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Prospective validation of imaging and serum diagnostic biomarkers of steatohepatitis and fibrosis in MASLD: the LITMUS Imaging Study

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Abstract

There is a need for robust evaluations of noninvasive biomarkers for metabolic dysfunction-associated steatotic liver disease. This prospective multicenter study assessed the diagnostic accuracy of imaging (including liver stiffness measurement (LSM) using magnetic resonance elastography (MRE) and FibroScan (vibration-controlled transient elastography (VCTE)), serum biomarkers (including NIS2+) and composite scores (including Agile 3+ and Agile 4) for centrally read steatohepatitis and fibrosis. For cirrhosis, several biomarkers exceeded the minimum acceptable performance criterion (MAC), including MRE (area under the receiver operating curve (AUC) 0.91; P < 0.01), VCTE-LSM (AUC 0.87; P < 0.01), Agile 3+ (AUC 0.89; P < 0.01) and Agile 4 (AUC 0.88; P < 0.01). Among 357 participants, fibrosis stages F0–F4 were present in 12%, 16%, 25%, 32% and 15%, respectively. NIS2+ had the highest diagnostic accuracy among serum biomarkers for metabolic dysfunction-associated steatohepatitis (MASH; AUC 0.83) and at-risk MASH (MASH with at least stage 2 fibrosis; AUC 0.82), although neither significantly exceeded the MAC (P = 0.15 and P = 0.19). Among imaging biomarkers, MRE showed the highest performance for MASH (AUC 0.71) and at-risk MASH (AUC 0.75), but these remained below the MAC. For fibrosis staging, performance was stronger: MRE met the MAC for advanced fibrosis (AUC 0.91; P < 0.01), as did Agile 3+ (AUC 0.84; P = 0.03). For cirrhosis, several biomarkers exceeded the MAC, including MRE (AUC 0.91; P < 0.01), VCTE-LSM (AUC 0.87; P < 0.01), Agile 3+ (AUC 0.89; P < 0.01) and Agile 4 (AUC 0.88; P < 0.01). Serum biomarkers tended to outperform imaging for identifying at-risk MASH, whereas elastography and composite scores showed excellent accuracy for staging advanced fibrosis and cirrhosis.

Original languageEnglish
Pages (from-to)2959–2969
Number of pages11
JournalNature medicine
Volume32
Issue number8
Early online date2026
DOIs
Publication statusPublished - 2 Aug 2026

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