Cargando…

A global transcriptional network connecting noncoding mutations to changes in tumor gene expression

Although cancer genomes are replete with noncoding mutations, the effects of these mutations remain poorly characterized. Here we perform an integrative analysis of 930 tumor whole genomes and matched transcriptomes, identifying a network of 193 noncoding loci in which mutations disrupt target gene...

Descripción completa

Detalles Bibliográficos
Autores principales: Zhang, Wei, Bojorquez-Gomez, Ana, Velez, Daniel Ortiz, Xu, Guorong, Sanchez, Kyle S., Shen, John Paul, Chen, Kevin, Licon, Katherine, Melton, Collin, Olson, Katrina M., Yu, Michael Ku, Huang, Justin K., Carter, Hannah, Farley, Emma K., Snyder, Michael, Fraley, Stephanie I., Kreisberg, Jason F., Ideker, Trey
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5893414/
https://www.ncbi.nlm.nih.gov/pubmed/29610481
http://dx.doi.org/10.1038/s41588-018-0091-2
_version_ 1783313300326449152
author Zhang, Wei
Bojorquez-Gomez, Ana
Velez, Daniel Ortiz
Xu, Guorong
Sanchez, Kyle S.
Shen, John Paul
Chen, Kevin
Licon, Katherine
Melton, Collin
Olson, Katrina M.
Yu, Michael Ku
Huang, Justin K.
Carter, Hannah
Farley, Emma K.
Snyder, Michael
Fraley, Stephanie I.
Kreisberg, Jason F.
Ideker, Trey
author_facet Zhang, Wei
Bojorquez-Gomez, Ana
Velez, Daniel Ortiz
Xu, Guorong
Sanchez, Kyle S.
Shen, John Paul
Chen, Kevin
Licon, Katherine
Melton, Collin
Olson, Katrina M.
Yu, Michael Ku
Huang, Justin K.
Carter, Hannah
Farley, Emma K.
Snyder, Michael
Fraley, Stephanie I.
Kreisberg, Jason F.
Ideker, Trey
author_sort Zhang, Wei
collection PubMed
description Although cancer genomes are replete with noncoding mutations, the effects of these mutations remain poorly characterized. Here we perform an integrative analysis of 930 tumor whole genomes and matched transcriptomes, identifying a network of 193 noncoding loci in which mutations disrupt target gene expression. These “somatic eQTLs” (expression Quantitative Trait Loci) are frequently mutated in specific cancer tissues, and the majority can be validated in an independent cohort of 3,382 tumors. Among these, we find that the effects of noncoding mutations on DAAM1, MTG2 and HYI transcription are recapitulated in multiple cancer cell lines, and that increasing DAAM1 expression leads to invasive cell migration. Collectively the noncoding loci converge on a set of core pathways, permitting a classification of tumors into pathway-based subtypes. The somatic eQTL network is disrupted in 88% of tumors, suggesting widespread impact of noncoding mutations in cancer.
format Online
Article
Text
id pubmed-5893414
institution National Center for Biotechnology Information
language English
publishDate 2018
record_format MEDLINE/PubMed
spelling pubmed-58934142018-10-02 A global transcriptional network connecting noncoding mutations to changes in tumor gene expression Zhang, Wei Bojorquez-Gomez, Ana Velez, Daniel Ortiz Xu, Guorong Sanchez, Kyle S. Shen, John Paul Chen, Kevin Licon, Katherine Melton, Collin Olson, Katrina M. Yu, Michael Ku Huang, Justin K. Carter, Hannah Farley, Emma K. Snyder, Michael Fraley, Stephanie I. Kreisberg, Jason F. Ideker, Trey Nat Genet Article Although cancer genomes are replete with noncoding mutations, the effects of these mutations remain poorly characterized. Here we perform an integrative analysis of 930 tumor whole genomes and matched transcriptomes, identifying a network of 193 noncoding loci in which mutations disrupt target gene expression. These “somatic eQTLs” (expression Quantitative Trait Loci) are frequently mutated in specific cancer tissues, and the majority can be validated in an independent cohort of 3,382 tumors. Among these, we find that the effects of noncoding mutations on DAAM1, MTG2 and HYI transcription are recapitulated in multiple cancer cell lines, and that increasing DAAM1 expression leads to invasive cell migration. Collectively the noncoding loci converge on a set of core pathways, permitting a classification of tumors into pathway-based subtypes. The somatic eQTL network is disrupted in 88% of tumors, suggesting widespread impact of noncoding mutations in cancer. 2018-04-02 2018-04 /pmc/articles/PMC5893414/ /pubmed/29610481 http://dx.doi.org/10.1038/s41588-018-0091-2 Text en Users may view, print, copy, and download text and data-mine the content in such documents, for the purposes of academic research, subject always to the full Conditions of use: http://www.nature.com/authors/editorial_policies/license.html#terms
spellingShingle Article
Zhang, Wei
Bojorquez-Gomez, Ana
Velez, Daniel Ortiz
Xu, Guorong
Sanchez, Kyle S.
Shen, John Paul
Chen, Kevin
Licon, Katherine
Melton, Collin
Olson, Katrina M.
Yu, Michael Ku
Huang, Justin K.
Carter, Hannah
