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跨组织组学引导的药物重新利用确定了阿尔茨海默病新的可靶向机制以及用于治疗分层的候选遗传生物标志物。

Cross-tissue omics-guided drug repurposing triangulates novel targetable mechanisms for Alzheimer's disease and candidate genetic biomarkers for treatment stratification.

作者信息

Chakkarai Sathyaseelan, Sadowski Michal, Yang Qiong, Ray Anushree, Wang Ruiqi, Thomas Laurent F, Fuentes Raquel Puerta, Tabar Mohsen Sharifi, Cui Biqi, Jian Xueqiu, Nyquist Paul A, Gill Dipender, Aiello Allison E, Montine Thomas J, Bukhari Syed, Rogalski Emily, Edland Steve E, Haan Mary E, Kawas Claudia H, Corrada Maria M, Salardini Arash, Chen Zsu-Zsu, Himali Jayandra Jung, Satizabal Claudia L, Gerszten Robert E, Åsvold Bjørn Olav, Fornage Myriam, Cruchaga Carlos, Habes Mohamad, Chasman Daniel I, Launer Lenore J, Flanagan Margaret E, Brumpton Ben Michael, Georgakis Marios K, Zaitlen Noah, Ruiz Agustin, Debette Stéphanie, Seshadri Sudha, Sargurupremraj Muralidharan

出版信息

Res Sq. 2025 Aug 5:rs.3.rs-7279662. doi: 10.21203/rs.3.rs-7279662/v1.

DOI:10.21203/rs.3.rs-7279662/v1
PMID:40799764
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC12340895/
Abstract

White matter hyperintensities (WMH) are covert magnetic resonance imaging (MRI) - markers of microvascular dysfunction and are primary vascular contributors to dementia, emphasizing its importance in prevention strategies. Here, we integrate gene expression and protein levels measured across plasma, cerebrospinal fluid (CSF), brain and multiple other tissues from population-based and biobank-scale data to triangulate druggable genes influencing WMH-burden and Alzheimer's disease (AD) and to map their spatial localization specifically in brain-cell types. Lowering the expression levels of and shows putative causal associations with reduced WMH-burden, and AD risk. These targets of clinically approved drugs, enriched in key cell types of the neurovascular unit and exhibiting cell-type specific effects in peripheral CD4 + T cell subsets, are implicated in regulating neuroimmune interactions and amyloid-β homeostasis. Gene-drug interaction analysis identifies higher levels of modifying the antidepressants associated increase in dementia risk contributing to a 73.3% risk reduction relative to the use of drugs. Furthermore, pharmagenic pathway studies identify the coagulation cascade as a targetable pathway associated with AD risk (HR: 2.23, 95% CI:1.85-2.69), providing orthogonal support to emerging therapies targeting coagulation components in treating neurodegenerative disorders.

摘要

白质高信号(WMH)是微血管功能障碍的隐蔽性磁共振成像(MRI)标志物,是痴呆症的主要血管成因,这凸显了其在预防策略中的重要性。在此,我们整合了基于人群和生物样本库规模数据在血浆、脑脊液(CSF)、大脑及多种其他组织中测量的基因表达和蛋白质水平,以确定影响WMH负担和阿尔茨海默病(AD)的可药物化基因,并具体绘制它们在脑细胞类型中的空间定位。降低[具体基因1]和[具体基因2]的表达水平显示出与降低WMH负担及AD风险存在假定的因果关联。这些临床批准药物的靶点,在神经血管单元的关键细胞类型中富集,并在外周CD4 + T细胞亚群中表现出细胞类型特异性效应,与调节神经免疫相互作用和淀粉样β稳态有关。基因 - 药物相互作用分析表明,[基因名称]水平较高会改变抗抑郁药与痴呆症风险增加的关联,相对于使用药物,风险降低了73.3%。此外,药物基因组学通路研究确定凝血级联是与AD风险相关的可靶向通路(风险比:2.23,95%置信区间:1.85 - 2.69),为针对凝血成分治疗神经退行性疾病的新兴疗法提供了正交支持。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4599/12340895/fcb7ea168ad7/nihpp-rs7279662v1-f0005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4599/12340895/f2f6ed48ed02/nihpp-rs7279662v1-f0001.jpg
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https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4599/12340895/685105a41ca4/nihpp-rs7279662v1-f0003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4599/12340895/c2a8f8e9094c/nihpp-rs7279662v1-f0004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4599/12340895/fcb7ea168ad7/nihpp-rs7279662v1-f0005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4599/12340895/f2f6ed48ed02/nihpp-rs7279662v1-f0001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4599/12340895/08339331d00a/nihpp-rs7279662v1-f0002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4599/12340895/685105a41ca4/nihpp-rs7279662v1-f0003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4599/12340895/c2a8f8e9094c/nihpp-rs7279662v1-f0004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4599/12340895/fcb7ea168ad7/nihpp-rs7279662v1-f0005.jpg

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本文引用的文献

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Single-cell transcriptome-wide Mendelian randomization and colocalization analyses uncover cell-specific mechanisms in atherosclerotic cardiovascular disease.单细胞转录组全基因组孟德尔随机化和共定位分析揭示动脉粥样硬化性心血管疾病中的细胞特异性机制。
Am J Hum Genet. 2025 Jul 3;112(7):1597-1609. doi: 10.1016/j.ajhg.2025.06.001. Epub 2025 Jun 23.
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Antidepressant use and cognitive decline in patients with dementia: a national cohort study.痴呆症患者使用抗抑郁药与认知衰退:一项全国队列研究。
BMC Med. 2025 Feb 25;23(1):82. doi: 10.1186/s12916-025-03851-3.
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Characterizing the genetic architecture of drug response using gene-context interaction methods.
使用基因背景相互作用方法表征药物反应的遗传结构。
Cell Genom. 2024 Dec 11;4(12):100722. doi: 10.1016/j.xgen.2024.100722. Epub 2024 Dec 4.
4
Revised criteria for diagnosis and staging of Alzheimer's disease: Alzheimer's Association Workgroup.修订的阿尔茨海默病诊断和分期标准:阿尔茨海默病协会工作组。
Alzheimers Dement. 2024 Aug;20(8):5143-5169. doi: 10.1002/alz.13859. Epub 2024 Jun 27.
5
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JAMA Netw Open. 2024 May 1;7(5):e2412824. doi: 10.1001/jamanetworkopen.2024.12824.
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Antidepressant use in relation to dementia risk, cognitive decline, and brain atrophy.抗抑郁药的使用与痴呆风险、认知能力下降和脑萎缩的关系。
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