CRP and Hypertension: The LASSO regression results identified 15 potential variables associated with IKPLAS, including: DM, Drink, Prior history of biliary disease, Hypertension, Underlying heart disease, Fever, PLT, CRP, AST, TBIL, Creatinine, Broth culture, Abscess location, Pleural effusion, and Ascites (Figure 2).