COVID-19 与脑小血管疾病成像标记物之间可能存在的因果关系:孟德尔随机研究。

IF 1.7 4区 医学 Q3 CLINICAL NEUROLOGY
Neurological Research Pub Date : 2024-08-01 Epub Date: 2024-05-02 DOI:10.1080/01616412.2024.2349440
Jiahao Song, Da Zhou, Lina Jia, Mengqi Wang, Duo Lan, Jingrun Li, Fatime Zara Hassan Hamit, Yuchuan Ding, Xunming Ji, Ran Meng
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引用次数: 0

摘要

研究目的观察性研究表明,SARS-CoV-2感染可能会增加脑小血管疾病(CSVD)的负担。本研究旨在利用孟德尔随机化(MR)方法探讨 COVID-19 与 CSVD 影像标记物之间的因果相关性:方法:利用 COVID-19 易感性、住院情况和严重程度的全基因组关联研究(GWAS)摘要级统计数据作为暴露的代理变量。采用白质高密度、腔隙性中风和脑微小出血三个神经影像标记的大规模荟萃分析 GWAS 数据作为结果。我们的主要磁共振分析采用了反方差加权(IVW)方法,并辅以磁共振-Egger、加权中位数和磁共振-PRESSO方法。我们还进行了多变量 MR 分析,以解决混杂偏倚问题并验证已确定因果关系估计值的稳健性。综合敏感性分析包括 Cochran's Q 检验、Egger-截距分析、MR-PRESSO 和 leave-one-out 分析:MR分析显示,COVID-19的严重程度与腔隙性中风风险增加之间存在明显的因果相关性,IVW方法也证明了这一点(ORivw = 1.08,95% CI:1.03-1.16,pivw = 0.005,FDR = 0.047)。然而,在 COVID-19 易感性或住院治疗与任何 CSVD 成像标记物之间均未观察到因果关系。多变量磁共振分析和综合敏感性分析进一步证实了这些结果的稳健性和稳定性:本研究提供了令人信服的证据,证明严重 COVID-19 对腔隙性脑卒中的发病率具有潜在的因果效应,这可能为理解 COVID-19 与 CSVD 之间的合并症带来新的见解。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The possible causal relationship between COVID-19 and imaging markers of cerebral small vessel disease: a Mendelian randomization study.

Objectives: Observational studies have suggested that SARS-CoV-2 infection may increase the burden of cerebral small vessel disease (CSVD). This study aims to explore the causal correlation between COVID-19 and the imaging markers of CSVD using Mendelian randomization (MR) methods.

Methods: Summary-level genome-wide association study (GWAS) statistics for COVID-19 susceptibility, hospitalization, and severity were utilized as proxies for exposure. Large-scale meta-analysis GWAS data on three neuroimaging markers of white matter hyperintensity, lacunar stroke, and brain microbleeds, were employed as outcomes. Our primary MR analysis employed the inverse variance weighted (IVW) approach, supplemented by MR-Egger, weighted median, and MR-PRESSO methods. We also conducted multivariable MR analysis to address confounding bias and validate the robustness of the established causal estimates. Comprehensive sensitivity analyses included Cochran's Q test, Egger-intercept analysis, MR-PRESSO, and leave-one-out analysis.

Results: The MR analysis revealed a significant causal correlation between the severity of COVID-19 and an increased risk of lacunar stroke, as demonstrated by the IVW method (ORivw = 1.08, 95% CI: 1.03-1.16, pivw = 0.005, FDR = 0.047). Nevertheless, no causal correlations were observed between COVID-19 susceptibility or hospitalization and any CSVD imaging markers. The robustness and stability of these findings were further confirmed by multivariable MR analysis and comprehensive sensitivity analyses.

Discussion: This study provides compelling evidence of a potential causal effect of severe COVID-19 on the incidence of lacunar stroke, which may bring fresh insights into the understanding of the comorbidity between COVID-19 and CSVD.

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来源期刊
Neurological Research
Neurological Research 医学-临床神经学
CiteScore
3.60
自引率
0.00%
发文量
116
审稿时长
5.3 months
期刊介绍: Neurological Research is an international, peer-reviewed journal for reporting both basic and clinical research in the fields of neurosurgery, neurology, neuroengineering and neurosciences. It provides a medium for those who recognize the wider implications of their work and who wish to be informed of the relevant experience of others in related and more distant fields. The scope of the journal includes: •Stem cell applications •Molecular neuroscience •Neuropharmacology •Neuroradiology •Neurochemistry •Biomathematical models •Endovascular neurosurgery •Innovation in neurosurgery.
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