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Arabidopsis Coexpression Tool: a tool for gene coexpression analysis in Arabidopsis thaliana

Gene coexpression analysis refers to the discovery of sets of genes which exhibit similar expression patterns across multiple transcriptomic data sets, such as microarray experiment data of public repositories. Arabidopsis Coexpression Tool (ACT), a gene coexpression analysis web tool for Arabidopsi...

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Autores principales: Zogopoulos, Vasileios L., Saxami, Georgia, Malatras, Apostolos, Angelopoulou, Antonia, Jen, Chih-Hung, Duddy, William J., Daras, Gerasimos, Hatzopoulos, Polydefkis, Westhead, David R., Michalopoulos, Ioannis
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8334378/
https://www.ncbi.nlm.nih.gov/pubmed/34381973
http://dx.doi.org/10.1016/j.isci.2021.102848
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author Zogopoulos, Vasileios L.
Saxami, Georgia
Malatras, Apostolos
Angelopoulou, Antonia
Jen, Chih-Hung
Duddy, William J.
Daras, Gerasimos
Hatzopoulos, Polydefkis
Westhead, David R.
Michalopoulos, Ioannis
author_facet Zogopoulos, Vasileios L.
Saxami, Georgia
Malatras, Apostolos
Angelopoulou, Antonia
Jen, Chih-Hung
Duddy, William J.
Daras, Gerasimos
Hatzopoulos, Polydefkis
Westhead, David R.
Michalopoulos, Ioannis
author_sort Zogopoulos, Vasileios L.
collection PubMed
description Gene coexpression analysis refers to the discovery of sets of genes which exhibit similar expression patterns across multiple transcriptomic data sets, such as microarray experiment data of public repositories. Arabidopsis Coexpression Tool (ACT), a gene coexpression analysis web tool for Arabidopsis thaliana, identifies genes which are correlated to a driver gene. Primary microarray data from ATH1 Affymetrix platform were processed with Single-Channel Array Normalization algorithm and combined to produce a coexpression tree which contains ∼21,000 A. thaliana genes. ACT was developed to present subclades of coexpressed genes, as well as to perform gene set enrichment analysis, being unique in revealing enriched transcription factors targeting coexpressed genes. ACT offers a simple and user-friendly interface producing working hypotheses which can be experimentally verified for the discovery of gene partnership, pathway membership, and transcriptional regulation. ACT analyses have been successful in identifying not only genes with coordinated ubiquitous expressions but also genes with tissue-specific expressions.
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spelling pubmed-83343782021-08-10 Arabidopsis Coexpression Tool: a tool for gene coexpression analysis in Arabidopsis thaliana Zogopoulos, Vasileios L. Saxami, Georgia Malatras, Apostolos Angelopoulou, Antonia Jen, Chih-Hung Duddy, William J. Daras, Gerasimos Hatzopoulos, Polydefkis Westhead, David R. Michalopoulos, Ioannis iScience Article Gene coexpression analysis refers to the discovery of sets of genes which exhibit similar expression patterns across multiple transcriptomic data sets, such as microarray experiment data of public repositories. Arabidopsis Coexpression Tool (ACT), a gene coexpression analysis web tool for Arabidopsis thaliana, identifies genes which are correlated to a driver gene. Primary microarray data from ATH1 Affymetrix platform were processed with Single-Channel Array Normalization algorithm and combined to produce a coexpression tree which contains ∼21,000 A. thaliana genes. ACT was developed to present subclades of coexpressed genes, as well as to perform gene set enrichment analysis, being unique in revealing enriched transcription factors targeting coexpressed genes. ACT offers a simple and user-friendly interface producing working hypotheses which can be experimentally verified for the discovery of gene partnership, pathway membership, and transcriptional regulation. ACT analyses have been successful in identifying not only genes with coordinated ubiquitous expressions but also genes with tissue-specific expressions. Elsevier 2021-07-10 /pmc/articles/PMC8334378/ /pubmed/34381973 http://dx.doi.org/10.1016/j.isci.2021.102848 Text en © 2021 The Authors https://creativecommons.org/licenses/by/4.0/This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Zogopoulos, Vasileios L.
Saxami, Georgia
Malatras, Apostolos
Angelopoulou, Antonia
Jen, Chih-Hung
Duddy, William J.
Daras, Gerasimos
Hatzopoulos, Polydefkis
Westhead, David R.
Michalopoulos, Ioannis
Arabidopsis Coexpression Tool: a tool for gene coexpression analysis in Arabidopsis thaliana
title Arabidopsis Coexpression Tool: a tool for gene coexpression analysis in Arabidopsis thaliana
title_full Arabidopsis Coexpression Tool: a tool for gene coexpression analysis in Arabidopsis thaliana
title_fullStr Arabidopsis Coexpression Tool: a tool for gene coexpression analysis in Arabidopsis thaliana
title_full_unstemmed Arabidopsis Coexpression Tool: a tool for gene coexpression analysis in Arabidopsis thaliana
title_short Arabidopsis Coexpression Tool: a tool for gene coexpression analysis in Arabidopsis thaliana
title_sort arabidopsis coexpression tool: a tool for gene coexpression analysis in arabidopsis thaliana
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8334378/
https://www.ncbi.nlm.nih.gov/pubmed/34381973
http://dx.doi.org/10.1016/j.isci.2021.102848
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