The influential factors identified through this analysis were age, gender, BMI, smoking, hypertension, diabetes, coronary artery disease, WBC, Neu, Lym, PLT, CRP, Alb, D-dimer, lactate, APACHE II score, and SOFA score. The gene discussed is ALB; the disease is diabetes mellitus.