DOI: 10.1016/j.gastrohep.2022.04.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/19/2021] [Revised: 04/02/2022] [Accepted: 04/05/2022] [Indexed: 11/29/2022]
Affiliation(s)
- Manuel Romero-Gómez
- Servicio de Aparato Digestivo, Hospital Universitario Virgen del Rocío, Instituto de Biomedicina (HUVR/CSIC/US), Universidad de Sevilla, Sevilla, España.
| | - Rocío Aller
- Servicio de Aparato Digestivo, Hospital Clínico Universitario de Valladolid, Universidad de Valladolid, Valladolid, España
| | - Javier Ampuero
- Servicio de Aparato Digestivo, Hospital Universitario Virgen del Rocío, Instituto de Biomedicina (HUVR/CSIC/US), Universidad de Sevilla, Sevilla, España
| | | | - Salvador Augustín
- Servei de Hepatología, Hospital Universitario Vall d'Hebron, Barcelona, España
| | - Raquel Latorre
- Servicio de Aparato Digestivo, Hospital Universitario Son Llàtzer, Palma de Mallorca, Islas Baleares, España
| | | | | | | | - Sonia Alonso López
- Servicio de Aparato Digestivo, Hospital Universitario Gregorio Marañón, Madrid, España
| | - Agustín Albillos
- Servicio de Aparato Digestivo, Hospital Universitario Ramón y Cajal, Madrid, España
| | - Marta Hernández
- Servicio de Aparato Digestivo, Hospital Universitario Puerta de Hierro-Majadahonda, IDIPHISA, Universidad Autónoma de Madrid, Majadahonda, Madrid, España
| | - Isabel Graupera
- Servicio de Hepatología, Hospital Clínic de Barcelona, IDIBAPS, Barcelona, España
| | - Salvador Benlloch
- Servicio de Aparato Digestivo, Hospital Arnau de Vilanova, Valencia, España; CIBERehd, Instituto de Salud Carlos III, Madrid, España
| | - Antonio Olveira
- Servicio de Aparato Digestivo, Hospital La Paz, Madrid, España
| | - Javier Crespo
- Servicio de Aparato Digestivo, Hospital Universitario Marqués de Valdecilla, Instituto de Investigación Valdecilla. IDIVAL, Santander, Cantabria, España
| | - José Luis Calleja
- Servicio de Aparato Digestivo, Hospital Universitario Puerta de Hierro-Majadahonda, IDIPHISA, Universidad Autónoma de Madrid, Majadahonda, Madrid, España
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Loomba R, Huang DQ, Sanyal AJ, Anstee QM, Trauner M, Lawitz EJ, Ding D, Ma L, Jia C, Billin A, Huss RS, Chung C, Goodman Z, Wong VWS, Okanoue T, Romero-Gómez M, Abdelmalek MF, Muir A, Afdhal N, Bosch J, Harrison S, Younossi ZM, Myers RP. Liver stiffness thresholds to predict disease progression and clinical outcomes in bridging fibrosis and cirrhosis. Gut 2023; 72:581-589. [PMID: 36750244 PMCID: PMC9905707 DOI: 10.1136/gutjnl-2022-327777] [Citation(s) in RCA: 59] [Impact Index Per Article: 29.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/03/2022] [Accepted: 08/08/2022] [Indexed: 02/09/2023]
Abstract
OBJECTIVE In retrospective studies, liver stiffness (LS) by vibration-controlled transient elastography (VCTE) is associated with the risk of liver decompensation in patients with non-alcoholic steatohepatitis (NASH), but prospective data in biopsy-confirmed cohorts with advanced fibrosis are limited. We aimed to establish thresholds for LS by VCTE that predict progression to cirrhosis among patients with bridging fibrosis and hepatic decompensation among patients with cirrhosis due to NASH. DESIGN We used data from four randomised placebo-controlled trials of selonsertib and simtuzumab in participants with advanced fibrosis (F3-F4). The trials were discontinued due to lack of efficacy. Liver fibrosis was staged centrally at baseline and week 48 (selonsertib study) or week 96 (simtuzumab study). Associations between LS by VCTE with disease progression were determined using Cox proportional hazards regression analysis. RESULTS Progression to cirrhosis occurred in 16% (103/664) of participants with bridging fibrosis and adjudicated liver-related events occurred in 4% (27/734) of participants with baseline cirrhosis. The optimal baseline LS thresholds were ≥16.6 kPa for predicting progression to cirrhosis, and ≥30.7 kPa for predicting liver-related events. Baseline LS ≥16.6 kPa (adjusted HR 3.99; 95% CI 2.66 to 5.98, p<0.0001) and a ≥5 kPa (and ≥20%) increase (adjusted HR 1.98; 95% CI 1.20 to 3.26, p=0.008) were independent predictors of progression to cirrhosis in participants with bridging fibrosis, while baseline LS ≥30.7 kPa (adjusted HR 10.13, 95% CI 4.38 to 23.41, p<0.0001) predicted liver-related events in participants with cirrhosis. CONCLUSION The LS thresholds identified in this study may be useful for risk stratification of NASH patients with advanced fibrosis.
