Multiple logistic regression analysis using the 17 variables showed that BMI, AST/ALT ratio, albumin, PA%, and DGLA were independent NAFLD-presence variables (Table 3). This evidence concerns the gene ALB and metabolic dysfunction-associated steatotic liver disease.