Exploring the Causal Relationships and Underlying Mechanisms of Genetically Linked Immune Cells with Hemorrhagic Stroke.

IF 1.7
Qi Li, Yingjie Shen, Zhao Yu, Yaolou Wang, Yongze Shen, Chunmei Guo, Shang Gao, Hongge Yang, Aili Gao, Hongsheng Liang
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引用次数: 0

Abstract

Introduction: Hemorrhagic stroke is a severe disease that endangers human life and well-being, with unclear pathogenesis. Recent studies have found an association between the immune system and hemorrhagic stroke, but the causal relationship between them remains unclear. We aim to elucidate the causal relationships between immune cell traits and hemorrhagic stroke using Mendelian randomization (MR).

Methods: We collected genome-wide association studies (GWAS) summary statistics for 731 immune cell traits as exposures, and GWAS data for hemorrhagic stroke outcomes, including intracerebral hemorrhage (ICH), subarachnoid hemorrhage (SAH), and cerebral aneurysm (non-ruptured) (CA), from the FinnGen Consortium's R10 dataset. Five methods were employed to evaluate the causal relationships, with the primary method being the inverse-variance weighted (IVW) method. Sensitivity analyses were carried out to enhance the robustness. Subsequently, we performed multivariate MR analyses, including confounding variables. Additionally, reverse MR analyses were carried out. Ultimately, we conducted pathway and functional enrichment analyses.

Results: After univariate and multivariate MR analyses, we identified that the higher counts of herpesvirus entry mediator (HVEM) on effector memory (EM) CD4+ cells (OR=0.954, 95%- CI:0.925-0.984, P=0.003, PFDR=0.120) were a protective factor for SAH, and the counts of forward scatter area (FSC-A) on plasmacytoid dendritic cells (DC) (OR=1.059, 95%CI:1.023-1.095, P=0.001, PFDR=0.066) were associated with an increased risk of CA. The reverse MR indicated that CA could significantly increase the effector memory (EM) DN (CD4-CD8-) AC counts. No significant pleiotropy or heterogeneity was calculated in the MR analyses. SNP annotation and enrichment analyses suggested possible mechanisms by which immune cells affect hemorrhagic stroke.

Discussion: The involvement of immune cells in the neuroinflammatory responses has been demonstrated in previous studies. Among the immune cell traits with a significant causal relationship to hemorrhagic stroke, higher levels of HVEM on EM CD4+ cells may inhibit further inflammatory progress by binding to corresponding receptors, thereby exerting a protective effect against SAH. Alterations in FSC-A values (a flow cytometry measure of cell size) of plasmacytoid dendritic cells may contribute to atherosclerosis through cascading reactions that ultimately lead to CA. In addition, based on existing studies, other immune cell traits and related pathways identified in this study may contribute to the prevention and treatment of hemorrhagic stroke, providing a reference for future research. Finally, this study has some limitations, including population specificity, the use of a relatively lenient significance threshold (P < 1 × 10-5), and potential bias from weak instrumental variables and pleiotropy.

Conclusion: This study demonstrated the causal relationships between immune cell traits and hemorrhagic stroke, laying the foundation for understanding the underlying mechanisms.

探索出血性中风与遗传相关免疫细胞的因果关系和潜在机制。
出血性中风是一种严重危害人类生命健康的疾病,其发病机制尚不明确。最近的研究发现了免疫系统和出血性中风之间的联系,但它们之间的因果关系尚不清楚。我们的目的是利用孟德尔随机化(MR)来阐明免疫细胞特征与出血性中风之间的因果关系。方法:我们从FinnGen Consortium的R10数据集中收集了731种免疫细胞特征的全基因组关联研究(GWAS)汇总统计数据,以及出血性卒中结局的GWAS数据,包括脑出血(ICH)、蛛网膜下腔出血(SAH)和脑动脉瘤(未破裂)(CA)。采用5种方法评价因果关系,主要方法为逆方差加权法(IVW)。进行敏感性分析以增强稳健性。随后,我们进行了多变量磁共振分析,包括混杂变量。此外,进行了反向磁共振分析。最后,我们进行了途径和功能富集分析。结果:单因素和多因素MR分析发现,效应记忆(EM) CD4+细胞上较高的疱疹病毒进入介质(HVEM)计数(OR=0.954, 95%- CI:0.925-0.984, P=0.003, PFDR=0.120)是SAH的保护因素,浆细胞样树突状细胞(DC)上的前散射面积(FSC-A)计数(OR=1.059, 95%CI:1.023-1.095, P=0.001)是SAH的保护因素。PFDR=0.066)与CA风险增加相关。反向MR显示CA可以显著增加效应记忆(EM) DN (CD4-CD8-) AC计数。在MR分析中没有计算出显著的多效性或异质性。SNP注释和富集分析提示了免疫细胞影响出血性中风的可能机制。讨论:免疫细胞参与神经炎症反应已在以往的研究中得到证实。在与出血性卒中有显著因果关系的免疫细胞特征中,EM CD4+细胞上较高水平的HVEM可能通过与相应受体结合来抑制进一步的炎症进展,从而对SAH发挥保护作用。浆细胞样树突状细胞FSC-A值(一种测量细胞大小的流式细胞术)的改变可能通过级联反应导致动脉粥样硬化,最终导致CA。此外,根据现有研究,本研究发现的其他免疫细胞特性和相关通路可能有助于出血性卒中的预防和治疗,为今后的研究提供参考。最后,本研究存在一些局限性,包括群体特异性,使用相对宽松的显著性阈值(P < 1 × 10-5),以及弱工具变量和多效性的潜在偏差。结论:本研究揭示了免疫细胞特性与出血性卒中之间的因果关系,为了解出血性卒中的潜在机制奠定了基础。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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