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多不饱和脂肪酸与肾功能之间的因果关系:一项双向孟德尔随机化研究。

Causal associations between polyunsaturated fatty acids and kidney function: A bidirectional Mendelian randomization study.

机构信息

School of Public Health, Sun Yat-sen University, Guangzhou, China.

Eastern-fusion Master Studio of Hezhou, China.

出版信息

Am J Clin Nutr. 2023 Jan;117(1):199-206. doi: 10.1016/j.ajcnut.2022.11.010. Epub 2022 Dec 19.

Abstract

BACKGROUND

PUFAs were suggested to be beneficial for kidney function in observational studies. However, whether these associations are causal remains unclear.

OBJECTIVES

This study explores the causality between PUFAs and chronic kidney disease (CKD) or estimated glomerular filtration rate (eGFR) using bidirectional 2-sample Mendelian randomization (MR).

METHODS

Single nucleotide polymorphisms associated with PUFAs and kidney function were obtained from the largest and most recent genome-wide association studies with sample sizes of 13,544, 13,506, 13,499, 13,527, and 13,549 for omega-3 fatty acids, omega-6 fatty acids, DHA, LA, and other PUFAs than 18:2 (otPUFA), and 480,698 and 1,201,909 for CKD and eGFR, respectively. MR inverse-variance weighted (IVW) and pleiotropy residual sum and outlier test (MR-PRESSO) were used for data analysis, supplemented with a weighted median estimator, MR-Egger regression, and multivariable MR, giving β or OR and their 95% CIs.

RESULTS

There was suggestive evidence that higher omega-6 fatty acids were associated with increased eGFR using MR-PRESSO [β: 0.005 log(mL/min/1.73 m) per SD increase in omega-6 fatty acids; 95% CI: 0.002, 0.008; P = 0.008]. Higher LA level was also associated with higher eGFR [β: 0.005 log(mL/min/1.73 m) per SD increase in LA; 95% CI: 0.003, 0.007; P = 0.0007] using MR-PRESSO. Neither association of the other PUFAs, i.e., omega-3 fatty acids, DHA, and otPUFA, with CKD or eGFR nor the association of CKD and eGFR with PUFAs was found. Similar results were found in sensitivity analyses.

CONCLUSIONS

Our results suggest that higher omega-6 fatty acids and LA may increase eGFR levels. Although the estimated effects were relatively small, the results provide public health and research relevance, indicating the need for further longitudinal cohorts or randomized controlled trials on omega-6 fatty acids in improving kidney function.

摘要

背景

观察性研究表明,多不饱和脂肪酸(PUFAs)对肾功能有益。然而,这些关联是否具有因果关系尚不清楚。

目的

本研究采用双向 2 样本 Mendelian 随机化(MR)方法,探讨 PUFAs 与慢性肾脏病(CKD)或估算肾小球滤过率(eGFR)之间的因果关系。

方法

从最大和最新的全基因组关联研究中获得与 PUFAs 和肾功能相关的单核苷酸多态性,样本量分别为 13544、13506、13499、13527 和 13549 例,用于 omega-3 脂肪酸、omega-6 脂肪酸、二十二碳六烯酸(DHA)、亚油酸(LA)和其他多不饱和脂肪酸(otPUFA),以及 480698 和 1201909 例用于 CKD 和 eGFR。采用 MR 逆方差加权(IVW)和剩余总和和异常值检验(MR-PRESSO)进行数据分析,并补充加权中位数估计值、MR-Egger 回归和多变量 MR,得出β或 OR 及其 95%置信区间。

结果

使用 MR-PRESSO 方法,有提示性证据表明较高的 omega-6 脂肪酸与 eGFR 升高有关[β:每增加一个标准差,eGFR 增加 0.005 log(mL/min/1.73 m);95%置信区间:0.002,0.008;P=0.008]。使用 MR-PRESSO 方法,LA 水平较高也与 eGFR 升高有关[β:每增加一个标准差,eGFR 增加 0.005 log(mL/min/1.73 m);95%置信区间:0.003,0.007;P=0.0007]。其他 PUFAs(即 omega-3 脂肪酸、DHA 和 otPUFA)与 CKD 或 eGFR 之间的关联,以及 CKD 和 eGFR 与 PUFAs 之间的关联均未发现。敏感性分析也得到了类似的结果。

结论

我们的结果表明,较高的 omega-6 脂肪酸和 LA 可能会增加 eGFR 水平。尽管估计的效应相对较小,但结果具有公共卫生和研究相关性,表明需要进一步的纵向队列或随机对照试验来研究 omega-6 脂肪酸对改善肾功能的作用。

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