This study (Table 4) showed that the occurrence of HFS is related to a history of gallstones (P = 0.025), increased ALT (P = 0.000), increased AST (P = 0.000), and increased GGT (P = 0.000), which are independent risk factors for HFS (Table 5). The gene discussed is GPT; the disease is gallstones.