NPPB and type 2 diabetes mellitus: We found that the levels of apelin was significantly increased in T2DM patients with HFpEF to non-HFpEF diabetics and apelin to NT-proBNP ratio < 0.82 × 10−2 was independent predictor for HFpEF in T2DM patients.