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Accuracy of Noninvasive Fibrosis Scoring Systems in African American and White Patients With Nonalcoholic Fatty Liver Disease
Nonalcoholic fatty liver disease fibrosis score (NFS), fibrosis-4 (FIB-4) score, aspartate aminotransferase (AST)-to-platelet ratio index (APRI) score, and AST-alanine aminotransferase (ALT) ratio are noninvasive fibrosis scoring systems for the staging of liver fibrosis in patients with chronic liv...
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Published in: | Clinical and translational gastroenterology 2020-04, Vol.11 (4), p.e00165-e00165 |
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creator | Marella, Hemnishil K. Reddy, Yala Kirthi Jiang, Yu Ganguli, Surosree Podila, Pradeep S.B. Snell, Peter D. Kovalic, Alexander J. Cholankeril, George Singal, Ashwani K. Nair, Satheesh Maliakkal, Benedict Satapathy, Sanjaya K. |
description | Nonalcoholic fatty liver disease fibrosis score (NFS), fibrosis-4 (FIB-4) score, aspartate aminotransferase (AST)-to-platelet ratio index (APRI) score, and AST-alanine aminotransferase (ALT) ratio are noninvasive fibrosis scoring systems for the staging of liver fibrosis in patients with chronic liver disease.
In a large cohort of patients with nonalcoholic fatty liver disease, we compared AST-ALT ratio, NFS, FIB-4 score, and APRI score in predicting advanced fibrosis (defined as fibrosis stage ≥ 3) in histologically confirmed African American (AA) and white patients. We identified 907 patients: 677 (74.6%) white and 230 (25.3%) AA patients with nonalcoholic fatty liver disease.
Of the 907 patients, 115 (12.8%) patients had advanced fibrosis (stages 3 and 4) in the total cohort: 6 (2.6%) AAs, and 109 (16.2%) whites. In AAs, the area under the receiver operating characteristic (area under the curve) for predicting advanced fibrosis was 0.58 by NFS, 0.86 by APRI score, 0.77 by FIB-4 score, and 0.65 by AST-ALT ratio. In whites, the area under the receiver operating characteristic for predicting advanced fibrosis was 0.82 by NFS, 0.82 by APRI score, 0.88 by FIB-4 score, and 0.76 by AST-ALT ratio. In the AA population, NFS > 0.675, FIB-4 score > 2.67, and APRI score > 1.5 each has a negative predictive value of 98%, whereas the negative predictive values in whites are 91%, 88%, and 85%, respectively.
Noninvasive fibrosis scoring systems can reliably exclude advanced fibrosis in both AAs and whites and have acceptable discriminatory ability to predict advanced fibrosis in whites. The utility of noninvasive fibrosis scoring systems in predicting advanced fibrosis in AAs needs further validation in a larger multicenter cohort. |
doi_str_mv | 10.14309/ctg.0000000000000165 |
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In a large cohort of patients with nonalcoholic fatty liver disease, we compared AST-ALT ratio, NFS, FIB-4 score, and APRI score in predicting advanced fibrosis (defined as fibrosis stage ≥ 3) in histologically confirmed African American (AA) and white patients. We identified 907 patients: 677 (74.6%) white and 230 (25.3%) AA patients with nonalcoholic fatty liver disease.
Of the 907 patients, 115 (12.8%) patients had advanced fibrosis (stages 3 and 4) in the total cohort: 6 (2.6%) AAs, and 109 (16.2%) whites. In AAs, the area under the receiver operating characteristic (area under the curve) for predicting advanced fibrosis was 0.58 by NFS, 0.86 by APRI score, 0.77 by FIB-4 score, and 0.65 by AST-ALT ratio. In whites, the area under the receiver operating characteristic for predicting advanced fibrosis was 0.82 by NFS, 0.82 by APRI score, 0.88 by FIB-4 score, and 0.76 by AST-ALT ratio. In the AA population, NFS > 0.675, FIB-4 score > 2.67, and APRI score > 1.5 each has a negative predictive value of 98%, whereas the negative predictive values in whites are 91%, 88%, and 85%, respectively.
