acNASH index to diagnose nonalcoholic steatohepatitis: A prospective derivation and global validation study

There is an unmet need for non-invasive biomarkers for the diagnosis of nonalcoholic steatohe-patitis (NASH) in non-specialized settings. We aimed to develop and validate a non-invasive test for diagnos -ing NASH in individuals with biopsy-proven nonalcoholic fatty liver disease (NAFLD). Methods: We...

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Main Authors: Wu, Xi-Xi, Zheng, Kenneth, Boursier, Jerome, Chan, Wah-Kheong, Yilmaz, Yusuf, Romero-Gomez, Manuel, El Kassas, Mohamed, Targher, Giovanni, Byrne, Christopher D., Huang, Zhi-Ming, Zheng, Ming-Hua
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Published: Elsevier 2021
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spelling my.um.eprints.344782022-09-14T04:14:18Z http://eprints.um.edu.my/34478/ acNASH index to diagnose nonalcoholic steatohepatitis: A prospective derivation and global validation study Wu, Xi-Xi Zheng, Kenneth Boursier, Jerome Chan, Wah-Kheong Yilmaz, Yusuf Romero-Gomez, Manuel El Kassas, Mohamed Targher, Giovanni Byrne, Christopher D. Huang, Zhi-Ming Zheng, Ming-Hua R Medicine RC Internal medicine There is an unmet need for non-invasive biomarkers for the diagnosis of nonalcoholic steatohe-patitis (NASH) in non-specialized settings. We aimed to develop and validate a non-invasive test for diagnos -ing NASH in individuals with biopsy-proven nonalcoholic fatty liver disease (NAFLD). Methods: We developed a non-invasive test named the acNASH index that combines serum creatinine and aspartate aminotransferase levels in a derivation cohort of 390 Chinese NAFLD patients admitted to the hepa-tology center of the First Affiliated Hospital of Wenzhou Medical University (China) between December 2016 and September 2019 and subsequently validated in five external cohorts of different ethnicities of patients with biopsy-confirmed NAFLD (pooled n=1,089). Findings: The performance of the acNASH index for identifying NASH (defined as NAFLD activity score >5 with score of >1 for each steatosis, lobular inflammation and ballooning) was good in the derivation cohort with an area under receiver operating characteristics (AUROC) of 0.818 (95%CI 0.777-0.860). A cutoff of acNASH index <4.15 gave a sensitivity (Se) of 91%, a specificity (Sp) of 48% anda negative predictive value (NPV) of 83% for ruling-out NASH, con-versely, a cutoff of acNASH >7.73 gave a Sp of 91%, Se of 53% anda positive predictive value (PPV) of 85% for ruling-in NASH. In the pooled validation cohort (n=1,089), the diagnostic performance of the index was also good with AUROC=0.805 (95%CI 0.780-0.830), NPV of 93% for ruling-out NASH and PPV of 73% for ruling-in NASH. Subgroup analyses showed similar performance in patients with diabetes or subjects with normal serum transaminase levels. Interpretation: The acNASH index shows promising utility as a simple non-invasive biomarker for diagnosing NASH among adults with biopsy-proven NAFLD of different ethnicities from different countries. Funding: The National Natural Science Foundation of China (82070588), High Level Creative Talents from Department of Public Health in Zhejiang Province (S2032102600032) and Project of New Century 551 Talent Nurturing in Wenzhou. (c) 2021 The Author(s). Published by Elsevier Ltd. This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/) Elsevier 2021-11 Article PeerReviewed Wu, Xi-Xi and Zheng, Kenneth and Boursier, Jerome and Chan, Wah-Kheong and Yilmaz, Yusuf and Romero-Gomez, Manuel and El Kassas, Mohamed and Targher, Giovanni and Byrne, Christopher D. and Huang, Zhi-Ming and Zheng, Ming-Hua (2021) acNASH index to diagnose nonalcoholic steatohepatitis: A prospective derivation and global validation study. Eclinical Medicine, 41. ISSN 2589-5370, DOI https://doi.org/10.1016/j.eclinm.2021.101145 <https://doi.org/10.1016/j.eclinm.2021.101145>. 10.1016/j.eclinm.2021.101145
institution Universiti Malaya
building UM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaya
content_source UM Research Repository
url_provider http://eprints.um.edu.my/
topic R Medicine
RC Internal medicine
spellingShingle R Medicine
RC Internal medicine
Wu, Xi-Xi
Zheng, Kenneth
Boursier, Jerome
Chan, Wah-Kheong
Yilmaz, Yusuf
Romero-Gomez, Manuel
El Kassas, Mohamed
Targher, Giovanni
Byrne, Christopher D.
