We also performed another multivariate analysis to examine the factors influencing the occurrence of HFS, utilizing an interaction model that incorporates alanine aminotransferase/aspartate aminotransferase levels and a history of cholelithiasis (Supplementary Table 3). This evidence concerns the gene GPT and cholelithiasis.