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Allele biased transcription factor binding across human brain regions gives mechanistic insight into eQTLs
Transcription Factors (TFs) influence gene expression by facilitating or disrupting the formation of transcription initiation machinery at particular genomic loci. Because genomic localization of TFs is in part driven by TF recognition of DNA sequence, variation in TF binding sites can disrupt TF-DN...
Autores principales: | , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Cold Spring Harbor Laboratory
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10592666/ https://www.ncbi.nlm.nih.gov/pubmed/37873117 http://dx.doi.org/10.1101/2023.10.06.561245 |
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author | Moyers, Belle A. Loupe, Jacob M. Felker, Stephanie A. Lawlor, James M.J. Anderson, Ashlyn G. Rodriguez-Nunez, Ivan Bunney, William E. Bunney, Blynn G. Cartagena, Preston M. Sequeira, Adolfo Watson, Stanley J. Akil, Huda Mendenhall, Eric M. Cooper, Gregory M. Myers, Richard M. |
author_facet | Moyers, Belle A. Loupe, Jacob M. Felker, Stephanie A. Lawlor, James M.J. Anderson, Ashlyn G. Rodriguez-Nunez, Ivan Bunney, William E. Bunney, Blynn G. Cartagena, Preston M. Sequeira, Adolfo Watson, Stanley J. Akil, Huda Mendenhall, Eric M. Cooper, Gregory M. Myers, Richard M. |
author_sort | Moyers, Belle A. |
collection | PubMed |
description | Transcription Factors (TFs) influence gene expression by facilitating or disrupting the formation of transcription initiation machinery at particular genomic loci. Because genomic localization of TFs is in part driven by TF recognition of DNA sequence, variation in TF binding sites can disrupt TF-DNA associations and affect gene regulation. To identify variants that impact TF binding in human brain tissues, we quantified allele bias for 93 TFs analyzed with ChIP-seq experiments of multiple structural brain regions from two donors. Using graph genomes constructed from phased genomic sequence data, we compared ChIP-seq signal between alleles at heterozygous variants within each tissue sample from each donor. Comparison of results from different brain regions within donors and the same regions between donors provided measures of allele bias reproducibility. We identified thousands of DNA variants that show reproducible bias in ChIP-seq for at least one TF. We found that alleles that are rarer in the general population were more likely than common alleles to exhibit large biases, and more frequently led to reduced TF binding. Combining ChIP-seq with RNA-seq, we identified TF-allele interaction biases with RNA bias in a phased allele linked to 6,709 eQTL variants identified in GTEx data, 3,309 of which were found in neural contexts. Our results provide insights into the effects of both common and rare variation on gene regulation in the brain. These findings can facilitate mechanistic understanding of cis-regulatory variation associated with biological traits, including disease. |
format | Online Article Text |
id | pubmed-10592666 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Cold Spring Harbor Laboratory |
record_format | MEDLINE/PubMed |
spelling | pubmed-105926662023-10-24 Allele biased transcription factor binding across human brain regions gives mechanistic insight into eQTLs Moyers, Belle A. Loupe, Jacob M. Felker, Stephanie A. Lawlor, James M.J. Anderson, Ashlyn G. Rodriguez-Nunez, Ivan Bunney, William E. Bunney, Blynn G. Cartagena, Preston M. Sequeira, Adolfo Watson, Stanley J. Akil, Huda Mendenhall, Eric M. Cooper, Gregory M. Myers, Richard M. bioRxiv Article Transcription Factors (TFs) influence gene expression by facilitating or disrupting the formation of transcription initiation machinery at particular genomic loci. Because genomic localization of TFs is in part driven by TF recognition of DNA sequence, variation in TF binding sites can disrupt TF-DNA associations and affect gene regulation. To identify variants that impact TF binding in human brain tissues, we quantified allele bias for 93 TFs analyzed with ChIP-seq experiments of multiple structural brain regions from two donors. Using graph genomes constructed from phased genomic sequence data, we compared ChIP-seq signal between alleles at heterozygous variants within each tissue sample from each donor. Comparison of results from different brain regions within donors and the same regions between donors provided measures of allele bias reproducibility. We identified thousands of DNA variants that show reproducible bias in ChIP-seq for at least one TF. We found that alleles that are rarer in the general population were more likely than common alleles to exhibit large biases, and more frequently led to reduced TF binding. Combining ChIP-seq with RNA-seq, we identified TF-allele interaction biases with RNA bias in a phased allele linked to 6,709 eQTL variants identified in GTEx data, 3,309 of which were found in neural contexts. Our results provide insights into the effects of both common and rare variation on gene regulation in the brain. These findings can facilitate mechanistic understanding of cis-regulatory variation associated with biological traits, including disease. Cold Spring Harbor Laboratory 2023-10-09 /pmc/articles/PMC10592666/ /pubmed/37873117 http://dx.doi.org/10.1101/2023.10.06.561245 Text en https://creativecommons.org/licenses/by-nc-nd/4.0/This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License (https://creativecommons.org/licenses/by-nc-nd/4.0/) , which allows reusers to copy and distribute the material in any medium or format in unadapted form only, for noncommercial purposes only, and only so long as attribution is given to the creator. |
spellingShingle | Article Moyers, Belle A. Loupe, Jacob M. Felker, Stephanie A. Lawlor, James M.J. Anderson, Ashlyn G. Rodriguez-Nunez, Ivan Bunney, William E. Bunney, Blynn G. Cartagena, Preston M. Sequeira, Adolfo Watson, Stanley J. Akil, Huda Mendenhall, Eric M. Cooper, Gregory M. Myers, Richard M. Allele biased transcription factor binding across human brain regions gives mechanistic insight into eQTLs |
title | Allele biased transcription factor binding across human brain regions gives mechanistic insight into eQTLs |
title_full | Allele biased transcription factor binding across human brain regions gives mechanistic insight into eQTLs |
title_fullStr | Allele biased transcription factor binding across human brain regions gives mechanistic insight into eQTLs |
title_full_unstemmed | Allele biased transcription factor binding across human brain regions gives mechanistic insight into eQTLs |
title_short | Allele biased transcription factor binding across human brain regions gives mechanistic insight into eQTLs |
title_sort | allele biased transcription factor binding across human brain regions gives mechanistic insight into eqtls |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10592666/ https://www.ncbi.nlm.nih.gov/pubmed/37873117 http://dx.doi.org/10.1101/2023.10.06.561245 |
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