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Affiliation(s)
- Rohit Loomba
- Division of Epidemiology, Department of Family Medicine and Public Health, University of California at San Diego, University of California at San Diego, San Diego, California, USA
- NAFLD Research Center, University of California San Diego, La Jolla, California, USA
| | - Daniel Q Huang
- NAFLD Research Center, University of California San Diego, La Jolla, California, USA
- Department of Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore
- Division of Gastroenterology and Hepatology, Department of Medicine, National University Health System, Singapore
| | - Arun J Sanyal
- Division of Gastroenterology, Department of Internal Medicine, Virginia Commonwealth University School of Medicine, Richmond, Virginia, USA
| | - Quentin Mark Anstee
- Translational and Clinical Research Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, UK
| | - Michael Trauner
- Division of Gastroenterology and Hepatology, Department of Medicine III, Medical University of Vienna, Vienna, Austria
| | - Eric J Lawitz
- Texas Liver Institute, UT Health San Antonio, San Antonio, Texas, USA
| | - Dora Ding
- Gilead Sciences Inc, Foster City, California, USA
| | - Lily Ma
- Gilead Sciences Inc, Foster City, California, USA
| | | | | | - Ryan S Huss
- Gilead Sciences Inc, Foster City, California, USA
| | - Chuhan Chung
- Gilead Sciences Inc, Foster City, California, USA
| | - Zachary Goodman
- Betty and Guy Beatty Center for Integrated Research, Inova Health System, Falls Church, Virginia, USA
| | - Vincent Wai-Sun Wong
- Department of Medicine and Therapeutics, Chinese University of Hong Kong, Hong Kong, China
| | | | - Manuel Romero-Gómez
- Unit for The Clinical Management of Digestive Diseases and CIBERehd, Hospital Universitario de Valme, Sevilla, Spain
| | | | - Andrew Muir
- Duke Clinical Research Institute, Duke University Medical Center, Durham, North Carolina, USA
| | - Nezam Afdhal
- Division of Gastroenterology and Hepatology, Beth Israel Medical Center, Harvard University Medical School, Boston, Massachusetts, USA
| | - Jaime Bosch
- Inselspital Universitätsspital Bern, Bern, Switzerland
| | - Stephen Harrison
- Radcliffe Department of Medicine, University of Oxford, Oxford, UK
- Pinnacle Clinical Research, San Antonio, Texas, USA
| | - Zobair M Younossi
- Center for Liver Diseases, Inova Fairfax Hospital, Falls Church, Virginia, USA
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Yu JH, Lee HA, Kim SU. Noninvasive imaging biomarkers for liver fibrosis in nonalcoholic fatty liver disease: current and future. Clin Mol Hepatol 2023; 29:S136-S149. [PMID: 36503205 PMCID: PMC10029967 DOI: 10.3350/cmh.2022.0436] [Citation(s) in RCA: 20] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/04/2022] [Accepted: 12/07/2022] [Indexed: 12/14/2022] Open
Abstract
Nonalcoholic fatty liver disease (NAFLD) is increasingly prevalent worldwide and becoming a major cause of liver disease-related morbidity and mortality. The presence of liver fibrosis in patients with NAFLD is closely related to prognosis, including the development of hepatocellular carcinoma and other complications of cirrhosis. Therefore, assessment of the presence of significant or advanced liver fibrosis is crucial. Although liver biopsy has been considered the "gold standard" method for evaluating the degree of liver fibrosis, it is not suitable for extensive use in all patients with NAFLD owing to its invasiveness and high cost. Therefore, noninvasive biochemical and imaging biomarkers have been developed to overcome the limitations of liver biopsy. Imaging biomarkers for the stratification of liver fibrosis have been evaluated in patients with NAFLD using different imaging techniques, such as transient elastography, shear wave elastography, and magnetic resonance elastography. Furthermore, artificial intelligence and deep learning methods are increasingly being applied to improve the diagnostic accuracy of imaging techniques and overcome the pitfalls of existing imaging biomarkers. In this review, we describe the usefulness and future prospects of noninvasive imaging biomarkers that have been studied and used to evaluate the degree of liver fibrosis in patients with NAFLD.
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Affiliation(s)
- Jung Hwan Yu
- Department of Internal Medicine, Inha University Hospital and School of Medicine, Incheon, Korea
| | - Han Ah Lee
- Department of Internal Medicine, College of Medicine, Ewha Womans University, Seoul, Korea
| | - Seung Up Kim
- Department of Internal Medicine, Yonsei University College of Medicine, Seoul, Korea
- Yonsei Liver Center, Severance Hospital, Seoul, Korea
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Chee D, Ng CH, Chan KE, Huang DQ, Teng M, Muthiah M. The Past, Present, and Future of Noninvasive Test in Chronic Liver Diseases. Med Clin North Am 2023; 107:397-421. [PMID: 37001944 DOI: 10.1016/j.mcna.2022.12.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/22/2023]
Abstract
Chronic liver disease is a major global health threat and is the 11th leading cause of death globally. A liver biopsy is frequently required in assessing the degree of steatosis and fibrosis, information that is important in diagnosis, management, and prognostication. However, liver biopsies have limitations and carry a considerable risk, leading to the development of various modalities of noninvasive testing tools. These tools have been developed in recent years and have improved markedly in diagnostic accuracy. Moving forward, they may change the practice of hepatology.
