药物靶向孟德尔随机化分析结合转录组测序探索认知障碍相关的分子机制。

IF 3.4 3区 医学 Q2 NEUROSCIENCES
Xixi Wu, Qingyan Yang, Yudi Xie, Lingfeng Xia, Jiatao Li, Wenting An, Xiao Lu
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引用次数: 0

摘要

目前治疗认知障碍的方法,包括阿尔茨海默病(AD)和轻度认知障碍,由于缺乏普遍治疗和多种药物相关的不良反应而受到限制。研究认知衰退的遗传和分子机制对于靶向治疗的发展至关重要。目的通过综合基因组分析,寻找认知障碍的致病基因和潜在的治疗靶点。方法将认知障碍全基因组关联研究数据与来自eQTLGen联盟的表达数量性状位点(quantitative trait loci, eQTL)数据结合。采用孟德尔随机化(MR)和共定位分析来推断因果关系。基因集富集分析和基因集变异分析评估了途径和功能差异。评估免疫细胞浸润模式和免疫代谢途径,然后进行药物靶标预测。结果smr分析鉴定出7对与认知障碍显著相关的基因- eqtl。SMR共定位优先考虑了三个关键基因:HNMT(组胺代谢)、TNFSF8(炎症信号)和S1PR5(鞘脂信号)。HNMT、TNFSF8和S1PR5分别有39、24和30种预测靶向药物,包括三氧化二砷、阿司匹林和免疫调节剂。结论本研究提示HNMT、TNFSF8和S1PR5是认知障碍的潜在治疗靶点。需要进一步验证以确认其临床相关性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Drug-targeted Mendelian randomization analysis combined with transcriptome sequencing to explore the molecular mechanisms associated with cognitive impairment.

BackgroundCurrent therapies for cognitive impairment, including Alzheimer's disease (AD) and mild cognitive impairment, are limited by a lack of universal treatment and adverse effects associated with polypharmacy. Investigating genetic and molecular mechanisms underlying cognitive decline is critical for the development of targeted therapeutics.ObjectiveTo identify causal genes and potential therapeutic targets for cognitive impairment through integrative genomic analyses.MethodsGenome-wide association study data on cognitive impairment were combined with the expression quantitative trait loci (eQTL) data from the eQTLGen consortium. Mendelian randomization (MR) and colocalization analyses were employed to infer causal relationships. Gene Set Enrichment Analysis and Gene Set Variation Analysis evaluated the pathway and functional differences. Immune cell infiltration patterns and the immunometabolic pathways were assessed, followed by drug target prediction.ResultsMR analysis identified seven gene-eQTL pairs significantly associated with cognitive impairment. SMR colocalization prioritized three key genes: HNMT (histamine metabolism), TNFSF8 (inflammatory signaling), and S1PR5 (sphingolipid signaling). HNMT, TNFSF8, and S1PR5 had 39, 24, and 30 predicted targeted drugs, respectively, including arsenic trioxide, aspirin, and immunomodulators.ConclusionsThis study implicates HNMT, TNFSF8, and S1PR5 as potential therapeutic targets for cognitive impairment. Further validation is required to confirm their clinical relevance.

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来源期刊
Journal of Alzheimer's Disease
Journal of Alzheimer's Disease 医学-神经科学
CiteScore
6.40
自引率
7.50%
发文量
1327
审稿时长
2 months
期刊介绍: The Journal of Alzheimer''s Disease (JAD) is an international multidisciplinary journal to facilitate progress in understanding the etiology, pathogenesis, epidemiology, genetics, behavior, treatment and psychology of Alzheimer''s disease. The journal publishes research reports, reviews, short communications, hypotheses, ethics reviews, book reviews, and letters-to-the-editor. The journal is dedicated to providing an open forum for original research that will expedite our fundamental understanding of Alzheimer''s disease.
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