INS and metabolic dysfunction-associated steatotic liver disease: In this study, we identified four dominantly differential metabolites enriched in 4 KEGG pathways, which play various NAFLD-related physiological roles, including lipid metabolism, collagen synthesis, insulin sensitivity, as well as inflammation.