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Affiliation(s)
- Douglas Chee
- Division of Gastroenterology and Hepatology, Department of Medicine, National University Hospital, Tower Block Level 10, 1E Kent Ridge Road, Singapore 119228, Singapore
| | - Cheng Han Ng
- Division of Gastroenterology and Hepatology, Department of Medicine, National University Hospital, Tower Block Level 10, 1E Kent Ridge Road, Singapore 119228, Singapore
| | - Kai En Chan
- Division of Gastroenterology and Hepatology, Department of Medicine, National University Hospital, Tower Block Level 10, 1E Kent Ridge Road, Singapore 119228, Singapore
| | - Daniel Q Huang
- Division of Gastroenterology and Hepatology, Department of Medicine, National University Hospital, Tower Block Level 10, 1E Kent Ridge Road, Singapore 119228, Singapore; Yong Loo Lin School of Medicine, National University of Singapore, Tower Block Level 10, 1E Kent Ridge Road, Singapore 119228, Singapore; National University Centre for Organ Transplantation, National University Health System, Tower Block Level 10, 1E Kent Ridge Road, Singapore 119228, Singapore
| | - Margaret Teng
- Division of Gastroenterology and Hepatology, Department of Medicine, National University Hospital, Tower Block Level 10, 1E Kent Ridge Road, Singapore 119228, Singapore; Yong Loo Lin School of Medicine, National University of Singapore, Tower Block Level 10, 1E Kent Ridge Road, Singapore 119228, Singapore; National University Centre for Organ Transplantation, National University Health System, Tower Block Level 10, 1E Kent Ridge Road, Singapore 119228, Singapore
| | - Mark Muthiah
- Division of Gastroenterology and Hepatology, Department of Medicine, National University Hospital, Tower Block Level 10, 1E Kent Ridge Road, Singapore 119228, Singapore; Yong Loo Lin School of Medicine, National University of Singapore, Tower Block Level 10, 1E Kent Ridge Road, Singapore 119228, Singapore; National University Centre for Organ Transplantation, National University Health System, Tower Block Level 10, 1E Kent Ridge Road, Singapore 119228, Singapore.
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Understanding NAFLD: From Case Identification to Interventions, Outcomes, and Future Perspectives. Nutrients 2023; 15:nu15030687. [PMID: 36771394 PMCID: PMC9921401 DOI: 10.3390/nu15030687] [Citation(s) in RCA: 20] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2023] [Revised: 01/25/2023] [Accepted: 01/28/2023] [Indexed: 02/01/2023] Open
Abstract
While non-alcoholic fatty liver disease (NAFLD) is a prevalent and frequent cause of liver-related morbidity and mortality, it is also strongly associated with cardiovascular disease-related morbidity and mortality, likely driven by its associations with insulin resistance and other manifestations of metabolic dysregulation. However, few satisfactory pharmacological treatments are available for NAFLD due in part to its complex pathophysiology, and challenges remain in stratifying individual patient's risk for liver and cardiovascular disease related outcomes. In this review, we describe the development and progression of NAFLD, including its pathophysiology and outcomes. We also describe different tools for identifying patients with NAFLD who are most at risk of liver-related and cardiovascular-related complications, as well as current and emerging treatment options, and future directions for research.
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Cerrito L, Mignini I, Ainora ME, Mosoni C, Gasbarrini A, Zocco MA. Hepatocellular Carcinoma in Patients with Nonalcoholic Fatty Liver Disease: The Prognostic Role of Liver Stiffness Measurement. Cancers (Basel) 2023; 15:637. [PMID: 36765595 PMCID: PMC9913338 DOI: 10.3390/cancers15030637] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2022] [Revised: 01/17/2023] [Accepted: 01/18/2023] [Indexed: 01/22/2023] Open
Abstract
Nonalcoholic fatty liver disease (NAFLD), which is nowadays the most common etiology of chronic liver disease, is associated with an increased risk of hepatocellular carcinoma (HCC), with or without cirrhosis. Owing to the high prevalence of NAFLD worldwide, it becomes crucial to develop adequate strategies for surveillance of HCC and new prediction models aiming at stratifying NAFLD population for HCC risk. To this purpose, several noninvasive tests (NITs) have been proposed in the several last years, including clinical parameters, serum biomarkers, and imaging techniques. Most of these tools are focused on the assessment of liver fibrosis. Both ultrasound (US) elastography (especially transient elastography) and magnetic resonance (MR) elastography have been evaluated to estimate HCC risk in NAFLD patients. Recently, the American Association for the Study of Liver Diseases (AASLD) and the European Association for the Study of the Liver (EASL) include these techniques among the recommended NITs for the assessment of liver fibrosis. The aim of this review is to summarize the most recent data on the role of US and MR elastography in HCC risk stratification in patients with NAFLD.
