In the multivariate analysis, after adjusting for potential confounders, the SHR > 0.99 (adjusted HR:2.34, p < 0.001) remained a significant predictor of long-term events along with age, sex, diabetes, NT-proBNP, and the use of ACE/ARB. The gene discussed is NPPB; the disease is diabetes mellitus.