Noninvasive fibrosis scoring systems can reliably exclude advanced fibrosis in both AAs and whites and have acceptable discriminatory ability to predict advanced fibrosis in whites. The utility of noninvasive fibrosis scoring systems in predicting advanced fibrosis in AAs needs further validation in a larger multicenter cohort.</description><identifier>ISSN: 2155-384X</identifier><identifier>EISSN: 2155-384X</identifier><identifier>DOI: 10.14309/ctg.0000000000000165</identifier><identifier>PMID: 32352687</identifier><language>eng</language><publisher>United States: Wolters Kluwer</publisher><subject>Accuracy ; Adult ; African Americans - statistics & numerical data ; Alanine Transaminase - blood ; Alcohol ; Aspartate Aminotransferases - blood ; Biopsy ; Body mass index ; Cultural differences ; Diabetes ; Ethnicity ; European Continental Ancestry Group - statistics & numerical data ; Female ; Gastrointestinal surgery ; Hepatitis ; Humans ; Laboratories ; Liver - pathology ; Liver Cirrhosis - blood ; Liver Cirrhosis - diagnosis ; Liver Cirrhosis - pathology ; Liver diseases ; Male ; Medical records ; Middle Aged ; Non-alcoholic Fatty Liver Disease - blood ; Non-alcoholic Fatty Liver Disease - pathology ; Pathology ; Patients ; Platelet Count ; Predictive Value of Tests ; Retrospective Studies ; ROC Curve ; Severity of Illness Index ; Womens health</subject><ispartof>Clinical and translational gastroenterology, 2020-04, Vol.11 (4), p.e00165-e00165</ispartof><rights>Wolters Kluwer</rights><rights>2020 The Author(s). Published by Wolters Kluwer Health, Inc. on behalf of The American College of Gastroenterology. This work is published under http://creativecommons.org/licenses/by-nc-nd/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><rights>2020 The Author(s). Published by Wolters Kluwer Health, Inc. on behalf of The American College of Gastroenterology 2020</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c4845-9327784b7d598b28277c507277d152399284b07056e671137e6a841513769d03</citedby><cites>FETCH-LOGICAL-c4845-9327784b7d598b28277c507277d152399284b07056e671137e6a841513769d03</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.proquest.com/docview/2459427877/fulltextPDF?pq-origsite=primo$$EPDF$$P50$$Gproquest$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.proquest.com/docview/2459427877?pq-origsite=primo$$EHTML$$P50$$Gproquest$$Hfree_for_read</linktohtml><link.rule.ids>230,314,723,776,780,881,25732,27903,27904,36991,44569,53770,53772,74873</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/32352687$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Marella, Hemnishil K.</creatorcontrib><creatorcontrib>Reddy, Yala Kirthi</creatorcontrib><creatorcontrib>Jiang, Yu</creatorcontrib><creatorcontrib>Ganguli, Surosree</creatorcontrib><creatorcontrib>Podila, Pradeep S.B.</creatorcontrib><creatorcontrib>Snell, Peter D.</creatorcontrib><creatorcontrib>Kovalic, Alexander J.</creatorcontrib><creatorcontrib>Cholankeril, George</creatorcontrib><creatorcontrib>Singal, Ashwani K.</creatorcontrib><creatorcontrib>Nair, Satheesh</creatorcontrib><creatorcontrib>Maliakkal, Benedict</creatorcontrib><creatorcontrib>Satapathy, Sanjaya K.</creatorcontrib><title>Accuracy of Noninvasive Fibrosis Scoring Systems in African American and White Patients With Nonalcoholic Fatty Liver Disease</title><title>Clinical and translational gastroenterology</title><addtitle>Clin Transl Gastroenterol</addtitle><description>Nonalcoholic fatty liver disease fibrosis score (NFS), fibrosis-4 (FIB-4) score, aspartate aminotransferase (AST)-to-platelet ratio index (APRI) score, and AST-alanine aminotransferase (ALT) ratio are noninvasive fibrosis scoring systems for the staging of liver fibrosis in patients with chronic liver disease.
