In model 3, after further adjustment for ALT, AST, FBG and TC, Serum GDF15 levels remained independently associated with hyperthyroidism, with the adjusted OR (95% CI) of 13.193 (4.754–55.090; P < 0.001). This evidence concerns the gene GDF15 and hyperthyroidism.