Age, diabetic nephropathy, glomerulonephritis, hypertensive nephropathy, and the Alb, Cr, Na, and Cl levels were significantly associated with all-cause and CVD mortality in the high-tIS group. The gene discussed is ALB; the disease is diabetic kidney disease.