NT-proBNP, HFH within the past 6 months, creatinine, diabetes, geographic region, HF duration, SGLT2i, COPD, transient ischemic attack/stroke, any previous HFH, HR. Here, NPPB is linked to chronic obstructive pulmonary disease.