FibroScan-AST score for diagnosing fibrotic MASH: A systematic review and meta-analysis of diagnostic test accuracy studies
Following the approval of the first agent for the management of metabolic dysfunction-associated steatohepatitis (MASH), identification of patients with fibrotic MASH (MASH with NAS ≥ 4 and fibrosis stage ≥ 2) is crucial. We assessed the performance of FibroScan-aspartate aminotransferase (AST) scor...
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Veröffentlicht in: | Journal of gastroenterology and hepatology 2024-12, Vol.39 (12), p.2582-2591 |
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creator | Malandris, Konstantinos Arampidis, Dimitrios Mainou, Maria Papadopoulos, Nikolaos Karagiannis, Thomas Nayfeh, Tarek Liakos, Aris Sinakos, Emmanouil Tsapas, Apostolos Bekiari, Eleni |
description | Following the approval of the first agent for the management of metabolic dysfunction-associated steatohepatitis (MASH), identification of patients with fibrotic MASH (MASH with NAS ≥ 4 and fibrosis stage ≥ 2) is crucial. We assessed the performance of FibroScan-aspartate aminotransferase (AST) score (FAST) for ruling in/out fibrotic MASH.
We searched Medline, Cochrane Library, Web of Science, Scopus, and gray literature sources up to January 11, 2024. Studies were eligible if they assessed the accuracy of FAST score for the detection of fibrotic MASH using biopsy as the reference standard at previously reported thresholds (FAST ≥ 0.67 for ruling-in and ≤ 0.35 for ruling-out fibrotic MASH). We calculated pooled sensitivity and specificity estimates for FAST thresholds alongside 95% confidence intervals following bivariate random- effects models. We assessed the certainty of evidence using the Grading of Recommendations Assessment, Development and Evaluation framework.
We included 16 studies with 8838 participants. A FAST score ≥ 0.67 yielded a pooled specificity of 0.87 (0.82-0.90) while a FAST score ≤ 0.35 yielded a summary sensitivity of 0.88 (0.83-0.91). At a prevalence of 30%, the positive predictive value for ruling-in fibrotic MASH was 60% while the negative predictive value for ruling-out the target condition was 91%. AST levels, cirrhosis prevalence, and number of pathologists reviewing biopsies were sources of heterogeneity among studies. The certainty of evidence was low to very low.
FAST score can be used as a triage test for ruling out fibrotic MASH. Nevertheless, its low positive predictive value necessitates sequential testing for ruling-in fibrotic MASH. |
doi_str_mv | 10.1111/jgh.16770 |
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We searched Medline, Cochrane Library, Web of Science, Scopus, and gray literature sources up to January 11, 2024. Studies were eligible if they assessed the accuracy of FAST score for the detection of fibrotic MASH using biopsy as the reference standard at previously reported thresholds (FAST ≥ 0.67 for ruling-in and ≤ 0.35 for ruling-out fibrotic MASH). We calculated pooled sensitivity and specificity estimates for FAST thresholds alongside 95% confidence intervals following bivariate random- effects models. We assessed the certainty of evidence using the Grading of Recommendations Assessment, Development and Evaluation framework.
We included 16 studies with 8838 participants. A FAST score ≥ 0.67 yielded a pooled specificity of 0.87 (0.82-0.90) while a FAST score ≤ 0.35 yielded a summary sensitivity of 0.88 (0.83-0.91). At a prevalence of 30%, the positive predictive value for ruling-in fibrotic MASH was 60% while the negative predictive value for ruling-out the target condition was 91%. AST levels, cirrhosis prevalence, and number of pathologists reviewing biopsies were sources of heterogeneity among studies. The certainty of evidence was low to very low.
