Cargando…

AnovArray: a set of SAS macros for the analysis of variance of gene expression data

BACKGROUND: Analysis of variance is a powerful approach to identify differentially expressed genes in a complex experimental design for microarray and macroarray data. The advantage of the anova model is the possibility to evaluate multiple sources of variation in an experiment. RESULTS: AnovArray i...

Descripción completa

Detalles Bibliográficos
Autores principales: Hennequet-Antier, Christelle, Chiapello, Hélène, Piot, Karine, Degrelle, Séverine, Hue, Isabelle, Renard, Jean-Paul, Rodolphe, François, Robin, Stéphane
Formato: Texto
Lenguaje:English
Publicado: BioMed Central 2005
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1177927/
https://www.ncbi.nlm.nih.gov/pubmed/15960854
http://dx.doi.org/10.1186/1471-2105-6-150
_version_ 1782124567605542912
author Hennequet-Antier, Christelle
Chiapello, Hélène
Piot, Karine
Degrelle, Séverine
Hue, Isabelle
Renard, Jean-Paul
Rodolphe, François
Robin, Stéphane
author_facet Hennequet-Antier, Christelle
Chiapello, Hélène
Piot, Karine
Degrelle, Séverine
Hue, Isabelle
Renard, Jean-Paul
Rodolphe, François
Robin, Stéphane
author_sort Hennequet-Antier, Christelle
collection PubMed
description BACKGROUND: Analysis of variance is a powerful approach to identify differentially expressed genes in a complex experimental design for microarray and macroarray data. The advantage of the anova model is the possibility to evaluate multiple sources of variation in an experiment. RESULTS: AnovArray is a package implementing ANOVA for gene expression data using SAS(® )statistical software. The originality of the package is 1) to quantify the different sources of variation on all genes together, 2) to provide a quality control of the model, 3) to propose two models for a gene's variance estimation and to perform a correction for multiple comparisons. CONCLUSION: AnovArray is freely available at and requires only SAS(® )statistical software.
format Text
id pubmed-1177927
institution National Center for Biotechnology Information
language English
publishDate 2005
publisher BioMed Central
record_format MEDLINE/PubMed
spelling pubmed-11779272005-07-21 AnovArray: a set of SAS macros for the analysis of variance of gene expression data Hennequet-Antier, Christelle Chiapello, Hélène Piot, Karine Degrelle, Séverine Hue, Isabelle Renard, Jean-Paul Rodolphe, François Robin, Stéphane BMC Bioinformatics Software BACKGROUND: Analysis of variance is a powerful approach to identify differentially expressed genes in a complex experimental design for microarray and macroarray data. The advantage of the anova model is the possibility to evaluate multiple sources of variation in an experiment. RESULTS: AnovArray is a package implementing ANOVA for gene expression data using SAS(® )statistical software. The originality of the package is 1) to quantify the different sources of variation on all genes together, 2) to provide a quality control of the model, 3) to propose two models for a gene's variance estimation and to perform a correction for multiple comparisons. CONCLUSION: AnovArray is freely available at and requires only SAS(® )statistical software. BioMed Central 2005-06-16 /pmc/articles/PMC1177927/ /pubmed/15960854 http://dx.doi.org/10.1186/1471-2105-6-150 Text en Copyright © 2005 Hennequet-Antier et al; licensee BioMed Central Ltd. http://creativecommons.org/licenses/by/2.0 This is an Open Access article distributed under the terms of the Creative Commons Attribution License ( (http://creativecommons.org/licenses/by/2.0) ), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Software
Hennequet-Antier, Christelle
Chiapello, Hélène
Piot, Karine
Degrelle, Séverine
Hue, Isabelle
Renard, Jean-Paul
Rodolphe, François
Robin, Stéphane
AnovArray: a set of SAS macros for the analysis of variance of gene expression data
title AnovArray: a set of SAS macros for the analysis of variance of gene expression data
title_full AnovArray: a set of SAS macros for the analysis of variance of gene expression data
title_fullStr AnovArray: a set of SAS macros for the analysis of variance of gene expression data
title_full_unstemmed AnovArray: a set of SAS macros for the analysis of variance of gene expression data
title_short AnovArray: a set of SAS macros for the analysis of variance of gene expression data
title_sort anovarray: a set of sas macros for the analysis of variance of gene expression data
topic Software
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1177927/
https://www.ncbi.nlm.nih.gov/pubmed/15960854
http://dx.doi.org/10.1186/1471-2105-6-150
work_keys_str_mv AT hennequetantierchristelle anovarrayasetofsasmacrosfortheanalysisofvarianceofgeneexpressiondata
AT chiapellohelene anovarrayasetofsasmacrosfortheanalysisofvarianceofgeneexpressiondata
AT piotkarine anovarrayasetofsasmacrosfortheanalysisofvarianceofgeneexpressiondata
AT degrelleseverine anovarrayasetofsasmacrosfortheanalysisofvarianceofgeneexpressiondata
AT hueisabelle anovarrayasetofsasmacrosfortheanalysisofvarianceofgeneexpressiondata
AT renardjeanpaul anovarrayasetofsasmacrosfortheanalysisofvarianceofgeneexpressiondata
AT rodolphefrancois anovarrayasetofsasmacrosfortheanalysisofvarianceofgeneexpressiondata
AT robinstephane anovarrayasetofsasmacrosfortheanalysisofvarianceofgeneexpressiondata