A multi-indicator model including triglycerides > 1.57 mmol/L, LDL-C > 3.31 mmol/L, glucose > 4.83 mmol/L, insulin > 111.35 pmol/L, and SHBG < 25 nmol/L is highly accurate for screening NAFLD in overweight and obese PCOS patients. The gene discussed is INS; the disease is polycystic ovary syndrome.