The final model included 5 independent predictors: polycystic ovary syndrome (PCOS), homeostatic model assessment for insulin resistance (HOMA-IR), interleukin-6 (IL-6), high-density lipoprotein cholesterol (HDL-C), and serum uric acid. The gene discussed is IL6; the disease is Insulin resistance.