Adjusted overall survival curves according to quartile of (A) total cholesterol (Upcr<1 g/g), (B) total cholesterol (Upcr≥1 g/g), (C) non-HDL cholesterol (Upcr<1 g/g), (D) non-HDL cholesterol (Upcr≥1 g/g), (E) total cholesterol/HDL ratio (Upcr<1 g/g), and (F) total cholesterol/HDL ratio (Upcr≥1 g/g). The hazard ratio for mortality increased as total cholesterol, non-HDL cholesterol, and total cholesterol/HDL ratio increased in patients with Upcr<1 g/g, whereas the hazard ratio decreased in patients with Upcr≥1 g/g. Upcr, urine protein-to-creatinine ratio.