These patterns suggest that as T2DM progresses, irisin levels are modestly correlated with indices of lipid accumulation (LAP, TG/HDL-C, AIP) and anthropometric adiposity (waist circumference), consistent with irisin’s role as a myokine linked to energy expenditure and fat metabolism. This evidence concerns the gene FNDC5 and type 2 diabetes mellitus.