Huang, Zhi-Ming
Zheng, Ming-Hua
acNASH index to diagnose nonalcoholic steatohepatitis: A prospective derivation and global validation study
description There is an unmet need for non-invasive biomarkers for the diagnosis of nonalcoholic steatohe-patitis (NASH) in non-specialized settings. We aimed to develop and validate a non-invasive test for diagnos -ing NASH in individuals with biopsy-proven nonalcoholic fatty liver disease (NAFLD). Methods: We developed a non-invasive test named the acNASH index that combines serum creatinine and aspartate aminotransferase levels in a derivation cohort of 390 Chinese NAFLD patients admitted to the hepa-tology center of the First Affiliated Hospital of Wenzhou Medical University (China) between December 2016 and September 2019 and subsequently validated in five external cohorts of different ethnicities of patients with biopsy-confirmed NAFLD (pooled n=1,089). Findings: The performance of the acNASH index for identifying NASH (defined as NAFLD activity score >5 with score of >1 for each steatosis, lobular inflammation and ballooning) was good in the derivation cohort with an area under receiver operating characteristics (AUROC) of 0.818 (95%CI 0.777-0.860). A cutoff of acNASH index <4.15 gave a sensitivity (Se) of 91%, a specificity (Sp) of 48% anda negative predictive value (NPV) of 83% for ruling-out NASH, con-versely, a cutoff of acNASH >7.73 gave a Sp of 91%, Se of 53% anda positive predictive value (PPV) of 85% for ruling-in NASH. In the pooled validation cohort (n=1,089), the diagnostic performance of the index was also good with AUROC=0.805 (95%CI 0.780-0.830), NPV of 93% for ruling-out NASH and PPV of 73% for ruling-in NASH. Subgroup analyses showed similar performance in patients with diabetes or subjects with normal serum transaminase levels. Interpretation: The acNASH index shows promising utility as a simple non-invasive biomarker for diagnosing NASH among adults with biopsy-proven NAFLD of different ethnicities from different countries. Funding: The National Natural Science Foundation of China (82070588), High Level Creative Talents from Department of Public Health in Zhejiang Province (S2032102600032) and Project of New Century 551 Talent Nurturing in Wenzhou. (c) 2021 The Author(s). Published by Elsevier Ltd. This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/)
format Article
author Wu, Xi-Xi
Zheng, Kenneth
Boursier, Jerome
Chan, Wah-Kheong
Yilmaz, Yusuf
Romero-Gomez, Manuel
El Kassas, Mohamed
Targher, Giovanni
Byrne, Christopher D.
Huang, Zhi-Ming
Zheng, Ming-Hua
author_facet Wu, Xi-Xi
Zheng, Kenneth
Boursier, Jerome
Chan, Wah-Kheong
Yilmaz, Yusuf
Romero-Gomez, Manuel
El Kassas, Mohamed
Targher, Giovanni
Byrne, Christopher D.
Huang, Zhi-Ming
Zheng, Ming-Hua
author_sort Wu, Xi-Xi
title acNASH index to diagnose nonalcoholic steatohepatitis: A prospective derivation and global validation study
title_short acNASH index to diagnose nonalcoholic steatohepatitis: A prospective derivation and global validation study
title_full acNASH index to diagnose nonalcoholic steatohepatitis: A prospective derivation and global validation study
title_fullStr acNASH index to diagnose nonalcoholic steatohepatitis: A prospective derivation and global validation study
title_full_unstemmed acNASH index to diagnose nonalcoholic steatohepatitis: A prospective derivation and global validation study
title_sort acnash index to diagnose nonalcoholic steatohepatitis: a prospective derivation and global validation study
publisher Elsevier
publishDate 2021
url http://eprints.um.edu.my/34478/
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