Multivariate logistic analysis was conducted with age, sex, albumin, platelet count, history of appendectomy, and grade of steatosis (which showed significant associations on univariate analysis) as covariates and advanced fibrosis as the dependent variable in NAFLD patients (Table 4). This evidence concerns the gene ALB and metabolic dysfunction-associated steatotic liver disease.