ArticleJournal of gastroenterology2026
Impact of cardiometabolic criteria on the pathogenesis of MASLD and diagnostic performance of non-invasive tests.
Article in Journal of gastroenterology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
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Abstract
backgroundThe impact of each factor and the number of positive criteria on pathogenesis and the diagnostic performance of non-invasive tests (NITs) in patients with metabolic dysfunction-associated steatotic liver disease (MASLD) remains unclear. This study aimed to investigate the association between the cardiometabolic criteria and the clinical features.
methodsThis retrospective study investigated clinicopathological characteristics and the diagnostic performance of the Enhanced Liver Fibrosis (ELF) test, fibrosis-4 (FIB-4) index, and nonalcoholic fatty liver disease fibrosis score (NFS) according to the factors and the number of positive cardiometabolic criteria in 1,038 patients with biopsy-proven MASLD.
resultsHypertension is a significant risk factor for progression to advanced fibrosis and at-risk metabolic dysfunction-associated steatohepatitis (MASH) in male patients. In contrast, no significant risk factor was identified in female patients. The incidence of advanced fibrosis increased significantly in patients with three or more positive criteria. Similarly, the incidence of at-risk MASH increased significantly in a stepwise manner with the number of positive cardiometabolic criteria. The diagnostic performance of the ELF test for advanced fibrosis exceeded that of the FIB-4 index and NFS for all factors except hypertension. Regardless of the number of positive cardiometabolic criteria, the ELF test demonstrated a superior diagnostic performance for advanced fibrosis.
conclusionsMASLD with hypertension in male patients or a higher number of positive cardiometabolic criteria constitutes a significant risk for advanced fibrosis or at-risk MASH. The ELF test is a valuable tool for diagnosing advanced fibrosis progression regardless of individual factors or the number of positive cardiometabolic criteria.
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