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饮食摄入与癫痫之间的潜在因果联系:一项双向多变量孟德尔随机化研究

Potential causal link between dietary intake and epilepsy: a bidirectional and multivariable Mendelian randomization study.

作者信息

Lai Shenglong, Xing Yazhou, Li Haiyang, Wu Du, Wang Lin, Liang Qinghua

机构信息

Department of Neurosurgery, Henan Provincial People's Hospital, People's Hospital of Zhengzhou University, People's Hospital of Henan University, Zhengzhou, Henan, China.

出版信息

Front Nutr. 2024 Aug 30;11:1451743. doi: 10.3389/fnut.2024.1451743. eCollection 2024.

Abstract

BACKGROUND

Epilepsy is a common neurological disease, and dietary intake has been suggested as a potential modifiable risk factor. However, the causality of associations between dietary intake and epilepsy remains uncertain. This study aimed to investigate the potential causal relationships between various dietary intakes and epilepsy using Mendelian randomization (MR) analysis.

METHODS

A two-sample MR approach was employed, utilizing genetic variants associated with dietary factors as instrumental variables (IVs). Genome-Wide Association Study (GWAS) summary data on dietary intakes were obtained from the UK Biobank, while data on epilepsy were sourced from the European Bioinformatics Institute. The number of genetic variants used as IVs varied for each dietary factor. Inverse-variance weighted (IVW), weighted median, MR-Egger, and Bayesian weighted MR (BWMR) methods were used to assess causality. Multivariable MR (MVMR) was performed, adjusting for potential confounders. Sensitivity analyses were conducted to evaluate the robustness of the findings.

RESULTS

The study identified a significant inverse association between non-oily fish intake and epilepsy risk (OR = 0.281, 95% CI: 0.099-0.801,  = 0.018) using the IVW method. This finding was corroborated by the BWMR analysis (OR = 0.277, 95% CI: 0.094-0.814,  = 0.020). The MVMR analysis further confirmed the protective effect of non-oily fish intake on epilepsy risk after adjusting for potential confounders. In the reverse MR analysis, epilepsy was associated with reduced water intake (OR = 0.989, 95% CI: 0.980-0.997,  = 0.011).

CONCLUSION

The present MR study provides evidence of a causal, protective relationship between non-oily fish intake and reduced epilepsy risk. Additionally, the findings suggest that epilepsy may influence water intake patterns. These results contribute to our understanding of the role of dietary factors in epilepsy and may inform dietary recommendations for the management and prevention of this condition.

摘要

背景

癫痫是一种常见的神经系统疾病,饮食摄入被认为是一个潜在的可改变风险因素。然而,饮食摄入与癫痫之间关联的因果关系仍不确定。本研究旨在使用孟德尔随机化(MR)分析来探究各种饮食摄入与癫痫之间的潜在因果关系。

方法

采用两样本MR方法,利用与饮食因素相关的基因变异作为工具变量(IVs)。饮食摄入的全基因组关联研究(GWAS)汇总数据来自英国生物银行,而癫痫数据则来自欧洲生物信息学研究所。用作IVs的基因变异数量因每个饮食因素而异。采用逆方差加权(IVW)、加权中位数、MR-Egger和贝叶斯加权MR(BWMR)方法评估因果关系。进行多变量MR(MVMR)分析,对潜在混杂因素进行调整。进行敏感性分析以评估研究结果的稳健性。

结果

使用IVW方法,该研究发现非油性鱼类摄入与癫痫风险之间存在显著的负相关(OR = 0.281,95%CI:0.099 - 0.801,P = 0.018)。BWMR分析证实了这一发现(OR = 0.277,95%CI:0.094 - 0.814,P = 0.020)。MVMR分析在调整潜在混杂因素后进一步证实了非油性鱼类摄入对癫痫风险的保护作用。在反向MR分析中,癫痫与水摄入量减少有关(OR = 0.989,95%CI:0.980 - 0.997,P = 0.011)。

结论

本MR研究提供了证据,表明非油性鱼类摄入与降低癫痫风险之间存在因果保护关系。此外,研究结果表明癫痫可能会影响水的摄入模式。这些结果有助于我们理解饮食因素在癫痫中的作用,并可能为该疾病的管理和预防提供饮食建议。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/764e/11392887/aeb325d2f565/fnut-11-1451743-g001.jpg

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