Additionally, age, AF/AFL, HTN,CKD, HF, diabetes, cancer history, polypharmacy, lower BMI, lower Hb values,lower ALB values, lower LVEF values, higher uric acid values and higherLogNT-proBNP values were statistically significant risk factors. This evidence concerns the gene NPPB and diabetes mellitus.