Abstract
BACKGROUND Alterations in circulating metabolites have been described in obese metabolic dysfunction–associated steatotic liver disease (MASLD), but data on lean MASLD are lacking. We investigated serum metabolites, including microbial bile acids and short-chain fatty acids (SCFAs), and their association with lean and obese MASLD.METHODS Serum samples from 204 people of European descent were allocated to four groups: lean healthy, lean MASLD, obese healthy, and obese MASLD. Liquid chromatography–mass spectrometry–based metabolomics and linear model analysis were performed. MASLD prediction was assessed based on least absolute shrinkage and selection operator regression. Functional effects of altered molecules were verified in organotypic 3D primary human liver cultures.RESULTS Lean MASLD was characterized by elevated isobutyrate, methionine sulfoxide, propionate, and phosphatidylcholines. Patients with obese MASLD had increased sarcosine and decreased lysine and asymmetric dimethylarginine. Using metabolites, sex, and BMI, MASLD versus healthy could be predicted with a median AUC of 86.5% and 85.6% in the lean and obese subgroups, respectively. Functional experiments in organotypic 3D primary human liver cultures showed propionate and isobutyrate induced lipid accumulation and altered expression of genes involved in lipid and glucose metabolism.CONCLUSION Lean MASLD is characterized by a distinct metabolite pattern related to amino acid metabolism, lipids, and SCFAs, while metabolic pathways of lipid accumulation are differentially activated by microbial metabolites. We highlight an important role of microbial metabolites in MASLD, with implications for predictive and mechanistic assessment of liver disease across weight categories.FUNDING Robert Bosch Stiftung, Swedish Research Council (2021-02801, 2023-03015, 2024-03401), ERC Consolidator Grant 3DMASH (101170408), Ruth and Richard Julin Foundation for Gastroenterology (2021-00158), SciLifeLab and Wallenberg National Program for Data-Driven Life Science (WASPDDLS22:006), Novo Nordisk Foundation (NNF23OC0085944, NNF23OC0084420), PMU-FFF (E-18/28/148-FEL).
Authors
Mathias Haag, Stefan Winter, Aurino M. Kemas, Julia Tevini, Alexandra Feldman, Sebastian K. Eder, Thomas K. Felder, Christian Datz, Bernhard Paulweber, Gerhard Liebisch, Oliver Burk, Volker M. Lauschke, Elmar Aigner, Matthias Schwab
Figure 4
Pro and Ibu induce lipid accumulation in human 3D liver spheroids by altering gene expression in metabolic pathways.
