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Updated: May 11, 2026

In Vitro Modeling of Fat Deposition in Metabolic Dysfunction-Associated Steatotic Liver Disease
Published on: July 19, 2024
Weight Loss-Induced Metabolic Remodeling in Metabolic dysfunction-associated steatotic liver disease: A Cohort Study
J Troisi1, P Torre2, L Schiavo2
1Theoreo srl Via degli Ulivi, 3, 84090 Montecorvino Pugliano, SA Italy; European Institute of Metabolomics (EIM) Foundation, Via G. Puccini, 2, 84081 Baronissi, SA Italy.
Background:
Metabolic dysfunction-associated steatotic liver disease (MASLD) is the hepatic expression of systemic metabolic derangement; however, we have limited understanding of its progression or improvement, and there's a lack of adequate tools to monitor these changes. Metabolomics can provide dynamic biomarkers that reflect pathophysiological change.
Objective:
To describe the effects of weight-loss oriented Mediterranean diet on clinical, laboratory and metabolomic profiles in a cohort of genetically characterized obese and overweight MASLD patients.
Methods:
In a prospective cohort, 148 adults with ultrasound-confirmed MASLD started a personalized, nutritionist-guided, hypocaloric Mediterranean diet, supported by regular counselling. Weight loss was classified as <5%, 5-10%, or >10% of baseline. Single-nucleotide polymorphisms in PNPLA3, TM6SF2, MBOAT7 and GCKR were genotyped and combined into a weighted polygenic risk score. Untargeted gas chromatography-mass spectrometry profiled fasting serum samples at baseline and study end. Data were processed by partial least squares discriminant analysis, variable importance in projection scoring, and pathway enrichment.
Results:
Mean weight decreased by about 8% and controlled attenuation parameter declined by nearly 17%, with greatest steatosis reduction in PNPLA3 G-allele carriers. Metabolomic modelling achieved 92% classification accuracy and revealed fourteen key metabolites. Caproic acid, glycerol and hydroxypropanedioic acid increased consistently, whereas palmitic acid and d-galactose decreased. Enriched pathways included galactose, butanoate and glycerolipid metabolism. Metabolic shifts scaled with weight loss intensity and differed by genotype.
Conclusions:
Mediterranean diet-induced weight loss triggers rapid, weight-dependent and genotype-modulated metabolomic reprogramming that parallels hepatic fat clearance. Caproic acid, glycerol and hydroxypropanedioic acid constitute biomarkers and combined with genetic risk assessment, may support precision nutrition strategies for MASLD.
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