Dyslipidemias, hepatic steatosis index, and ABCA1 (rs1800977) gene polymorphism CC genotype; were the only independent predictors of advanced fibrosis in NAFLD‐patients. This evidence concerns the gene ABCA1 and fatty liver disease.