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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...

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Autores principales: Mitchelmore, Joanna, Grinberg, Nastasiya F, Wallace, Chris, Spivakov, Mikhail
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2020
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.
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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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