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Affiliation(s)
| | | | | | | | | | - Maria Assunta Zocco
- CEMAD Digestive Disease Center, Fondazione Policlinico Universitario “A. Gemelli” IRCCS, Università Cattolica del Sacro Cuore, 00168 Rome, Italy
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Braude M, Roberts S, Majeed A, Lubel J, Prompen J, Dev A, Sievert W, Bloom S, Gow P, Kemp W. Liver stiffness (Fibroscan®) is a predictor of all-cause mortality in people with non-alcoholic fatty liver disease. Liver Int 2023; 43:90-99. [PMID: 36050821 PMCID: PMC10086842 DOI: 10.1111/liv.15415] [Citation(s) in RCA: 19] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/16/2022] [Revised: 08/03/2022] [Accepted: 08/27/2022] [Indexed: 01/04/2023]
Abstract
BACKGROUND AND AIMS Progressive liver fibrosis related to non-alcoholic fatty liver disease (NAFLD) is associated with all-cause and liver-related mortality. We assessed vibration-controlled transient elastography (VCTE) as a predictor of mortality. METHOD Data from patients who underwent VCTE for NAFLD at four large health services in Victoria, Australia between the years 2008 and 2019 were linked to state-wide data registries. Cause of death (COD) and predictors of all-cause mortality were subsequently analysed using descriptive statistics and Cox-proportional regression analysis. RESULTS Of 7079 VCTE records submitted for data linkage, 6341 were matched via data registry linkage. There were 217 deaths over a 22 653 person-year follow-up. COD included malignancies other than hepatocellular carcinoma (HCC) (18.0%, n = 39), sepsis (16.1%, n = 35), decompensated liver disease (15.2%, n = 33), cardiac disease (15.2%, n = 33) and HCC 6.0% (n = 13). Controlled attenuation parameter (CAP) was not associated with mortality in univariable analysis (HR = 1.00, CI 1.0-1.0, p = .488). Increased liver stiffness measurement (LSM) (HR 1.02 per kiloPascal, CI 1.01-1.03, p < .001), Charlson comorbidity index (CCI) (HR 1.32 for each point, CI 1.27-1.38, p < .001) and age (HR 1.05 per annum, CI 1.03-1.07, p < .001) were each associated with higher rates of all-cause mortality in multivariable analysis. LSM ≥10 kPa suggestive of compensated advanced chronic liver disease (cACLD) was associated with mortality in multivariable analysis (HR 2.31, CI 1.73-3.09, p < .001). CONCLUSION VCTE LSM, in addition to age and CCI, is independently associated with increased all-cause mortality in a large cohort with NAFLD.
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Affiliation(s)
- Michael Braude
- Gastroenterology and Hepatology, Monash Health, Clayton, Victoria, Australia.,School of Clinical Sciences, Monash University, Clayton, Victoria, Australia
| | - Stuart Roberts
- Gastroenterology and Hepatology, Alfred Health, Melbourne, Victoria, Australia.,Monash Central Clinical School, Monash University, Clayton, Victoria, Australia
| | - Ammar Majeed
- Gastroenterology and Hepatology, Alfred Health, Melbourne, Victoria, Australia.,Monash Central Clinical School, Monash University, Clayton, Victoria, Australia
| | - John Lubel
- Gastroenterology and Hepatology, Alfred Health, Melbourne, Victoria, Australia.,Monash Central Clinical School, Monash University, Clayton, Victoria, Australia
| | - Jirayut Prompen
- Gastroenterology and Hepatology, Alfred Health, Melbourne, Victoria, Australia
| | - Anouk Dev
- Gastroenterology and Hepatology, Monash Health, Clayton, Victoria, Australia.,School of Clinical Sciences, Monash University, Clayton, Victoria, Australia
| | - William Sievert
- Gastroenterology and Hepatology, Monash Health, Clayton, Victoria, Australia.,School of Clinical Sciences, Monash University, Clayton, Victoria, Australia
| | - Stephen Bloom
- Monash Central Clinical School, Monash University, Clayton, Victoria, Australia.,Gastroenterology and Hepatology, Eastern Health, Box Hill, Victoria, Australia
| | - Paul Gow
- Gastroenterology, Austin Health, Heidelberg, Victoria, Australia.,Medicine, Dentistry and Health Sciences, The University of Melbourne, Melbourne, Victoria, Australia
| | - William Kemp
- Gastroenterology and Hepatology, Alfred Health, Melbourne, Victoria, Australia.,Monash Central Clinical School, Monash University, Clayton, Victoria, Australia
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Yilmaz Y, Toraman AE, Alp C, Doğan Z, Keklikkiran C, Stepanova M, Younossi Z. Impairment of patient-reported outcomes among patients with non-alcoholic fatty liver disease: a registry-based study. Aliment Pharmacol Ther 2023; 57:215-223. [PMID: 36369643 DOI: 10.1111/apt.17301] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/10/2022] [Revised: 10/20/2022] [Accepted: 10/29/2022] [Indexed: 11/13/2022]
Abstract
BACKGROUND Patients with non-alcoholic fatty liver disease (NAFLD) and more advanced fibrosis tend to have more impairment in their health-related quality of life and other patient-reported outcomes (PROs). AIM To assess the association of PROs with select non-invasive tests (NITs) for fibrosis including FAST, Agile 3+ and Agile 4 scores METHODS: We enrolled patients with an established diagnosis of NAFLD who were seen in a tertiary care clinic into the NAFLD/NASH Registry. The FAST, Agile 3+ and Agile 4 scores were calculated using liver stiffness measurements by transient elastography and laboratory parameters. PROs were assessed using FACIT-F, CLDQ-NASH and WPAI instruments (total of 17 domain and summary scores). RESULTS There were 1509 patients with NAFLD (mean age: 49 ± 11 years, 50% men, 41% employed, 30% advanced fibrosis and 20% cirrhosis). The mean FAST, Agile 3+ and Agile 4 scores were 0.39 ± 0.26, 0.35 ± 0.31 and 0.12 ± 0.23, respectively. Subjects with lower FAST, Agile 3+ and Agile 4 scores had the highest scores in select domains of FACIT-F, CLDQ-NASH and WPAI (p < 0.05 in comparison to subjects with elevated or high-risk NIT scores). Correlations with continuous NITs were significantly negative for Emotional and Functional well-being (FACIT-F), Activity/energy, Systemic symptoms, Worry and total scores (CLDQ-NASH), and Activity of WPAI (p < 0.05); the strongest was for Worry (CLDQ-NASH) with FAST (R = -0.17, p < 0.0001). The PRO scores of patients with NAFLD were lower than those of matched patients with chronic hepatitis B (p < 0.05 for 9/17 domain and summary scores). CONCLUSION Patients with NAFLD and high FAST, Agile 3+ or Agile 4 scores experience impairment of health-related quality of life.
