Studies based on traditional lipid panels have found low kidney function associates with higher absolute concentrations of triglycerides and, depending on the CKD stage, with varying levels of Apo-B, total cholesterol, LDL cholesterol, and non-HDL cholesterol (13,14). Here, APOB is linked to chronic kidney disease.