Development and validation of an image biomarker to identify metabolic dysfunction associated steatohepatitis: MR-MASH score

Liver Int. 2024 Jan;44(1):202-213. doi: 10.1111/liv.15766. Epub 2023 Oct 30.

Abstract

Background and aims: Diagnosis of metabolic dysfunction-associated steatohepatitis (MASH) requires histology. In this study, a magnetic resonance imaging (MRI) score was developed and validated to identify MASH in patients with metabolic dysfunction-associated steatotic liver disease (MASLD). Secondarily, a screening strategy for MASH diagnosis was investigated.

Methods: This prospective multicentre study included 317 patients with biopsy-proven MASLD and contemporaneous MRI. The discovery cohort (Spain, Portugal) included 194 patients. NAFLD activity score (NAS) and fibrosis were assessed with the NASH-CRN histologic system. MASH was defined by the presence of steatosis, lobular inflammation, and ballooning, with NAS ≥4 with or without fibrosis. An MRI-based composite biomarker of Proton Density Fat Fraction and waist circumference (MR-MASH score) was developed. Findings were afterwards validated in an independent cohort (United States, Spain) with different MRI protocols.

Results: In the derivation cohort, 51% (n = 99) had MASH. The MR-MASH score identified MASH with an AUC = .88 (95% CI .83-.93) and strongly correlated with NAS (r = .69). The MRI score lower cut-off corresponded to 88% sensitivity with 86% NPV, while the upper cut-off corresponded to 92% specificity with 87% PPV. MR-MASH was validated with an AUC = .86 (95% CI .77-.92), 91% sensitivity (lower cut-off) and 87% specificity (upper cut-off). A two-step screening strategy with sequential MR-MASH examination performed in patients with indeterminate-high FIB-4 or transient elastography showed an 83-84% PPV to identify MASH. The AUC of MR-MASH was significantly higher than that of the FAST score (p < .001).

Conclusions: The MR-MASH score has clinical utility in the identification and management of patients with MASH at risk of progression.

Keywords: magnetic resonance; metabolic dysfunction-associated steatohepatitis; proton density fat fraction; waist circumference.

Publication types

  • Multicenter Study
  • Research Support, Non-U.S. Gov't

MeSH terms

  • Biomarkers / metabolism
  • Biopsy
  • Fibrosis
  • Humans
  • Liver Cirrhosis / diagnostic imaging
  • Liver Cirrhosis / metabolism
  • Liver* / pathology
  • Magnetic Resonance Imaging
  • Non-alcoholic Fatty Liver Disease* / complications
  • Non-alcoholic Fatty Liver Disease* / diagnostic imaging
  • Prospective Studies

Substances

  • Biomarkers