Additionally, beyond metabolic factors related to insulin resistance and dyslipidaemia, PCOS was significantly associated with higher baseline levels of oestradiol (E2), LH, DHEAS, testosterone, AMH, FAI, BAI scores and BDI scores and lower SHBG levels, independent of obesity. The gene discussed is SHBG; the disease is obesity disorder.