Protein-coding variants in several liver genes, such as PNPLA3, GCKR, SLCO1B1, SERPINA1, HGFAC, and UGT2B15, were significantly associated with total testosterone levels and hypogonadism risk. Here, HGFAC is linked to hypogonadism.