Within diabetes prevention cohorts, studies have revealed that NT-proBNP levels more accurately reflect an individual’s insulin sensitivity (44); specifically, lower circulating NT-proBNP is associated with reduced insulin sensitivity, a relationship that persists independent even after adjusting for obesity metrics, mirroring findings from cross-sectional studies (39). This evidence concerns the gene INS and diabetes mellitus.