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Updated: Jul 24, 2025

Assessment of Vascular Function in Patients With Chronic Kidney Disease
Published on: June 16, 2014
Association between remnant cholesterol and chronic kidney disease in Chinese hypertensive patients
Ting Yuan1,2,3, Congcong Ding1,2,3, Yanyou Xie1,2,3
1Department of Cardiology, The Second Affiliated Hospital of Nanchang University, Nanchang, Jiangxi, China.
Insights
Higher remnant cholesterol (RC) levels are linked to an increased risk of chronic kidney disease (CKD) in Chinese hypertensive adults. This association is stronger in individuals with a higher body mass index (BMI) or those who do not smoke.
Area of Science:
- Cardiovascular Medicine
- Nephrology
- Endocrinology
Background:
- Remnant cholesterol (RC) and chronic kidney disease (CKD) association is not well-defined across diverse populations.
- Hypertension is a major risk factor for cardiovascular and kidney diseases.
Purpose of the Study:
- To investigate the relationship between serum RC levels and CKD in Chinese hypertensive patients.
- To identify potential effect modifiers in this association.
Main Methods:
- Observational registry study (Chinese H-type Hypertension Project).
- CKD defined as estimated glomerular filtration rate < 60 ml/min·1.73 m².
- Multivariate logistic regression and smooth curve fitting analyzed RC-CKD association; subgroup analyses explored effect modification.
Main Results:
- A significant linear positive association was found between RC and CKD (OR per SD increment: 1.15; 95% CI: 1.08-1.23).
- Highest RC quartile showed a 53% increased CKD risk compared to the lowest (OR: 1.53; 95% CI: 1.26-1.86).
- Stronger RC-CKD association observed in participants with BMI ≥ 24 kg/m² (P-interaction=0.034) and current non-smokers (P-interaction=0.024).
Conclusions:
- Serum RC level is positively associated with CKD in Chinese adults with hypertension.
- The association is particularly pronounced in individuals with higher BMI and non-smokers.
- Findings may inform lipid management strategies for hypertensive patients to mitigate CKD risk.
Background:
Remnant cholesterol (RC) and chronic kidney disease (CKD) have not been definitively linked in individuals with different characteristics. This study aims to investigate the relationship between serum RC level and CKD and examine possible effect modifiers in Chinese patients with hypertension.
Methods:
Our study is based on the Chinese H-type Hypertension Project, which is an observational registry study conducted in real-world settings. The outcome was CKD, defined as an estimated glomerular filtration rate of less than 60 ml/min·1.73 m2. Multivariate logistic regression and smooth curve fitting were used to analyze the association between RC and CKD. Subgroup analyses were subsequently conducted to examine the effects of other variables.
Results:
The mean age of the 13,024 patients with hypertension at baseline was 63.8 ± 9.4 years, and 46.8% were male. A conspicuous linear positive association was observed between RC level and CKD (per SD increment; odds ratio [OR], 1.15; 95% confidence interval [CI], 1.08-1.23). Compared with the lowest quartile group of RC, the risk of CKD was 53% higher (OR, 1.53; 95% CI, 1.26-1.86) in the highest quartile group. Furthermore, a stronger positive association between RC level and CKD was found among participants with a higher body mass index (BMI <24 vs. ≥24 kg/m2; P-interaction = 0.034) or current non-smokers (smoker vs. non-smoker; P-interaction = 0.024).
Conclusions:
Among Chinese adults with hypertension, RC level was positively associated with CKD, particularly in those with a BMI of ≥24 kg/m2 and current non-smokers. These findings may help improve lipid management regimens in patients with hypertension.
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