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Verschuren L, Mak AL, van Koppen A, Özsezen S, Difrancesco S, Caspers MPM, Snabel J, van der Meer D, van Dijk AM, Rashu EB, Nabilou P, Werge MP, van Son K, Kleemann R, Kiliaan AJ, Hazebroek EJ, Boonstra A, Brouwer WP, Doukas M, Gupta S, Kluft C, Nieuwdorp M, Verheij J, Gluud LL, Holleboom AG, Tushuizen ME, Hanemaaijer R. Development of a novel non-invasive biomarker panel for hepatic fibrosis in MASLD. Nat Commun 2024; 15:4564. [PMID: 38811591 PMCID: PMC11137090 DOI: 10.1038/s41467-024-48956-0] [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: 08/23/2023] [Accepted: 05/20/2024] [Indexed: 05/31/2024] Open
Abstract
Accurate non-invasive biomarkers to diagnose metabolic dysfunction-associated steatotic liver disease (MASLD)-related fibrosis are urgently needed. This study applies a translational approach to develop a blood-based biomarker panel for fibrosis detection in MASLD. A molecular gene expression signature identified from a diet-induced MASLD mouse model (LDLr-/-.Leiden) is translated into human blood-based biomarkers based on liver biopsy transcriptomic profiles and protein levels in MASLD patient serum samples. The resulting biomarker panel consists of IGFBP7, SSc5D and Sema4D. LightGBM modeling using this panel demonstrates high accuracy in predicting MASLD fibrosis stage (F0/F1: AUC = 0.82; F2: AUC = 0.89; F3/F4: AUC = 0.87), which is replicated in an independent validation cohort. The overall accuracy of the model outperforms predictions by the existing markers Fib-4, APRI and FibroScan. In conclusion, here we show a disease mechanism-related blood-based biomarker panel with three biomarkers which is able to identify MASLD patients with mild or advanced hepatic fibrosis with high accuracy.
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Affiliation(s)
| | - Anne Linde Mak
- Department of Vascular Medicine, Amsterdam University Medical Centers, Amsterdam, The Netherlands
| | | | | | | | | | | | | | - Anne-Marieke van Dijk
- Department of Vascular Medicine, Amsterdam University Medical Centers, Amsterdam, The Netherlands
| | - Elias Badal Rashu
- Gastro Unit, Copenhagen University Hospital Hvidovre, Hvidovre, Denmark and Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
| | - Puria Nabilou
- Gastro Unit, Copenhagen University Hospital Hvidovre, Hvidovre, Denmark and Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
| | - Mikkel Parsberg Werge
- Gastro Unit, Copenhagen University Hospital Hvidovre, Hvidovre, Denmark and Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
| | - Koen van Son
- Department of Vascular Medicine, Amsterdam University Medical Centers, Amsterdam, The Netherlands
| | | | - Amanda J Kiliaan
- Department of Medical Imaging, Anatomy, and Radboud Alzheimer Center, Radboud University Medical Center, Donders Institute for Brain, Cognition, and Behavior, Nijmegen, the Netherlands
| | - Eric J Hazebroek
- Department of Bariatric Surgery, Vitalys, Rijnstate Hospital, Arnhem, the Netherlands and Division of Human Nutrition and Health, Wageningen University, Wageningen, The Netherlands
| | - André Boonstra
- Department of Gastroenterology and Hepatology, Erasmus MC University Medical Center, Rotterdam, The Netherlands
| | - Willem P Brouwer
- Department of Gastroenterology and Hepatology, Erasmus MC University Medical Center, Rotterdam, The Netherlands
| | - Michail Doukas
- Department of Pathology, Erasmus MC Cancer Institute, Rotterdam, The Netherlands
| | - Saurabh Gupta
- Translational Medicine, Bristol Meyers Squibb, Princeton Pike, NJ, USA
| | | | - Max Nieuwdorp
- Department of Vascular Medicine, Amsterdam University Medical Centers, Amsterdam, The Netherlands
| | - Joanne Verheij
- Department of Pathology, Amsterdam University Medical Centers, Amsterdam, The Netherlands
| | - Lise Lotte Gluud
- Gastro Unit, Copenhagen University Hospital Hvidovre, Hvidovre, Denmark and Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
| | - Adriaan G Holleboom
- Department of Vascular Medicine, Amsterdam University Medical Centers, Amsterdam, The Netherlands
| | - Maarten E Tushuizen
- Department of Gastroenterology and Hepatology, Leiden University Medical Center, Leiden, The Netherlands
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Gabriel-Medina P, Ferrer-Costa R, Ciudin A, Augustin S, Rivera-Esteban J, Pericàs JM, Selva DM, Rodriguez-Frias F. Accuracy of a sequential algorithm based on FIB-4 and ELF to identify high-risk advanced liver fibrosis at the primary care level. Intern Emerg Med 2024; 19:745-756. [PMID: 37952070 PMCID: PMC11039533 DOI: 10.1007/s11739-023-03441-2] [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: 12/02/2022] [Accepted: 06/21/2023] [Indexed: 11/14/2023]
Abstract
Non-alcoholic fatty liver disease (NAFLD) is the leading cause of chronic liver disease, and liver fibrosis is the strongest predictor of morbimortality. We aimed to assess the performance of a sequential algorithm encompassing the Fibrosis 4 (FIB-4) and Enhanced Liver Fibrosis (ELF) scores for identifying patients at risk of advanced fibrosis. This cross-sectional study included one hospital-based cohort with biopsy-proven NAFLD (n = 140) and two primary care cohorts from different clinical settings: Type 2 Diabetes (T2D) follow-up (n = 141) and chronic liver disease (CLD) initial study (n = 138). Logistic regression analysis was performed to assess liver fibrosis diagnosis models based on FIB-4 and ELF biomarkers. The sequential algorithm retrieved the following accuracy parameters in predicting stages F3-4 in the biopsy-confirmed cohort: sensitivity (85%), specificity (73%), negative predictive value (79%) and positive predictive value (81%). In both T2D and CLD cohorts, a total of 28% of patients were classified as stages F3-4. Furthermore, of all F3-4 classified patients in the T2D cohort, 80% had a diagnosis of liver disease and 44% were referred to secondary care. Likewise, of all F3-4 classified patients in the CLD cohort, 71% had a diagnosis of liver disease and 44% were referred to secondary care. These results suggest the potential utility of this algorithm as a liver fibrosis stratifying tool in primary care, where updating referral protocols to detect high-risk F3-4 is needed. FIB-4 and ELF sequential measurement is an efficient strategy to prioritize patients with high risk of F3-4 in populations with metabolic risk factors.
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Affiliation(s)
- Pablo Gabriel-Medina
- Clinical Biochemistry Department, Vall d'Hebron University Hospital, 08035, Barcelona, Spain.
- Biochemistry and Molecular Biology Department, Universitat Autònoma de Barcelona (UAB), 08193, Barcelona, Spain.
- Clinical Biochemistry Research Team, Vall d'Hebron Institut de Recerca (VHIR), 08035, Barcelona, Spain.
| | - Roser Ferrer-Costa
- Clinical Biochemistry Department, Vall d'Hebron University Hospital, 08035, Barcelona, Spain.
