When NAFLD being added into this regression model as an independent variable, a strong correlation was found between lower serum SHBG levels and higher NAFLD incidence with β and 95%CI was −0.295 (95%CI −0.352, −0.239) (P < 0.001). The gene discussed is SHBG; the disease is metabolic dysfunction-associated steatotic liver disease.