This score exhibited a strong independent association with all-cause mortality, even after adjusting for key clinical risk factors such as age, sex, disease duration, hypertension, smoking status, HbA1c, BMI, LDL-C, and hs-CRP. This evidence concerns the gene CRP and Hypertension.