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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...

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Autores principales: Spivakov, Mikhail, Akhtar, Junaid, Kheradpour, Pouya, Beal, Kathryn, Girardot, Charles, Koscielny, Gautier, Herrero, Javier, Kellis, Manolis, Furlong, Eileen EM, Birney, Ewan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2012
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.
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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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