Suppr超能文献

人类大脑蛋白质组的遗传控制。

Genetic control of the human brain proteome.

机构信息

Department of Neurology, Emory University School of Medicine, Atlanta, GA 30322, USA.

Department of Biochemistry, Emory University School of Medicine, Atlanta, GA 30322, USA.

出版信息

Am J Hum Genet. 2021 Mar 4;108(3):400-410. doi: 10.1016/j.ajhg.2021.01.012. Epub 2021 Feb 10.

Abstract

We generated an online brain pQTL resource for 7,376 proteins through the analysis of genetic and proteomic data derived from post-mortem samples of the dorsolateral prefrontal cortex of 330 older adults. The identified pQTLs tend to be non-synonymous variation, are over-represented among variants associated with brain diseases, and replicate well (77%) in an independent brain dataset. Comparison to a large study of brain eQTLs revealed that about 75% of pQTLs are also eQTLs. In contrast, about 40% of eQTLs were identified as pQTLs. These results are consistent with lower pQTL mapping power and greater evolutionary constraint on protein abundance. The latter is additionally supported by observations of pQTLs with large effects' tending to be rare, deleterious, and associated with proteins that have evidence for fewer protein-protein interactions. Mediation analyses using matched transcriptomic and proteomic data provided additional evidence that pQTL effects are often, but not always, mediated by mRNA. Specifically, we identified roughly 1.6 times more mRNA-mediated pQTLs than mRNA-independent pQTLs (550 versus 341). Our pQTL resource provides insight into the functional consequences of genetic variation in the human brain and a basis for novel investigations of genetics and disease.

摘要

我们通过分析 330 名老年人死后大脑外侧前额叶的遗传和蛋白质组学数据,为 7376 种蛋白质生成了一个在线大脑 pQTL 资源。鉴定出的 pQTL 倾向于非同义变异,在与大脑疾病相关的变异中更为常见,并且在独立的大脑数据集(77%)中复制良好。与大脑 eQTL 的大型研究相比,发现约 75%的 pQTL 也是 eQTL。相比之下,约 40%的 eQTL 被鉴定为 pQTL。这些结果与较低的 pQTL 映射能力和对蛋白质丰度的更大进化限制一致。后一种情况还得到了观察到的具有大效应的 pQTL 倾向于稀有、有害以及与蛋白质之间的证据较少的蛋白质-蛋白质相互作用的观察结果的支持。使用匹配的转录组学和蛋白质组学数据进行的中介分析提供了额外的证据,表明 pQTL 效应通常但不总是通过 mRNA 介导。具体来说,我们鉴定出的 mRNA 介导的 pQTL 比非 mRNA 独立的 pQTL 多约 1.6 倍(550 比 341)。我们的 pQTL 资源提供了对人类大脑中遗传变异的功能后果的深入了解,也为基因和疾病的新研究提供了基础。

相似文献

1
Genetic control of the human brain proteome.
Am J Hum Genet. 2021 Mar 4;108(3):400-410. doi: 10.1016/j.ajhg.2021.01.012. Epub 2021 Feb 10.
2
Common Genetic Polymorphisms Influence Blood Biomarker Measurements in COPD.
PLoS Genet. 2016 Aug 17;12(8):e1006011. doi: 10.1371/journal.pgen.1006011. eCollection 2016 Aug.
3
Identification and validation of genetic variants that influence transcription factor and cell signaling protein levels.
Am J Hum Genet. 2014 Aug 7;95(2):194-208. doi: 10.1016/j.ajhg.2014.07.005. Epub 2014 Jul 31.
4
Defining the consequences of genetic variation on a proteome-wide scale.
Nature. 2016 Jun 23;534(7608):500-5. doi: 10.1038/nature18270. Epub 2016 Jun 15.
5
High-Throughput Characterization of Blood Serum Proteomics of IBD Patients with Respect to Aging and Genetic Factors.
PLoS Genet. 2017 Jan 27;13(1):e1006565. doi: 10.1371/journal.pgen.1006565. eCollection 2017 Jan.
6
Protein quantitative trait loci identify novel candidates modulating cellular response to chemotherapy.
PLoS Genet. 2014 Apr 3;10(4):e1004192. doi: 10.1371/journal.pgen.1004192. eCollection 2014 Apr.
7
Population-scale proteome variation in human induced pluripotent stem cells.
Elife. 2020 Aug 10;9:e57390. doi: 10.7554/eLife.57390.
8
Genome-wide pQTL analysis of protein expression regulatory networks in the human liver.
BMC Biol. 2020 Aug 10;18(1):97. doi: 10.1186/s12915-020-00830-3.

