The strongest and most significant differences have been found for albumin, 3-NT, IL-18, AOPP, NT-proBNP, and phosphates, which may suggest the importance of kidney failure-associated factors such us inflammation, malnutrition, and nitrosative and oxidative stress. The gene discussed is ALB; the disease is malnutrition.