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通过整合人类大脑蛋白质组和全基因组关联研究来提名新型焦虑症相关蛋白。

Nominating novel proteins for anxiety via integrating human brain proteomes and genome-wide association study.

机构信息

Department of Laboratory Medicine, The Affiliated Hospital of Yangzhou University, Yangzhou University, Yangzhou, Jiangsu, China.

Department of Neurology, General Hospital of Southern Theatre Command, Guangzhou, Guangdong, China.

出版信息

J Affect Disord. 2024 Aug 1;358:129-137. doi: 10.1016/j.jad.2024.04.097. Epub 2024 May 1.

Abstract

BACKGROUND

The underlying pathogenesis of anxiety remain elusive, making the pinpointing of potential therapeutic and diagnostic biomarkers for anxiety paramount to its efficient treatment.

METHODS

We undertook a proteome-wide association study (PWAS), fusing human brain proteomes from both discovery (ROS/MAP; N = 376) and validation cohorts (Banner; N = 152) with anxiety genome-wide association study (GWAS) summary statistics. Complementing this, we executed transcriptome-wide association studies (TWAS) leveraging human brain transcriptomic data from the Common Mind Consortium (CMC) to discern the confluence of genetic influences spanning both proteomic and transcriptomic levels. We further scrutinized significant genes through a suite of methodologies.

RESULTS

We discerned 14 genes instrumental in the genesis of anxiety through their specific cis-regulated brain protein abundance. Out of these, 6 were corroborated in the confirmatory PWAS, with 4 also showing associations with anxiety via their cis-regulated brain mRNA levels. A heightened confidence level was attributed to 5 genes (RAB27B, CCDC92, BTN2A1, TMEM106B, and DOC2A), taking into account corroborative evidence from both the confirmatory PWAS and TWAS, coupled with insights from mendelian randomization analysis and colocalization evaluations. A majority of the identified genes manifest in brain regions intricately linked to anxiety and predominantly partake in lysosomal metabolic processes.

LIMITATIONS

The limited scope of the brain proteome reference datasets, stemming from a relatively modest sample size, potentially curtails our grasp on the entire gamut of genetic effects.

CONCLUSION

The genes pinpointed in our research present a promising groundwork for crafting therapeutic interventions and diagnostic tools for anxiety.

摘要

背景

焦虑的潜在发病机制仍难以捉摸,因此准确确定焦虑的潜在治疗和诊断生物标志物对于有效治疗焦虑至关重要。

方法

我们进行了一项蛋白质组全基因组关联研究(PWAS),将来自发现队列(ROS/MAP;N=376)和验证队列(Banner;N=152)的人类大脑蛋白质组与焦虑全基因组关联研究(GWAS)汇总统计数据融合在一起。除此之外,我们还执行了转录组全基因组关联研究(TWAS),利用来自 Common Mind Consortium(CMC)的人类大脑转录组数据来辨别跨越蛋白质组和转录组水平的遗传影响的汇合。我们通过一系列方法进一步仔细研究了显着基因。

结果

我们通过特定的顺式调节大脑蛋白质丰度,发现了 14 个对焦虑发生有重要作用的基因。其中,6 个在确认性 PWAS 中得到证实,其中 4 个也通过其顺式调节大脑 mRNA 水平与焦虑相关。有 5 个基因(RAB27B、CCDC92、BTN2A1、TMEM106B 和 DOC2A)被赋予了更高的置信度,这考虑到了确认性 PWAS 和 TWAS 的佐证证据,以及来自孟德尔随机化分析和共定位评估的见解。大多数鉴定出的基因都出现在与焦虑密切相关的大脑区域中,并且主要参与溶酶体代谢过程。

局限性

源于相对较小样本量的大脑蛋白质组参考数据集的有限范围,可能限制了我们对整个遗传效应范围的把握。

结论

我们研究中确定的基因为焦虑症的治疗干预和诊断工具的开发提供了有前途的基础。

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