- Clinical Biochemistry Research Team, Vall d'Hebron Institut de Recerca (VHIR), 08035, Barcelona, Spain.
| | - Andreea Ciudin
- Endocrinology and Nutrition Department, Vall d'Hebron University Hospital, 08035, Barcelona, Spain
- Diabetes and Metabolism Department, Vall d'Hebron Institut de Recerca (VHIR), Universitat Autònoma de Barcelona (UAB), 08035, Barcelona, Spain
- Centro de Investigación Biomédica en Red de Diabetes y Enfermedades Metabólicas Asociadas (CIBERDEM), 28029, Madrid, Spain
| | - Salvador Augustin
- Liver Unit, Internal Medicine Department, Vall d'Hebron Institut de Recerca (VHIR), Vall d'Hebron University Hospital, 08035, Barcelona, Spain
- Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBEREHD), 28029, Madrid, Spain
| | - Jesus Rivera-Esteban
- Biochemistry and Molecular Biology Department, Universitat Autònoma de Barcelona (UAB), 08193, Barcelona, Spain
- Liver Unit, Internal Medicine Department, Vall d'Hebron Institut de Recerca (VHIR), Vall d'Hebron University Hospital, 08035, Barcelona, Spain
| | - J M Pericàs
- Liver Unit, Internal Medicine Department, Vall d'Hebron Institut de Recerca (VHIR), Vall d'Hebron University Hospital, 08035, Barcelona, Spain
- Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBEREHD), 28029, Madrid, Spain
| | - D M Selva
- Diabetes and Metabolism Department, Vall d'Hebron Institut de Recerca (VHIR), Universitat Autònoma de Barcelona (UAB), 08035, Barcelona, Spain
- Centro de Investigación Biomédica en Red de Diabetes y Enfermedades Metabólicas Asociadas (CIBERDEM), 28029, Madrid, Spain
| | - Francisco Rodriguez-Frias
- Clinical Biochemistry Department, Vall d'Hebron University Hospital, 08035, Barcelona, Spain
- Biochemistry and Molecular Biology Department, Universitat Autònoma de Barcelona (UAB), 08193, Barcelona, Spain
- Clinical Biochemistry Research Team, Vall d'Hebron Institut de Recerca (VHIR), 08035, Barcelona, Spain
- Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBEREHD), 28029, Madrid, Spain
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Castagneto-Gissey L, Bornstein SR, Mingrone G. Can liquid biopsies for MASH help increase the penetration of metabolic surgery? A narrative review. Metabolism 2024; 151:155721. [PMID: 37923007 DOI: 10.1016/j.metabol.2023.155721] [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: 07/06/2023] [Revised: 10/30/2023] [Accepted: 10/30/2023] [Indexed: 11/07/2023]
Abstract
This narrative review highlights current evidence on non-invasive tests to predict the presence or absence as well as the severity of metabolic dysfunction-associated steatohepatitis (MASH) and liver fibrosis. Metabolic dysfunction-associated steatotic liver disease (MASLD) is a common condition characterized by fat accumulation in the liver that affects 32 % of the world population. The most severe form of MASLD is MASH in which hepatocyte ballooning and inflammation are present together with steatosis; MASH is often associated with liver fibrosis. MASH diagnosis is determined by invasive liver biopsy. Hence, there is a critical need for non-invasive MASH tests. Plasma biomarkers for MASH diagnosis generally have low sensitivity (62-66 %), and specificity (78-82 %). Monocyte levels of Perilipin2 (PLIN2) predict MASH with an accuracy of 92-93 %, and sensitivity and specificity of 90-95 % and 88-100 %, respectively. This liquid biopsy test can facilitate the study of MASH prevalence in general populations and also monitor the effects of lifestyle, surgical, and pharmacological interventions. Without any FDA-approved MASH therapeutic, and with metabolic surgery markedly surpassing the efficacy of lifestyle modification, an accurate and reliable liquid biopsy could help more people choose surgery as a treatment for MASH.
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Affiliation(s)
| | - Stefan R Bornstein
- Department of Medicine III, Universitätsklinikum Carl Gustav Carus an der Technischen Universität Dresden, Dresden, Germany; Division of Diabetes & Nutritional Sciences, School of Cardiovascular and Metabolic Medicine & Sciences, King's College London, London, United Kingdom
| | - Geltrude Mingrone
- Division of Diabetes & Nutritional Sciences, School of Cardiovascular and Metabolic Medicine & Sciences, King's College London, London, United Kingdom; Università Cattolica del Sacro Cuore, Rome, Italy; Department of Medical and Surgical Sciences, Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy.
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Moreira RO, Valerio CM, Villela-Nogueira CA, Cercato C, Gerchman F, Lottenberg AMP, Godoy-Matos AF, Oliveira RDA, Brandão Mello CE, Álvares-da-Silva MR, Leite NC, Cotrim HP, Parisi ER, Silva GF, Miranda PAC, Halpern B, Pinto Oliveira C. Brazilian evidence-based guideline for screening, diagnosis, treatment, and follow-up of metabolic dysfunction-associated steatotic liver disease (MASLD) in adult individuals with overweight or obesity: A joint position statement from the Brazilian Society of Endocrinology and Metabolism (SBEM), Brazilian Society of Hepatology (SBH), and Brazilian Association for the Study of Obesity and Metabolic Syndrome (Abeso). ARCHIVES OF ENDOCRINOLOGY AND METABOLISM 2023; 67:e230123. [PMID: 38048417 DOI: 10.20945/2359-4292-2023-0123] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/06/2023]
Abstract
INTRODUCTION Metabolic dysfunction-associated steatotic liver disease (MASLD), previously known as Nonalcoholic fatty liver disease (NAFLD), is one of the most common hepatic diseases in individuals with overweight or obesity. In this context, a panel of experts from three medical societies was organized to develop an evidence-based guideline on the screening, diagnosis, treatment, and follow-up of MASLD. MATERIAL AND METHODS A MEDLINE search was performed to identify randomized clinical trials, meta-analyses, cohort studies, observational studies, and other relevant studies on NAFLD. In the absence of studies on a certain topic or when the quality of the study was not adequate, the opinion of experts was adopted. Classes of Recommendation and Levels of Evidence were determined using prespecified criteria. RESULTS Based on the literature review, 48 specific recommendations were elaborated, including 11 on screening and diagnosis, 9 on follow-up,14 on nonpharmacologic treatment, and 14 on pharmacologic and surgical treatment. CONCLUSION A literature search allowed the development of evidence-based guidelines on the screening, diagnosis, treatment, and follow-up of MASLD in individuals with overweight or obesity.