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Affiliation(s)
- Yusuf Yilmaz
- Institute of Gastroenterology, Marmara University, İstanbul, Turkey
- Department of Gastroenterology, School of Medicine, Recep Tayyip Erdoğan University, Rize, Turkey
- The Global NASH Council, Center for Outcomes Research in Liver Diseases, Washington, DC, USA
| | | | - Ceyda Alp
- School of Medicine, Marmara University, İstanbul, Turkey
| | - Zehra Doğan
- School of Medicine, Marmara University, İstanbul, Turkey
| | | | - Maria Stepanova
- The Global NASH Council, Center for Outcomes Research in Liver Diseases, Washington, DC, USA
- Beatty Liver and Obesity Research Program, Inova Health System, Falls Church, Virginia, USA
- Center for Liver Disease, Department of Medicine, Inova Fairfax Medical Campus, Falls Church, Virginia, USA
- Inova Medicine Service Line, Inova Health System, Falls Church, Virginia, USA
| | - Zobair Younossi
- The Global NASH Council, Center for Outcomes Research in Liver Diseases, Washington, DC, USA
- Beatty Liver and Obesity Research Program, Inova Health System, Falls Church, Virginia, USA
- Center for Liver Disease, Department of Medicine, Inova Fairfax Medical Campus, Falls Church, Virginia, USA
- Inova Medicine Service Line, Inova Health System, Falls Church, Virginia, USA
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Tagkou NM, Goossens N. Stéatose hépatique non alcoolique : diagnostic et traitement en 2022. SCHWEIZER GASTROENTEROLOGIE 2023; 4:27-37. [PMCID: PMC9990575 DOI: 10.1007/s43472-023-00091-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 01/02/2023] [Indexed: 08/30/2023]
Abstract
La NAFLD (Non Alcoholic Fatty Liver Disease ) est la manifestation hépatique d’un trouble métabolique multisystémique. Elle est la principale cause de maladie hépatique au niveau mondial, avec une prévalence croissante. Bien qu’il s’agisse principalement d’une maladie silencieuse à évolution lente, certains patients présentent un risque élevé de progression de la maladie et d’issues plus graves telles que la cirrhose, le carcinome hépatocellulaire et la transplantation hépatique. Malgré les multiples études menées et les nombreux essais cliniques en cours, il n’existe pas de médicaments approuvés pour la NAFLD/NASH (Non Alcoholic Steato-Hepatitis ), et le traitement doit donc se fonder sur des stratégies de modification du mode de vie. Cette revue explorera la définition et l’épidémiologie courantes de la NAFLD et de la NASH ainsi que les facteurs de risque et les conséquences de la maladie, tout en résumant les recommandations existantes pour le diagnostic, la stratification du risque et la prise en charge de la maladie.
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Affiliation(s)
- Nikoletta Maria Tagkou
- Service de Gastroentérologie et d’Hépatologie, Hôpitaux Universitaires de Genève (HUG), Rue Gabrielle-Perret-Gentil 4, 1211 Genève 14, Suisse
| | - Nicolas Goossens
- Service de Gastroentérologie et d’Hépatologie, Hôpitaux Universitaires de Genève (HUG), Rue Gabrielle-Perret-Gentil 4, 1211 Genève 14, Suisse
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Thiele M, Serra-Burriel M, Graupera I, Krag A. Reply. Clin Gastroenterol Hepatol 2023; 21:239-240. [PMID: 35381383 DOI: 10.1016/j.cgh.2022.03.036] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/10/2022] [Accepted: 03/20/2022] [Indexed: 02/07/2023]
Affiliation(s)
- Maja Thiele
- Hospital Clinic de Barcelona, Barcelona, Spain
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Side effect profile of pharmacologic therapies for liver fibrosis in nonalcoholic fatty liver disease: a systematic review and network meta-analysis. Eur J Gastroenterol Hepatol 2023; 35:1-14. [PMID: 36468565 DOI: 10.1097/meg.0000000000002471] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/10/2022]
Abstract
Several studies have found that antifibrosis treatment for nonalcoholic fatty liver disease (NAFLD) can cause a variety of side effects. No network meta-analysis (NMA) analyzes the adverse events of antifibrotic drugs for NAFLD. This NMA aimed to systematically compare the drug-related side effects when using different pharmacological agents for the treatment of liver fibrosis in NAFLD. PubMed, EMBASE, Web of Science and Cochrane Library were systematically searched to select related studies published in English from the database inception until 30 June 2022. We conducted Bayesian fixed-effects NMA using data from randomized controlled trials (RCTs) to derive relative risks (RRs). The surface under the cumulative ranking (SUCRA) probabilities was used to assess ranking. A total of 26 RCTs with 19 interventions met the inclusion criteria. SUCRA analysis suggested that the lanifibranor group had the highest risk of diarrhea (SUCRA, 94), whereas the liraglutide group had the highest risk of constipation (SUCRA, 92.9). The semaglutide group showed the highest incidence of nausea (SUCRA, 81.2) and abdominal pain (SUCRA, 90.5), respectively. The cenicriviroc group showed the highest risk in the incidence of fatigue (SUCRA, 82.4). The MSDC-0602K group had the highest risk of headache (SUCRA, 76.4), whereas the obeticholic acid group had the highest risk of pruritus (SUCRA, 80.1). The risk of side effects significantly varied among different pharmacologic regimens, and evidence showed that lanifibranor, liraglutide, semaglutide, cenicriviroc, MSDC-0602K and obeticholic acid were the pharmacological interventions with the highest risk in patients with NAFLD. This study may guide clinicians and support further research.
