PCOS patients had significantly higher levels of fasting insulin (FINS), hemostasis of model assessment-insulin resistance, low-lipoprotein cholesterol, triglyceride, apolipoprotein B, apolipoprotein B/apolipoprotein A1, and homocysteine than the controls. The gene discussed is APOB; the disease is polycystic ovary syndrome.