引用本文的文献

2
The activity and expression of adenylosuccinate lyase were reduced during modern human evolution, affecting brain and behavior.
Proc Natl Acad Sci U S A. 2025 Aug 12;122(32):e2508540122. doi: 10.1073/pnas.2508540122. Epub 2025 Aug 4.
3
ProMix: Enhancing Protein Quantification through Experimental Design and Statistical Normalization.
J Proteome Res. 2025 Aug 1;24(8):3808-3817. doi: 10.1021/acs.jproteome.4c01108. Epub 2025 Jul 7.
4
Multiomics integration prioritizes potential drug targets for multiple sclerosis.
Proc Natl Acad Sci U S A. 2025 Jul;122(26):e2425537122. doi: 10.1073/pnas.2425537122. Epub 2025 Jun 27.
6
Genetic regulation of gene expression across multiple tissues in chickens.
Nat Genet. 2025 May;57(5):1298-1308. doi: 10.1038/s41588-025-02155-9. Epub 2025 Apr 8.
7
Plasma proteome variation and its genetic determinants in children and adolescents.
Nat Genet. 2025 Mar;57(3):635-646. doi: 10.1038/s41588-025-02089-2. Epub 2025 Feb 19.
8
A network-based systems genetics framework identifies pathobiology and drug repurposing in Parkinson's disease.
NPJ Parkinsons Dis. 2025 Jan 22;11(1):22. doi: 10.1038/s41531-025-00870-y.
9
Cell state-dependent allelic effects and contextual Mendelian randomization analysis for human brain phenotypes.
Nat Genet. 2025 Feb;57(2):358-368. doi: 10.1038/s41588-024-02050-9. Epub 2025 Jan 10.
10
Brain multi-omic Mendelian randomisation to identify novel drug targets for gliomagenesis.
Hum Mol Genet. 2025 Jan 29;34(2):178-192. doi: 10.1093/hmg/ddae168.

本文引用的文献

2
Shared proteomic effects of cerebral atherosclerosis and Alzheimer's disease on the human brain.
Nat Neurosci. 2020 Jun;23(6):696-700. doi: 10.1038/s41593-020-0635-5. Epub 2020 May 18.
4
Genome-wide human brain eQTLs: In-depth analysis and insights using the UKBEC dataset.
Sci Rep. 2019 Dec 16;9(1):19201. doi: 10.1038/s41598-019-55590-0.
5
Comparative genetic architectures of schizophrenia in East Asian and European populations.
Nat Genet. 2019 Dec;51(12):1670-1678. doi: 10.1038/s41588-019-0512-x. Epub 2019 Nov 18.
7
Opportunities and challenges for transcriptome-wide association studies.
Nat Genet. 2019 Apr;51(4):592-599. doi: 10.1038/s41588-019-0385-z. Epub 2019 Mar 29.
8
Genome-wide meta-analysis identifies new loci and functional pathways influencing Alzheimer's disease risk.
Nat Genet. 2019 Mar;51(3):404-413. doi: 10.1038/s41588-018-0311-9. Epub 2019 Jan 7.
10
CADD: predicting the deleteriousness of variants throughout the human genome.
Nucleic Acids Res. 2019 Jan 8;47(D1):D886-D894. doi: 10.1093/nar/gky1016.

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验