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. This evidence concerns the gene AMH and obesity due to melanocortin 4 receptor deficiency.