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Development, Characterization and Experimental Validation of a Cultivated Sunflower (Helianthus annuus L.) Gene Expression Oligonucleotide Microarray

Oligonucleotide-based microarrays with accurate gene coverage represent a key strategy for transcriptional studies in orphan species such as sunflower, H. annuus L., which lacks full genome sequences. The goal of this study was the development and functional annotation of a comprehensive sunflower u...

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Autores principales: Fernandez, Paula, Soria, Marcelo, Blesa, David, DiRienzo, Julio, Moschen, Sebastian, Rivarola, Maximo, Clavijo, Bernardo Jose, Gonzalez, Sergio, Peluffo, Lucila, Príncipi, Dario, Dosio, Guillermo, Aguirrezabal, Luis, García-García, Francisco, Conesa, Ana, Hopp, Esteban, Dopazo, Joaquín, Heinz, Ruth Amelia, Paniego, Norma
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2012
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3482228/
https://www.ncbi.nlm.nih.gov/pubmed/23110046
http://dx.doi.org/10.1371/journal.pone.0045899
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author Fernandez, Paula
Soria, Marcelo
Blesa, David
DiRienzo, Julio
Moschen, Sebastian
Rivarola, Maximo
Clavijo, Bernardo Jose
Gonzalez, Sergio
Peluffo, Lucila
Príncipi, Dario
Dosio, Guillermo
Aguirrezabal, Luis
García-García, Francisco
Conesa, Ana
Hopp, Esteban
Dopazo, Joaquín
Heinz, Ruth Amelia
Paniego, Norma
author_facet Fernandez, Paula
Soria, Marcelo
Blesa, David
DiRienzo, Julio
Moschen, Sebastian
Rivarola, Maximo
Clavijo, Bernardo Jose
Gonzalez, Sergio
Peluffo, Lucila
Príncipi, Dario
Dosio, Guillermo
Aguirrezabal, Luis
García-García, Francisco
Conesa, Ana
Hopp, Esteban
Dopazo, Joaquín
Heinz, Ruth Amelia
Paniego, Norma
author_sort Fernandez, Paula
collection PubMed
description Oligonucleotide-based microarrays with accurate gene coverage represent a key strategy for transcriptional studies in orphan species such as sunflower, H. annuus L., which lacks full genome sequences. The goal of this study was the development and functional annotation of a comprehensive sunflower unigene collection and the design and validation of a custom sunflower oligonucleotide-based microarray. A large scale EST (>130,000 ESTs) curation, assembly and sequence annotation was performed using Blast2GO (www.blast2go.de). The EST assembly comprises 41,013 putative transcripts (12,924 contigs and 28,089 singletons). The resulting Sunflower Unigen Resource (SUR version 1.0) was used to design an oligonucleotide-based Agilent microarray for cultivated sunflower. This microarray includes a total of 42,326 features: 1,417 Agilent controls, 74 control probes for sunflower replicated 10 times (740 controls) and 40,169 different non-control probes. Microarray performance was validated using a model experiment examining the induction of senescence by water deficit. Pre-processing and differential expression analysis of Agilent microarrays was performed using the Bioconductor limma package. The analyses based on p-values calculated by eBayes (p<0.01) allowed the detection of 558 differentially expressed genes between water stress and control conditions; from these, ten genes were further validated by qPCR. Over-represented ontologies were identified using FatiScan in the Babelomics suite. This work generated a curated and trustable sunflower unigene collection, and a custom, validated sunflower oligonucleotide-based microarray using Agilent technology. Both the curated unigene collection and the validated oligonucleotide microarray provide key resources for sunflower genome analysis, transcriptional studies, and molecular breeding for crop improvement.
