Title | Genetic control of the human brain proteome. |
Publication Type | Journal Article |
Year of Publication | 2021 |
Authors | Robins C, Liu Y, Fan W, Duong DM, Meigs J, Harerimana NV, Gerasimov ES, Dammer EB, Cutler DJ, Beach TG, Reiman EM, De Jager PL, Bennett DA, Lah JJ, Wingo AP, Levey AI, Seyfried NT, Wingo TS |
Journal | Am J Hum Genet |
Volume | 108 |
Issue | 3 |
Pagination | 400-410 |
Date Published | 2021 03 04 |
ISSN | 1537-6605 |
Keywords | Autopsy, Brain, Female, Gene Expression Regulation, Genetic Variation, Genome-Wide Association Study, Genotype, Humans, Male, Proteome, Proteomics, Quantitative Trait Loci, RNA, Messenger, Transcriptome |
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. |
DOI | 10.1016/j.ajhg.2021.01.012 |
Pubmed Link | https://www.ncbi.nlm.nih.gov/pubmed/33571421?dopt=Abstract |
page_expo | External |
Alternate Journal | Am J Hum Genet |
PubMed ID | 33571421 |
PubMed Central ID | PMC8008492 |
Grant List | U01 AG046152 / AG / NIA NIH HHS / United States U01 MH115484 / MH / NIMH NIH HHS / United States U01 AG057195 / AG / NIA NIH HHS / United States R01 AG017917 / AG / NIA NIH HHS / United States R56 AG062633 / AG / NIA NIH HHS / United States U01 AG061357 / AG / NIA NIH HHS / United States T32 NS007480 / NS / NINDS NIH HHS / United States RF1 AG051633 / AG / NIA NIH HHS / United States U24 NS072026 / NS / NINDS NIH HHS / United States P30 AG019610 / AG / NIA NIH HHS / United States U01 AG061356 / AG / NIA NIH HHS / United States U01 AG032984 / AG / NIA NIH HHS / United States R01 AG056533 / AG / NIA NIH HHS / United States R01 AG030146 / AG / NIA NIH HHS / United States I01 BX003853 / BX / BLRD VA / United States R56 AG062256 / AG / NIA NIH HHS / United States R01 AG036042 / AG / NIA NIH HHS / United States P30 AG010161 / AG / NIA NIH HHS / United States R56 AG060757 / AG / NIA NIH HHS / United States P50 AG025688 / AG / NIA NIH HHS / United States R01 AG036836 / AG / NIA NIH HHS / United States R01 AG015819 / AG / NIA NIH HHS / United States |
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