This suggests a close association between SPECT results and other factors that predicted poor outcome such as age, male sex, smoking, T2DM duration, diabetic end-organ damage (autonomic neuropathy, peripheral artery disease), creatinine, and BNP levels. This evidence concerns the gene NPPB and type 2 diabetes mellitus.