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Open AccessJournal ArticleDOI

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

TLDR
An integrated genomic strategy based on the use of gene expression signatures of oncogenic pathway activity as a framework to analyze DNA copy number alterations in combination with data from a genome-wide RNA-mediated interference screen to identify therapeutic targets within amplicons through an integrated use of genomic data sets.
Abstract
Elucidating the molecular drivers of human breast cancers requires a strategy that is 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 RNA-mediated interference screen. We identify specific DNA amplifications and essential genes within these amplicons representing key genetic drivers, including known and new 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. This general strategy has the potential to identify therapeutic targets within amplicons through an integrated use of genomic data sets.

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Journal ArticleDOI

Comprehensive Molecular Portraits of Invasive Lobular Breast Cancer.

Giovanni Ciriello, +141 more
- 08 Oct 2015 - 
TL;DR: This multidimensional molecular atlas sheds new light on the genetic bases of ILC and provides potential clinical options, suggesting differential modulation of ER activity in I LC and IDC.
Journal ArticleDOI

Context is everything: aneuploidy in cancer

TL;DR: The context dependency of aneuploidy in cancer is explained and its clinical potential is discussed, which may have clinical relevance as a prognostic marker and as a potential therapeutic target.
Journal ArticleDOI

Perturbation-response genes reveal signaling footprints in cancer gene expression.

TL;DR: Results show that PROGENy accurately infers pathway activity from gene expression in a wide range of conditions, and can recover the effect of known driver mutations, provide or improve strong markers for drug indications, and distinguish between oncogenic and tumor suppressor pathways for patient survival.
Journal ArticleDOI

Fatty acid oxidation and carnitine palmitoyltransferase I: emerging therapeutic targets in cancer

TL;DR: Theoretical basis for this enzyme as an emerging potential molecular target in cancer therapeutic intervention is provided and current understanding of FAO and CPTI in cancer is updated.
Journal ArticleDOI

Fatty acid oxidation: An emerging facet of metabolic transformation in cancer

TL;DR: Current understanding of multi-faceted roles of FAO in oncogenesis as well as anti-cancer therapeutic opportunities posed by the FAO pathway are reviewed and put into context.
References
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Journal ArticleDOI

Molecular portraits of human breast tumours

TL;DR: Variation in gene expression patterns in a set of 65 surgical specimens of human breast tumours from 42 different individuals were characterized using complementary DNA microarrays representing 8,102 human genes, providing a distinctive molecular portrait of each tumour.
Journal ArticleDOI

Gene expression profiling predicts clinical outcome of breast cancer

TL;DR: DNA microarray analysis on primary breast tumours of 117 young patients is used and supervised classification is applied to identify a gene expression signature strongly predictive of a short interval to distant metastases (‘poor prognosis’ signature) in patients without tumour cells in local lymph nodes at diagnosis, providing a strategy to select patients who would benefit from adjuvant therapy.
Journal ArticleDOI

Comprehensive molecular portraits of human breast tumours

Daniel C. Koboldt, +355 more
- 04 Oct 2012 - 
TL;DR: The ability to integrate information across platforms provided key insights into previously defined gene expression subtypes and demonstrated the existence of four main breast cancer classes when combining data from five platforms, each of which shows significant molecular heterogeneity.
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Comprehensive molecular portraits of human breast tumours

Daniel C. Koboldt, +355 more
- 04 Oct 2012 -