Linkage disequilibrium score regression analysis revealed genetic correlations with obesity, fasting insulin, type 2 diabetes, lipid levels and coronary artery disease, indicating shared genetic architecture between metabolic traits and PCOS. The gene discussed is INS; the disease is obesity due to melanocortin 4 receptor deficiency.