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Affiliation(s)
- Rodrigo Oliveira Moreira
- Instituto Estadual de Diabetes e Endocrinologia Luiz Capriglione, Rio de Janeiro, RJ, Brasil,
- Faculdade de Medicina de Valença,Centro Universitário de Valença, Valença, RJ, Brasil
- Faculdade de Medicina, Centro Universitário Presidente Antônio Carlos, Juiz de Fora, MG, Brasil
| | - Cynthia Melissa Valerio
- Instituto Estadual de Diabetes e Endocrinologia Luiz Capriglione, Rio de Janeiro, RJ, Brasil
| | - Cristiane Alves Villela-Nogueira
- Departamento de Clínica Médica, Faculdade de Medicina e Serviço de Hepatologia, Hospital Universitário Clementino Fraga Filho, Universidade Federal do Rio de Janeiro, Rio de Janeiro, RJ, Brasil
| | - Cintia Cercato
- Grupo de Obesidade, Hospital das Clínicas, Universidade de São Paulo, São Paulo, SP, Brasil
- Laboratório de Lípides, Hospital das Clínicas, Faculdade de Medicina, Universidade de São Paulo, São Paulo, SP, Brasil
| | - Fernando Gerchman
- Programa de Pós-graduação em Ciências Médicas (Endocrinologia), Universidade Federal do Rio Grande do Sul, Porto Alegre, RS, Brasil
- Divisão de Endocrinologia e Metabolismo, Hospital das Clínicas de Porto Alegre, Porto Alegre, RS, Brasil
| | - Ana Maria Pita Lottenberg
- Laboratório de Lípides, Hospital das Clínicas, Faculdade de Medicina, Universidade de São Paulo, São Paulo, SP, Brasil
- Hospital Israelita Albert Einstein, São Paulo, SP, Brasil
| | | | | | - Carlos Eduardo Brandão Mello
- Departamento de Clínica Médica e da Disciplina de Gastroenterologia Clínica e Cirúrgica, Escola de Medicina e Cirurgia, Universidade Federal do Estado do Rio de Janeiro, Rio de Janeiro, RJ, Brasil
- Departamento de Clínica Médica e Serviço de Hepatologia, Faculdade de Medicina, Universidade Federal do Rio de Janeiro, Rio de Janeiro, RJ, Brasil
| | - Mãrio Reis Álvares-da-Silva
- Serviço de Gastroenterologia, Hospital das Clínicas de Porto Alegre, Universidade Federal do Rio Grande do Sul, Porto Alegre, RS, Brasil
| | - Nathalie Carvalho Leite
- Serviço de Clínica Médica e Serviço de Hepatologia, Hospital Universitário Clementino Fraga Filho, Universidade Federal do Rio de Janeiro, Rio de Janeiro, RJ, Brasil
| | | | - Edison Roberto Parisi
- Disciplina de Gastroenterologia e Hepatologia, Universidade Federal de São Paulo, São Paulo, SP, Brasil
| | - Giovanni Faria Silva
- Departamento de Clínica Médica da Faculdade de Medicina de Botucatu, Botucatu, SP, Brasil
| | | | - Bruno Halpern
- Grupo de Obesidade, Hospital das Clínicas, Universidade de São Paulo, São Paulo, SP, Brasil
| | - Claudia Pinto Oliveira
- Laboratório de Investigação Médica (LIM07), Departamento de Gastroenterologia, Faculdade de Medicina, Universidade de São Paulo, São Paulo, SP, Brasil
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Staufer K, Stauber RE. Steatotic Liver Disease: Metabolic Dysfunction, Alcohol, or Both? Biomedicines 2023; 11:2108. [PMID: 37626604 PMCID: PMC10452742 DOI: 10.3390/biomedicines11082108] [Citation(s) in RCA: 28] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2023] [Revised: 07/19/2023] [Accepted: 07/20/2023] [Indexed: 08/27/2023] Open
Abstract
Non-alcoholic fatty liver disease (NAFLD) and alcohol-related liver disease (ALD), both of them accounting for fatty liver disease (FLD), are among the most common chronic liver diseases globally, contributing to substantial public health burden. Both NAFLD and ALD share a similar picture of clinical presentation yet may have differences in prognosis and treatment, which renders early and accurate diagnosis difficult but necessary. While NAFLD is the fastest increasing chronic liver disease, the prevalence of ALD has seemingly remained stable in recent years. Lately, the term steatotic liver disease (SLD) has been introduced, replacing FLD to reduce stigma. SLD represents an overarching term to primarily comprise metabolic dysfunction-associated steatotic liver disease (MASLD), formerly known as non-alcoholic fatty liver disease (NAFLD), as well as alcohol-related liver disease (ALD), and MetALD, defined as a continuum across which the contribution of MASLD and ALD varies. The present review discusses current knowledge on common denominators of NAFLD/MASLD and ALD in order to highlight clinical and research needs to improve our understanding of SLD.
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Affiliation(s)
- Katharina Staufer
- Division of Transplantation, Department of General Surgery, Medical University of Vienna, 1090 Vienna, Austria
| | - Rudolf E Stauber
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, Medical University of Graz, 8010 Graz, Austria
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Watt J, Kurth MJ, Reid CN, Lamont JV, Fitzgerald P, Ruddock MW. Non-alcoholic fatty liver disease-A pilot study investigating early inflammatory and fibrotic biomarkers of NAFLD with alcoholic liver disease. Front Physiol 2022; 13:963513. [PMID: 36589452 PMCID: PMC9801299 DOI: 10.3389/fphys.2022.963513] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2022] [Accepted: 12/05/2022] [Indexed: 12/23/2022] Open
Abstract
Introduction: Non-alcoholic fatty liver disease (NAFLD) is a condition where excess fat accumulates in the liver (hepatic steatosis) and there is no history of alcohol abuse or other secondary causes of chronic liver disease. NAFLD is a very common disorder, occurring in 25% of the global population. NAFLD is now the most common chronic liver disorder in Western countries. Liver biopsy is the gold standard for NAFLD diagnosis and staging; however, this is invasive, costly and not without risk. Biomarkers that could diagnose and stage disease would reduce the need for biopsy and allow stratification of patients at risk of progression to non-alcoholic steatohepatitis (NASH). Methods: One hundred and thirty-five patients were involved in the study [N = 135: n = 34 controls; n = 26 simple steatosis; n = 61 NAFLD/NASH, and n = 14 alcoholic liver disease (ALD)]. Clinically diagnosed (ICD-10) patient serum samples were obtained from Discovery Life Sciences (US) along with clinical history. Samples were run in duplicate using high-sensitivity cytokine array I, immunoassays and ELISAs. In total, n = 20 individual biomarkers were investigated in this pilot study. Results: Thirteen/20 (65%) biomarkers were identified as significantly different between groups; IFNγ, EGF, IL-1β, IL-6, IL-8, IL-10, TNFα, FABP-1, PIIINP, ST2/IL-33R, albumin, AST and ALT. Five/20 (25%) biomarker candidates were identified for further investigation; namely, three biomarkers of inflammation, IL-6, IL-8, and TNFα, and two biomarkers of fibrosis, PIIINP and ST2/IL-33R. Discussion: Single biomarkers are unlikely to be diagnostic or predictive at staging NAFLD due to the complex heterogeneity of the disease. However, biomarker combinations may help stratify risk and stage disease where patients are averse to biopsy. Further studies comparing the 5 biomarkers identified in this study with current diagnostic tests and fibrotic deposition in liver tissue are warranted.
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Sharma C, Cococcia S, Ellis N, Parkes J, Rosenberg W. Systematic review: Accuracy of the enhanced liver fibrosis test for diagnosing advanced liver fibrosis and cirrhosis. J Gastroenterol Hepatol 2021; 36:1788-1802. [PMID: 33668077 DOI: 10.1111/jgh.15482] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/19/2020] [Revised: 02/02/2021] [Accepted: 02/22/2021] [Indexed: 12/16/2022]
Abstract
BACKGROUND AND AIMS The rising incidence of chronic liver disease (CLD) has increased the need for early recognition. This systematic review assesses the diagnostic accuracy of the enhanced liver fibrosis (ELF) test in cases of advanced fibrosis and cirrhosis due to multiple etiologies in at-risk populations. METHODS Studies evaluating the ELF accuracy in identifying advanced fibrosis or cirrhosis, defined as METAVIR stage F ≥ 3 and F = 4 or equivalent, in patients with non-alcoholic fatty liver disease (NAFLD), alcohol liver disease (ALD), or viral hepatitis were included. Liver biopsy was used as the reference standard. Medline and Embase databases were searched. The QUADAS-2 tool was used as a framework to assess risk of bias and applicability. The area under the receiver operator curve (AUROC) was extracted as a summary measure of diagnostic accuracy. RESULTS Thirty-six studies were included: 11 hepatitis C, 4 hepatitis B, 9 NAFLD, 2 ALD, and 10 mixed. The ELF test showed good diagnostic performance in detecting advanced fibrosis in patients with viral hepatitis (AUROC 0.69 to 0.98) and excellent performance in NAFLD (AUROC 0.78 to 0.97) and ALD (AUROC from 0.92 to 0.94). There is also evidence of good diagnostic performance for detecting cirrhosis in patients with viral hepatitis (AUROC 0.63 to 0.99), good performance in NAFLD (AUROC 0.85 to 0.92), and excellent performance in patients with ALD (AUROC 0.93 to 0.94). CONCLUSION This systematic review supports the use of the ELF test across a range of CLD as a possible alternative to liver biopsy in selected cases.
