Among the two traits related to obesity, the effect of ALT on waist-to-hip ratio (beta = 0.110 [0.051–0.168], P = 2.60×10−4) was statistically significant, indicating that the elevation of ALT could give rise to abdominal obesity. This evidence concerns the gene GPT and Abdominal obesity.