Our results of the multiple stepwise regression analysis of the whole study group indicated BMI, ALT, TG, TNFα, and TLR4 as positive and HDL as negative contributors to NAFLD. This evidence concerns the gene TLR4 and metabolic dysfunction-associated steatotic liver disease.