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Affiliation(s)
- Chetanya Sharma
- Institute for Liver and Digestive Health, University College London, Division of Medicine and Royal Free London NHS Foundation Trust, London, UK
| | - Sara Cococcia
- Institute for Liver and Digestive Health, University College London, Division of Medicine and Royal Free London NHS Foundation Trust, London, UK.,First Department of Internal Medicine, San Matteo Hospital Foundation, University of Pavia, Pavia, Italy
| | - Nicola Ellis
- Institute for Liver and Digestive Health, University College London, Division of Medicine and Royal Free London NHS Foundation Trust, London, UK
| | - Julie Parkes
- Department of Public Health and Medical Statistics, Faculty of Medicine, University of Southampton, Southampton, UK
| | - William Rosenberg
- Institute for Liver and Digestive Health, University College London, Division of Medicine and Royal Free London NHS Foundation Trust, London, UK
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Gawrieh S, Wilson LA, Yates KP, Cummings OW, Vilar‐Gomez E, Ajmera V, Kowdley KV, Rosenberg WM, Tonascia J, Chalasani N. Relationship of ELF and PIIINP With Liver Histology and Response to Vitamin E or Pioglitazone in the PIVENS Trial. Hepatol Commun 2021; 5:786-797. [PMID: 34027269 PMCID: PMC8122381 DOI: 10.1002/hep4.1680] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/21/2020] [Revised: 12/09/2020] [Accepted: 12/24/2020] [Indexed: 12/18/2022] Open
Abstract
Enhanced liver fibrosis score (ELF) and one of its components, amino-terminal propeptide of type III procollagen (PIIINP) are promising noninvasive biomarkers of liver histology in patients with nonalcoholic steatohepatitis (NASH). We evaluated the association of ELF and PIIINP with fibrosis stages at baseline and end of treatment (EOT) with vitamin E or pioglitazone in the PIVENS trial (Pioglitazone vs. Vitamin E vs. Placebo for the Treatment of Nondiabetic Patients With NASH) and characterized ELF and PIIINP changes and their associations with changes in the histological endpoints. ELF and PIIINP were measured at baseline and weeks 16, 48, and 96 on sera from 243 PIVENS participants. Baseline and EOT ELF were significantly associated with fibrosis stage (P < 0.001). The area under the curve for ELF's detection of clinically significant and advanced fibrosis in baseline biopsies was 0.74 and 0.79, respectively (P < 0.001). There was a significant drop in ELF score at weeks 48 and 96 in patients who achieved the NAFLD activity score (NAS)-based primary end point (P = 0.007) but not in those who experienced NASH resolution (P = 0.24) or fibrosis improvement (P = 0.50). Change in PIIINP was significantly associated with NASH resolution and improvement in NAS-based histological endpoint and fibrosis (P < 0.05 for all). Over the study period, both ELF and PIIINP significantly decreased with vitamin E (P < 0.05), but only PIIINP decreased with pioglitazone (P < 0.001). Conclusion: ELF is significantly associated with clinically significant and advanced fibrosis in patients with NASH, but its longitudinal changes were not associated with improvement in fibrosis or NASH resolution. PIIINP, one of its components, appears promising for identifying longitudinal histologic changes in patients with NASH and is worthy of further investigation.
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Affiliation(s)
- Samer Gawrieh
- Division of Gastroenterology and HepatologyDepartment of MedicineIndiana UniversityIndianapolisINUSA
| | - Laura A. Wilson
- Department of EpidemiologyBloomberg School of Public HealthJohns Hopkins UniversityBaltimoreMDUSA
| | - Katherine P. Yates
- Department of EpidemiologyBloomberg School of Public HealthJohns Hopkins UniversityBaltimoreMDUSA
| | | | - Eduardo Vilar‐Gomez
- Division of Gastroenterology and HepatologyDepartment of MedicineIndiana UniversityIndianapolisINUSA
| | - Veeral Ajmera
- Division of Gastroenterology and HepatologyDepartment of MedicineUniversity of California San DiegoSan DiegoCAUSA
| | | | | | - James Tonascia
- Department of EpidemiologyBloomberg School of Public HealthJohns Hopkins UniversityBaltimoreMDUSA
| | - Naga Chalasani
- Division of Gastroenterology and HepatologyDepartment of MedicineIndiana UniversityIndianapolisINUSA
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Wernberg CW, Ravnskjaer K, Lauridsen MM, Thiele M. The Role of Diagnostic Biomarkers, Omics Strategies, and Single-Cell Sequencing for Nonalcoholic Fatty Liver Disease in Severely Obese Patients. J Clin Med 2021; 10:930. [PMID: 33804302 PMCID: PMC7957539 DOI: 10.3390/jcm10050930] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2021] [Revised: 02/23/2021] [Accepted: 02/24/2021] [Indexed: 12/29/2022] Open
Abstract
Liver disease due to metabolic dysfunction constitute a worldwide growing health issue. Severe obesity is a particularly strong risk factor for non-alcoholic fatty liver disease, which affects up to 93% of these patients. Current diagnostic markers focus on the detection of advanced fibrosis as the major predictor of liver-related morbidity and mortality. The most accurate diagnostic tools use elastography to measure liver stiffness, with diagnostic accuracies similar in normal-weight and severely obese patients. The effectiveness of elastography tools are however hampered by limitations to equipment and measurement quality in patients with very large abdominal circumference and subcutaneous fat. Blood-based biomarkers are therefore attractive, but those available to date have only moderate diagnostic accuracy. Ongoing technological advances in omics technologies such as genomics, transcriptomics, and proteomics hold great promise for discovery of biomarkers and increased pathophysiological understanding of non-alcoholic liver disease and steatohepatitis. Very recent developments have allowed for single-cell sequencing and cell-type resolution of gene expression and function. In the near future, we will therefore likely see a multitude of breakthrough biomarkers, developed from a deepened understanding of the biological function of individual cell types in the healthy and injured liver.
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Affiliation(s)
- Charlotte W. Wernberg
- Department of Gastroenterology and Hepatology, Hospital Southwest of Jutland, 6700 Esbjerg, Denmark; (C.W.W.); (M.M.L.)
- Center for Functional Genomics and Tissue Plasticity (ATLAS), University of Southern Denmark, 5230 Odense, Denmark;
| | - Kim Ravnskjaer
- Center for Functional Genomics and Tissue Plasticity (ATLAS), University of Southern Denmark, 5230 Odense, Denmark;
- Department of Biochemistry and Molecular Biology, University of Southern Denmark, 5230 Odense, Denmark
| | - Mette M. Lauridsen
- Department of Gastroenterology and Hepatology, Hospital Southwest of Jutland, 6700 Esbjerg, Denmark; (C.W.W.); (M.M.L.)
