Lastly, we construct and validate genetic scores and genetic risk scores (GS/GRSs) to estimate testosterone, SHBG levels, and hypogonadism and find significant associations with metabolic conditions, such as hyperlipidemia, gout, and diabetes, as well as cardiac and liver disorders. This evidence concerns the gene SHBG and hyperlipidemia.