Multiple clinical and epidemiologic studies link lipoprotein abnormalities to atherosclerotic cardiovascular disease. A key process in the pathogenesis of atherosclerosis is the accumulation of cholesterol-laden macrophages in the artery wall. This process is greatly enhanced by atherogenic lipoproteins such as LDL cholesterol, which delivers cholesterol to macrophages in the artery wall. In contrast, studies have demonstrated a strong inverse relationship between HDL-cholesterol levels and risk for cardiovascular disease. HDL cholesterol retrieves cholesterol from macrophages in atherosclerotic lesions for elimination in the liver, a process known as reverse cholesterol transport which can be measured in vitro by cholesterol-efflux capacity (1). Triglycerides are a major component of VLDL and other remnant lipoproteins such as chylomicrons, intermediate-density lipoproteins collectively termed triglyceride-rich lipoprotein cholesterol, which can also be atherogenic and often associate with low HDL cholesterol. Thus, measuring "non-HDL cholesterol" (total cholesterol minus HDL cholesterol) or apo-B concentration (the major apo of LDL and triglyceride-rich lipoprotein cholesterol) might provide a better index of atherogenic lipids and cardiovascular risk.Cardiovascular disease due to atherosclerosis is the leading cause of death in patients with CKD. CKD dyslipidemia is highly atherogenic and characterized by increased small dense LDL cholesterol (an atherogenic form of LDL highly predisposed to oxidative damage), decreased HDL cholesterol, and increased triglyceridesspecifically triglyceride-rich lipoprotein cholesterol. However, other factors that accompany CKD-such as diabetes, insulin resistance, metabolic syndrome, obesity, and marked proteinuria-may potentiate dyslipidemia and elevated triglyceride-rich lipoprotein cholesterol, making a causal independent effect of CKD on lipid abnormalities difficult to ascertain. Under normal physiologic conditions, lipoprotein lipase hydrolyzes the triglyceride content of triglyceride-rich lipoprotein cholesterol. In CKD, increased production of VLDL, diminished lipoprotein-lipase activity coupled with downregulation of glycosylphosphatidylinositol HDL binding protein 1, recruitment of monocytes, and induction of proinflammatory cytokines result in diminished clearance of atherogenic triglyceride-rich lipoprotein cholesterol, promoting atherosclerosis (2).Triglycerides are the most diverse class of lipids, consisting of short to very long acyl chains with varying degrees of unsaturation that profoundly alter by CKD stage (3). Whether hypertriglyceridemia is a cause of atherosclerotic cardiovascular events has been a matter of long-standing debate, in part due to the unique methodologic considerations pertaining to the quantification of triglycerides. Some of these technicalities include high variability of measurements especially at higher levels of triglycerides, lack of distinction of structural diversity of triglycerides with traditional enzymatic methods, skewed distr...