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Cis-regulatory mutations with driver hallmarks in major cancers

Despite the recent availability of complete genome sequences of tumors from thousands of patients, isolating disease-causing (driver) non-coding mutations from the plethora of somatic variants remains challenging, and only a handful of validated examples exist. By integrating whole-genome sequencing...

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Autores principales: Cheng, Zhongshan, Vermeulen, Michael, Rollins-Green, Micheal, DeVeale, Brian, Babak, Tomas
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7903341/
https://www.ncbi.nlm.nih.gov/pubmed/33665563
http://dx.doi.org/10.1016/j.isci.2021.102144
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author Cheng, Zhongshan
Vermeulen, Michael
Rollins-Green, Micheal
DeVeale, Brian
Babak, Tomas
author_facet Cheng, Zhongshan
Vermeulen, Michael
Rollins-Green, Micheal
DeVeale, Brian
Babak, Tomas
author_sort Cheng, Zhongshan
collection PubMed
description Despite the recent availability of complete genome sequences of tumors from thousands of patients, isolating disease-causing (driver) non-coding mutations from the plethora of somatic variants remains challenging, and only a handful of validated examples exist. By integrating whole-genome sequencing, genetic data, and allele-specific gene expression from TCGA, we identified 320 somatic non-coding mutations that affect gene expression in cis (FDR<0.25). These mutations cluster into 47 cis-regulatory elements that modulate expression of their subject genes through diverse molecular mechanisms. We further show that these mutations have hallmark features of non-coding drivers; namely, that they preferentially disrupt transcription factor binding motifs, are associated with a selective advantage, increased oncogene expression and decreased tumor suppressor expression.
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spelling pubmed-79033412021-03-03 Cis-regulatory mutations with driver hallmarks in major cancers Cheng, Zhongshan Vermeulen, Michael Rollins-Green, Micheal DeVeale, Brian Babak, Tomas iScience Article Despite the recent availability of complete genome sequences of tumors from thousands of patients, isolating disease-causing (driver) non-coding mutations from the plethora of somatic variants remains challenging, and only a handful of validated examples exist. By integrating whole-genome sequencing, genetic data, and allele-specific gene expression from TCGA, we identified 320 somatic non-coding mutations that affect gene expression in cis (FDR<0.25). These mutations cluster into 47 cis-regulatory elements that modulate expression of their subject genes through diverse molecular mechanisms. We further show that these mutations have hallmark features of non-coding drivers; namely, that they preferentially disrupt transcription factor binding motifs, are associated with a selective advantage, increased oncogene expression and decreased tumor suppressor expression. Elsevier 2021-02-04 /pmc/articles/PMC7903341/ /pubmed/33665563 http://dx.doi.org/10.1016/j.isci.2021.102144 Text en © 2021 The Author(s) http://creativecommons.org/licenses/by-nc-nd/4.0/ This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Article
Cheng, Zhongshan
Vermeulen, Michael
Rollins-Green, Micheal
DeVeale, Brian
Babak, Tomas
Cis-regulatory mutations with driver hallmarks in major cancers
title Cis-regulatory mutations with driver hallmarks in major cancers
title_full Cis-regulatory mutations with driver hallmarks in major cancers
title_fullStr Cis-regulatory mutations with driver hallmarks in major cancers
title_full_unstemmed Cis-regulatory mutations with driver hallmarks in major cancers
title_short Cis-regulatory mutations with driver hallmarks in major cancers
title_sort cis-regulatory mutations with driver hallmarks in major cancers
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7903341/
https://www.ncbi.nlm.nih.gov/pubmed/33665563
http://dx.doi.org/10.1016/j.isci.2021.102144
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