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DR-Integrator: a new analytic tool for integrating DNA copy number and gene expression data

Summary: DNA copy number alterations (CNA) frequently underlie gene expression changes by increasing or decreasing gene dosage. However, only a subset of genes with altered dosage exhibit concordant changes in gene expression. This subset is likely to be enriched for oncogenes and tumor suppressor g...

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Detalles Bibliográficos
Autores principales: Salari, Keyan, Tibshirani, Robert, Pollack, Jonathan R.
Formato: Texto
Lenguaje:English
Publicado: Oxford University Press 2010
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2815664/
https://www.ncbi.nlm.nih.gov/pubmed/20031972
http://dx.doi.org/10.1093/bioinformatics/btp702
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author Salari, Keyan
Tibshirani, Robert
Pollack, Jonathan R.
author_facet Salari, Keyan
Tibshirani, Robert
Pollack, Jonathan R.
author_sort Salari, Keyan
collection PubMed
description Summary: DNA copy number alterations (CNA) frequently underlie gene expression changes by increasing or decreasing gene dosage. However, only a subset of genes with altered dosage exhibit concordant changes in gene expression. This subset is likely to be enriched for oncogenes and tumor suppressor genes, and can be identified by integrating these two layers of genome-scale data. We introduce DNA/RNA-Integrator (DR-Integrator), a statistical software tool to perform integrative analyses on paired DNA copy number and gene expression data. DR-Integrator identifies genes with significant correlations between DNA copy number and gene expression, and implements a supervised analysis that captures genes with significant alterations in both DNA copy number and gene expression between two sample classes. Availability: DR-Integrator is freely available for non-commercial use from the Pollack Lab at http://pollacklab.stanford.edu/ and can be downloaded as a plug-in application to Microsoft Excel and as a package for the R statistical computing environment. The R package is available under the name ‘DRI’ at http://cran.r-project.org/. An example analysis using DR-Integrator is included as supplemental material. Contact: ksalari@stanford.edu; pollack1@stanford.edu Supplementary information: Supplementary data are available at Bioinformatics online.
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spelling pubmed-28156642010-02-03 DR-Integrator: a new analytic tool for integrating DNA copy number and gene expression data Salari, Keyan Tibshirani, Robert Pollack, Jonathan R. Bioinformatics Application Notes Summary: DNA copy number alterations (CNA) frequently underlie gene expression changes by increasing or decreasing gene dosage. However, only a subset of genes with altered dosage exhibit concordant changes in gene expression. This subset is likely to be enriched for oncogenes and tumor suppressor genes, and can be identified by integrating these two layers of genome-scale data. We introduce DNA/RNA-Integrator (DR-Integrator), a statistical software tool to perform integrative analyses on paired DNA copy number and gene expression data. DR-Integrator identifies genes with significant correlations between DNA copy number and gene expression, and implements a supervised analysis that captures genes with significant alterations in both DNA copy number and gene expression between two sample classes. Availability: DR-Integrator is freely available for non-commercial use from the Pollack Lab at http://pollacklab.stanford.edu/ and can be downloaded as a plug-in application to Microsoft Excel and as a package for the R statistical computing environment. The R package is available under the name ‘DRI’ at http://cran.r-project.org/. An example analysis using DR-Integrator is included as supplemental material. Contact: ksalari@stanford.edu; pollack1@stanford.edu Supplementary information: Supplementary data are available at Bioinformatics online. Oxford University Press 2010-02-01 2009-12-22 /pmc/articles/PMC2815664/ /pubmed/20031972 http://dx.doi.org/10.1093/bioinformatics/btp702 Text en © The Author(s) 2009. Published by Oxford University Press. http://creativecommons.org/licenses/by-nc/2.0/uk/ This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/2.5) which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Application Notes
Salari, Keyan
Tibshirani, Robert
Pollack, Jonathan R.
DR-Integrator: a new analytic tool for integrating DNA copy number and gene expression data
title DR-Integrator: a new analytic tool for integrating DNA copy number and gene expression data
title_full DR-Integrator: a new analytic tool for integrating DNA copy number and gene expression data
title_fullStr DR-Integrator: a new analytic tool for integrating DNA copy number and gene expression data
title_full_unstemmed DR-Integrator: a new analytic tool for integrating DNA copy number and gene expression data
title_short DR-Integrator: a new analytic tool for integrating DNA copy number and gene expression data
title_sort dr-integrator: a new analytic tool for integrating dna copy number and gene expression data
topic Application Notes
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2815664/
https://www.ncbi.nlm.nih.gov/pubmed/20031972
http://dx.doi.org/10.1093/bioinformatics/btp702
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