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acFibroMASH Index for the Diagnosis of Fibrotic MASH and Prediction of Liver-related Events: An International Multicenter Study

  • Gong Feng
  • , Ferenc E. Mózes
  • , Dong Ji
  • , Sombat Treeprasertsuk
  • , Takeshi Okanoue
  • , Toshihide Shima
  • , Huiqing Liang
  • , Emmanuel Tsochatzis
  • , Jinjun Chen
  • , Jörn M. Schattenberg
  • , Christian Labenz
  • , Sanjiv Mahadeva
  • , Wah Kheong Chan
  • , Xiaoling Chi
  • , Adèle Delamarre
  • , Victor de Lédinghen
  • , Salvatore Petta
  • , Elisabetta Bugianesi
  • , Hannes Hagström
  • , Jérôme Boursier
  • José Luis Calleja, George Boon Bee Goh, Rocio Gallego-Durán, Arun J. Sanyal, Jian Gao Fan, Laurent Castéra, Michelle Lai, Stephen A. Harrison, Manuel Romero-Gomez, Seung Up Kim, Yongfen Zhu, Geraldine Ooi, Junping Shi, Masato Yoneda, Atsushi Nakajima, Jing Zhang, Monica Lupsor-Platon, Bihui Zhong, Jeremy F.L. Cobbold, Chun Yan Ye, Peter J. Eddowes, Philip Newsome, Jie Li, Jacob George, Fangping He, Myeong Jun Song, Hong Tang, Yuchen Fan, Jidong Jia, Liang Xu, Su Lin, Yiling Li, Zhonghua Lu, Yuemin Nan, Junqi Niu, Xuebing Yan, Yongjian Zhou, Chenghai Liu, Hong Deng, Qing Ye, Qing Lei Zeng, Lei Li, Jing Wang, Song Yang, Huapeng Lin, Hye Won Lee, Terry Cheuk Fung Yip, Céline Fournier-Poizat, Grace Lai Hung Wong, Grazia Pennisi, Angelo Armandi, Wen Yue Liu, Ying Shang, Marc de Saint-Loup, Elba Llop, Kevin Kim Jun Teh, Carmen Lara-Romero, Amon Asgharpour, Sara Mahgoub, Mandy Sau Wai Chan, Clemence M. Canivet, Fanpu Ji, Yongning Xin, Jin Chai, Zhiyong Dong, Giovanni Targher, Christopher D. Byrne, Na He, Man Mi, Feng Ye, Vincent Wai Sun Wong, Michael Pavlides, Ming Hua Zheng
  • Xi'an Medical University
  • The First Affiliated Hospital of Xi’an Jiaotong University
  • University of Oxford
  • General Hospital of People's Liberation Army
  • Thai Red Cross Society
  • Saiseikai Suita Hospital
  • Xiamen Hospital of Traditional Chinese Medicine
  • Royal Free London NHS Foundation Trust
  • Southern Medical University
  • Johannes Gutenberg University Mainz
  • Saarland University
  • University of Malaya
  • Guangdong Provincial Hospital of Traditional Chinese Medicine
  • Bordeaux University Hospital
  • University of Palermo
  • University of Turin
  • Karolinska Institutet
  • Université d'Angers
  • Hospital Universitario Puerta de Hierro Majadahonda
  • Singapore General Hospital
  • Hospital Universitario Virgen del Rocio
  • Virginia Commonwealth University
  • Shanghai Jiao Tong University
  • Université Paris Cité
  • Harvard University
  • Pinnacle Clinical Research
  • Yonsei University
  • Zhejiang University
  • Monash University
  • The Affiliated Hospital of Hangzhou Normal University
  • Yokohama City University
  • Capital Medical University
  • Iuliu Hatieganu University of Medicine and Pharmacy
  • Sun Yat-Sen University
  • The Third People's Hospital of Changzhou
  • Nottingham University Hospitals NHS Trust
  • National Institute for Health Research Biomedical Research Centre at University Hospitals Birmingham NHS Foundation Trust and the University of Birmingham
  • University of Birmingham
  • University Hospitals Birmingham NHS Foundation Trust
  • Nanjing University
  • The University of Sydney
  • Eighth Hospital Affiliated to SunYat-sen University
  • The Catholic University of Korea
  • Sichuan University
  • Qilu Hospital of Shandong University
  • Tianjin Second People's Hospital
  • Fujian Medical University
  • China Medical University
  • Wuxi People's Hospital
  • Hebei Medical University
  • Jilin University
  • Xuzhou Medical University
  • South China University of Technology
  • Shuguang Hospital affiliated to Shanghai University of Traditional Chinese Medicine
  • The Third Affiliated Hospital of Sun Yat-sen University
  • Department of Hepatology of The Third Central Hospital of Tianjin
  • First Affiliated Hospital of Zhengzhou University
  • Anhui Medical University
  • Affiliated Traditional Chinese Medicine Hospital of Southwest Medical University
  • Chinese University of Hong Kong
  • Echosens
  • The First Affiliated Hospital of Wenzhou Medical University
  • The Second Affiliated Hospital of Xi'an Jiaotong University
  • Qingdao Municipal Hospital
  • Army Medical University
  • The First Affiliated Hospital of Jinan University
  • University of Verona
  • IRCCS Ospedale Sacro Cuore Don Calabria
  • University Hospital Southampton NHS Foundation Trust
  • Key Laboratory of Diagnosis and Treatment for the Development of Chronic Liver Disease in Zhejiang Province

Research output: Contribution to journalArticlepeer-review

16 Scopus citations

Abstract

Background & Aims: Metabolic dysfunction-associated steatohepatitis (MASH) and fibrotic MASH are significant health challenges. This multi-national study aimed to validate the acMASH index (including serum creatinine and aspartate aminotransferase concentrations) for MASH diagnosis and develop a new index (acFibroMASH) for non-invasively identifying fibrotic MASH and exploring its predictive value for liver-related events (LREs). Methods: We analyzed data from 3004 individuals with biopsy-proven metabolic dysfunction-associated steatotic liver disease (MASLD) across 29 Chinese and 9 international cohorts to validate the acMASH index and develop the acFibroMASH index. Additionally, we utilized the independent external data from a multi-national cohort of 9034 patients with MASLD to examine associations between the acFibroMASH index and the risk of LREs. Results: In the pooled global cohort, the acMASH index identified MASH with an area under the receiver operating characteristic curve (AUROC) of 0.802 (95% confidence interval [CI], 0.786-0.818). The acFibroMASH index (including the acMASH index plus liver stiffness measurement) accurately identified fibrotic MASH with an AUROC of 0.808 in the derivation cohort and 0.800 in the validation cohort. Notably, the AUROC for the acFibroMASH index was 0.835 (95% CI, 0.786-0.882), superior to that of the FAST score at 0.750 (95% CI, 0.693-0.800; P < .01) in predicting the 5-year risk of LREs. Patients with acFibroMASH >0.39 had a higher risk of LREs than those with acFibroMASH <0.15 (adjusted hazard ratio, 11.23; 95% CI, 3.98-31.66). Conclusions: This multi-ethnic study validates the acMASH index as a reliable, noninvasive test for identifying MASH. The newly proposed acFibroMASH index is a reliable test for identifying fibrotic MASH and predicting the risk of LREs.

Original languageEnglish
Pages (from-to)785-796
Number of pages12
JournalClinical Gastroenterology and Hepatology
Volume23
Issue number5
DOIs
StatePublished - Apr 2025
Externally publishedYes

Keywords

  • Diagnosis
  • Fibrotic Metabolic-associated Steatohepatitis
  • Liver-related Events

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