Using subgroup analyses to identify factors associated with higher grades of NAFLD revealed that BMI, BFP, WC, LCL, FBS, AST, and ALT were significantly higher in higher grades compared to the lowers (P < 0.05). This evidence concerns the gene GPT and metabolic dysfunction-associated steatotic liver disease.