NPPB and diabetes mellitus: For MMP-2 levels (≤1519.3 ng/mL and >1519.3 ng/mL), significant differences were observed in age, diabetes prevalence, HDL levels, NT-proBNP, hs-TNT, dyspnea severity, and 6MWT results, indicating distinct disease trajectories and risk profiles.