- Center for Functional Genomics and Tissue Plasticity (ATLAS), University of Southern Denmark, 5230 Odense, Denmark;
| | - Maja Thiele
- Center for Functional Genomics and Tissue Plasticity (ATLAS), University of Southern Denmark, 5230 Odense, Denmark;
- Center for Liver Research, Department of Hepatology and Gastroenterology, Odense University Hospital, 5000 Odense, Denmark
- Institute for Clinical Research, University of Southern Denmark, 5230 Odense, Denmark
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10
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Dokmak A, Lizaola-Mayo B, Trivedi HD. The Impact of Nonalcoholic Fatty Liver Disease in Primary Care: A Population Health Perspective. Am J Med 2021; 134:23-29. [PMID: 32931760 DOI: 10.1016/j.amjmed.2020.08.010] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/29/2020] [Revised: 08/06/2020] [Accepted: 08/13/2020] [Indexed: 02/07/2023]
Abstract
Nonalcoholic fatty liver disease (NAFLD) is the leading cause of liver disease worldwide, with rising rates in parallel to those of obesity, type 2 diabetes, and metabolic syndrome. NAFLD encompasses a wide spectrum of pathology from simple steatosis to nonalcoholic steatohepatitis (NASH) and cirrhosis, which are linked to poor outcomes. Studies confirm a significant amount of undiagnosed NAFLD and related fibrosis within the community, increasing the overall burden of the disease. NAFLD appears to be more prevalent in certain populations, such as those with type 2 diabetes and metabolic syndrome. Early detection and lifestyle modifications, including weight loss and regular exercise, have been shown to improve outcomes. Adverse cardiovascular events are a key contributor to NAFLD-associated morbidity and mortality, and efforts to minimize their occurrence are essential. A targeted and algorithmic approach using noninvasive diagnostic techniques is promptly required to identify and risk-stratify patients with NAFLD. Patients at low risk of progression to NASH and advanced fibrosis can be managed in the primary care setting, while those at high risk of disease progression should be referred to hepatology specialists for surveillance and treatment. This review summarizes the key data of NAFLD's impact within primary care populations and proposes a potential algorithmic approach to identifying and managing such patients.
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Affiliation(s)
- Amr Dokmak
- Department of Hospital Medicine, Catholic Medical Center, Manchester, NH
| | - Blanca Lizaola-Mayo
- Division of Gastroenterology and Hepatology, Mayo Clinic in Arizona, Scottsdale
| | - Hirsh D Trivedi
- Division of Gastroenterology, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Mass.
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11
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Vali Y, Lee J, Boursier J, Spijker R, Löffler J, Verheij J, Brosnan MJ, Böcskei Z, Anstee QM, Bossuyt PM, Zafarmand MH, Levick C, Duffin K, Hyde C, Bauer T, Bedossa P, Leeming D, Daly A, Hanf R, Ortiz P, Oresic M, Schuppan D, Hanauer G, Chen Y, Shumbayawonda E, Bjerring PN, Zwinderman K. Enhanced liver fibrosis test for the non-invasive diagnosis of fibrosis in patients with NAFLD: A systematic review and meta-analysis. J Hepatol 2020; 73:252-262. [PMID: 32275982 DOI: 10.1016/j.jhep.2020.03.036] [Citation(s) in RCA: 181] [Impact Index Per Article: 36.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/16/2019] [Revised: 03/18/2020] [Accepted: 03/20/2020] [Indexed: 12/13/2022]
Abstract
BACKGROUND & AIMS The enhanced liver fibrosis (ELF) test has been proposed for the non-invasive assessment of advanced fibrosis in patients with non-alcoholic fatty liver disease (NAFLD). We performed a systematic review to estimate the accuracy of this test against biopsy. METHODS In this systematic review, we searched MEDLINE, Embase, Web of Science and the Cochrane Library for studies that included patients with NAFLD and that used both liver biopsy (as the reference standard) and the ELF test. Two authors independently screened the references, extracted the data and assessed the quality of included studies. Due to the variation in reported thresholds, we used a multiple thresholds random effects model for meta-analysis (diagmeta R-package). RESULTS The meta-analysis of 11 studies reporting advanced fibrosis and 5 studies reporting significant fibrosis showed that the ELF test had a sensitivity of >0.90 for excluding fibrosis at a threshold of 7.7. However, as a diagnostic test at high thresholds, the test only achieved specificity and positive predictive value >0.80 in very high prevalence settings (>50%). To achieve a specificity of 0.90 for advanced and significant fibrosis, thresholds of 10.18 (sensitivity: 0.57) and 9.86 (sensitivity: 0.55) were required, respectively. CONCLUSION The ELF test showed high sensitivity but limited specificity to exclude advanced and significant fibrosis at low cut-offs. The diagnostic performance of the test at higher thresholds was found to be more limited in low-prevalence settings. We conclude that clinicians should carefully consider the likely disease prevalence in their practice setting and adopt suitable test thresholds to achieve the desired performance. LAY SUMMARY The enhanced liver fibrosis test has been suggested as a non-invasive blood test to aid the diagnosis of severe liver fibrosis in patients with non-alcoholic fatty liver disease (NAFLD). Our study results showed that the test has a high negative predictive value, especially in populations with low disease prevalence (likely encountered in primary care); so, it can exclude advanced fibrosis in patients with NAFLD. However, when prevalence is low, the positive predictive value of the enhanced liver fibrosis test is low, suggesting that additional strategies may be needed to make a positive diagnosis in such settings.
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Affiliation(s)
- Yasaman Vali
- Department of Clinical Epidemiology, Biostatistics and Bioinformatics, Amsterdam UMC, University of Amsterdam, The Netherlands.
