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Identifying DNase I hypersensitive sites as driver distal regulatory elements in breast cancer

Efforts to identify driver mutations in cancer have largely focused on genes, whereas non-coding sequences remain relatively unexplored. Here we develop a statistical method based on characteristics known to influence local mutation rate and a series of enrichment filters in order to identify distal...

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Autores principales: D′Antonio, Matteo, Weghorn, Donate, D′Antonio-Chronowska, Agnieszka, Coulet, Florence, Olson, Katrina M., DeBoever, Christopher, Drees, Frauke, Arias, Angelo, Alakus, Hakan, Richardson, Andrea L., Schwab, Richard B., Farley, Emma K., Sunyaev, Shamil R., Frazer, Kelly A
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5585396/
https://www.ncbi.nlm.nih.gov/pubmed/28874753
http://dx.doi.org/10.1038/s41467-017-00100-x
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author D′Antonio, Matteo
Weghorn, Donate
D′Antonio-Chronowska, Agnieszka
Coulet, Florence
Olson, Katrina M.
DeBoever, Christopher
Drees, Frauke
Arias, Angelo
Alakus, Hakan
Richardson, Andrea L.
Schwab, Richard B.
Farley, Emma K.
Sunyaev, Shamil R.
Frazer, Kelly A
author_facet D′Antonio, Matteo
Weghorn, Donate
D′Antonio-Chronowska, Agnieszka
Coulet, Florence
Olson, Katrina M.
DeBoever, Christopher
Drees, Frauke
Arias, Angelo
Alakus, Hakan
Richardson, Andrea L.
Schwab, Richard B.
Farley, Emma K.
Sunyaev, Shamil R.
Frazer, Kelly A
author_sort D′Antonio, Matteo
collection PubMed
description Efforts to identify driver mutations in cancer have largely focused on genes, whereas non-coding sequences remain relatively unexplored. Here we develop a statistical method based on characteristics known to influence local mutation rate and a series of enrichment filters in order to identify distal regulatory elements harboring putative driver mutations in breast cancer. We identify ten DNase I hypersensitive sites that are significantly mutated in breast cancers and associated with the aberrant expression of neighboring genes. A pan-cancer analysis shows that three of these elements are significantly mutated across multiple cancer types and have mutation densities similar to protein-coding driver genes. Functional characterization of the most highly mutated DNase I hypersensitive sites in breast cancer (using in silico and experimental approaches) confirms that they are regulatory elements and affect the expression of cancer genes. Our study suggests that mutations of regulatory elements in tumors likely play an important role in cancer development.
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spelling pubmed-55853962017-09-07 Identifying DNase I hypersensitive sites as driver distal regulatory elements in breast cancer D′Antonio, Matteo Weghorn, Donate D′Antonio-Chronowska, Agnieszka Coulet, Florence Olson, Katrina M. DeBoever, Christopher Drees, Frauke Arias, Angelo Alakus, Hakan Richardson, Andrea L. Schwab, Richard B. Farley, Emma K. Sunyaev, Shamil R. Frazer, Kelly A Nat Commun Article Efforts to identify driver mutations in cancer have largely focused on genes, whereas non-coding sequences remain relatively unexplored. Here we develop a statistical method based on characteristics known to influence local mutation rate and a series of enrichment filters in order to identify distal regulatory elements harboring putative driver mutations in breast cancer. We identify ten DNase I hypersensitive sites that are significantly mutated in breast cancers and associated with the aberrant expression of neighboring genes. A pan-cancer analysis shows that three of these elements are significantly mutated across multiple cancer types and have mutation densities similar to protein-coding driver genes. Functional characterization of the most highly mutated DNase I hypersensitive sites in breast cancer (using in silico and experimental approaches) confirms that they are regulatory elements and affect the expression of cancer genes. Our study suggests that mutations of regulatory elements in tumors likely play an important role in cancer development. Nature Publishing Group UK 2017-09-05 /pmc/articles/PMC5585396/ /pubmed/28874753 http://dx.doi.org/10.1038/s41467-017-00100-x Text en © The Author(s) 2017 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as 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 images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
D′Antonio, Matteo
Weghorn, Donate
D′Antonio-Chronowska, Agnieszka
Coulet, Florence
Olson, Katrina M.
DeBoever, Christopher
Drees, Frauke
Arias, Angelo
Alakus, Hakan
Richardson, Andrea L.
Schwab, Richard B.
Farley, Emma K.
Sunyaev, Shamil R.
Frazer, Kelly A
Identifying DNase I hypersensitive sites as driver distal regulatory elements in breast cancer
title Identifying DNase I hypersensitive sites as driver distal regulatory elements in breast cancer
title_full Identifying DNase I hypersensitive sites as driver distal regulatory elements in breast cancer
title_fullStr Identifying DNase I hypersensitive sites as driver distal regulatory elements in breast cancer
title_full_unstemmed Identifying DNase I hypersensitive sites as driver distal regulatory elements in breast cancer
title_short Identifying DNase I hypersensitive sites as driver distal regulatory elements in breast cancer
title_sort identifying dnase i hypersensitive sites as driver distal regulatory elements in breast cancer
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5585396/
https://www.ncbi.nlm.nih.gov/pubmed/28874753
http://dx.doi.org/10.1038/s41467-017-00100-x
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