With increasing AIP values, parameters such as age, BMI, waist circumference, family poverty income ratio, diabetes, hypertension, coronary heart disease, heart failure, SUA, hyperuricemia,TG, TC, and low-density lipoprotein cholesterol showed an upward trend, while education level and HDL-C levels demonstrated a downward trend. Here, AIP is linked to heart failure.