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 unigene collection and the design and validation of a custom sunflower oligonucleotide-based microarray. A large scale EST (greater than 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 less than 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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Main Authors: Fernández, P., Soria, M., Blesa, D., Di Rienzo, J., Moschen, S., Rivarola, M., Clavijo, B. J., González, S., Peluffo, L., Príncipi, D., Dosio, G., Aguirrezabal, L., García García, F., Conesa, A., Hopp, E., Dopazo, J., Heinz, R. A., Paniego, N.
Format: article biblioteca
Language:eng
Subjects:COMPUTER PROGRAM, CONTIG MAPPING, CONTROLLED STUDY, CROP IMPROVEMENT, DNA MICROARRAY, EXPRESSED SEQUENCE TAG, GENE EXPRESSION, GENETIC TRANSCRIPTION, GENOME ANALYSIS, HELIANTHUS ANNUUS, MOLECULAR PROBE, NONHUMAN, PLANT BREEDING, PLANT GENETICS, REAL TIME POLYMERASE CHAIN REACTION, SENESCENCE, SEQUENCE ANALYSIS, SPECIES CULTIVATION, VALIDATION STUDY, WATER DEFICIT, WATER STRESS, EXPRESSED SEQUENCE TAGS, GENE EXPRESSION REGULATION, PLANT, HELIANTHUS, OLIGONUCLEOTIDE ARRAY SEQUENCE ANALYSIS,
Online Access:http://ri.agro.uba.ar/greenstone3/library/collection/arti/document/2012Fernandez
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spelling snrd:2012Fernandez2021-10-15T16:56:07Z Fernández, P. Soria, M. Blesa, D. Di Rienzo, J. Moschen, S. Rivarola, M. Clavijo, B. J. González, S. Peluffo, L. Príncipi, D. Dosio, G. Aguirrezabal, L. García García, F. Conesa, A. Hopp, E. Dopazo, J. Heinz, R. A. Paniego, N. 2012 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 (greater than 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 less than 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. application/pdf 10.1371/journal.pone.0045899 1932-6203 http://ri.agro.uba.ar/greenstone3/library/collection/arti/document/2012Fernandez eng info:eu-repo/semantics/openAccess openAccess http://ri.agro.uba.ar/greenstone3/library/page/biblioteca#section4 Plos One Vol.7, no.10 e45899 http://www.plos.org/ COMPUTER PROGRAM CONTIG MAPPING CONTROLLED STUDY CROP IMPROVEMENT DNA MICROARRAY EXPRESSED SEQUENCE TAG GENE EXPRESSION GENETIC TRANSCRIPTION GENOME ANALYSIS HELIANTHUS ANNUUS MOLECULAR PROBE NONHUMAN PLANT BREEDING PLANT GENETICS REAL TIME POLYMERASE CHAIN REACTION SENESCENCE SEQUENCE ANALYSIS SPECIES CULTIVATION VALIDATION STUDY WATER DEFICIT WATER STRESS EXPRESSED SEQUENCE TAGS GENE EXPRESSION REGULATION, PLANT HELIANTHUS OLIGONUCLEOTIDE ARRAY SEQUENCE ANALYSIS Development, Characterization and Experimental Validation of a Cultivated Sunflower (Helianthus annuus L.) Gene Expression Oligonucleotide Microarray article info:eu-repo/semantics/article info:ar-repo/semantics/artículo publishedVersion info:eu-repo/semantics/publishedVersion
institution UBA
collection DSpace
country Argentina
countrycode AR
component Bibliográfico
access En linea
databasecode dig-ubafa
tag biblioteca
region America del Sur
libraryname Biblioteca Facultad de Agronomía
language eng
topic COMPUTER PROGRAM
CONTIG MAPPING
CONTROLLED STUDY
CROP IMPROVEMENT
DNA MICROARRAY
EXPRESSED SEQUENCE TAG
GENE EXPRESSION
GENETIC TRANSCRIPTION
GENOME ANALYSIS
HELIANTHUS ANNUUS
MOLECULAR PROBE
NONHUMAN
PLANT BREEDING
PLANT GENETICS
REAL TIME POLYMERASE CHAIN REACTION
SENESCENCE
SEQUENCE ANALYSIS
SPECIES CULTIVATION
VALIDATION STUDY
WATER DEFICIT
WATER STRESS
EXPRESSED SEQUENCE TAGS
