Furthermore, the causal effects decreased considerably after including obesity (BMI), alcohol intake frequency, SHBG, hyperandrogenemia, and fasting insulin in the multivariable MR analysis. This evidence concerns the gene SHBG and obesity due to melanocortin 4 receptor deficiency.