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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...
Autores principales: | , , |
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Formato: | Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2010
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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. |
format | Text |
id | pubmed-2815664 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2010 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
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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