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Graupera I, Thiele M, Serra-Burriel M, Caballeria L, Roulot D, Wong GLH, Fabrellas N, Guha IN, Arslanow A, Expósito C, Hernández R, Aithal GP, Galle PR, Pera G, Wong VWS, Lammert F, Ginès P, Castera L, Krag A. Low Accuracy of FIB-4 and NAFLD Fibrosis Scores for Screening for Liver Fibrosis in the Population. Clin Gastroenterol Hepatol 2022; 20:2567-2576.e6. [PMID: 34971806 DOI: 10.1016/j.cgh.2021.12.034] [Citation(s) in RCA: 140] [Impact Index Per Article: 46.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/09/2021] [Revised: 11/29/2021] [Accepted: 12/22/2021] [Indexed: 02/07/2023]
Abstract
BACKGROUND & AIMS Fibrosis-4 (FIB-4) and the nonalcoholic fatty liver disease fibrosis score (NFS) are the 2 most popular noninvasive blood-based serum tests proposed for widespread fibrosis screening. We therefore aimed to describe the accuracy of FIB-4 and NFS to detect elevated liver stiffness as an indicator of hepatic fibrosis in low-prevalence populations. METHODS This study included a total of 5129 patients with concomitant measurement of FIB-4, NFS, and liver stiffness measurement (LSM) by Fibroscan (Echosens, France) from 5 independent population-based cohorts from Spain, Hong Kong, Denmark, England, and France; 3979 participants from the general population and 1150 from at-risk cohorts due to alcohol, diabetes, or obesity. We correlated LSM with FIB-4 and NFS, and calculated pre- and post-test predictive values of FIB-4 and NFS to detect elevated LSM at 8 kPa and 12 kPa cutoffs. The mean age was 53 ± 12 years, the mean body mass index was 27 ± 5 kg/m2, and 2439 (57%) were women. One in 10 patients (552; 11%) had liver stiffness ≥8 kPa, but 239 of those (43%) had a normal FIB-4, and 171 (31%) had normal NFS. The proportion of false-negatives was higher in at-risk patients than the general population. FIB-4 was false-negative in 11% of diabetic subjects, compared with 2.5% false-negatives with NFS. Waist circumference outperformed FIB-4 and NFS for detecting LSM ≥8 kPa in the general population. Almost one-third (28%-29%) of elevated FIB-4/NFS were false-positive in both the general population and at-risk cohorts. CONCLUSIONS FIB-4 and NFS are suboptimal for screening purposes due to a high risk of overdiagnosis and a non-negligible percentage of false-negatives, especially in patients with risk factors for chronic liver disease. Waist circumference emerged as a potential first step to identify patients at risk for liver fibrosis in the general population.
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Affiliation(s)
- Isabel Graupera
- Liver Unit Hospital Clínic. Institut D'investigacions Biomèdiques August Pi I Sunyer (IDIBAPS), Centro de Investigación En Red de Enfermedades Hepáticas Y Digestivas (Ciberehd), Faculty of Medicine and Health Sciences, University of Barcelona, Barcelona, Spain
| | - Maja Thiele
- Center for Liver Research, Department of Gastroenterology and Hepatology, Odense University Hospital, and Department for Clinical Research, University of Southern Denmark, Odense, Denmark
| | - Miquel Serra-Burriel
- Epidemiology, Biostatistics, and Prevention Institute, University of Zurich, Zurich, Switzerland
| | - Llorenç Caballeria
- USR Metropolitana Nord, IDIAP Jordi Gol, ICS Institut Català de la Salut, Barcelona, Spain
| | - Dominique Roulot
- Department of Hepatology, AP-HP, Hopital Avicenne, Bobigny, France; Université Paris 13, Sorbonne Paris Cité, Villetaneuse, France
| | - Grace Lai-Hung Wong
- Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong
| | - Núria Fabrellas
- Faculty of Medicine and Health Sciences, School of Nursing, University of Barcelona; Institut D'investigacions Biomèdiques August Pi I Sunyer (IDIBAPS), Centro de Investigación En Red de Enfermedades Hepáticas Y Digestivas (Ciberehd), Barcelona, Spain
| | - Indra Neil Guha
- NIHR Nottingham Biomedical Research Centre, Nottingham University Hospitals NHS Trust and the University of Nottingham, Nottingham, United Kingdom
| | - Anita Arslanow
- Department of Internal Medicine I, University Medical Centre of the Johannes Gutenberg-University Mainz, Mainz, Germany; Department of Medicine II, Saarland University Medical Center, Saarland University, Homburg, Germany
| | - Carmen Expósito
- USR Metropolitana Nord, IDIAP Jordi Gol, ICS Institut Català de la Salut, Barcelona, Spain
| | - Rosario Hernández
- CAP La Marina, Institut Català de la Salut de Barcelona, Barcelona, Spain
| | - Guruprasad Padur Aithal
- NIHR Nottingham Biomedical Research Centre, Nottingham University Hospitals NHS Trust and the University of Nottingham, Nottingham, United Kingdom
| | - Peter R Galle
- Department of Internal Medicine I, University Medical Centre of the Johannes Gutenberg-University Mainz, Mainz, Germany
| | - Guillem Pera
- USR Metropolitana Nord, IDIAP Jordi Gol, ICS Institut Català de la Salut, Barcelona, Spain
| | - Vincent Wai-Sun Wong
- Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong
| | - Frank Lammert
- Department of Medicine II, Saarland University Medical Center, Saarland University, Homburg, Germany
| | - Pere Ginès
- Liver Unit Hospital Clínic. Institut D'investigacions Biomèdiques August Pi I Sunyer (IDIBAPS), Centro de Investigación En Red de Enfermedades Hepáticas Y Digestivas (Ciberehd), Faculty of Medicine and Health Sciences, University of Barcelona, Barcelona, Spain