| | - Jenny Lee
- Department of Clinical Epidemiology, Biostatistics and Bioinformatics, Amsterdam UMC, University of Amsterdam, The Netherlands
| | - Jérôme Boursier
- Hepato-Gastroenterology Department, Angers University Hospital, Angers, France; HIFIH Laboratory, UPRES EA3859, Angers University, Angers, France
| | - René Spijker
- Medical Library AMC, Amsterdam, the Netherlands; Cochrane Netherlands, Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht, The Netherlands
| | | | - Joanne Verheij
- Department of Pathology, Academic Medical Center, Amsterdam, The Netherlands
| | - M Julia Brosnan
- Internal Medicine Research Unit, Pfizer Inc, Cambridge, MA, USA
| | - Zsolt Böcskei
- Sanofi R&D, Translational Sciences Unit, Chilly Mazarin, France
| | - Quentin M Anstee
- The Newcastle Liver Research Group, Institute of Cellular Medicine, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, UK; Newcastle NIHR Biomedical Research Centre, Newcastle upon Tyne Hospitals NHS Foundation Trust, Newcastle upon Tyne, UK
| | - Patrick M Bossuyt
- Department of Clinical Epidemiology, Biostatistics and Bioinformatics, Amsterdam UMC, University of Amsterdam, The Netherlands
| | - Mohammad Hadi Zafarmand
- Department of Clinical Epidemiology, Biostatistics and Bioinformatics, Amsterdam UMC, University of Amsterdam, The Netherlands
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12
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Inadomi C, Takahashi H, Ogawa Y, Oeda S, Imajo K, Kubotsu Y, Tanaka K, Kessoku T, Okada M, Isoda H, Akiyama T, Fukushima H, Yoneda M, Anzai K, Aishima S, Nakajima A, Eguchi Y. Accuracy of the Enhanced Liver Fibrosis test, and combination of the Enhanced Liver Fibrosis and non-invasive tests for the diagnosis of advanced liver fibrosis in patients with non-alcoholic fatty liver disease. Hepatol Res 2020; 50:682-692. [PMID: 32090397 DOI: 10.1111/hepr.13495] [Citation(s) in RCA: 32] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/11/2020] [Revised: 02/14/2020] [Accepted: 02/18/2020] [Indexed: 02/08/2023]
Abstract
AIM The Enhanced Liver Fibrosis (ELF) test comprises a logarithmic algorithm combining three serum markers of hepatic extracellular matrix metabolism. We aimed to evaluate the performance of ELF for the diagnosis of liver fibrosis and to compare it with that of liver stiffness measurement (LSM) by FibroScan in non-alcoholic fatty liver disease. METHODS ELF cut-off values for the diagnosis of advanced fibrosis were obtained using receiver operating characteristic analysis in patients with biopsy-confirmed non-alcoholic fatty liver disease (training set; n = 200). Diagnostic performance was analyzed in the training set and in a validation set (n = 166), and compared with that of LSM in the FibroScan cohort (n = 224). RESULTS The area under receiver operating characteristic curve was 0.81 for the diagnosis of advanced fibrosis, and the ELF cut-off values were 9.34 with 90.4% sensitivity and 10.83 with 90.6% specificity in the training set, and 89.8% sensitivity and 85.5% specificity in the validation set. There was no significant difference in the area under the receiver operating characteristic curve between ELF and LSM (0.812 and 0.839). A combination of ELF (cut-off 10.83) and LSM (cut-off 11.45) increased the specificity to 97.9% and the positive predictive value, versus ELF alone. Sequential use of the Fibrosis-4 index (cut-off 2.67) and ELF (cut-off 9.34) increased the sensitivity to 95.9%. CONCLUSIONS ELF can identify advanced liver fibrosis in non-alcoholic fatty liver disease, and its diagnostic accuracy is comparable to that of FibroScan. According to the clinical setting, combinations or sequential procedures using other non-invasive tests complement the diagnostic performance of ELF for the identification of advanced fibrosis.
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Affiliation(s)
- Chika Inadomi
- Division of Metabolism and Endocrinology, Faculty of Medicine, Saga University, Saga, Japan.,Liver Center, Saga University Hospital, Saga, Japan
| | - Hirokazu Takahashi
- Division of Metabolism and Endocrinology, Faculty of Medicine, Saga University, Saga, Japan.,Liver Center, Saga University Hospital, Saga, Japan
| | - Yuji Ogawa
- Department of Gastroenterology and Hepatology, Yokohama City University Graduate School of Medicine, Yokohama, Japan
| | - Satoshi Oeda
- Division of Metabolism and Endocrinology, Faculty of Medicine, Saga University, Saga, Japan.,Department of Clinical Laboratory Medicine, Saga University Hospital, Saga, Japan
| | - Kento Imajo
- Department of Gastroenterology and Hepatology, Yokohama City University Graduate School of Medicine, Yokohama, Japan
| | - Yoshihito Kubotsu
- Division of Metabolism and Endocrinology, Faculty of Medicine, Saga University, Saga, Japan
| | - Kenichi Tanaka
- Division of Metabolism and Endocrinology, Faculty of Medicine, Saga University, Saga, Japan
| | - Takaomi Kessoku
- Department of Gastroenterology and Hepatology, Yokohama City University Graduate School of Medicine, Yokohama, Japan
| | - Michiaki Okada
- Division of Metabolism and Endocrinology, Faculty of Medicine, Saga University, Saga, Japan
| | | | - Takumi Akiyama
- Division of Metabolism and Endocrinology, Faculty of Medicine, Saga University, Saga, Japan
| | - Hideaki Fukushima
- Diagnostics Business Area, Siemens Healthcare Diagnostics K.K., Tokyo, Japan
| | - Masato Yoneda
- Department of Gastroenterology and Hepatology, Yokohama City University Graduate School of Medicine, Yokohama, Japan
| | - Keizo Anzai
- Division of Metabolism and Endocrinology, Faculty of Medicine, Saga University, Saga, Japan
| | - Shinichi Aishima
- Department of Pathology & Microbiology, Faculty of Medicine, Saga University, Saga, Japan
| | - Atsushi Nakajima
- Department of Gastroenterology and Hepatology, Yokohama City University Graduate School of Medicine, Yokohama, Japan
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13
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Trembling PM, Apostolidou S, Gentry-Maharaj A, Parkes J, Ryan A, Tanwar S, Burnell M, Harris S, Menon U, Rosenberg WM. The Enhanced Liver Fibrosis test is associated with liver-related outcomes in postmenopausal women with risk factors for liver disease. BMC Gastroenterol 2020; 20:104. [PMID: 32293289 PMCID: PMC7158048 DOI: 10.1186/s12876-020-01251-w] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/29/2019] [Accepted: 03/30/2020] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Chronic liver disease (CLD) is usually asymptomatic but earlier detection is critical to permit life-saving interventions for those at risk due to high alcohol consumption and increased body mass index (BMI). The aim of this study was to estimate the association between the Enhanced Liver Fibrosis (ELF) test and liver-related events (LRE) and its performance in predicting LRE in postmenopausal women with risk factors in a nested case-control study within the United Kingdom Trial of Ovarian Cancer Screening (UKCTOCS). METHODS In a cohort of 95,126 we performed a case-control study measuring ELF in blinded samples from 173 participants with self-reported high alcohol use and / or BMI ≥25 kg/m2 comprising all 58 cases who developed LRE and 115 controls matched for age, alcohol and BMI who did not develop LRE during median follow-up of 8.5 years. RESULTS Using Cox regression at an ELF threshold of 10.51 hazard ratios (HR) for LRE were 4.88 (95% confidence interval (CI) 2.37-10.03) (unadjusted model) and 4.62 (95% CI 2.12-10.08) (adjusted for deprivation and self-reported hypertension, heart disease, hypercholesterolaemia and diabetes). At a threshold of 9.8 HR for LRE were 2.21 (95% CI 1.22-3.97) (unadjusted model) and 2.18 (95% CI 1.19-4.01) (adjusted). ELF was evaluated as a time dependent variable by generating time-dependent Cox models; HRs at an ELF threshold of 10.51 were 1.94 (95% CI 1.10-3.39) (unadjusted) and 2.05 (95% CI 1.16-3.64) (adjusted) and at a threshold of 9.8 HRs were 1.85 (95% CI 1.09-3.15) (unadjusted) and 1.80 (95% CI 1.04-3.13) (adjusted). Area under the receiver operating characteristic curve for recruitment ELF predicting LRE was 0.58 (95% CI 0.49-0.68), and for second subsequent ELF 0.61 (95% CI 0.52-0.71). CONCLUSION This study demonstrates the association between ELF and CLD in postmenopausal women with risk factors for liver disease, creating the opportunity to intervene to reduce liver-related mortality and morbidity. Although larger studies are required, these results demonstrate the potential of ELF as a prognostic tool in health checks in primary care. TRIAL REGISTRATION This study is nested in UKCTOCS. UKCTOCS is registered as an International Standard Randomised Controlled Trial, number ISRCTN22488978. Registered 06/04/2000.