GENE EXPRESSION REGULATION, PLANT
HELIANTHUS
OLIGONUCLEOTIDE ARRAY SEQUENCE ANALYSIS
COMPUTER PROGRAM
CONTIG MAPPING
CONTROLLED STUDY
CROP IMPROVEMENT
DNA MICROARRAY
EXPRESSED SEQUENCE TAG
GENE EXPRESSION
GENETIC TRANSCRIPTION
GENOME ANALYSIS
HELIANTHUS ANNUUS
MOLECULAR PROBE
NONHUMAN
PLANT BREEDING
PLANT GENETICS
REAL TIME POLYMERASE CHAIN REACTION
SENESCENCE
SEQUENCE ANALYSIS
SPECIES CULTIVATION
VALIDATION STUDY
WATER DEFICIT
WATER STRESS
EXPRESSED SEQUENCE TAGS
GENE EXPRESSION REGULATION, PLANT
HELIANTHUS
OLIGONUCLEOTIDE ARRAY SEQUENCE ANALYSIS
spellingShingle COMPUTER PROGRAM
CONTIG MAPPING
CONTROLLED STUDY
CROP IMPROVEMENT
DNA MICROARRAY
EXPRESSED SEQUENCE TAG
GENE EXPRESSION
GENETIC TRANSCRIPTION
GENOME ANALYSIS
HELIANTHUS ANNUUS
MOLECULAR PROBE
NONHUMAN
PLANT BREEDING
PLANT GENETICS
REAL TIME POLYMERASE CHAIN REACTION
SENESCENCE
SEQUENCE ANALYSIS
SPECIES CULTIVATION
VALIDATION STUDY
WATER DEFICIT
WATER STRESS
EXPRESSED SEQUENCE TAGS
GENE EXPRESSION REGULATION, PLANT
HELIANTHUS
OLIGONUCLEOTIDE ARRAY SEQUENCE ANALYSIS
COMPUTER PROGRAM
CONTIG MAPPING
CONTROLLED STUDY
CROP IMPROVEMENT
DNA MICROARRAY
EXPRESSED SEQUENCE TAG
GENE EXPRESSION
GENETIC TRANSCRIPTION
GENOME ANALYSIS
HELIANTHUS ANNUUS
MOLECULAR PROBE
NONHUMAN
PLANT BREEDING
PLANT GENETICS
REAL TIME POLYMERASE CHAIN REACTION
SENESCENCE
SEQUENCE ANALYSIS
SPECIES CULTIVATION
VALIDATION STUDY
WATER DEFICIT
WATER STRESS
EXPRESSED SEQUENCE TAGS
GENE EXPRESSION REGULATION, PLANT
HELIANTHUS
OLIGONUCLEOTIDE ARRAY SEQUENCE ANALYSIS
Fernández, P.
Soria, M.
Blesa, D.
Di Rienzo, J.
Moschen, S.
Rivarola, M.
Clavijo, B. J.
González, S.
Peluffo, L.
Príncipi, D.
Dosio, G.
Aguirrezabal, L.
García García, F.
Conesa, A.
Hopp, E.
Dopazo, J.
Heinz, R. A.
Paniego, N.
Development, Characterization and Experimental Validation of a Cultivated Sunflower (Helianthus annuus L.) Gene Expression Oligonucleotide Microarray
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 (greater than 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 less than 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 article
topic_facet COMPUTER PROGRAM
CONTIG MAPPING
CONTROLLED STUDY
CROP IMPROVEMENT
DNA MICROARRAY
EXPRESSED SEQUENCE TAG
GENE EXPRESSION
GENETIC TRANSCRIPTION
GENOME ANALYSIS
HELIANTHUS ANNUUS
MOLECULAR PROBE
NONHUMAN
PLANT BREEDING
PLANT GENETICS
REAL TIME POLYMERASE CHAIN REACTION
SENESCENCE
SEQUENCE ANALYSIS
SPECIES CULTIVATION
VALIDATION STUDY
WATER DEFICIT
WATER STRESS
EXPRESSED SEQUENCE TAGS
GENE EXPRESSION REGULATION, PLANT
HELIANTHUS
OLIGONUCLEOTIDE ARRAY SEQUENCE ANALYSIS
author Fernández, P.
Soria, M.
Blesa, D.
Di Rienzo, J.
Moschen, S.
Rivarola, M.
Clavijo, B. J.
González, S.
Peluffo, L.
Príncipi, D.
Dosio, G.
Aguirrezabal, L.
García García, F.
Conesa, A.
Hopp, E.
Dopazo, J.
Heinz, R. A.
Paniego, N.
author_facet Fernández, P.
Soria, M.
Blesa, D.
Di Rienzo, J.
Moschen, S.
Rivarola, M.
Clavijo, B. J.
González, S.
Peluffo, L.
Príncipi, D.
Dosio, G.
Aguirrezabal, L.
García García, F.
Conesa, A.
Hopp, E.
Dopazo, J.
Heinz, R. A.
Paniego, N.
author_sort Fernández, P.
title 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_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_sort development, characterization and experimental validation of a cultivated sunflower (helianthus annuus l.) gene expression oligonucleotide microarray
url http://ri.agro.uba.ar/greenstone3/library/collection/arti/document/2012Fernandez
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