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Analysis of variation at transcription factor binding sites in Drosophila and humans
BACKGROUND: Advances in sequencing technology have boosted population genomics and made it possible to map the positions of transcription factor binding sites (TFBSs) with high precision. Here we investigate TFBS variability by combining transcription factor binding maps generated by ENCODE, modENCO...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2012
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3491393/ https://www.ncbi.nlm.nih.gov/pubmed/22950968 http://dx.doi.org/10.1186/gb-2012-13-9-r49 |
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author | Spivakov, Mikhail Akhtar, Junaid Kheradpour, Pouya Beal, Kathryn Girardot, Charles Koscielny, Gautier Herrero, Javier Kellis, Manolis Furlong, Eileen EM Birney, Ewan |
author_facet | Spivakov, Mikhail Akhtar, Junaid Kheradpour, Pouya Beal, Kathryn Girardot, Charles Koscielny, Gautier Herrero, Javier Kellis, Manolis Furlong, Eileen EM Birney, Ewan |
author_sort | Spivakov, Mikhail |
collection | PubMed |
description | BACKGROUND: Advances in sequencing technology have boosted population genomics and made it possible to map the positions of transcription factor binding sites (TFBSs) with high precision. Here we investigate TFBS variability by combining transcription factor binding maps generated by ENCODE, modENCODE, our previously published data and other sources with genomic variation data for human individuals and Drosophila isogenic lines. RESULTS: We introduce a metric of TFBS variability that takes into account changes in motif match associated with mutation and makes it possible to investigate TFBS functional constraints instance-by-instance as well as in sets that share common biological properties. We also take advantage of the emerging per-individual transcription factor binding data to show evidence that TFBS mutations, particularly at evolutionarily conserved sites, can be efficiently buffered to ensure coherent levels of transcription factor binding. CONCLUSIONS: Our analyses provide insights into the relationship between individual and interspecies variation and show evidence for the functional buffering of TFBS mutations in both humans and flies. In a broad perspective, these results demonstrate the potential of combining functional genomics and population genetics approaches for understanding gene regulation. |
format | Online Article Text |
id | pubmed-3491393 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2012 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-34913932012-11-07 Analysis of variation at transcription factor binding sites in Drosophila and humans Spivakov, Mikhail Akhtar, Junaid Kheradpour, Pouya Beal, Kathryn Girardot, Charles Koscielny, Gautier Herrero, Javier Kellis, Manolis Furlong, Eileen EM Birney, Ewan Genome Biol Research BACKGROUND: Advances in sequencing technology have boosted population genomics and made it possible to map the positions of transcription factor binding sites (TFBSs) with high precision. Here we investigate TFBS variability by combining transcription factor binding maps generated by ENCODE, modENCODE, our previously published data and other sources with genomic variation data for human individuals and Drosophila isogenic lines. RESULTS: We introduce a metric of TFBS variability that takes into account changes in motif match associated with mutation and makes it possible to investigate TFBS functional constraints instance-by-instance as well as in sets that share common biological properties. We also take advantage of the emerging per-individual transcription factor binding data to show evidence that TFBS mutations, particularly at evolutionarily conserved sites, can be efficiently buffered to ensure coherent levels of transcription factor binding. CONCLUSIONS: Our analyses provide insights into the relationship between individual and interspecies variation and show evidence for the functional buffering of TFBS mutations in both humans and flies. In a broad perspective, these results demonstrate the potential of combining functional genomics and population genetics approaches for understanding gene regulation. BioMed Central 2012 2012-09-05 /pmc/articles/PMC3491393/ /pubmed/22950968 http://dx.doi.org/10.1186/gb-2012-13-9-r49 Text en Copyright ©2012 Spivakov et al.; licensee BioMed Central Ltd. http://creativecommons.org/licenses/by/2.0 This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Spivakov, Mikhail Akhtar, Junaid Kheradpour, Pouya Beal, Kathryn Girardot, Charles Koscielny, Gautier Herrero, Javier Kellis, Manolis Furlong, Eileen EM Birney, Ewan Analysis of variation at transcription factor binding sites in Drosophila and humans |
title | Analysis of variation at transcription factor binding sites in Drosophila and humans |
title_full | Analysis of variation at transcription factor binding sites in Drosophila and humans |
title_fullStr | Analysis of variation at transcription factor binding sites in Drosophila and humans |
title_full_unstemmed | Analysis of variation at transcription factor binding sites in Drosophila and humans |
title_short | Analysis of variation at transcription factor binding sites in Drosophila and humans |
title_sort | analysis of variation at transcription factor binding sites in drosophila and humans |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3491393/ https://www.ncbi.nlm.nih.gov/pubmed/22950968 http://dx.doi.org/10.1186/gb-2012-13-9-r49 |
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