Known risk factors, like the patients’ age, dialysis vintage, and diabetes, as well as other biomarkers in question: NT-proBNP, Gal-3, hsCRP, and hsTnT, were also included in the analysis, but they did not retain in the regression model (p > 0.1). The gene discussed is NPPB; the disease is diabetes mellitus.