We found a steep increase in the OR for NAFLD with decreasing SHBG when the 25(OH)D group was held fixed, especially in moderate–severe NAFLD (all P for trend <0.01). The gene discussed is SHBG; the disease is metabolic dysfunction-associated steatotic liver disease.