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颅内动脉瘤免疫炎症靶点的鉴定:一项整合基于汇总数据的孟德尔随机化、单细胞类型表达分析和DNA甲基化调控的多组学和表观基因组范围研究

Identification of immune-inflammation targets for intracranial aneurysms: a multiomics and epigenome-wide study integrating summary-data-based Mendelian randomization, single-cell-type expression analysis, and DNA methylation regulation.

作者信息

Lin Peng-Wei, Lin Zhen-Rong, Wang Wei-Wei, Guo Ai-Shun, Chen Yu-Xiang

机构信息

The School of Clinical Medicine, Fujian Medical University, Zhangzhou Affiliated Hospital of Fujian Medical University, Fuzhou.

Department of Neurosurgery, Zhangzhou Municipal Hospital of Fujian Province and Zhangzhou Affiliated Hospital of Fujian Medical University, Zhangzhou, Fujian Province, People's Republic of China.

出版信息

Int J Surg. 2025 Jan 1;111(1):346-359. doi: 10.1097/JS9.0000000000001990.

DOI:10.1097/JS9.0000000000001990
PMID:39051921
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11745758/
Abstract

BACKGROUND

Dysfunction of the immune system and inflammation plays a vital role in developing intracranial aneurysms (IAs). However, the progress of genetic pathophysiology is complicated and not entirely elaborated. This study aimed to explore the genetic associations of immune-related and inflammation-related genes (IIRGs) with IAs and their subtypes using Mendelian randomization, colocalization test, and integrated multiomics functional analysis.

METHODS

The authors conducted a summary-data-based Mendelian randomization (SMR) analysis using data from several genome-wide association studies of gene expression (31 684 European individuals) and protein quantitative trait loci (35 559 Icelanders), as well as information on IAs and their subtypes from The International Stroke Genetics Consortium (IGSC) for discovery phase and the FinnGen study for replication. This analysis aimed to determine the causal relationship between IIRGs and the risk of IAs and their subtypes. Further functional analyses, including DNA methylation regulation (1980, European individuals), single-cell-type expression analysis, and protein-protein interaction, were conducted to detect the specific cell type with enriched expression and discover potential drug targets.

RESULTS

After integrating multiomics evidence from expression quantitative trait loci (eQTL) and protein quantitative trait loci (pQTL), the authors found that tier 1: RELT [odds ratio (OR): 0.14, 95% CI: 0.04-0.50], TNFSF12 (OR: 1.24, 95% CI: 1.24-1.43), tier 3: ICAM5 (OR: 0.89, 95% CI: 0.82-0.96), and ERAP2 (OR: 1.07, 95% CI: 1.02-1.12) were associated with the risk of IAs; tier 3: RELT (OR: 0.11, 95% CI: 0.02-0.54), ERAP2 (OR: 1.08, 95% CI: 1.02-1.13), and TNFSF12 (OR: 1.24, 95% CI: 1.05-1.47) were associated with the risk of aneurysmal subarachnoid hemorrhage (aSAH); and tier 1: RELT (OR: 0.04, 95% CI: 0.01-0.30) was associated with the risk of unruptured intracranial aneurysms (uIAs). Further functional analyses showed that RELT was regulated by cg06382664 and cg18850434 and ICAM5 was regulated by cg04295144 in IAs; RELT was regulated by cg06382664, cg08770935, cg16533363, and cg18850434 in aSAH; and RELT was regulated by cg06382664 and cg21810604 in uIAs. In addition, the authors found that H6PD (OR: 1.13, 95% CI: 1.01-1.28), NT5M (OR: 1.91, 95% CI: 1.21-3.01), and NPTXR (OR: 1.13, 95% CI: 1.01-1.26) were associated with IAs; NT5M (OR: 2.13, 95% CI: 1.23-3.66) was associated aSAH; and AP4M1 (OR: 0.06, 95% CI: 0.01-0.42) and STX7 (OR: 3.97, 95% CI: 1.41-11.18) were related to uIAs. STX7 and TNFSF12 were mainly enriched in microglial cells, whereas H6PD, STX7 , and TNFSF12 were mainly enriched in astrocytes.

