To clarify the stability of the outcomes obtained from multivariate regression analysis, we conducted a stratified multivariate regression analysis to study the relationship between the FMI1 value and the likelihood of developing hepatic steatosis and fibrosis in various subgroups within the population. This evidence concerns the gene CELSR3 and fatty liver disease.