| | - Laurent Castera
- Hôpital Beaujon; Department of Hepatology, Hôpital Beaujon, Assistance Publique-Hôpitaux de Paris, Clichy, France; Université Paris VII, Inserm Umr 1149, Centre de Recherche Sur L'inflammation, Paris, France
| | - Aleksander Krag
- Center for Liver Research, Department of Gastroenterology and Hepatology, Odense University Hospital, and Department for Clinical Research, University of Southern Denmark, Odense, Denmark
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Eshraghian A, Fattahi MR, Taghavi A, Shamsaeefar A, Mansoorian M, Kazemi K, Nikeghbalian S, Malek-Hosseini SA. Metabolic syndrome, hepatic fibrosis, and steatosis diagnosed by liver stiffness measurement and controlled attenuation parameter after liver transplantation: the impact on long-term survival. Expert Rev Gastroenterol Hepatol 2022; 16:1003-1009. [PMID: 36254767 DOI: 10.1080/17474124.2022.2137488] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Abstract
BACKGROUND Liver stiffness measurement (LSM) and controlled attenuation parameter (CAP) are used for diagnosis of liver fibrosis and steatosis. This study aimed to noninvasively evaluate hepatic steatosis and fibrosis in liver transplant recipients using CAP and LSM and the impact on survival of patients. METHODS In a prospective study, adult liver transplant recipients were included. CAP and LSM obtained during transient elastography (TE) were used for assessment of hepatic steatosis and fibrosis. Patients were followed during 4 years for mortality as the main outcome after liver transplantation. RESULTS From 296 patients, 24.7% and 25% of liver transplant recipients had liver steatosis and fibrosis in CAP and LSM, respectively. In multivariable Cox regression analysis, etiology of liver disease (NASH versus non-NASH) (HR: 3.125; 95% CI: 1.594-6.134; p = 0.001), and post-transplant diabetes mellitus (PTDM) (HR: 2.617; 95% CI: 1.396-4.926; p = 0.003) were associated with hepatic steatosis after liver transplantation. In multivariable Cox regression analysis, liver fibrosis was an independent predictor of mortality after liver transplantation (HR: 4.926; 95%CI: 1.779-13.513; p = 0.002). CONCLUSION CAP and LS measurement during TE are useful methods for diagnosis of hepatic steatosis and fibrosis in liver transplant recipients. LS measurement might predict long-term survival of patients.
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Affiliation(s)
- Ahad Eshraghian
- Shiraz Transplant Center, Abu-Ali Sina Hospital, Shiraz, Iran
| | - Mohammad Reza Fattahi
- Gastroenterohepatology Research Center, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Alireza Taghavi
- Gastroenterohepatology Research Center, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Alireza Shamsaeefar
- Shiraz Transplant Center, Abu-Ali Sina Hospital, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Mohsenreza Mansoorian
- Shiraz Transplant Center, Abu-Ali Sina Hospital, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Kourosh Kazemi
- Shiraz Transplant Center, Abu-Ali Sina Hospital, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Saman Nikeghbalian
- Shiraz Transplant Center, Abu-Ali Sina Hospital, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Seyed Ali Malek-Hosseini
- Shiraz Transplant Center, Abu-Ali Sina Hospital, Shiraz University of Medical Sciences, Shiraz, Iran
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Liu HH, Xu Y, Li CJ, Hsu SJ, Lin XH, Zhang R, Chen J, Chen J, Gao DM, Cui JF, Yang XR, Ren ZG, Chen RX. An SCD1-dependent mechanoresponsive pathway promotes HCC invasion and metastasis through lipid metabolic reprogramming. Mol Ther 2022; 30:2554-2567. [PMID: 35358687 PMCID: PMC9263248 DOI: 10.1016/j.ymthe.2022.03.015] [Citation(s) in RCA: 37] [Impact Index Per Article: 12.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2021] [Revised: 02/15/2022] [Accepted: 03/24/2022] [Indexed: 11/17/2022] Open
Abstract
Matrix stiffness promotes hepatocellular carcinoma (HCC) metastasis. This study examined the contribution of lipid metabolic reprogramming to matrix stiffness-induced HCC metastasis. HCC cells were cultured on mechanically tunable polyacrylamide gels and subjected to lipidomic analysis. The key enzyme that responded to matrix stiffness and regulated lipid metabolism was identified. The comparative lipidomic screening revealed that stearoyl-CoA desaturase 1 (SCD1) is a mechanoresponsive enzyme that reprogrammed HCC cell lipid metabolism. The genetic and pharmacological inhibition of SCD1 expression/activity altered the cellular lipid composition, which in turn impaired plasma membrane fluidity and inhibited in vitro invasive motility of HCC cells in response to high matrix stiffness. Knockdown of SCD1 suppressed HCC invasion and metastasis in vivo. Conversely, the overexpression of SCD1 or exogenous administration of its product oleic acid augmented plasma membrane fluidity and rescued in vitro invasive migration in HCC cells cultured on soft substrates, mimicking the effects imposed by high matrix stiffness. In human HCC tissues, collagen content, a marker of increasing matrix stiffness, and increased expression of SCD1 together predicted poor survival of HCC patients. An SCD1-dependent mechanoresponsive pathway that responds to increasing matrix stiffness in the tumor microenvironment promotes HCC invasion and metastasis through lipid metabolic reprogramming.
