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癫痫与胶质瘤之间的遗传关联:孟德尔随机化和单细胞转录组分析的见解

Genetic association between epilepsy and gliomas: Insights from Mendelian randomization and single-cell transcriptomic analyses.

作者信息

Ye Liguo, Xing Hao, Wang Yu, Ma Wenbin

机构信息

Department of Neurosurgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.

Department of Neurosurgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.

出版信息

Epilepsy Behav. 2024 Dec;161:110114. doi: 10.1016/j.yebeh.2024.110114. Epub 2024 Nov 1.

Abstract

BACKGROUND

Seizures are prevalent in glioma patients, especially in those with low-grade gliomas. The interaction between gliomas and epilepsy involves complex biological mechanisms that are not fully understood.

METHODS

We collected Genome-Wide Association Study data for epilepsy and gliomas, performed differential expression analysis, and conducted Gene Ontology (GO) enrichment analysis on the identified genes. Single-cell RNA sequencing data (scRNA-seq) from GSE221534 dataset in Gene Expression Omnibus (GEO) were used to analyze cell-cell interactions within glioma samples from patients with and without epilepsy.

RESULTS

Mendelian Randomization (MR) analysis revealed significant associations between genetic variants related to epilepsy and glioma risk, suggesting a potential causal relationship, especially in astrocytomas. Differential expression analysis identified epilepsy-related genes that were significantly upregulated in astrocytoma tissues compared to normal brain tissues. GO enrichment analysis indicated that these genes are involved in critical biological processes such as neurogenesis and cellular signaling. The scRNA-seq analysis showed, compared to non-epileptic samples, glioma stem cells, microglia, and NK cells are increased in the core regions of astrocytomas in epileptic patients. Additionally, intercellular communication between tumor cells and other non-tumor cells is markedly enhanced in astrocytoma samples from epileptic patients.

CONCLUSION

This study provides evidence of a genetic association between epilepsy and gliomas and elucidates the biological mechanisms through which epilepsy may influence glioma progression.

摘要

背景

癫痫在胶质瘤患者中很常见,尤其是在低级别胶质瘤患者中。胶质瘤与癫痫之间的相互作用涉及复杂的生物学机制,目前尚未完全了解。

方法

我们收集了癫痫和胶质瘤的全基因组关联研究数据,进行了差异表达分析,并对鉴定出的基因进行了基因本体(GO)富集分析。使用基因表达综合数据库(GEO)中GSE221534数据集的单细胞RNA测序数据(scRNA-seq)来分析癫痫患者和非癫痫患者胶质瘤样本中的细胞间相互作用。

结果

孟德尔随机化(MR)分析揭示了与癫痫相关的基因变异与胶质瘤风险之间存在显著关联,表明存在潜在的因果关系,尤其是在星形细胞瘤中。差异表达分析确定了与癫痫相关的基因,这些基因在星形细胞瘤组织中相对于正常脑组织显著上调。GO富集分析表明,这些基因参与神经发生和细胞信号传导等关键生物学过程。scRNA-seq分析显示,与非癫痫样本相比,癫痫患者星形细胞瘤核心区域的胶质瘤干细胞、小胶质细胞和自然杀伤细胞增加。此外,癫痫患者星形细胞瘤样本中肿瘤细胞与其他非肿瘤细胞之间的细胞间通讯明显增强。

结论

本研究提供了癫痫与胶质瘤之间遗传关联的证据,并阐明了癫痫可能影响胶质瘤进展的生物学机制。

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