We performed logistic regression analysis and ROC diagnostic analysis.<h4>Results</h4>The results showed that age, BMI, SBP, ALT, AST, FBG, TBIL, TG, and LDL were risk factors for NAFLD in adults, and HDL was a protective factor (all <i>p</i>-values were less than 0.05). Here, GPT is linked to metabolic dysfunction-associated steatotic liver disease.