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基于电子健康记录数据的蛋白质基因组分析揭示了美国黑人与疾病相关的变异。

Proteogenomic analysis integrated with electronic health records data reveals disease-associated variants in Black Americans.

机构信息

Division of Cardiovascular Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts, USA.

Mount Sinai School of Medicine, New York, New York, USA.

出版信息

J Clin Invest. 2024 Sep 24;134(21):e181802. doi: 10.1172/JCI181802.

DOI:10.1172/JCI181802
PMID:39316441
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11527441/
Abstract

BACKGROUNDMost GWAS of plasma proteomics have focused on White individuals of European ancestry, limiting biological insight from other ancestry-enriched protein quantitative loci (pQTL).METHODSWe conducted a discovery GWAS of approximately 3,000 plasma proteins measured by the antibody-based Olink platform in 1,054 Black adults from the Jackson Heart Study (JHS) and validated our findings in the Multi-Ethnic Study of Atherosclerosis (MESA). The genetic architecture of identified pQTLs was further explored through fine mapping and admixture association analysis. Finally, using our pQTL findings, we performed a phenome-wide association study (PheWAS) across 2 large multiethnic electronic health record (EHR) systems in All of Us and BioMe.RESULTSWe identified 1,002 pQTLs for 925 protein assays. Fine mapping and admixture analyses suggested allelic heterogeneity of the plasma proteome across diverse populations. We identified associations for variants enriched in African ancestry, many in diseases that lack precise biomarkers, including cis-pQTLs for cathepsin L (CTSL) and Siglec-9, which were linked with sarcoidosis and non-Hodgkin's lymphoma, respectively. We found concordant associations across clinical diagnoses and laboratory measurements, elucidating disease pathways, including a cis-pQTL associated with circulating CD58, WBC count, and multiple sclerosis.CONCLUSIONSOur findings emphasize the value of leveraging diverse populations to enhance biological insights from proteomics GWAS, and we have made this resource readily available as an interactive web portal.FUNDINGNIH K08 HL161445-01A1; 5T32HL160522-03; HHSN268201600034I; HL133870.

摘要

背景

大多数血浆蛋白质组学的 GWAS 都集中在欧洲血统的白种人群体上,限制了其他血统丰富的蛋白质定量基因座 (pQTL) 的生物学洞察力。

方法

我们在 Jackson Heart 研究 (JHS) 中对来自 1054 名黑人成年人的约 3000 种基于抗体的 Olink 平台测量的血浆蛋白进行了发现 GWAS,并在动脉粥样硬化多民族研究 (MESA) 中验证了我们的发现。通过精细映射和混合关联分析进一步探索了鉴定出的 pQTL 的遗传结构。最后,使用我们的 pQTL 发现,我们在 All of Us 和 BioMe 中的 2 个大型多民族电子健康记录 (EHR) 系统中进行了全表型关联研究 (PheWAS)。

结果

我们确定了 925 种蛋白质测定的 1002 个 pQTL。精细映射和混合分析表明,不同人群的血浆蛋白质组存在等位基因异质性。我们确定了在非洲裔人群中富集的变体的关联,其中许多与缺乏精确生物标志物的疾病有关,包括组织蛋白酶 L (CTSL) 和 Siglec-9 的顺式 pQTL,它们分别与结节病和非霍奇金淋巴瘤有关。我们在临床诊断和实验室测量中发现了一致的关联,阐明了疾病途径,包括与循环 CD58、白细胞计数和多发性硬化症相关的顺式 pQTL。

结论

我们的研究结果强调了利用不同人群来增强蛋白质组学 GWAS 的生物学洞察力的价值,并且我们已经将此资源作为一个交互式网络门户提供。

资金

NIH K08 HL161445-01A1;5T32HL160522-03;HHSN268201600034I;HL133870。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ceb7/11527441/7a111282bb01/jci-134-181802-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ceb7/11527441/9330a0d00e34/jci-134-181802-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ceb7/11527441/ba1177f2fe34/jci-134-181802-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ceb7/11527441/60cde1a7e947/jci-134-181802-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ceb7/11527441/7a111282bb01/jci-134-181802-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ceb7/11527441/9330a0d00e34/jci-134-181802-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ceb7/11527441/ba1177f2fe34/jci-134-181802-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ceb7/11527441/60cde1a7e947/jci-134-181802-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ceb7/11527441/7a111282bb01/jci-134-181802-g004.jpg

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Gene expression and splicing QTL analysis of blood cells in African American participants from the Jackson Heart Study.非洲裔美国参与者血液细胞的基因表达和剪接 QTL 分析:杰克逊心脏研究
Genetics. 2024 Sep 4;228(1). doi: 10.1093/genetics/iyae098.
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Genomic data in the All of Us Research Program.全美国研究计划中的基因组数据。
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Plasma proteomic associations with genetics and health in the UK Biobank.英国生物库中血浆蛋白质组与遗传学和健康的关联。
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Ancestry-driven metabolite variation provides insights into disease states in admixed populations.遗传驱动的代谢物变化为混合人群中的疾病状态提供了新视角。
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Proteogenomic links to human metabolic diseases.与人类代谢疾病相关的蛋白质基因组学联系。
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FAVOR: functional annotation of variants online resource and annotator for variation across the human genome.FAVOR:在线变体功能注释资源和人类基因组变异注释器。
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