After excluding variables with multicollinearity, independent NAFLD-presence factors were high body mass index (BMI), low AST/ALT ratio, high serum albumin level, high PA%, and high DGLA level. This evidence concerns the gene GPT and metabolic dysfunction-associated steatotic liver disease.