Logistic regression analysis revealed that factors such as age ≥ 70, recent antibiotic exposure, history of invasive operations in the past 2 weeks, history of liver cancer, hepatic artery embolization, decreased albumin, high APACHE II scores, and elevated SAA and BLA levels were all significantly associated. This evidence concerns the gene ALB and liver cancer.