In conclusion, in this study, we constructed a nomogram based on seven predictors—ALT, total cholesterol, triglycerides, LDL, creatinine, UA, and HbA1c—associated with NAFLD in lean individuals. The gene discussed is GPT; the disease is metabolic dysfunction-associated steatotic liver disease.