In a large cohort of patients with nonalcoholic fatty liver disease, we compared AST-ALT ratio, NFS, FIB-4 score, and APRI score in predicting advanced fibrosis (defined as fibrosis stage ≥ 3) in histologically confirmed African American (AA) and white patients. We identified 907 patients: 677 (74.6%) white and 230 (25.3%) AA patients with nonalcoholic fatty liver disease.
Of the 907 patients, 115 (12.8%) patients had advanced fibrosis (stages 3 and 4) in the total cohort: 6 (2.6%) AAs, and 109 (16.2%) whites. In AAs, the area under the receiver operating characteristic (area under the curve) for predicting advanced fibrosis was 0.58 by NFS, 0.86 by APRI score, 0.77 by FIB-4 score, and 0.65 by AST-ALT ratio. In whites, the area under the receiver operating characteristic for predicting advanced fibrosis was 0.82 by NFS, 0.82 by APRI score, 0.88 by FIB-4 score, and 0.76 by AST-ALT ratio. In the AA population, NFS > 0.675, FIB-4 score > 2.67, and APRI score > 1.5 each has a negative predictive value of 98%, whereas the negative predictive values in whites are 91%, 88%, and 85%, respectively.
Noninvasive fibrosis scoring systems can reliably exclude advanced fibrosis in both AAs and whites and have acceptable discriminatory ability to predict advanced fibrosis in whites. The utility of noninvasive fibrosis scoring systems in predicting advanced fibrosis in AAs needs further validation in a larger multicenter cohort.</description><subject>Accuracy</subject><subject>Adult</subject><subject>African Americans - statistics & numerical data</subject><subject>Alanine Transaminase - blood</subject><subject>Alcohol</subject><subject>Aspartate Aminotransferases - blood</subject><subject>Biopsy</subject><subject>Body mass index</subject><subject>Cultural differences</subject><subject>Diabetes</subject><subject>Ethnicity</subject><subject>European Continental Ancestry Group - statistics & numerical data</subject><subject>Female</subject><subject>Gastrointestinal surgery</subject><subject>Hepatitis</subject><subject>Humans</subject><subject>Laboratories</subject><subject>Liver - pathology</subject><subject>Liver Cirrhosis - blood</subject><subject>Liver Cirrhosis - diagnosis</subject><subject>Liver Cirrhosis - pathology</subject><subject>Liver diseases</subject><subject>Male</subject><subject>Medical records</subject><subject>Middle Aged</subject><subject>Non-alcoholic Fatty Liver Disease - blood</subject><subject>Non-alcoholic Fatty Liver Disease - pathology</subject><subject>Pathology</subject><subject>Patients</subject><subject>Platelet Count</subject><subject>Predictive Value of Tests</subject><subject>Retrospective Studies</subject><subject>ROC Curve</subject><subject>Severity of Illness Index</subject><subject>Womens health</subject><issn>2155-384X</issn><issn>2155-384X</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2020</creationdate><recordtype>article</recordtype><sourceid>PIMPY</sourceid><recordid>eNpdUU1rGzEUFKWlCWl-Qosg53X1_XEJmDRuCyYtJJDehKyVvUrWq0TSOvjQ_145ToNbXWbEmzfvSQPAR4wmmFGkP7uymqDDgwV_A44J5ryhiv16e8CPwGnOdzsRQ0Rp_R4cUUI5EUoeg99T58Zk3RbGJbyKQxg2NoeNh7OwSDGHDK9dTGFYwettLn6dYRjgdJmCsxXXfk_s0MLbLhQPf9oS_FAyvA2l2xna3sUu9sHBmS1lC-fVPMEvIXub_Qfwbmn77E9f8ATczC5vLr418x9fv19M541jivFGUyKlYgvZcq0WRNWb40hWaDEnVGtSi0giLryQGFPphVUM88qEbhE9Aed724dxsfatqwsm25uHFNY2bU20wfxbGUJnVnFjJBFUCFYNzl4MUnwcfS7mLo6pvi0bwrhmRCopq4rvVa7-XE5--ToBI_Ocm6m5mf9zq32fDtd77fqbUhWwveAp9sWnfN-PTz6Zztu-dAZhSRDSrCGI7DJGqNkZc_oHoU2jGg</recordid><startdate>20200401</startdate><enddate>20200401</enddate><creator>Marella, Hemnishil K.</creator><creator>Reddy, Yala Kirthi</creator><creator>Jiang, Yu</creator><creator>Ganguli, Surosree</creator><creator>Podila, Pradeep S.B.</creator><creator>Snell, Peter D.</creator><creator>Kovalic, Alexander J.</creator><creator>Cholankeril, George</creator><creator>Singal, Ashwani K.