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spelling pubmed-34822282012-10-29 Development, Characterization and Experimental Validation of a Cultivated Sunflower (Helianthus annuus L.) Gene Expression Oligonucleotide Microarray Fernandez, Paula Soria, Marcelo Blesa, David DiRienzo, Julio Moschen, Sebastian Rivarola, Maximo Clavijo, Bernardo Jose Gonzalez, Sergio Peluffo, Lucila Príncipi, Dario Dosio, Guillermo Aguirrezabal, Luis García-García, Francisco Conesa, Ana Hopp, Esteban Dopazo, Joaquín Heinz, Ruth Amelia Paniego, Norma PLoS One Research Article Oligonucleotide-based microarrays with accurate gene coverage represent a key strategy for transcriptional studies in orphan species such as sunflower, H. annuus L., which lacks full genome sequences. The goal of this study was the development and functional annotation of a comprehensive sunflower unigene collection and the design and validation of a custom sunflower oligonucleotide-based microarray. A large scale EST (>130,000 ESTs) curation, assembly and sequence annotation was performed using Blast2GO (www.blast2go.de). The EST assembly comprises 41,013 putative transcripts (12,924 contigs and 28,089 singletons). The resulting Sunflower Unigen Resource (SUR version 1.0) was used to design an oligonucleotide-based Agilent microarray for cultivated sunflower. This microarray includes a total of 42,326 features: 1,417 Agilent controls, 74 control probes for sunflower replicated 10 times (740 controls) and 40,169 different non-control probes. Microarray performance was validated using a model experiment examining the induction of senescence by water deficit. Pre-processing and differential expression analysis of Agilent microarrays was performed using the Bioconductor limma package. The analyses based on p-values calculated by eBayes (p<0.01) allowed the detection of 558 differentially expressed genes between water stress and control conditions; from these, ten genes were further validated by qPCR. Over-represented ontologies were identified using FatiScan in the Babelomics suite. This work generated a curated and trustable sunflower unigene collection, and a custom, validated sunflower oligonucleotide-based microarray using Agilent technology. Both the curated unigene collection and the validated oligonucleotide microarray provide key resources for sunflower genome analysis, transcriptional studies, and molecular breeding for crop improvement. Public Library of Science 2012-10-26 /pmc/articles/PMC3482228/ /pubmed/23110046 http://dx.doi.org/10.1371/journal.pone.0045899 Text en © 2012 Fernandez et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Fernandez, Paula
Soria, Marcelo
Blesa, David
DiRienzo, Julio
Moschen, Sebastian
Rivarola, Maximo
Clavijo, Bernardo Jose
Gonzalez, Sergio
Peluffo, Lucila
Príncipi, Dario
Dosio, Guillermo
Aguirrezabal, Luis
García-García, Francisco
Conesa, Ana
Hopp, Esteban
Dopazo, Joaquín
Heinz, Ruth Amelia
Paniego, Norma
Development, Characterization and Experimental Validation of a Cultivated Sunflower (Helianthus annuus L.) Gene Expression Oligonucleotide Microarray
title Development, Characterization and Experimental Validation of a Cultivated Sunflower (Helianthus annuus L.) Gene Expression Oligonucleotide Microarray
title_full Development, Characterization and Experimental Validation of a Cultivated Sunflower (Helianthus annuus L.) Gene Expression Oligonucleotide Microarray
title_fullStr Development, Characterization and Experimental Validation of a Cultivated Sunflower (Helianthus annuus L.) Gene Expression Oligonucleotide Microarray
title_full_unstemmed Development, Characterization and Experimental Validation of a Cultivated Sunflower (Helianthus annuus L.) Gene Expression Oligonucleotide Microarray
title_short Development, Characterization and Experimental Validation of a Cultivated Sunflower (Helianthus annuus L.) Gene Expression Oligonucleotide Microarray
title_sort development, characterization and experimental validation of a cultivated sunflower (helianthus annuus l.) gene expression oligonucleotide microarray
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3482228/
https://www.ncbi.nlm.nih.gov/pubmed/23110046
http://dx.doi.org/10.1371/journal.pone.0045899
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