In the horizontal pleiotropy analysis, we found that the effects of SHBG levels on obesity, BMI, and waist circumference, and the effects of age at menarche on childhood obesity, had horizontal pleiotropy (p < 0.05). This evidence concerns the gene SHBG and Obesity.