Among serum cytokines, laboratory indicators, and six indexes, TyG, MHR, NHR, NLR and IL-6 presented a significant positive correlation with the incidence in participants with NAFLD and T2DM. This evidence concerns the gene IL6 and metabolic dysfunction-associated steatotic liver disease.