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Affiliation(s)
- Hua-Hua Liu
- Liver Cancer Institute, Zhongshan Hospital, Fudan University and Key Laboratory of Carcinogenesis and Cancer Invasion, Ministry of Education, 180 Fenglin Road, Shanghai 200032, China
| | - Yang Xu
- Liver Cancer Institute, Zhongshan Hospital, Fudan University and Key Laboratory of Carcinogenesis and Cancer Invasion, Ministry of Education, 180 Fenglin Road, Shanghai 200032, China
| | - Cao-Jie Li
- Liver Cancer Institute, Zhongshan Hospital, Fudan University and Key Laboratory of Carcinogenesis and Cancer Invasion, Ministry of Education, 180 Fenglin Road, Shanghai 200032, China
| | - Shu-Jung Hsu
- Liver Cancer Institute, Zhongshan Hospital, Fudan University and Key Laboratory of Carcinogenesis and Cancer Invasion, Ministry of Education, 180 Fenglin Road, Shanghai 200032, China
| | - Xia-Hui Lin
- Liver Cancer Institute, Zhongshan Hospital, Fudan University and Key Laboratory of Carcinogenesis and Cancer Invasion, Ministry of Education, 180 Fenglin Road, Shanghai 200032, China
| | - Rui Zhang
- Liver Cancer Institute, Zhongshan Hospital, Fudan University and Key Laboratory of Carcinogenesis and Cancer Invasion, Ministry of Education, 180 Fenglin Road, Shanghai 200032, China
| | - Jie Chen
- Liver Cancer Institute, Zhongshan Hospital, Fudan University and Key Laboratory of Carcinogenesis and Cancer Invasion, Ministry of Education, 180 Fenglin Road, Shanghai 200032, China
| | - Jun Chen
- Liver Cancer Institute, Zhongshan Hospital, Fudan University and Key Laboratory of Carcinogenesis and Cancer Invasion, Ministry of Education, 180 Fenglin Road, Shanghai 200032, China
| | - Dong-Mei Gao
- Liver Cancer Institute, Zhongshan Hospital, Fudan University and Key Laboratory of Carcinogenesis and Cancer Invasion, Ministry of Education, 180 Fenglin Road, Shanghai 200032, China
| | - Jie-Feng Cui
- Liver Cancer Institute, Zhongshan Hospital, Fudan University and Key Laboratory of Carcinogenesis and Cancer Invasion, Ministry of Education, 180 Fenglin Road, Shanghai 200032, China
| | - Xin-Rong Yang
- Liver Cancer Institute, Zhongshan Hospital, Fudan University and Key Laboratory of Carcinogenesis and Cancer Invasion, Ministry of Education, 180 Fenglin Road, Shanghai 200032, China.
| | - Zheng-Gang Ren
- Liver Cancer Institute, Zhongshan Hospital, Fudan University and Key Laboratory of Carcinogenesis and Cancer Invasion, Ministry of Education, 180 Fenglin Road, Shanghai 200032, China; National Clinical Research Center for Interventional Medicine, Shanghai, China.
| | - Rong-Xin Chen
- Liver Cancer Institute, Zhongshan Hospital, Fudan University and Key Laboratory of Carcinogenesis and Cancer Invasion, Ministry of Education, 180 Fenglin Road, Shanghai 200032, China; National Clinical Research Center for Interventional Medicine, Shanghai, China.
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50
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Pavlides M, Mózes FE, Harrison SA. Reply to: Non-invasive tests and advanced chronic liver disease in NAFLD: two steps forward and one step back? Gut 2022; 71:1453-1454. [PMID: 34706868 PMCID: PMC9185810 DOI: 10.1136/gutjnl-2021-326313] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/13/2021] [Accepted: 10/14/2021] [Indexed: 12/13/2022]
Affiliation(s)
- Michael Pavlides
- Cardiovascular Medicine, Radcliffe Department of Medicine, Oxford University, Oxford, UK .,Translational Gastroenterology Unit, University of Oxford, Oxford, UK.,NIHR Oxford Biomedical Research Centre, Oxford University Hospitals NHS Foundation Trust and the University of Oxford, Oxford, UK
| | - Ferenc E. Mózes
- Cardiovascular Medicine, Radcliffe Department of Medicine, Oxford University, Oxford, UK
| | - Stephen A. Harrison
- Cardiovascular Medicine, Radcliffe Department of Medicine, Oxford University, Oxford, UK
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