Hsuan chiu 1 , pei-Yu Wu 2,3,4 , Jiun-chi Huang 2,3,4 , Hung-pin tu 5 , Ming-Yen Lin 2 , Szu-chia chen 2,3,4,6* & Jer-Ming chang 2,4 Dyslipidemia is common in patients with chronic kidney disease (cKD), however the relationship between dyslipidemia and mortality in patients with moderate to severe cKD remains controversial. non-high-density lipoprotein (HDL) cholesterol has been reported to be a more accurate predictor of clinical outcomes than conventional lipid measurements. Hence, the aim of this study was to investigate associations between non-HDL cholesterol and the risk of overall and cardiovascular mortality in patients with CKD stage 3-5. We enrolled 429 pre-dialysis patients with stage 3 to 5 CKD from May 2006 to January 2010. The patients were divided into four groups according to quartiles of non-HDL cholesterol. The patients were followed until death or until January 2020. During a median 11.6 years of follow-up, there were 78 (18.2%) deaths overall and 32 (7.5%) cardiovascular deaths. In adjusted models, the patients in quartile 1 (hazard ratio [HR] 3.368; 95% confidence interval [CI] 1.388-8.176; p = 0.007), quartile 3 (HR 3.666; 95% CI 1.486-9.044; p = 0.005), and quartile 4 (HR 2.868; 95% CI 1.136-7.240; p = 0.026) of non-HDL cholesterol had a higher risk of overall mortality (vs. quartile 2). In addition, the patients in quartile 1 (HR 19.503; 95% CI 2.185-174.0925 p = 0.008), quartile 3 (HR 28.702; 95% CI 2.990-275.559; p = 0.004), and quartile 4 (HR 11.136; 95% CI 1.126-110.108; p = 0.039) had a higher risk of cardiovascular mortality (vs. quartile 2). Our study showed a U-shaped relationship between non-HDL cholesterol and the risk of overall and cardiovascular mortality in patients with CKD stage 3-5. Assessing non-HDL cholesterol may help to identify subjects at high-risk of adverse outcomes. Lipid disorders are a major public health issue worldwide, and many studies have reported the high rates of mortality, morbidity, and complications associated with dyslipidemia in the general population 1,2. Dyslipidemia is common in patients with chronic kidney disease (CKD) due to severe dysregulation of key metabolic pathways and enzymes, which can lead to a decrease in high-density lipoprotein (HDL) cholesterol and increase in triglyceride-rich lipoproteins 3. Lipid disorders in patients with CKD have been shown to both increase the risk of cardiovascular disease (CVD) and also to accelerate the progression to end-stage CKD 4-6. High levels of serum low-density lipoprotein (LDL) cholesterol have been clearly identified to be an important risk factor for increased CVD and mortality in the general population, however this cannot completely explain