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Author Spotlight: Advancing Hepatic Fibrosis Diagnosis Using Magnetic Resonance Elastography and AI
Published on: July 21, 2023
Diagnostic Performance of Noninvasive Tests for Identifying Advanced Fibrosis in Metabolic Dysfunction-Associated
He Yi1, Yan Zhang2, Ziwei Zhou1
1Department of Endocrinology, Zhongda Hospital, School of Medicine, Southeast University, Nanjing, China; Key Laboratory of Environmental Medicine Engineering of Ministry of Education, Southeast University, Nanjing, China.
Objectives:
To assess the performance of fibrosis-4 index (FIB-4), nonalcoholic fatty liver disease fibrosis score (NFS) and aspartate aminotransferase to platelet ratio index (APRI) for advanced fibrosis in metabolic dysfunction-associated fatty liver disease (MAFLD) subgroups categorized by concomitant liver conditions.
Methods:
We conducted a multicentered study comprising inpatients with type 2 diabetes mellitus and MAFLD. Participants were categorized into 2 groups: MAFLD with pure metabolic etiologies (MAFLD-P) and MAFLD with mixed etiologies (MAFLD-M). Diagnostic performance of FIB-4, NFS, and APRI was assessed by area under the curve (AUC), sensitivity, and specificity.
Results:
This study comprised a total of 1475 participants, with a mean (SD) age of 58.4 (13) years and 835 (56.6%) males. FIB-4 and APRI had higher AUCs for advanced fibrosis in the MAFLD-M group than in the MAFLD-P group (MAFLD-M vs MAFLD-P: FIB-4 0.680 vs 0.591, P = .0442; APRI 0.723 vs 0.631, P = .0363). No significant difference was observed in the AUC of NFS between the 2 subgroups (MAFLD-M 0.572 vs MAFLD-P 0.617; P = .3237). Besides, the sensitivity of FIB-4 (69.6% vs 54.0%; P = .019) and APRI (43.5% vs 26.1%; P = .005) was higher in the MAFLD-M group. However, no significant difference in sensitivity of NFS and specificity of FIB-4, NFS, and APRI was observed between subgroups.
Conclusions:
In this diagnostic study of the type 2 diabetes mellitus population, FIB-4 and APRI showed better performance for identifying advanced fibrosis in MAFLD with mixed etiologies.

