Logistic regression analysis revealed that NT-proBNP was an independent predictor of hyperglycemia, with an adjusted odds ratio (OR) of 1.11 per 1000 pg/mL (95% CI: 1.06–1.15, p < 0.001). This evidence concerns the gene NPPB and Hyperglycemia.