A clustering analysis of 893 women with PCOS identified the metabolic subtype of PCOS, which was characterized by higher BMI and glucose and insulin levels with relatively low SHBG and LH levels [5]. The gene discussed is SHBG; the disease is polycystic ovary syndrome.