CONCLUSIONS

After integrating multiomics evidence, the authors eventually identified IIRGs: RELT, TNFSF12, ICAM5 , and ERAP2 were the novel therapy targets for IAs. These new results confirmed a vital role of immune and inflammation in the etiology of IAs, contributing to enhance our understanding of the immune and inflammatory mechanisms in the pathogenesis of IAs and revealing the complex genetic causality of IAs.

摘要

背景

免疫系统功能障碍和炎症在颅内动脉瘤(IA)的发生发展中起着至关重要的作用。然而,遗传病理生理学的进展复杂,尚未完全阐明。本研究旨在利用孟德尔随机化、共定位检验和综合多组学功能分析,探讨免疫相关和炎症相关基因(IIRG)与IA及其亚型的遗传关联。

方法

作者使用来自多个基因表达全基因组关联研究(31684名欧洲个体)和蛋白质定量性状位点(35559名冰岛人)的数据,以及来自国际卒中遗传学联盟(IGSC)的IA及其亚型信息用于发现阶段,和芬兰基因组研究用于复制,进行了基于汇总数据的孟德尔随机化(SMR)分析。该分析旨在确定IIRG与IA及其亚型风险之间的因果关系。还进行了进一步的功能分析,包括DNA甲基化调控(1980名欧洲个体)、单细胞类型表达分析和蛋白质-蛋白质相互作用,以检测表达富集的特定细胞类型并发现潜在的药物靶点。

结果

整合来自表达定量性状位点(eQTL)和蛋白质定量性状位点(pQTL)的多组学证据后,作者发现:一级:RELT[比值比(OR):0.14,95%置信区间(CI):0.04 - 0.50]、TNFSF12(OR:1.24,95%CI:1.24 - 1.43);三级:ICAM5(OR:0.89,95%CI:0.82 - 0.96)和ERAP2(OR:1.07,95%CI:1.02 - 1.12)与IA风险相关;三级:RELT(OR:0.11,95%CI:0.02 - 0.54)、ERAP2(OR:1.08,95%CI:1.02 - 1.13)和TNFSF12(OR:1.24,95%CI:1.05 - 1.47)与动脉瘤性蛛网膜下腔出血(aSAH)风险相关;一级:RELT(OR:0.04,95%CI:0.01 - 0.30)与未破裂颅内动脉瘤(uIA)风险相关。进一步的功能分析表明,在IA中,RELT受cg06382664和cg18850434调控,ICAM5受cg04295144调控;在aSAH中,RELT受cg06382664、cg08770935、cg16533363和cg18850434调控;在uIA中,RELT受cg06382664和cg21810694调控。此外,作者发现H6PD(OR:1.13,95%CI:1.01 - 1.28)、NT5M(OR:1.91,95%CI:1.21 - 3.01)和NPTXR(OR:1.13,95%CI:1.01 - 1.26)与IA相关;NT5M(OR:2.13,95%CI:1.23 - 3.66)与aSAH相关;AP4M1(OR:0.06,95%CI:0.01 - 0.42)和STX7(OR:3.97,95%CI:1.41 - 11.18)与uIA相关。STX7和TNFSF12主要在小胶质细胞中富集,而H6PD、STX7和TNFSF12主要在星形胶质细胞中富集。

结论

整合多组学证据后,作者最终确定IIRG:RELT、TNFSF12、ICAM5和ERAP2是IA的新型治疗靶点。这些新结果证实了免疫和炎症在IA病因中的重要作用,有助于增强我们对IA发病机制中免疫和炎症机制的理解,并揭示IA复杂的遗传因果关系。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f5e5/11745758/a5a3a1a6cc32/js9-111-0346-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f5e5/11745758/eeec0c813980/js9-111-0346-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f5e5/11745758/0c0414b2f364/js9-111-0346-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f5e5/11745758/c9e218ca6995/js9-111-0346-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f5e5/11745758/a304e297833c/js9-111-0346-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f5e5/11745758/a5a3a1a6cc32/js9-111-0346-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f5e5/11745758/eeec0c813980/js9-111-0346-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f5e5/11745758/0c0414b2f364/js9-111-0346-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f5e5/11745758/c9e218ca6995/js9-111-0346-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f5e5/11745758/a304e297833c/js9-111-0346-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f5e5/11745758/a5a3a1a6cc32/js9-111-0346-g005.jpg

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