血浆 pQTL 和大脑 eQTL 整合确定了 PNKP 作为治疗靶点,并揭示了偏头痛病理生理学的机理。

IF 7.3 1区 医学 Q1 CLINICAL NEUROLOGY Journal of Headache and Pain Pub Date : 2024-11-22 DOI:10.1186/s10194-024-01922-z
Jiafei Lou, Miaoqian Tu, Maosheng Xu, Zhijian Cao, Wenwen Song
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引用次数: 0

摘要

背景:偏头痛是一种常见的神经系统疾病,占全球总人口的 14.1%。尽管基因研究取得了进展,但仍需进一步研究以确定治疗靶点并更好地了解其发病机制。在这项研究中,我们旨在确定药物靶点,并探索基因表达、蛋白质水平和偏头痛病理生理学之间的关系:我们利用 deCODE Genetics 的顺式-pQTL 数据,结合偏头痛 GWAS 数据,将 GERA + UKB 队列作为发现队列,将 FinnGen R10 队列作为复制队列。SMR和MR分析确定了偏头痛相关蛋白位点。来自 GTEx v8 和 BrainMeta v2 的脑 eQTL 数据被用来探索基因表达、蛋白质水平和偏头痛风险之间的因果关系。中介分析评估了代谢物的作用,PheWAS评估了潜在的副作用:结果:确定了四个基因位点:结果:确定了四个基因位点:PNKP、MRVI1、CALCB 和 INPP5B。PNKP 和 MRVI1 在基因和蛋白质水平上显示出高度的证据和相反的效应。PNKP 基因在某些脑区的表达对偏头痛有保护作用,而其血浆蛋白水平与偏头痛风险呈正相关。MRVI1在蛋白质水平上显示出保护作用,但在基因表达水平上却有相反的效果。中介分析显示,谷氨酸与丙酮酸的比率和 3-CMPFP 介导了 PNKP 对偏头痛的影响。PheWAS表明,PNKP与身体组成特征之间存在关联,这表明需要考虑药物的安全性:结论:PNKP 和 MRVI1 在基因和蛋白质水平上表现出双重作用机制,可能涉及不同的机制途径。结论:PNKP 和 MRVI1 在基因和蛋白水平上表现出双重作用机制,可能涉及不同的机理途径。其中,PNKP 成为治疗偏头痛的有希望的药物靶点,并得到多层验证的支持。
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Plasma pQTL and brain eQTL integration identifies PNKP as a therapeutic target and reveals mechanistic insights into migraine pathophysiology.

Background: Migraine is a prevalent neurological disorder affecting 14.1% of the global population. Despite advances in genetic research, further investigation is needed to identify therapeutic targets and better understand its mechanisms. In this study, we aimed to identify drug targets and explore the relationships between gene expression, protein levels, and migraine pathophysiology.

Methods: We utilized cis-pQTL data from deCODE Genetics, combined with migraine GWAS data from the GERA + UKB cohort as the discovery cohort and the FinnGen R10 cohort as the replication cohort. SMR and MR analyses identified migraine-associated protein loci. Brain eQTL data from GTEx v8 and BrainMeta v2 were used to explore causal relationships between gene expression, protein levels, and migraine risk. Mediation analysis assessed the role of metabolites, and PheWAS evaluated potential side effects.

Results: Four loci were identified: PNKP, MRVI1, CALCB, and INPP5B. PNKP and MRVI1 showed a high level of evidence and opposing effects at the gene and protein levels. PNKP gene expression in certain brain regions was protective against migraine, while its plasma protein levels were positively associated with migraine risk. MRVI1 showed protective effects at the protein level but had the opposite effect at the gene expression level. Mediation analysis revealed that the glutamate to pyruvate ratio and 3-CMPFP mediated PNKP's effects on migraine. PheWAS indicated associations between PNKP and body composition traits, suggesting drug safety considerations.

Conclusion: PNKP and MRVI1 exhibit dual mechanisms of action at the gene and protein levels, potentially involving distinct mechanistic pathways. Among them, PNKP emerges as a promising drug target for migraine treatment, supported by multi-layered validation.

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来源期刊
Journal of Headache and Pain
Journal of Headache and Pain 医学-临床神经学
CiteScore
11.80
自引率
13.50%
发文量
143
审稿时长
6-12 weeks
期刊介绍: The Journal of Headache and Pain, a peer-reviewed open-access journal published under the BMC brand, a part of Springer Nature, is dedicated to researchers engaged in all facets of headache and related pain syndromes. It encompasses epidemiology, public health, basic science, translational medicine, clinical trials, and real-world data. With a multidisciplinary approach, The Journal of Headache and Pain addresses headache medicine and related pain syndromes across all medical disciplines. It particularly encourages submissions in clinical, translational, and basic science fields, focusing on pain management, genetics, neurology, and internal medicine. The journal publishes research articles, reviews, letters to the Editor, as well as consensus articles and guidelines, aimed at promoting best practices in managing patients with headaches and related pain.
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