Patients with high NT-proBNP levels were older, had a higher prevalence of cardiovascular risk factors such as hypertension and diabetes mellitus, and had more comorbidities, including CKD, coronary disease, atrial fibrillation, and COPD (Table 1). This evidence concerns the gene NPPB and diabetes mellitus.