In the sensitivity analysis when NT-proBNP was additionally added into the model, the association between GDF-15 and CKD hardly changed (HR: 1.35, 95% CI, 1.13 ~ 1.62; p < 0.01, per 1 SD increment of GDF-15). The gene discussed is NPPB; the disease is chronic kidney disease.