FAST score can be used as a triage test for ruling out fibrotic MASH. Nevertheless, its low positive predictive value necessitates sequential testing for ruling-in fibrotic MASH.</description><identifier>ISSN: 0815-9319</identifier><identifier>ISSN: 1440-1746</identifier><identifier>EISSN: 1440-1746</identifier><identifier>DOI: 10.1111/jgh.16770</identifier><identifier>PMID: 39394945</identifier><language>eng</language><publisher>Australia: Wiley Subscription Services, Inc</publisher><subject>Aspartate aminotransferase ; Aspartate Aminotransferases - blood ; Biopsy ; Cirrhosis ; Elasticity Imaging Techniques - methods ; Fatty Liver - diagnosis ; Fatty Liver - diagnostic imaging ; Fibrosis ; Humans ; Liver Cirrhosis - diagnosis ; Meta-analysis ; Sensitivity and Specificity</subject><ispartof>Journal of gastroenterology and hepatology, 2024-12, Vol.39 (12), p.2582-2591</ispartof><rights>2024 The Author(s). Journal of Gastroenterology and Hepatology published by Journal of Gastroenterology and Hepatology Foundation and John Wiley & Sons Australia, Ltd.</rights><rights>2024. This article is published under http://creativecommons.org/licenses/by-nc/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-c294t-3a6aa1e1846b98047aa5a53e3957c1741e7c00f0e58fbbb9f4f90500c8a15c163</cites><orcidid>0000-0003-0221-4072 ; 0000-0002-5134-2401 ; 0000-0001-5242-0574 ; 0000-0001-9052-5537 ; 0000-0003-3261-2979 ; 0000-0001-9975-3835</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>230,314,780,784,885,27924,27925</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/39394945$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Malandris, Konstantinos</creatorcontrib><creatorcontrib>Arampidis, Dimitrios</creatorcontrib><creatorcontrib>Mainou, Maria</creatorcontrib><creatorcontrib>Papadopoulos, Nikolaos</creatorcontrib><creatorcontrib>Karagiannis, Thomas</creatorcontrib><creatorcontrib>Nayfeh, Tarek</creatorcontrib><creatorcontrib>Liakos, Aris</creatorcontrib><creatorcontrib>Sinakos, Emmanouil</creatorcontrib><creatorcontrib>Tsapas, Apostolos</creatorcontrib><creatorcontrib>Bekiari, Eleni</creatorcontrib><title>FibroScan-AST score for diagnosing fibrotic MASH: A systematic review and meta-analysis of diagnostic test accuracy studies</title><title>Journal of gastroenterology and hepatology</title><addtitle>J Gastroenterol Hepatol</addtitle><description>Following the approval of the first agent for the management of metabolic dysfunction-associated steatohepatitis (MASH), identification of patients with fibrotic MASH (MASH with NAS ≥ 4 and fibrosis stage ≥ 2) is crucial. We assessed the performance of FibroScan-aspartate aminotransferase (AST) score (FAST) for ruling in/out fibrotic MASH.
We searched Medline, Cochrane Library, Web of Science, Scopus, and gray literature sources up to January 11, 2024. Studies were eligible if they assessed the accuracy of FAST score for the detection of fibrotic MASH using biopsy as the reference standard at previously reported thresholds (FAST ≥ 0.67 for ruling-in and ≤ 0.35 for ruling-out fibrotic MASH). We calculated pooled sensitivity and specificity estimates for FAST thresholds alongside 95% confidence intervals following bivariate random- effects models. We assessed the certainty of evidence using the Grading of Recommendations Assessment, Development and Evaluation framework.
We included 16 studies with 8838 participants. A FAST score ≥ 0.67 yielded a pooled specificity of 0.87 (0.82-0.90) while a FAST score ≤ 0.35 yielded a summary sensitivity of 0.88 (0.83-0.91). At a prevalence of 30%, the positive predictive value for ruling-in fibrotic MASH was 60% while the negative predictive value for ruling-out the target condition was 91%. AST levels, cirrhosis prevalence, and number of pathologists reviewing biopsies were sources of heterogeneity among studies. The certainty of evidence was low to very low.
