Department of Neurology, Emory University School of Medicine, Atlanta, GA 30322, USA.
Department of Biochemistry, Emory University School of Medicine, Atlanta, GA 30322, USA.
Am J Hum Genet. 2021 Mar 4;108(3):400-410. doi: 10.1016/j.ajhg.2021.01.012. Epub 2021 Feb 10.
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.
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。