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Integrating whole-genome sequencing with multi-omic data reveals the impact of structural variants on gene regulation in the human brain

Structural variants (SVs), genomic rearrangements of >50 bp, are an important source of genetic diversity and have been linked to many diseases. However, it remains unclear how they modulate human brain function and disease risk. Here, we report 170,996 SVs discovered using 1,760 short-read whole...

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Autores principales: Vialle, Ricardo A., de Paiva Lopes, Katia, Bennett, David A., Crary, John F., Raj, Towfique
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9245608/
https://www.ncbi.nlm.nih.gov/pubmed/35288716
http://dx.doi.org/10.1038/s41593-022-01031-7
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author Vialle, Ricardo A.
de Paiva Lopes, Katia
Bennett, David A.
Crary, John F.
Raj, Towfique
author_facet Vialle, Ricardo A.
de Paiva Lopes, Katia
Bennett, David A.
Crary, John F.
Raj, Towfique
author_sort Vialle, Ricardo A.
collection PubMed
description Structural variants (SVs), genomic rearrangements of >50 bp, are an important source of genetic diversity and have been linked to many diseases. However, it remains unclear how they modulate human brain function and disease risk. Here, we report 170,996 SVs discovered using 1,760 short-read whole genomes from aged adults and Alzheimer’s disease individuals. By applying quantitative trait locus (SV-xQTL) analyses, we quantified the impact of cis-acting SVs on histone modifications, gene expression, splicing, and protein abundance in post-mortem brain tissues. More than 3,200 SVs were associated with at least one molecular phenotype. We found reproducibility of 65–99% SV-eQTLs across cohorts and brain regions. SV associations with mRNA and proteins shared the same direction of effect in more than 87% of SV-gene pairs. Mediation analysis showed ~8% of SV-eQTLs mediated by histone acetylation, and ~11% by splicing. Additionally, associations of SVs with progressive supranuclear palsy identified previously known and novel SVs.
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spelling pubmed-92456082022-09-14 Integrating whole-genome sequencing with multi-omic data reveals the impact of structural variants on gene regulation in the human brain Vialle, Ricardo A. de Paiva Lopes, Katia Bennett, David A. Crary, John F. Raj, Towfique Nat Neurosci Article Structural variants (SVs), genomic rearrangements of >50 bp, are an important source of genetic diversity and have been linked to many diseases. However, it remains unclear how they modulate human brain function and disease risk. Here, we report 170,996 SVs discovered using 1,760 short-read whole genomes from aged adults and Alzheimer’s disease individuals. By applying quantitative trait locus (SV-xQTL) analyses, we quantified the impact of cis-acting SVs on histone modifications, gene expression, splicing, and protein abundance in post-mortem brain tissues. More than 3,200 SVs were associated with at least one molecular phenotype. We found reproducibility of 65–99% SV-eQTLs across cohorts and brain regions. SV associations with mRNA and proteins shared the same direction of effect in more than 87% of SV-gene pairs. Mediation analysis showed ~8% of SV-eQTLs mediated by histone acetylation, and ~11% by splicing. Additionally, associations of SVs with progressive supranuclear palsy identified previously known and novel SVs. 2022-04 2022-03-14 /pmc/articles/PMC9245608/ /pubmed/35288716 http://dx.doi.org/10.1038/s41593-022-01031-7 Text en http://www.nature.com/authors/editorial_policies/license.html#termsUsers may view, print, copy, and download text and data-mine the content in such documents, for the purposes of academic research, subject always to the full Conditions of use:http://www.nature.com/authors/editorial_policies/license.html#terms
spellingShingle Article
Vialle, Ricardo A.
de Paiva Lopes, Katia
Bennett, David A.
Crary, John F.
Raj, Towfique
Integrating whole-genome sequencing with multi-omic data reveals the impact of structural variants on gene regulation in the human brain
title Integrating whole-genome sequencing with multi-omic data reveals the impact of structural variants on gene regulation in the human brain
title_full Integrating whole-genome sequencing with multi-omic data reveals the impact of structural variants on gene regulation in the human brain
title_fullStr Integrating whole-genome sequencing with multi-omic data reveals the impact of structural variants on gene regulation in the human brain
title_full_unstemmed Integrating whole-genome sequencing with multi-omic data reveals the impact of structural variants on gene regulation in the human brain
title_short Integrating whole-genome sequencing with multi-omic data reveals the impact of structural variants on gene regulation in the human brain
title_sort integrating whole-genome sequencing with multi-omic data reveals the impact of structural variants on gene regulation in the human brain
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9245608/
https://www.ncbi.nlm.nih.gov/pubmed/35288716
http://dx.doi.org/10.1038/s41593-022-01031-7
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