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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...
Autores principales: | , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2012
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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. |
format | Online Article Text |
id | pubmed-3482228 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2012 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
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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