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Functional effects of variation in transcription factor binding highlight long-range gene regulation by epromoters
Identifying DNA cis-regulatory modules (CRMs) that control the expression of specific genes is crucial for deciphering the logic of transcriptional control. Natural genetic variation can point to the possible gene regulatory function of specific sequences through their allelic associations with gene...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7102942/ https://www.ncbi.nlm.nih.gov/pubmed/32112106 http://dx.doi.org/10.1093/nar/gkaa123 |
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author | Mitchelmore, Joanna Grinberg, Nastasiya F Wallace, Chris Spivakov, Mikhail |
author_facet | Mitchelmore, Joanna Grinberg, Nastasiya F Wallace, Chris Spivakov, Mikhail |
author_sort | Mitchelmore, Joanna |
collection | PubMed |
description | Identifying DNA cis-regulatory modules (CRMs) that control the expression of specific genes is crucial for deciphering the logic of transcriptional control. Natural genetic variation can point to the possible gene regulatory function of specific sequences through their allelic associations with gene expression. However, comprehensive identification of causal regulatory sequences in brute-force association testing without incorporating prior knowledge is challenging due to limited statistical power and effects of linkage disequilibrium. Sequence variants affecting transcription factor (TF) binding at CRMs have a strong potential to influence gene regulatory function, which provides a motivation for prioritizing such variants in association testing. Here, we generate an atlas of CRMs showing predicted allelic variation in TF binding affinity in human lymphoblastoid cell lines and test their association with the expression of their putative target genes inferred from Promoter Capture Hi-C and immediate linear proximity. We reveal >1300 CRM TF-binding variants associated with target gene expression, the majority of them undetected with standard association testing. A large proportion of CRMs showing associations with the expression of genes they contact in 3D localize to the promoter regions of other genes, supporting the notion of ‘epromoters’: dual-action CRMs with promoter and distal enhancer activity. |
format | Online Article Text |
id | pubmed-7102942 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-71029422020-04-02 Functional effects of variation in transcription factor binding highlight long-range gene regulation by epromoters Mitchelmore, Joanna Grinberg, Nastasiya F Wallace, Chris Spivakov, Mikhail Nucleic Acids Res Computational Biology Identifying DNA cis-regulatory modules (CRMs) that control the expression of specific genes is crucial for deciphering the logic of transcriptional control. Natural genetic variation can point to the possible gene regulatory function of specific sequences through their allelic associations with gene expression. However, comprehensive identification of causal regulatory sequences in brute-force association testing without incorporating prior knowledge is challenging due to limited statistical power and effects of linkage disequilibrium. Sequence variants affecting transcription factor (TF) binding at CRMs have a strong potential to influence gene regulatory function, which provides a motivation for prioritizing such variants in association testing. Here, we generate an atlas of CRMs showing predicted allelic variation in TF binding affinity in human lymphoblastoid cell lines and test their association with the expression of their putative target genes inferred from Promoter Capture Hi-C and immediate linear proximity. We reveal >1300 CRM TF-binding variants associated with target gene expression, the majority of them undetected with standard association testing. A large proportion of CRMs showing associations with the expression of genes they contact in 3D localize to the promoter regions of other genes, supporting the notion of ‘epromoters’: dual-action CRMs with promoter and distal enhancer activity. Oxford University Press 2020-04-06 2020-02-29 /pmc/articles/PMC7102942/ /pubmed/32112106 http://dx.doi.org/10.1093/nar/gkaa123 Text en © The Author(s) 2020. Published by Oxford University Press on behalf of Nucleic Acids Research. http://creativecommons.org/licenses/by/4.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Computational Biology Mitchelmore, Joanna Grinberg, Nastasiya F Wallace, Chris Spivakov, Mikhail Functional effects of variation in transcription factor binding highlight long-range gene regulation by epromoters |
title | Functional effects of variation in transcription factor binding highlight long-range gene regulation by epromoters |
title_full | Functional effects of variation in transcription factor binding highlight long-range gene regulation by epromoters |
title_fullStr | Functional effects of variation in transcription factor binding highlight long-range gene regulation by epromoters |
title_full_unstemmed | Functional effects of variation in transcription factor binding highlight long-range gene regulation by epromoters |
title_short | Functional effects of variation in transcription factor binding highlight long-range gene regulation by epromoters |
title_sort | functional effects of variation in transcription factor binding highlight long-range gene regulation by epromoters |
topic | Computational Biology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7102942/ https://www.ncbi.nlm.nih.gov/pubmed/32112106 http://dx.doi.org/10.1093/nar/gkaa123 |
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