Plasma proteins are integral to cross-tissue gene regulatory networks implicated in cardiometabolic disorders and coronary artery disease.

IF 7.7
Sean Bankier, Husain Talukdar, Mariyam Khan, Giuseppe Mocci, Katyayani Sukhavasi, Ke Hao, Angela Ma, Arno Ruusalepp, Eric E Schadt, Jason C Kovacic, Tom Michoel, Johan L M Björkegren
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Abstract

The plasma proteome has demonstrated promise for identifying diagnostic markers for cardiometabolic disorders (CMDs) and coronary artery disease (CAD). However, identifying the organ of origin for these biomarkers is critical for establishing biological relevance. We performed a multi-omic integrative analysis across multiple tissues from the STARNET study by profiling 974 plasma proteins in 532 CAD patients, integrating RNA sequencing (RNA-seq) data from the arterial wall, major metabolic organs, and blood. We identified 144 cis-protein quantitative trait loci in plasma, colocalizing with tissue cis-expression quantitative trait loci. Additionally, by mapping tissue mRNA "seed genes," we traced 262 plasma proteins to their source organs, primarily the liver. Crucially, we found that 851 plasma proteins are associated with the activity of cross-tissue gene regulatory networks (GRNs), including GRNs implicated in CMD and CAD development. Our findings demonstrate that plasma proteins are integral components of GRNs, with potential for developing reliable diagnostics and precise therapeutic targets. A record of this paper's transparent peer review process is included in the supplemental information.

血浆蛋白是涉及心脏代谢紊乱和冠状动脉疾病的跨组织基因调控网络的组成部分。
血浆蛋白质组已被证明有希望识别心脏代谢紊乱(cmd)和冠状动脉疾病(CAD)的诊断标记。然而,确定这些生物标志物的起源器官对于建立生物学相关性至关重要。我们通过分析532名CAD患者的974种血浆蛋白,整合来自动脉壁、主要代谢器官和血液的RNA测序(RNA-seq)数据,对来自STARNET研究的多个组织进行了多组学整合分析。我们在血浆中鉴定出144个顺式蛋白数量性状位点,与组织中顺式蛋白数量性状位点共定位。此外,通过绘制组织mRNA“种子基因”,我们追踪了262种血浆蛋白的来源器官,主要是肝脏。至关重要的是,我们发现851种血浆蛋白与跨组织基因调控网络(grn)的活性相关,包括与CMD和CAD发展有关的grn。我们的研究结果表明,血浆蛋白是grn的组成部分,具有开发可靠诊断和精确治疗靶点的潜力。本文的透明同行评议过程记录包含在补充信息中。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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