NPPB and Insulin resistance: This association persists after comprehensive adjustment for insulin resistance, inflammatory markers including C-reactive protein and interleukin-6, natriuretic peptides such as BNP/NT-proBNP, and comorbidities like coronary artery disease or diabetes mellitus (47).