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英国生物库中血浆蛋白质组与遗传学和健康的关联。

Plasma proteomic associations with genetics and health in the UK Biobank.

机构信息

Translational Sciences, Research & Development, Biogen, Cambridge, MA, USA.

Internal Medicine Research Unit, Worldwide Research, Development and Medical, Pfizer, Cambridge, MA, USA.

出版信息

Nature. 2023 Oct;622(7982):329-338. doi: 10.1038/s41586-023-06592-6. Epub 2023 Oct 4.

Abstract

The Pharma Proteomics Project is a precompetitive biopharmaceutical consortium characterizing the plasma proteomic profiles of 54,219 UK Biobank participants. Here we provide a detailed summary of this initiative, including technical and biological validations, insights into proteomic disease signatures, and prediction modelling for various demographic and health indicators. We present comprehensive protein quantitative trait locus (pQTL) mapping of 2,923 proteins that identifies 14,287 primary genetic associations, of which 81% are previously undescribed, alongside ancestry-specific pQTL mapping in non-European individuals. The study provides an updated characterization of the genetic architecture of the plasma proteome, contextualized with projected pQTL discovery rates as sample sizes and proteomic assay coverages increase over time. We offer extensive insights into trans pQTLs across multiple biological domains, highlight genetic influences on ligand-receptor interactions and pathway perturbations across a diverse collection of cytokines and complement networks, and illustrate long-range epistatic effects of ABO blood group and FUT2 secretor status on proteins with gastrointestinal tissue-enriched expression. We demonstrate the utility of these data for drug discovery by extending the genetic proxied effects of protein targets, such as PCSK9, on additional endpoints, and disentangle specific genes and proteins perturbed at loci associated with COVID-19 susceptibility. This public-private partnership provides the scientific community with an open-access proteomics resource of considerable breadth and depth to help to elucidate the biological mechanisms underlying proteo-genomic discoveries and accelerate the development of biomarkers, predictive models and therapeutics.

摘要

《制药蛋白质组学项目》是一个竞争前的生物制药联盟,用于描述 54219 名英国生物库参与者的血浆蛋白质组特征。在这里,我们提供了该计划的详细摘要,包括技术和生物学验证、对蛋白质组疾病特征的深入了解,以及对各种人口统计学和健康指标的预测建模。我们提供了对 2923 种蛋白质的全面蛋白质定量基因座 (pQTL) 映射,确定了 14287 个主要的遗传关联,其中 81%是以前未描述的,同时还对非欧洲个体进行了特定祖先的 pQTL 映射。该研究提供了对血浆蛋白质组遗传结构的最新描述,同时考虑了随着时间的推移样本量和蛋白质组测定覆盖率的增加,预计 pQTL 发现率。我们提供了对跨多个生物学领域的跨 pQTL 的广泛了解,强调了遗传对配体-受体相互作用和通路扰动的影响,涉及多种细胞因子和补体网络,并说明了 ABO 血型和 FUT2 分泌状态对胃肠道组织丰富表达的蛋白质的长程上位效应。我们通过扩展蛋白质靶标(如 PCSK9)的遗传代理效应,将这些数据用于药物发现,展示了这些数据的实用性,以增加其他终点的遗传代理效应,并阐明与 COVID-19 易感性相关的基因座上受干扰的特定基因和蛋白质。这种公私合作伙伴关系为科学界提供了一个具有相当广度和深度的开放获取蛋白质组学资源,以帮助阐明蛋白质组学发现背后的生物学机制,并加速生物标志物、预测模型和治疗方法的开发。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7869/10567551/d87259046342/41586_2023_6592_Fig1_HTML.jpg

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