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Identification of two putative reference genes from grapevine suitable for gene expression analysis in berry and related tissues derived from RNA-Seq data

BACKGROUND: Data normalization is a key step in gene expression analysis by qPCR. Endogenous control genes are used to estimate variations and experimental errors occurring during sample preparation and expression measurements. However, the transcription level of the most commonly used reference gen...

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Autores principales: González-Agüero, Mauricio, García-Rojas, Miguel, Di Genova, Alex, Correa, José, Maass, Alejandro, Orellana, Ariel, Hinrichsen, Patricio
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2013
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3878734/
https://www.ncbi.nlm.nih.gov/pubmed/24330674
http://dx.doi.org/10.1186/1471-2164-14-878
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author González-Agüero, Mauricio
García-Rojas, Miguel
Di Genova, Alex
Correa, José
Maass, Alejandro
Orellana, Ariel
Hinrichsen, Patricio
author_facet González-Agüero, Mauricio
García-Rojas, Miguel
Di Genova, Alex
Correa, José
Maass, Alejandro
Orellana, Ariel
Hinrichsen, Patricio
author_sort González-Agüero, Mauricio
collection PubMed
description BACKGROUND: Data normalization is a key step in gene expression analysis by qPCR. Endogenous control genes are used to estimate variations and experimental errors occurring during sample preparation and expression measurements. However, the transcription level of the most commonly used reference genes can vary considerably in samples obtained from different individuals, tissues, developmental stages and under variable physiological conditions, resulting in a misinterpretation of the performance of the target gene(s). This issue has been scarcely approached in woody species such as grapevine. RESULTS: A statistical criterion was applied to select a sub-set of 19 candidate reference genes from a total of 242 non-differentially expressed (NDE) genes derived from a RNA-Seq experiment comprising ca. 500 million reads obtained from 14 table-grape genotypes sampled at four phenological stages. From the 19 candidate reference genes, VvAIG1 (AvrRpt2-induced gene) and VvTCPB (T-complex 1 beta-like protein) were found to be the most stable ones after comparing the complete set of genotypes and phenological stages studied. This result was further validated by qPCR and geNorm analyses. CONCLUSIONS: Based on the evidence presented in this work, we propose to use the grapevine genes VvAIG1 or VvTCPB or both as a reference tool to normalize RNA expression in qPCR assays or other quantitative method intended to measure gene expression in berries and other tissues of this fruit crop, sampled at different developmental stages and physiological conditions.
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spelling pubmed-38787342014-01-03 Identification of two putative reference genes from grapevine suitable for gene expression analysis in berry and related tissues derived from RNA-Seq data González-Agüero, Mauricio García-Rojas, Miguel Di Genova, Alex Correa, José Maass, Alejandro Orellana, Ariel Hinrichsen, Patricio BMC Genomics Methodology Article BACKGROUND: Data normalization is a key step in gene expression analysis by qPCR. Endogenous control genes are used to estimate variations and experimental errors occurring during sample preparation and expression measurements. However, the transcription level of the most commonly used reference genes can vary considerably in samples obtained from different individuals, tissues, developmental stages and under variable physiological conditions, resulting in a misinterpretation of the performance of the target gene(s). This issue has been scarcely approached in woody species such as grapevine. RESULTS: A statistical criterion was applied to select a sub-set of 19 candidate reference genes from a total of 242 non-differentially expressed (NDE) genes derived from a RNA-Seq experiment comprising ca. 500 million reads obtained from 14 table-grape genotypes sampled at four phenological stages. From the 19 candidate reference genes, VvAIG1 (AvrRpt2-induced gene) and VvTCPB (T-complex 1 beta-like protein) were found to be the most stable ones after comparing the complete set of genotypes and phenological stages studied. This result was further validated by qPCR and geNorm analyses. CONCLUSIONS: Based on the evidence presented in this work, we propose to use the grapevine genes VvAIG1 or VvTCPB or both as a reference tool to normalize RNA expression in qPCR assays or other quantitative method intended to measure gene expression in berries and other tissues of this fruit crop, sampled at different developmental stages and physiological conditions. BioMed Central 2013-12-13 /pmc/articles/PMC3878734/ /pubmed/24330674 http://dx.doi.org/10.1186/1471-2164-14-878 Text en Copyright © 2013 González-Agüero 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 Methodology Article
González-Agüero, Mauricio
García-Rojas, Miguel
Di Genova, Alex
Correa, José
Maass, Alejandro
Orellana, Ariel
Hinrichsen, Patricio
Identification of two putative reference genes from grapevine suitable for gene expression analysis in berry and related tissues derived from RNA-Seq data
title Identification of two putative reference genes from grapevine suitable for gene expression analysis in berry and related tissues derived from RNA-Seq data
title_full Identification of two putative reference genes from grapevine suitable for gene expression analysis in berry and related tissues derived from RNA-Seq data
title_fullStr Identification of two putative reference genes from grapevine suitable for gene expression analysis in berry and related tissues derived from RNA-Seq data
title_full_unstemmed Identification of two putative reference genes from grapevine suitable for gene expression analysis in berry and related tissues derived from RNA-Seq data
title_short Identification of two putative reference genes from grapevine suitable for gene expression analysis in berry and related tissues derived from RNA-Seq data
title_sort identification of two putative reference genes from grapevine suitable for gene expression analysis in berry and related tissues derived from rna-seq data
topic Methodology Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3878734/
https://www.ncbi.nlm.nih.gov/pubmed/24330674
http://dx.doi.org/10.1186/1471-2164-14-878
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