使用孟德尔随机化调查猪肉摄入量与多发性硬化症之间的因果关系:来自欧洲人群大规模GWAS数据的见解。

IF 1.9 Q3 NUTRITION & DIETETICS
Zhinan Ye, Hongwei Liu, Luya Shi, Xiaoyong Ke
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引用次数: 0

摘要

背景:观察性研究表明饮食因素与多发性硬化症(MS)之间存在关联。然而,这些关系的因果关系尚不清楚。本研究旨在通过孟德尔随机化(MR)分析确定营养因素是否会影响MS风险。方法:从医学研究委员会综合流行病学单位(MRC-IEU)开展的全基因组关联研究(GWAS)中汇总统计15种常见饮食因素。MS的GWAS数据来自国际多发性硬化症遗传学联盟(IMSGC),包括14,498例病例和24,091例对照。采用反方差加权法(IVW)作为主要分析方法来估计因果关系,而Cochran’s Q检验评估异质性。采用MR-Egger (MRE)法和MR-Pleiotropy RESidual Sum and Outlier (MR-PRESSO)法检测多效性并进行敏感性分析。结果:我们执行了单变量和多变量调整的MR分析,包括对过去吸烟、颗粒物空气污染(PM2.5)和中度至剧烈体育活动的调整。单变量孟德尔随机化(UVMR)分析表明,只有两种饮食因素与MS风险有潜在的因果关系:猪肉摄入(比值比[OR] = 6.764, 95%可信区间[CI]: 1.772-25.814, IVW = 0.005)和鱼/肝油膳食补充剂(OR = 0.119, 95%CI: 0.032-0.444, IVW = 0.002)。在多变量孟德尔随机化(MVMR)分析中,即使在调整了潜在的混杂因素后,猪肉摄入量与MS之间仍然存在显著的因果关系。相反,在调整了这些混杂因素后,最初观察到的鱼/肝油膳食补充剂与多发性硬化症之间的因果关系不再具有统计学意义。结论:我们的研究结果表明,摄入猪肉会增加多发性硬化症的风险,本研究分析的其他营养因素与多发性硬化症没有显著的相关性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Investigating causal associations between pork intake and multiple sclerosis using Mendelian randomization: Insights from large-scale GWAS data in European populations.

Background: Observational studies propose associations between dietary factors and multiple sclerosis (MS). However, the causal nature of these relationships remains unclear. This study aims to determine whether nutritional factors causally influence MS risk through Mendelian randomization (MR) analysis.

Methods: Summary statistics for 15 common dietary factors were derived from the Genome-Wide Association Study (GWAS) conducted by the Medical Research Council Integrated Epidemiology Unit (MRC-IEU). The GWAS data of MS were sourced from the International Multiple Sclerosis Genetics Consortium (IMSGC), including 14,498 cases and 24,091 controls. The inverse-variance weighted (IVW) method was utilized as the primary analytical approach to estimate causality, while Cochran's Q test assessed heterogeneity. MR-Egger (MRE) and MR-Pleiotropy RESidual Sum and Outlier (MR-PRESSO) were employed to detect pleiotropy and conduct sensitivity analyses.

Results: We executed univariable- and multivariable-adjusted MR analyses, incorporating adjustments for past tobacco smoking, particulate matter air pollution (PM2.5) and moderate to vigorous physical activity. The univariable Mendelian randomization (UVMR) analysis elucidated potential causal relationships concerning the risk of MS for only two dietary factors: pork intake (odds ratio [OR] = 6.764, 95% confidence interval [CI]: 1.772-25.814, p = 0.005 by IVW) and fish/liver oil dietary supplements (OR = 0.119, 95%CI: 0.032-0.444, p = 0.002 by IVW). In the multivariate Mendelian randomization (MVMR) analysis, the significant causal relationship between pork intake and MS remained robust even after adjusting for potential confounders. Conversely, after adjusting for these confounders, the initially observed causal associations between fish/liver oil dietary supplements and MS ceased to be statistically significant.

Conclusions: Our findings suggest that pork intake could increase the risk of MS. Other nutritional factors analyzed in this study did not exhibit significant correlations with MS.

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来源期刊
Nutrition and health
Nutrition and health Medicine-Medicine (miscellaneous)
CiteScore
3.50
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0.00%
发文量
160
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