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Negative selection maintains transcription factor binding motifs in human cancer

BACKGROUND: Somatic mutations in cancer cells affect various genomic elements disrupting important cell functions. In particular, mutations in DNA binding sites recognized by transcription factors can alter regulator binding affinities and, consequently, expression of target genes. A number of promo...

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Autores principales: Vorontsov, Ilya E., Khimulya, Grigory, Lukianova, Elena N., Nikolaeva, Daria D., Eliseeva, Irina A., Kulakovskiy, Ivan V., Makeev, Vsevolod J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4928157/
https://www.ncbi.nlm.nih.gov/pubmed/27356864
http://dx.doi.org/10.1186/s12864-016-2728-9
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author Vorontsov, Ilya E.
Khimulya, Grigory
Lukianova, Elena N.
Nikolaeva, Daria D.
Eliseeva, Irina A.
Kulakovskiy, Ivan V.
Makeev, Vsevolod J.
author_facet Vorontsov, Ilya E.
Khimulya, Grigory
Lukianova, Elena N.
Nikolaeva, Daria D.
Eliseeva, Irina A.
Kulakovskiy, Ivan V.
Makeev, Vsevolod J.
author_sort Vorontsov, Ilya E.
collection PubMed
description BACKGROUND: Somatic mutations in cancer cells affect various genomic elements disrupting important cell functions. In particular, mutations in DNA binding sites recognized by transcription factors can alter regulator binding affinities and, consequently, expression of target genes. A number of promoter mutations have been linked with an increased risk of cancer. Cancer somatic mutations in binding sites of selected transcription factors have been found under positive selection. However, action and significance of negative selection in non-coding regions remain controversial. RESULTS: Here we present analysis of transcription factor binding motifs co-localized with non-coding variants. To avoid statistical bias we account for mutation signatures of different cancer types. For many transcription factors, including multiple members of FOX, HOX, and NR families, we show that human cancers accumulate fewer mutations than expected by chance that increase or decrease affinity of predicted binding sites. Such stability of binding motifs is even more exhibited in DNase accessible regions. CONCLUSIONS: Our data demonstrate negative selection against binding sites alterations and suggest that such selection pressure protects cancer cells from rewiring of regulatory circuits. Further analysis of transcription factors with conserved binding motifs can reveal cell regulatory pathways crucial for the survivability of various human cancers. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12864-016-2728-9) contains supplementary material, which is available to authorized users.
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spelling pubmed-49281572016-06-30 Negative selection maintains transcription factor binding motifs in human cancer Vorontsov, Ilya E. Khimulya, Grigory Lukianova, Elena N. Nikolaeva, Daria D. Eliseeva, Irina A. Kulakovskiy, Ivan V. Makeev, Vsevolod J. BMC Genomics Research Article BACKGROUND: Somatic mutations in cancer cells affect various genomic elements disrupting important cell functions. In particular, mutations in DNA binding sites recognized by transcription factors can alter regulator binding affinities and, consequently, expression of target genes. A number of promoter mutations have been linked with an increased risk of cancer. Cancer somatic mutations in binding sites of selected transcription factors have been found under positive selection. However, action and significance of negative selection in non-coding regions remain controversial. RESULTS: Here we present analysis of transcription factor binding motifs co-localized with non-coding variants. To avoid statistical bias we account for mutation signatures of different cancer types. For many transcription factors, including multiple members of FOX, HOX, and NR families, we show that human cancers accumulate fewer mutations than expected by chance that increase or decrease affinity of predicted binding sites. Such stability of binding motifs is even more exhibited in DNase accessible regions. CONCLUSIONS: Our data demonstrate negative selection against binding sites alterations and suggest that such selection pressure protects cancer cells from rewiring of regulatory circuits. Further analysis of transcription factors with conserved binding motifs can reveal cell regulatory pathways crucial for the survivability of various human cancers. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12864-016-2728-9) contains supplementary material, which is available to authorized users. BioMed Central 2016-06-23 /pmc/articles/PMC4928157/ /pubmed/27356864 http://dx.doi.org/10.1186/s12864-016-2728-9 Text en © Vorontsov et al. 2016 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
Vorontsov, Ilya E.
Khimulya, Grigory
Lukianova, Elena N.
Nikolaeva, Daria D.
Eliseeva, Irina A.
Kulakovskiy, Ivan V.
Makeev, Vsevolod J.
Negative selection maintains transcription factor binding motifs in human cancer
title Negative selection maintains transcription factor binding motifs in human cancer
title_full Negative selection maintains transcription factor binding motifs in human cancer
title_fullStr Negative selection maintains transcription factor binding motifs in human cancer
title_full_unstemmed Negative selection maintains transcription factor binding motifs in human cancer
title_short Negative selection maintains transcription factor binding motifs in human cancer
title_sort negative selection maintains transcription factor binding motifs in human cancer
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4928157/
https://www.ncbi.nlm.nih.gov/pubmed/27356864
http://dx.doi.org/10.1186/s12864-016-2728-9
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