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An integrated genomics approach identifies drivers of proliferation in luminal subtype human breast cancer

Elucidating the molecular drivers of human breast cancers requires a strategy capable of integrating multiple forms of data and an ability to interpret the functional consequences of a given genetic aberration. Here we present an integrated genomic strategy based on the use of gene expression signat...

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Autores principales: Gatza, Michael L., Silva, Grace O., Parker, Joel S., Fan, Cheng, Perou, Charles M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4300117/
https://www.ncbi.nlm.nih.gov/pubmed/25151356
http://dx.doi.org/10.1038/ng.3073
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author Gatza, Michael L.
Silva, Grace O.
Parker, Joel S.
Fan, Cheng
Perou, Charles M.
author_facet Gatza, Michael L.
Silva, Grace O.
Parker, Joel S.
Fan, Cheng
Perou, Charles M.
author_sort Gatza, Michael L.
collection PubMed
description Elucidating the molecular drivers of human breast cancers requires a strategy capable of integrating multiple forms of data and an ability to interpret the functional consequences of a given genetic aberration. Here we present an integrated genomic strategy based on the use of gene expression signatures of oncogenic pathway activity (n=52) as a framework to analyze DNA copy number alterations in combination with data from a genome-wide RNAi screen. We identify specific DNA amplifications, and importantly, essential genes within these amplicons representing key genetic drivers, including known and novel regulators of oncogenesis. The genes identified include eight that are essential for cell proliferation (FGD5, METTL6, CPT1A, DTX3, MRPS23, EIF2S2, EIF6 and SLC2A10) and are uniquely amplified in patients with highly proliferative luminal breast tumors, a clinical subset of patients for which few therapeutic options are effective. Our results demonstrate that this general strategy has the potential to identify putative therapeutic targets within amplicons through an integrated use of genetic, genomic, and genome-wide RNAi data sets.
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spelling pubmed-43001172015-04-01 An integrated genomics approach identifies drivers of proliferation in luminal subtype human breast cancer Gatza, Michael L. Silva, Grace O. Parker, Joel S. Fan, Cheng Perou, Charles M. Nat Genet Article Elucidating the molecular drivers of human breast cancers requires a strategy capable of integrating multiple forms of data and an ability to interpret the functional consequences of a given genetic aberration. Here we present an integrated genomic strategy based on the use of gene expression signatures of oncogenic pathway activity (n=52) as a framework to analyze DNA copy number alterations in combination with data from a genome-wide RNAi screen. We identify specific DNA amplifications, and importantly, essential genes within these amplicons representing key genetic drivers, including known and novel regulators of oncogenesis. The genes identified include eight that are essential for cell proliferation (FGD5, METTL6, CPT1A, DTX3, MRPS23, EIF2S2, EIF6 and SLC2A10) and are uniquely amplified in patients with highly proliferative luminal breast tumors, a clinical subset of patients for which few therapeutic options are effective. Our results demonstrate that this general strategy has the potential to identify putative therapeutic targets within amplicons through an integrated use of genetic, genomic, and genome-wide RNAi data sets. 2014-08-24 2014-10 /pmc/articles/PMC4300117/ /pubmed/25151356 http://dx.doi.org/10.1038/ng.3073 Text en http://www.nature.com/authors/editorial_policies/license.html#terms 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
Gatza, Michael L.
Silva, Grace O.
Parker, Joel S.
Fan, Cheng
Perou, Charles M.
An integrated genomics approach identifies drivers of proliferation in luminal subtype human breast cancer
title An integrated genomics approach identifies drivers of proliferation in luminal subtype human breast cancer
title_full An integrated genomics approach identifies drivers of proliferation in luminal subtype human breast cancer
title_fullStr An integrated genomics approach identifies drivers of proliferation in luminal subtype human breast cancer
title_full_unstemmed An integrated genomics approach identifies drivers of proliferation in luminal subtype human breast cancer
title_short An integrated genomics approach identifies drivers of proliferation in luminal subtype human breast cancer
title_sort integrated genomics approach identifies drivers of proliferation in luminal subtype human breast cancer
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4300117/
https://www.ncbi.nlm.nih.gov/pubmed/25151356
http://dx.doi.org/10.1038/ng.3073
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