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基于回归断点设计的前瞻性队列研究中血脂谱对慢性肾脏病的影响

The Effect of Blood Lipid Profiles on Chronic Kidney Disease in a Prospective Cohort: Based on a Regression Discontinuity Design.

作者信息

Lyu Kang, Liu Shaodong, Liu Yanli, You Jinlong, Wang Xue, Jiang Min, Yin Chun, Zhang Desheng, Bai Yana, Wang Minzhen, Zheng Shan

机构信息

Institute of Epidemiology and Statistics, School of Public Health, Lanzhou University, Lanzhou 730000, Gansu, China.

Wuwei People's Hospital, Wuwei 733099, Gansu, China.

出版信息

Biomed Environ Sci. 2024 Oct 20;37(10):1158-1172. doi: 10.3967/bes2024.113.

Abstract

OBJECTIVE

Previous studies on the association between lipid profiles and chronic kidney disease (CKD) have yielded inconsistent results and no defined thresholds for blood lipids.

METHODS

A prospective cohort study including 32,351 subjects who completed baseline and follow-up surveys over 5 years was conducted. Restricted cubic splines and Cox models were used to examine the association between the lipid profiles and CKD. A regression discontinuity design was used to determine the cutoff value of lipid profiles that was significantly associated with increased the risk of CKD.

RESULTS

Over a median follow-up time of 2.2 (0.5, 4.2) years, 648 (2.00%) subjects developed CKD. The lipid profiles that were significantly and linearly related to CKD included total cholesterol (TC), triglycerides (TG), high-density lipoprotein cholesterol (HDL-C), TC/HDL-C, and TG/HDL-C, whereas low-density lipoprotein cholesterol (LDL-C) and LDL-C/HDL-C were nonlinearly correlated with CKD. TC, TG, TC/HDL-C, and TG/HDL-C showed an upward jump at the cutoff value, increasing the risk of CKD by 0.90%, 1.50%, 2.30%, and 1.60%, respectively, whereas HDL-C showed a downward jump at the cutoff value, reducing this risk by 1.0%. Female and participants with dyslipidemia had a higher risk of CKD, while the cutoff values for the different characteristics of the population were different.

CONCLUSION

There was a significant association between lipid profiles and CKD in a prospective cohort from Northwest China, while TG, TC/HDL-C, and TG/HDL-C showed a stronger risk association. The specific cutoff values of lipid profiles may provide a clinical reference for screening or diagnosing CKD risk.

摘要

目的

既往关于血脂谱与慢性肾脏病(CKD)关联的研究结果不一致,且未明确血脂的阈值。

方法

进行了一项前瞻性队列研究,纳入32351名在5年期间完成基线和随访调查的受试者。采用受限立方样条和Cox模型来研究血脂谱与CKD之间的关联。采用回归间断设计来确定与CKD风险增加显著相关的血脂谱临界值。

结果

在中位随访时间2.2(0.5,4.2)年期间,648名(2.00%)受试者发生了CKD。与CKD显著且呈线性相关的血脂谱包括总胆固醇(TC)、甘油三酯(TG)、高密度脂蛋白胆固醇(HDL-C)、TC/HDL-C和TG/HDL-C,而低密度脂蛋白胆固醇(LDL-C)和LDL-C/HDL-C与CKD呈非线性相关。TC、TG、TC/HDL-C和TG/HDL-C在临界值处呈现上升跳跃,分别使CKD风险增加0.90%、1.50%、2.30%和1.60%,而HDL-C在临界值处呈现下降跳跃,使该风险降低1.0%。女性和血脂异常参与者发生CKD的风险更高,而不同人群特征的临界值不同。

结论

在中国西北地区的一个前瞻性队列中,血脂谱与CKD之间存在显著关联,而TG、TC/HDL-C和TG/HDL-C显示出更强的风险关联。血脂谱的具体临界值可为筛查或诊断CKD风险提供临床参考。

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