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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...
Autores principales: | , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
2018
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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 |
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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 |
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