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Affiliation(s)
- Paul M. Trembling
- Division of Medicine, University College London, Institute for Liver and Digestive Health, Royal Free Hospital, Rowland Hill Street, London, NW3 2PF UK
| | - Sophia Apostolidou
- MRC Clinical Trials Unit at UCL, Institute of Clinical Trials and Methodology, Faculty of Population Health Sciences, University College London, 2nd Floor, 90 High Holborn, London, WC1V 6LJ UK
| | - Aleksandra Gentry-Maharaj
- MRC Clinical Trials Unit at UCL, Institute of Clinical Trials and Methodology, Faculty of Population Health Sciences, University College London, 2nd Floor, 90 High Holborn, London, WC1V 6LJ UK
| | - Julie Parkes
- Primary Care and Population Sciences Academic Unit, Faculty of Medicine, University of Southampton, Level C, South Academic Block, University Hospital Southampton, Southampton, SO16 6YD UK
| | - Andy Ryan
- MRC Clinical Trials Unit at UCL, Institute of Clinical Trials and Methodology, Faculty of Population Health Sciences, University College London, 2nd Floor, 90 High Holborn, London, WC1V 6LJ UK
| | - Sudeep Tanwar
- Division of Medicine, University College London, Institute for Liver and Digestive Health, Royal Free Hospital, Rowland Hill Street, London, NW3 2PF UK
| | - Matthew Burnell
- MRC Clinical Trials Unit at UCL, Institute of Clinical Trials and Methodology, Faculty of Population Health Sciences, University College London, 2nd Floor, 90 High Holborn, London, WC1V 6LJ UK
| | - Scott Harris
- Primary Care and Population Sciences Academic Unit, Faculty of Medicine, University of Southampton, Level C, South Academic Block, University Hospital Southampton, Southampton, SO16 6YD UK
| | - Usha Menon
- MRC Clinical Trials Unit at UCL, Institute of Clinical Trials and Methodology, Faculty of Population Health Sciences, University College London, 2nd Floor, 90 High Holborn, London, WC1V 6LJ UK
| | - William M. Rosenberg
- Division of Medicine, University College London, Institute for Liver and Digestive Health, Royal Free Hospital, Rowland Hill Street, London, NW3 2PF UK
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14
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Guillaume M, Moal V, Delabaudiere C, Zuberbuhler F, Robic MA, Lannes A, Metivier S, Oberti F, Gourdy P, Fouchard-Hubert I, Selves J, Michalak S, Peron JM, Cales P, Bureau C, Boursier J. Direct comparison of the specialised blood fibrosis tests FibroMeter V2G and Enhanced Liver Fibrosis score in patients with non-alcoholic fatty liver disease from tertiary care centres. Aliment Pharmacol Ther 2019; 50:1214-1222. [PMID: 31617224 DOI: 10.1111/apt.15529] [Citation(s) in RCA: 37] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/22/2019] [Revised: 07/03/2019] [Accepted: 09/16/2019] [Indexed: 12/12/2022]
Abstract
BACKGROUND The Enhanced Liver Fibrosis score (ELF) and the FibroMeterV2G are two specialized blood fibrosis tests which include direct markers of liver fibrosis. They have been shown to be more accurate than the simple blood fibrosis tests FIB4 and the non-alcoholic fatty liver disease (NAFLD) fibrosis score (NFS). AIMS To directly compare the accuracies of ELF and FibroMeterV2G for the non-invasive diagnosis of liver fibrosis in NAFLD. METHODS Four hundred and seventeen patients with biopsy-proven NAFLD were enrolled from two tertiary care centres. Four blood fibrosis tests were calculated: ELF, FibroMeterV2G , NFS, and FIB4. Advanced fibrosis F3/4 on liver biopsy (NASH CRN scoring) was the primary endpoint. RESULTS Areas under the receiver operating characteristic (AUROC) curve for advanced fibrosis were not significantly different between the direct markers of liver fibrosis (hyaluronate, PIIINP, TIMP-1, alpha2-macroglobulin) and the simple blood fibrosis tests NFS and FIB4. ELF (0.793 ± 0.022) and FibroMeterV2G (0.804 ± 0.021) had significantly higher AUROC than NFS (0.722 ± 0.025, P < .010) and FIB4 (0.739 ± 0.024, P < .020). AUROC for advanced fibrosis and Obuchowski index were not significantly different between ELF and FibroMeterV2G . Algorithms using first ELF or FibroMeterV2G and then liver biopsy in case of undetermined diagnosis provided high diagnostic accuracy for advanced fibrosis: 90% sensitivity, 90% specificity, 93% negative predictive value, 85% positive predictive value, and 90% correct classification. In these algorithms, the rate of liver biopsy was 45.3% with ELF versus 39.3% with FibroMeterV2G (P = .065). CONCLUSIONS ELF and FibroMeterV2G have equal accuracy and perform better than the simple FIB4 and NFS tests for the non-invasive diagnosis of advanced liver fibrosis in patients with NAFLD from tertiary care centres.
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Affiliation(s)
- Maeva Guillaume
- Hepato-Gastroenterology Department, Toulouse University Hospital, Toulouse, France.,Institut CARDIOMET, Fédération Hospitalo-Universitaire IMPACT, Institut des Maladies Métaboliques et Cardiovasculaires (I2MC), UMR1048, INSERM/UPS, Toulouse University, Toulouse, France
| | - Valerie Moal
- Biochemistry Department, Angers University Hospital, Angers, France.,HIFIH Laboratory, UPRES 3859, SFR 4208, Angers University, Angers, France
| | | | - Floraine Zuberbuhler
- HIFIH Laboratory, UPRES 3859, SFR 4208, Angers University, Angers, France.,Hepato-Gastroenterology Department, Angers University Hospital, Angers, France
| | - Marie-Angèle Robic
- Hepato-Gastroenterology Department, Toulouse University Hospital, Toulouse, France
| | - Adrien Lannes
- HIFIH Laboratory, UPRES 3859, SFR 4208, Angers University, Angers, France.,Hepato-Gastroenterology Department, Angers University Hospital, Angers, France
| | - Sophie Metivier
- Hepato-Gastroenterology Department, Toulouse University Hospital, Toulouse, France
| | - Frederic Oberti
- HIFIH Laboratory, UPRES 3859, SFR 4208, Angers University, Angers, France.,Hepato-Gastroenterology Department, Angers University Hospital, Angers, France
| | - Pierre Gourdy
- Institut CARDIOMET, Fédération Hospitalo-Universitaire IMPACT, Institut des Maladies Métaboliques et Cardiovasculaires (I2MC), UMR1048, INSERM/UPS, Toulouse University, Toulouse, France.,Diabetology Department, Toulouse University Hospital, Toulouse, France
| | - Isabelle Fouchard-Hubert
- HIFIH Laboratory, UPRES 3859, SFR 4208, Angers University, Angers, France.,Hepato-Gastroenterology Department, Angers University Hospital, Angers, France
| | - Janick Selves
- Pathology Department, Toulouse University Hospital, Toulouse, France
| | - Sophie Michalak
- HIFIH Laboratory, UPRES 3859, SFR 4208, Angers University, Angers, France.,Pathology Department, Angers University Hospital, Angers, France
| | - Jean-Marie Peron
- Hepato-Gastroenterology Department, Toulouse University Hospital, Toulouse, France
| | - Paul Cales
- HIFIH Laboratory, UPRES 3859, SFR 4208, Angers University, Angers, France.,Hepato-Gastroenterology Department, Angers University Hospital, Angers, France
| | - Christophe Bureau
