通过整合全基因组关联研究总结统计来表征与失眠相关的遗传易感蛋白。

IF 4.6 2区 医学 Q1 NEUROSCIENCES
Molecular Neurobiology Pub Date : 2025-05-01 Epub Date: 2025-01-18 DOI:10.1007/s12035-025-04695-x
Jiang Long, Meng Dou, Xiangdong Tang, Xiaojing Gu
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引用次数: 0

摘要

大型病例对照全基因组关联研究(GWASs)已经检测到与失眠相关的基因座,但这些风险基因座如何赋予疾病风险在很大程度上仍然未知。通过整合脑蛋白数量性状位点(pQTL) (NpQTL1 = 376, NpQTL2 = 152)和表达QTL (eQTL) (N = 452)数据集,结合最新失眠GWAS汇总统计数据(Ncase = 109,548, NControls = 277440),进行蛋白质组/转录组全关联研究(PWAS/TWAS)和孟德尔随机化(MR)分析,旨在识别失眠发病机制中涉及的致病蛋白。我们还探讨了失眠与几种常见疾病之间的双向因果关系。因此,在PWAS发现阶段,大脑中28个基因的蛋白水平改变与失眠风险相关,其中18个基因的关联在PWAS确认阶段被复制。其中,经TWAS、MR和共定位结果验证,发现4种蛋白(2-氨基乙硫醇双加氧酶(ADO)、钙调节亲环蛋白配体(CAMLG)、胰岛细胞自身抗原1样(ICA1L)和乳胶蛋白(LXN))是最可能导致失眠的基因。具体来说,较高的ADO、CALMG和ICA1L蛋白水平与较低的失眠风险有因果关系。相比之下,较高的LXN蛋白水平与失眠风险增加有因果关系。此外,基因预测的失眠与患心血管疾病和抑郁症的风险增加有因果关系。总之,我们的研究确定了ADO、CAMLG、ICA1L和LXN是失眠发病机制中的潜在致病蛋白。这可能为进一步的失眠机制研究和治疗发展提供见解。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Characterizing Genetic-Predisposed Proteins Involving Insomnia by Integrating Genome-Wide Association Study Summary Statistics.

Large case-control genome-wide association studies (GWASs) have detected loci associated with insomnia, but how these risk loci confer disease risk remains largely unknown. By integrating brain protein quantitative trait loci (pQTL) (NpQTL1 = 376, NpQTL2 = 152) and expression QTL (eQTL) (N = 452) datasets, with the latest insomnia GWAS summary statistics (Ncase = 109,548, NControls = 277440), we conducted proteome/transcriptome-wide association study (PWAS/TWAS) and Mendelian randomization (MR) analysis, aiming to identify causal proteins involving in the pathogenesis of insomnia. We also explored the bi-directional causality between insomnia and several common diseases. As a result, the altered protein level of 28 genes in the brain was associated with the risk of insomnia in the discovery stage of PWAS, of which 18 genes' associations were replicated in the confirmatory stage of PWAS. Among them, four proteins (2-aminoethanethiol dioxygenase (ADO), calcium-modulating cyclophilin ligand (CAMLG), islet cell autoantigen 1 like (ICA1L) and latexin (LXN)) were found to be the most likely causal genes for insomnia with validations from TWAS, MR, and colocalization results. Specifically, the higher protein level of ADO, CALMG, and ICA1L was causally associated with a lower risk of insomnia. In comparison, the higher protein level of LXN was causally associated with an increased risk for insomnia. Moreover, genetically predicted insomnia was causally associated with an increased risk of developing cardiovascular diseases and depression. In conclusion, our study identified ADO, CAMLG, ICA1L, and LXN as potentially causal proteins in the pathogenesis of insomnia. This could provide insights into further mechanistic studies and therapeutic development for insomnia.

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来源期刊
Molecular Neurobiology
Molecular Neurobiology 医学-神经科学
CiteScore
9.00
自引率
2.00%
发文量
480
审稿时长
1 months
期刊介绍: Molecular Neurobiology is an exciting journal for neuroscientists needing to stay in close touch with progress at the forefront of molecular brain research today. It is an especially important periodical for graduate students and "postdocs," specifically designed to synthesize and critically assess research trends for all neuroscientists hoping to stay active at the cutting edge of this dramatically developing area. This journal has proven to be crucial in departmental libraries, serving as essential reading for every committed neuroscientist who is striving to keep abreast of all rapid developments in a forefront field. Most recent significant advances in experimental and clinical neuroscience have been occurring at the molecular level. Until now, there has been no journal devoted to looking closely at this fragmented literature in a critical, coherent fashion. Each submission is thoroughly analyzed by scientists and clinicians internationally renowned for their special competence in the areas treated.
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