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Putative bovine topological association domains and CTCF binding motifs can reduce the search space for causative regulatory variants of complex traits

BACKGROUND: Topological association domains (TADs) are chromosomal domains characterised by frequent internal DNA-DNA interactions. The transcription factor CTCF binds to conserved DNA sequence patterns called CTCF binding motifs to either prohibit or facilitate chromosomal interactions. TADs and CT...

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Autores principales: Wang, Min, Hancock, Timothy P., Chamberlain, Amanda J., Vander Jagt, Christy J., Pryce, Jennie E., Cocks, Benjamin G., Goddard, Mike E., Hayes, Benjamin J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5968476/
https://www.ncbi.nlm.nih.gov/pubmed/29793448
http://dx.doi.org/10.1186/s12864-018-4800-0
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author Wang, Min
Hancock, Timothy P.
Chamberlain, Amanda J.
Vander Jagt, Christy J.
Pryce, Jennie E.
Cocks, Benjamin G.
Goddard, Mike E.
Hayes, Benjamin J.
author_facet Wang, Min
Hancock, Timothy P.
Chamberlain, Amanda J.
Vander Jagt, Christy J.
Pryce, Jennie E.
Cocks, Benjamin G.
Goddard, Mike E.
Hayes, Benjamin J.
author_sort Wang, Min
collection PubMed
description BACKGROUND: Topological association domains (TADs) are chromosomal domains characterised by frequent internal DNA-DNA interactions. The transcription factor CTCF binds to conserved DNA sequence patterns called CTCF binding motifs to either prohibit or facilitate chromosomal interactions. TADs and CTCF binding motifs control gene expression, but they are not yet well defined in the bovine genome. In this paper, we sought to improve the annotation of bovine TADs and CTCF binding motifs, and assess whether the new annotation can reduce the search space for cis-regulatory variants. RESULTS: We used genomic synteny to map TADs and CTCF binding motifs from humans, mice, dogs and macaques to the bovine genome. We found that our mapped TADs exhibited the same hallmark properties of those sourced from experimental data, such as housekeeping genes, transfer RNA genes, CTCF binding motifs, short interspersed elements, H3K4me3 and H3K27ac. We showed that runs of genes with the same pattern of allele-specific expression (ASE) (either favouring paternal or maternal allele) were often located in the same TAD or between the same conserved CTCF binding motifs. Analyses of variance showed that when averaged across all bovine tissues tested, TADs explained 14% of ASE variation (standard deviation, SD: 0.056), while CTCF explained 27% (SD: 0.078). Furthermore, we showed that the quantitative trait loci (QTLs) associated with gene expression variation (eQTLs) or ASE variation (aseQTLs), which were identified from mRNA transcripts from 141 lactating cows’ white blood and milk cells, were highly enriched at putative bovine CTCF binding motifs. The linearly-furthermost, and most-significant aseQTL and eQTL for each genic target were located within the same TAD as the gene more often than expected (Chi-Squared test P-value < 0.001). CONCLUSIONS: Our results suggest that genomic synteny can be used to functionally annotate conserved transcriptional components, and provides a tool to reduce the search space for causative regulatory variants in the bovine genome. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12864-018-4800-0) contains supplementary material, which is available to authorized users.
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spelling pubmed-59684762018-05-30 Putative bovine topological association domains and CTCF binding motifs can reduce the search space for causative regulatory variants of complex traits Wang, Min Hancock, Timothy P. Chamberlain, Amanda J. Vander Jagt, Christy J. Pryce, Jennie E. Cocks, Benjamin G. Goddard, Mike E. Hayes, Benjamin J. BMC Genomics Research Article BACKGROUND: Topological association domains (TADs) are chromosomal domains characterised by frequent internal DNA-DNA interactions. The transcription factor CTCF binds to conserved DNA sequence patterns called CTCF binding motifs to either prohibit or facilitate chromosomal interactions. TADs and CTCF binding motifs control gene expression, but they are not yet well defined in the bovine genome. In this paper, we sought to improve the annotation of bovine TADs and CTCF binding motifs, and assess whether the new annotation can reduce the search space for cis-regulatory variants. RESULTS: We used genomic synteny to map TADs and CTCF binding motifs from humans, mice, dogs and macaques to the bovine genome. We found that our mapped TADs exhibited the same hallmark properties of those sourced from experimental data, such as housekeeping genes, transfer RNA genes, CTCF binding motifs, short interspersed elements, H3K4me3 and H3K27ac. We showed that runs of genes with the same pattern of allele-specific expression (ASE) (either favouring paternal or maternal allele) were often located in the same TAD or between the same conserved CTCF binding motifs. Analyses of variance showed that when averaged across all bovine tissues tested, TADs explained 14% of ASE variation (standard deviation, SD: 0.056), while CTCF explained 27% (SD: 0.078). Furthermore, we showed that the quantitative trait loci (QTLs) associated with gene expression variation (eQTLs) or ASE variation (aseQTLs), which were identified from mRNA transcripts from 141 lactating cows’ white blood and milk cells, were highly enriched at putative bovine CTCF binding motifs. The linearly-furthermost, and most-significant aseQTL and eQTL for each genic target were located within the same TAD as the gene more often than expected (Chi-Squared test P-value < 0.001). CONCLUSIONS: Our results suggest that genomic synteny can be used to functionally annotate conserved transcriptional components, and provides a tool to reduce the search space for causative regulatory variants in the bovine genome. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12864-018-4800-0) contains supplementary material, which is available to authorized users. BioMed Central 2018-05-24 /pmc/articles/PMC5968476/ /pubmed/29793448 http://dx.doi.org/10.1186/s12864-018-4800-0 Text en © The Author(s). 2018 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
spellingShingle Research Article
Wang, Min
Hancock, Timothy P.
Chamberlain, Amanda J.
Vander Jagt, Christy J.
Pryce, Jennie E.
Cocks, Benjamin G.
Goddard, Mike E.
Hayes, Benjamin J.
Putative bovine topological association domains and CTCF binding motifs can reduce the search space for causative regulatory variants of complex traits
title Putative bovine topological association domains and CTCF binding motifs can reduce the search space for causative regulatory variants of complex traits
title_full Putative bovine topological association domains and CTCF binding motifs can reduce the search space for causative regulatory variants of complex traits
title_fullStr Putative bovine topological association domains and CTCF binding motifs can reduce the search space for causative regulatory variants of complex traits
title_full_unstemmed Putative bovine topological association domains and CTCF binding motifs can reduce the search space for causative regulatory variants of complex traits
title_short Putative bovine topological association domains and CTCF binding motifs can reduce the search space for causative regulatory variants of complex traits
title_sort putative bovine topological association domains and ctcf binding motifs can reduce the search space for causative regulatory variants of complex traits
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5968476/
https://www.ncbi.nlm.nih.gov/pubmed/29793448
http://dx.doi.org/10.1186/s12864-018-4800-0
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