- Hepato-Gastroenterology Department, Toulouse University Hospital, Toulouse, France
| | - Jerome Boursier
- HIFIH Laboratory, UPRES 3859, SFR 4208, Angers University, Angers, France.,Hepato-Gastroenterology Department, Angers University Hospital, Angers, France
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15
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Staufer K, Halilbasic E, Spindelboeck W, Eilenberg M, Prager G, Stadlbauer V, Posch A, Munda P, Marculescu R, Obermayer-Pietsch B, Stift J, Lackner C, Trauner M, Stauber RE. Evaluation and comparison of six noninvasive tests for prediction of significant or advanced fibrosis in nonalcoholic fatty liver disease. United European Gastroenterol J 2019; 7:1113-1123. [PMID: 31662868 DOI: 10.1177/2050640619865133] [Citation(s) in RCA: 53] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/25/2019] [Accepted: 06/28/2019] [Indexed: 02/06/2023] Open
Abstract
Background In nonalcoholic fatty liver disease (NAFLD), advanced fibrosis has been identified as an important prognostic factor with increased liver-related mortality and treatment need. Due to the high prevalence of NAFLD, noninvasive risk stratification is needed to select patients for liver biopsy and treatment. Objective To compare the diagnostic accuracy of several widely available noninvasive tests for assessment of fibrosis among patients with NAFLD with or without nonalcoholic steatohepatitis (NASH). Methods We enrolled consecutive patients with NAFLD admitted to two Austrian referral centers who underwent liver biopsy. Liver stiffness measurement (LSM) was obtained by vibration-controlled transient elastography (VCTE, FibroScan) and blood samples were collected for determination of enhanced liver fibrosis (ELF) test, FibroMeterV2G, FibroMeterV3G, NAFLD fibrosis score (NFS), and fibrosis-4 index (FIB-4). Results Our study cohort contained 186 patients with histologically confirmed NAFLD. On liver histology, NASH was present in 92 patients (50%), significant fibrosis (F ≥ 2) in 71 patients (38%), advanced fibrosis (F ≥ 3) in 49 patients (26%), and F ≥ 3 plus NASH in 35 patients (19%). For diagnosis of F ≥ 2, F ≥ 3, and F ≥ 3 plus NASH, respectively, receiver operating characteristic (ROC) analysis revealed superior diagnostic accuracy of ELF score (area under ROC curve (AUROC) 0.85, 0.90, 0.90), FibroMeterV2G (AUROC 0.86, 0.88, 0.89), FibroMeterV3G (AUROC 0.84, 0.88, 0.88), and LSM per protocol (AUROC 0.87, 0.95, 0.91) versus FIB-4 (AUROC 0.80, 0.82, 0.81) or NFS (AUROC 0.78, 0.80, 0.79). Conclusion Proprietary fibrosis panels and VCTE show superior diagnostic accuracy for noninvasive diagnosis of fibrosis stage in NAFLD as compared to FIB-4 and NFS.
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Affiliation(s)
- Katharina Staufer
- Department of Internal Medicine III, Medical University of Vienna, Vienna, Austria.,Department of Visceral Surgery and Medicine, University Hospital Bern, Bern, Switzerland
| | - Emina Halilbasic
- Department of Internal Medicine III, Medical University of Vienna, Vienna, Austria
| | | | | | - Gerhard Prager
- Department of Surgery, Medical University of Vienna, Vienna, Austria
| | - Vanessa Stadlbauer
- Department of Internal Medicine, Medical University of Graz, Graz, Austria
| | - Andreas Posch
- Department of Internal Medicine, Medical University of Graz, Graz, Austria
| | - Petra Munda
- Department of Internal Medicine III, Medical University of Vienna, Vienna, Austria
| | - Rodrig Marculescu
- Department of Laboratory Medicine, Medical University of Vienna, Vienna, Austria
| | | | - Judith Stift
- Department of Pathology, Medical University of Vienna, Vienna, Austria
| | - Carolin Lackner
- Institute of Pathology, Medical University of Graz, Graz, Austria
| | - Michael Trauner
- Department of Internal Medicine III, Medical University of Vienna, Vienna, Austria
| | - Rudolf E Stauber
- Department of Internal Medicine, Medical University of Graz, Graz, Austria
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16
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Tan CH, Al-Kalifah N, Ser KH, Lee YC, Chen JC, Lee WJ. Long-term effect of bariatric surgery on resolution of nonalcoholic steatohepatitis (NASH): An external validation and application of a clinical NASH score. Surg Obes Relat Dis 2018; 14:1600-1606. [PMID: 30077664 DOI: 10.1016/j.soard.2018.05.024] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2018] [Revised: 03/16/2018] [Accepted: 05/18/2018] [Indexed: 12/19/2022]
Abstract
BACKGROUND Nonalcoholic steatohepatitis (NASH) is an important etiology of end-stage liver disease. Long-term effect of bariatric surgery in improvement of NASH is not clear. OBJECTIVES To validate a scoring system for predicting NASH in morbidly obese patients and using it to evaluate the long-term effect of bariatric surgery on NASH. SETTING Tertiary referral hospital, Taiwan. METHODS A new 5-point clinical NASH (C-NASH) score incorporating body mass index, alanine aminotransferase, and triglyceride was validated in a group of 307 bariatric patients (mean age 30.2 years, incorporating body mass index 45.0 kg/m2) with concurrent liver biopsy from 2003 to 2008. Remission of NASH in 5741 obese patients undergoing bariatric/metabolic surgery with long-term follow-up was then evaluated using the C-NASH score. RESULTS Among 307 patients with liver biopsy, the prevalence of NASH was 44.0%. At baseline, the NASH group had significantly worse fasting glucose levels, triglycerides, uric acid, aspartate aminotransferase, alanine aminotransferase, gamma glutamyl transferase, and glycated hemoglobin. The diagnostic sensitivity of C-NASH score was 84.4%, and the accuracy was 68.4%. Among 5741 bariatric patients, the prevalence of high risk for NASH evaluated by C-NASH score was 40.9%. Postoperative follow-up showed good weight loss and almost complete remission of high risk for NASH up to 10 years. Patients with gastric banding had less weight loss, higher mean level of C-NASH score, and a higher incidence of high risk for NASH compared with other procedures at follow-up. CONCLUSION This study demonstrated that improvement in C-NASH score suggesting remission of NASH is durable up to 10 years in all kinds of bariatric procedures.
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Affiliation(s)
- Chun Hai Tan
- Department of Surgery, Khoo Teck Puat Hospital, Singapore; Department of Surgery, Min-Sheng General Hospital, Taoyuan, Taiwan
| | - Nawaf Al-Kalifah
- Department of Surgery, Min-Sheng General Hospital, Taoyuan, Taiwan; Department of Surgery, Al-Adan Hospital, Hadiya, Kuwait
| | - Kong-Han Ser
- Department of Surgery, Min-Sheng General Hospital, Taoyuan, Taiwan
| | - Yi-Chih Lee
- Department of International Business, Chien Hsin University of Science and Technology, Taoyuan, Taiwan
| | - Jung-Chien Chen
- Department of Surgery, Min-Sheng General Hospital, Taoyuan, Taiwan
| | - Wei-Jei Lee
- Department of Surgery, Min-Sheng General Hospital, Taoyuan, Taiwan.
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