Farley, Emma K.
Snyder, Michael
Fraley, Stephanie I.
Kreisberg, Jason F.
Ideker, Trey
A global transcriptional network connecting noncoding mutations to changes in tumor gene expression
title A global transcriptional network connecting noncoding mutations to changes in tumor gene expression
title_full A global transcriptional network connecting noncoding mutations to changes in tumor gene expression
title_fullStr A global transcriptional network connecting noncoding mutations to changes in tumor gene expression
title_full_unstemmed A global transcriptional network connecting noncoding mutations to changes in tumor gene expression
title_short A global transcriptional network connecting noncoding mutations to changes in tumor gene expression
title_sort global transcriptional network connecting noncoding mutations to changes in tumor gene expression
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5893414/
https://www.ncbi.nlm.nih.gov/pubmed/29610481
http://dx.doi.org/10.1038/s41588-018-0091-2
work_keys_str_mv AT zhangwei aglobaltranscriptionalnetworkconnectingnoncodingmutationstochangesintumorgeneexpression
AT bojorquezgomezana aglobaltranscriptionalnetworkconnectingnoncodingmutationstochangesintumorgeneexpression
AT velezdanielortiz aglobaltranscriptionalnetworkconnectingnoncodingmutationstochangesintumorgeneexpression
AT xuguorong aglobaltranscriptionalnetworkconnectingnoncodingmutationstochangesintumorgeneexpression
AT sanchezkyles aglobaltranscriptionalnetworkconnectingnoncodingmutationstochangesintumorgeneexpression
AT shenjohnpaul aglobaltranscriptionalnetworkconnectingnoncodingmutationstochangesintumorgeneexpression
AT chenkevin aglobaltranscriptionalnetworkconnectingnoncodingmutationstochangesintumorgeneexpression
AT liconkatherine aglobaltranscriptionalnetworkconnectingnoncodingmutationstochangesintumorgeneexpression
AT meltoncollin aglobaltranscriptionalnetworkconnectingnoncodingmutationstochangesintumorgeneexpression
AT olsonkatrinam aglobaltranscriptionalnetworkconnectingnoncodingmutationstochangesintumorgeneexpression
AT yumichaelku aglobaltranscriptionalnetworkconnectingnoncodingmutationstochangesintumorgeneexpression
AT huangjustink aglobaltranscriptionalnetworkconnectingnoncodingmutationstochangesintumorgeneexpression
AT carterhannah aglobaltranscriptionalnetworkconnectingnoncodingmutationstochangesintumorgeneexpression
AT farleyemmak aglobaltranscriptionalnetworkconnectingnoncodingmutationstochangesintumorgeneexpression
AT snydermichael aglobaltranscriptionalnetworkconnectingnoncodingmutationstochangesintumorgeneexpression
AT fraleystephaniei aglobaltranscriptionalnetworkconnectingnoncodingmutationstochangesintumorgeneexpression
AT kreisbergjasonf aglobaltranscriptionalnetworkconnectingnoncodingmutationstochangesintumorgeneexpression
AT idekertrey aglobaltranscriptionalnetworkconnectingnoncodingmutationstochangesintumorgeneexpression
AT zhangwei globaltranscriptionalnetworkconnectingnoncodingmutationstochangesintumorgeneexpression
AT bojorquezgomezana globaltranscriptionalnetworkconnectingnoncodingmutationstochangesintumorgeneexpression
AT velezdanielortiz globaltranscriptionalnetworkconnectingnoncodingmutationstochangesintumorgeneexpression
AT xuguorong globaltranscriptionalnetworkconnectingnoncodingmutationstochangesintumorgeneexpression
AT sanchezkyles globaltranscriptionalnetworkconnectingnoncodingmutationstochangesintumorgeneexpression
AT shenjohnpaul globaltranscriptionalnetworkconnectingnoncodingmutationstochangesintumorgeneexpression
AT chenkevin globaltranscriptionalnetworkconnectingnoncodingmutationstochangesintumorgeneexpression
AT liconkatherine globaltranscriptionalnetworkconnectingnoncodingmutationstochangesintumorgeneexpression
AT meltoncollin globaltranscriptionalnetworkconnectingnoncodingmutationstochangesintumorgeneexpression
AT olsonkatrinam globaltranscriptionalnetworkconnectingnoncodingmutationstochangesintumorgeneexpression
AT yumichaelku globaltranscriptionalnetworkconnectingnoncodingmutationstochangesintumorgeneexpression
AT huangjustink globaltranscriptionalnetworkconnectingnoncodingmutationstochangesintumorgeneexpression
AT carterhannah globaltranscriptionalnetworkconnectingnoncodingmutationstochangesintumorgeneexpression
AT farleyemmak globaltranscriptionalnetworkconnectingnoncodingmutationstochangesintumorgeneexpression
AT snydermichael globaltranscriptionalnetworkconnectingnoncodingmutationstochangesintumorgeneexpression
AT fraleystephaniei globaltranscriptionalnetworkconnectingnoncodingmutationstochangesintumorgeneexpression
AT kreisbergjasonf globaltranscriptionalnetworkconnectingnoncodingmutationstochangesintumorgeneexpression
AT idekertrey globaltranscriptionalnetworkconnectingnoncodingmutationstochangesintumorgeneexpression