</creator><creator>Nair, Satheesh</creator><creator>Maliakkal, Benedict</creator><creator>Satapathy, Sanjaya K.</creator><general>Wolters Kluwer</general><general>Wolters Kluwer Health Medical Research, Lippincott Williams & Wilkins</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>3V.</scope><scope>7X7</scope><scope>7XB</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BENPR</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>K9.</scope><scope>M0S</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>5PM</scope></search><sort><creationdate>20200401</creationdate><title>Accuracy of Noninvasive Fibrosis Scoring Systems in African American and White Patients With Nonalcoholic Fatty Liver Disease</title><author>Marella, Hemnishil K. ; Reddy, Yala Kirthi ; Jiang, Yu ; Ganguli, Surosree ; Podila, Pradeep S.B. ; Snell, Peter D. ; Kovalic, Alexander J. ; Cholankeril, George ; Singal, Ashwani K. ; Nair, Satheesh ; Maliakkal, Benedict ; Satapathy, Sanjaya K.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c4845-9327784b7d598b28277c507277d152399284b07056e671137e6a841513769d03</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2020</creationdate><topic>Accuracy</topic><topic>Adult</topic><topic>African Americans - statistics & numerical data</topic><topic>Alanine Transaminase - blood</topic><topic>Alcohol</topic><topic>Aspartate Aminotransferases - blood</topic><topic>Biopsy</topic><topic>Body mass index</topic><topic>Cultural differences</topic><topic>Diabetes</topic><topic>Ethnicity</topic><topic>European Continental Ancestry Group - statistics & numerical data</topic><topic>Female</topic><topic>Gastrointestinal surgery</topic><topic>Hepatitis</topic><topic>Humans</topic><topic>Laboratories</topic><topic>Liver - pathology</topic><topic>Liver Cirrhosis - blood</topic><topic>Liver Cirrhosis - diagnosis</topic><topic>Liver Cirrhosis - pathology</topic><topic>Liver diseases</topic><topic>Male</topic><topic>Medical records</topic><topic>Middle Aged</topic><topic>Non-alcoholic Fatty Liver Disease - blood</topic><topic>Non-alcoholic Fatty Liver Disease - pathology</topic><topic>Pathology</topic><topic>Patients</topic><topic>Platelet Count</topic><topic>Predictive Value of Tests</topic><topic>Retrospective Studies</topic><topic>ROC Curve</topic><topic>Severity of Illness Index</topic><topic>Womens health</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Marella, Hemnishil K.</creatorcontrib><creatorcontrib>Reddy, Yala Kirthi</creatorcontrib><creatorcontrib>Jiang, Yu</creatorcontrib><creatorcontrib>Ganguli, Surosree</creatorcontrib><creatorcontrib>Podila, Pradeep S.B.</creatorcontrib><creatorcontrib>Snell, Peter D.</creatorcontrib><creatorcontrib>Kovalic, Alexander J.</creatorcontrib><creatorcontrib>Cholankeril, George</creatorcontrib><creatorcontrib>Singal, Ashwani K.</creatorcontrib><creatorcontrib>Nair, Satheesh</creatorcontrib><creatorcontrib>Maliakkal, Benedict</creatorcontrib><creatorcontrib>Satapathy, Sanjaya K.</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>ProQuest Central (Corporate)</collection><collection>Health & Medical Complete (ProQuest Database)</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>Hospital Premium Collection</collection><collection>Hospital Premium Collection (Alumni Edition)</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>ProQuest Central (Alumni)</collection><collection>ProQuest Central</collection><collection>ProQuest Central Essentials</collection><collection>AUTh Library subscriptions: ProQuest Central</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central</collection><collection>Health Research Premium Collection</collection><collection>Health Research Premium Collection (Alumni)</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>Health & Medical Collection (Alumni Edition)</collection><collection>Publicly Available Content (ProQuest)</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central China</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Clinical and translational gastroenterology</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Marella, Hemnishil K.