The results showed thatage, sex, LVEF, lymphocytes, neutrophils, NLR, Ln NT-proBNP, CK-MB, TG, HDL, NHR,fasting glucose, and diuretics were all potential independent risk factors forCI-AKI. The gene discussed is NPPB; the disease is acute kidney injury.