Previous studies demonstrated that a higher circulating level of GDF15 was an independent predictor of CKD mortality after multivariate adjustment, and correlated with the severity of atherosclerosis, hypoalbuminemia, inflammation, HD vintage, and protein-energy wasting [22,23]. The gene discussed is GDF15; the disease is Hypoalbuminemia.