</au><au>Reddy, Yala Kirthi</au><au>Jiang, Yu</au><au>Ganguli, Surosree</au><au>Podila, Pradeep S.B.</au><au>Snell, Peter D.</au><au>Kovalic, Alexander J.</au><au>Cholankeril, George</au><au>Singal, Ashwani K.</au><au>Nair, Satheesh</au><au>Maliakkal, Benedict</au><au>Satapathy, Sanjaya K.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Accuracy of Noninvasive Fibrosis Scoring Systems in African American and White Patients With Nonalcoholic Fatty Liver Disease</atitle><jtitle>Clinical and translational gastroenterology</jtitle><addtitle>Clin Transl Gastroenterol</addtitle><date>2020-04-01</date><risdate>2020</risdate><volume>11</volume><issue>4</issue><spage>e00165</spage><epage>e00165</epage><pages>e00165-e00165</pages><issn>2155-384X</issn><eissn>2155-384X</eissn><abstract>Nonalcoholic fatty liver disease fibrosis score (NFS), fibrosis-4 (FIB-4) score, aspartate aminotransferase (AST)-to-platelet ratio index (APRI) score, and AST-alanine aminotransferase (ALT) ratio are noninvasive fibrosis scoring systems for the staging of liver fibrosis in patients with chronic liver disease.
In a large cohort of patients with nonalcoholic fatty liver disease, we compared AST-ALT ratio, NFS, FIB-4 score, and APRI score in predicting advanced fibrosis (defined as fibrosis stage ≥ 3) in histologically confirmed African American (AA) and white patients. We identified 907 patients: 677 (74.6%) white and 230 (25.3%) AA patients with nonalcoholic fatty liver disease.
Of the 907 patients, 115 (12.8%) patients had advanced fibrosis (stages 3 and 4) in the total cohort: 6 (2.6%) AAs, and 109 (16.2%) whites. In AAs, the area under the receiver operating characteristic (area under the curve) for predicting advanced fibrosis was 0.58 by NFS, 0.86 by APRI score, 0.77 by FIB-4 score, and 0.65 by AST-ALT ratio. In whites, the area under the receiver operating characteristic for predicting advanced fibrosis was 0.82 by NFS, 0.82 by APRI score, 0.88 by FIB-4 score, and 0.76 by AST-ALT ratio. In the AA population, NFS > 0.675, FIB-4 score > 2.67, and APRI score > 1.5 each has a negative predictive value of 98%, whereas the negative predictive values in whites are 91%, 88%, and 85%, respectively.
Noninvasive fibrosis scoring systems can reliably exclude advanced fibrosis in both AAs and whites and have acceptable discriminatory ability to predict advanced fibrosis in whites. The utility of noninvasive fibrosis scoring systems in predicting advanced fibrosis in AAs needs further validation in a larger multicenter cohort.</abstract><cop>United States</cop><pub>Wolters Kluwer</pub><pmid>32352687</pmid><doi>10.14309/ctg.0000000000000165</doi><oa>free_for_read</oa></addata></record> |
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subjects | Accuracy Adult African Americans - statistics & numerical data Alanine Transaminase - blood Alcohol Aspartate Aminotransferases - blood Biopsy Body mass index Cultural differences Diabetes Ethnicity European Continental Ancestry Group - statistics & numerical data Female Gastrointestinal surgery Hepatitis Humans Laboratories Liver - pathology Liver Cirrhosis - blood Liver Cirrhosis - diagnosis Liver Cirrhosis - pathology Liver diseases Male Medical records Middle Aged Non-alcoholic Fatty Liver Disease - blood Non-alcoholic Fatty Liver Disease - pathology Pathology Patients Platelet Count Predictive Value of Tests Retrospective Studies ROC Curve Severity of Illness Index Womens health |
title | Accuracy of Noninvasive Fibrosis Scoring Systems in African American and White Patients With Nonalcoholic Fatty Liver Disease |
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