FAST score can be used as a triage test for ruling out fibrotic MASH. 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Arampidis, Dimitrios ; Mainou, Maria ; Papadopoulos, Nikolaos ; Karagiannis, Thomas ; Nayfeh, Tarek ; Liakos, Aris ; Sinakos, Emmanouil ; Tsapas, Apostolos ; Bekiari, Eleni</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c294t-3a6aa1e1846b98047aa5a53e3957c1741e7c00f0e58fbbb9f4f90500c8a15c163</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2024</creationdate><topic>Aspartate aminotransferase</topic><topic>Aspartate Aminotransferases - blood</topic><topic>Biopsy</topic><topic>Cirrhosis</topic><topic>Elasticity Imaging Techniques - methods</topic><topic>Fatty Liver - diagnosis</topic><topic>Fatty Liver - diagnostic imaging</topic><topic>Fibrosis</topic><topic>Humans</topic><topic>Liver Cirrhosis - diagnosis</topic><topic>Meta-analysis</topic><topic>Sensitivity and Specificity</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Malandris, Konstantinos</creatorcontrib><creatorcontrib>Arampidis, Dimitrios</creatorcontrib><creatorcontrib>Mainou, Maria</creatorcontrib><creatorcontrib>Papadopoulos, Nikolaos</creatorcontrib><creatorcontrib>Karagiannis, Thomas</creatorcontrib><creatorcontrib>Nayfeh, Tarek</creatorcontrib><creatorcontrib>Liakos, Aris</creatorcontrib><creatorcontrib>Sinakos, Emmanouil</creatorcontrib><creatorcontrib>Tsapas, Apostolos</creatorcontrib><creatorcontrib>Bekiari, Eleni</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Immunology Abstracts</collection><collection>Virology and AIDS Abstracts</collection><collection>AIDS and Cancer Research Abstracts</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Journal of gastroenterology and hepatology</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Malandris, Konstantinos</au><au>Arampidis, Dimitrios</au><au>Mainou, Maria</au><au>Papadopoulos, Nikolaos</au><au>Karagiannis, Thomas</au><au>Nayfeh, Tarek</au><au>Liakos, Aris</au><au>Sinakos, Emmanouil</au><au>Tsapas, Apostolos</au><au>Bekiari, Eleni</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>FibroScan-AST score for diagnosing fibrotic MASH: A systematic review and meta-analysis of diagnostic test accuracy studies</atitle><jtitle>Journal of gastroenterology and hepatology</jtitle><addtitle>J Gastroenterol Hepatol</addtitle><date>2024-12</date><risdate>2024</risdate><volume>39</volume><issue>12</issue><spage>2582</spage><epage>2591</epage><pages>2582-2591</pages><issn>0815-9319</issn><issn>1440-1746</issn><eissn>1440-1746</eissn><abstract>Following the approval of the first agent for the management of metabolic dysfunction-associated steatohepatitis (MASH), identification of patients with fibrotic MASH (MASH with NAS ≥ 4 and fibrosis stage ≥ 2) is crucial. We assessed the performance of FibroScan-aspartate aminotransferase (AST) score (FAST) for ruling in/out fibrotic MASH.
We searched Medline, Cochrane Library, Web of Science, Scopus, and gray literature sources up to January 11, 2024. Studies were eligible if they assessed the accuracy of FAST score for the detection of fibrotic MASH using biopsy as the reference standard at previously reported thresholds (FAST ≥ 0.67 for ruling-in and ≤ 0.35 for ruling-out fibrotic MASH). We calculated pooled sensitivity and specificity estimates for FAST thresholds alongside 95% confidence intervals following bivariate random- effects models. We assessed the certainty of evidence using the Grading of Recommendations Assessment, Development and Evaluation framework.
We included 16 studies with 8838 participants. A FAST score ≥ 0.67 yielded a pooled specificity of 0.87 (0.82-0.90) while a FAST score ≤ 0.35 yielded a summary sensitivity of 0.88 (0.83-0.91). At a prevalence of 30%, the positive predictive value for ruling-in fibrotic MASH was 60% while the negative predictive value for ruling-out the target condition was 91%. AST levels, cirrhosis prevalence, and number of pathologists reviewing biopsies were sources of heterogeneity among studies. The certainty of evidence was low to very low.
FAST score can be used as a triage test for ruling out fibrotic MASH. Nevertheless, its low positive predictive value necessitates sequential testing for ruling-in fibrotic MASH.</abstract><cop>Australia</cop><pub>Wiley Subscription Services, Inc</pub><pmid>39394945</pmid><doi>10.1111/jgh.16770</doi><tpages>10</tpages><orcidid>https://orcid.org/0000-0003-0221-4072</orcidid><orcidid>https://orcid.org/0000-0002-5134-2401</orcidid><orcidid>https://orcid.org/0000-0001-5242-0574</orcidid><orcidid>https://orcid.org/0000-0001-9052-5537</orcidid><orcidid>https://orcid.org/0000-0003-3261-2979</orcidid><orcidid>https://orcid.org/0000-0001-9975-3835</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Aspartate aminotransferase Aspartate Aminotransferases - blood Biopsy Cirrhosis Elasticity Imaging Techniques - methods Fatty Liver - diagnosis Fatty Liver - diagnostic imaging Fibrosis Humans Liver Cirrhosis - diagnosis Meta-analysis Sensitivity and Specificity |
title | FibroScan-AST score for diagnosing fibrotic MASH: A systematic review and meta-analysis of diagnostic test accuracy studies |
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