Selection and validation of reference genes by RT-qPCR under photoperiodic induction of flowering in sugarcane (Saccharum spp.)

Detalhes bibliográficos
Autor(a) principal: da Silva Santos, Paulo H. [UNESP]
Data de Publicação: 2021
Outros Autores: Manechini, João R. Vieira, Brito, Michael S., Romanel, Elisson, Vicentini, Renato, Scarpari, Maximiliano, Jackson, Stephen, Pinto, Luciana R.
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da UNESP
Texto Completo: http://dx.doi.org/10.1038/s41598-021-83918-2
http://hdl.handle.net/11449/205977
Resumo: Although reference genes have previously been used in the expression analysis of genes involved in sugarcane flowering they had not been experimentally validated for stability and consistency of expression between different samples over a wide range of experimental conditions. Here we report the analysis of candidate reference genes in different tissue types, at different temporal time-points, in both short and long day photoperiodic treatments. The stability of the candidate reference genes in all conditions was evaluated with NormFinder, BestKeeper, and RefFinder algorithms that complement each other for a more robust analysis. As the Normfinder algorithm was more appropriate for our experimental conditions, greater emphasis was placed on Normfinder when choosing the most stable genes. UBQ1 and TUB were shown to be the most stable reference genes to use for normalizing RT-qPCR gene expression data during floral induction, whilst 25SrRNA1 and GAPDH were the least stable. Their use as a reference gene pair was validated by analyzing the expression of two differentially expressed target genes (PIL5 and LHP1). The UBQ1/TUB reference genes combination was able to reveal small significant differences in gene expression of the two target genes that were not detectable when using the least stable reference gene combination. These results can be used to inform the choice of reference genes to use in the study of the sugarcane floral induction pathway. Our work also demonstrates that both PIL5 and LHP1 are significantly up-regulated in the initial stages of photoperiodic induction of flowering in sugarcane.
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spelling Selection and validation of reference genes by RT-qPCR under photoperiodic induction of flowering in sugarcane (Saccharum spp.)Although reference genes have previously been used in the expression analysis of genes involved in sugarcane flowering they had not been experimentally validated for stability and consistency of expression between different samples over a wide range of experimental conditions. Here we report the analysis of candidate reference genes in different tissue types, at different temporal time-points, in both short and long day photoperiodic treatments. The stability of the candidate reference genes in all conditions was evaluated with NormFinder, BestKeeper, and RefFinder algorithms that complement each other for a more robust analysis. As the Normfinder algorithm was more appropriate for our experimental conditions, greater emphasis was placed on Normfinder when choosing the most stable genes. UBQ1 and TUB were shown to be the most stable reference genes to use for normalizing RT-qPCR gene expression data during floral induction, whilst 25SrRNA1 and GAPDH were the least stable. Their use as a reference gene pair was validated by analyzing the expression of two differentially expressed target genes (PIL5 and LHP1). The UBQ1/TUB reference genes combination was able to reveal small significant differences in gene expression of the two target genes that were not detectable when using the least stable reference gene combination. These results can be used to inform the choice of reference genes to use in the study of the sugarcane floral induction pathway. Our work also demonstrates that both PIL5 and LHP1 are significantly up-regulated in the initial stages of photoperiodic induction of flowering in sugarcane.Fundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP)Biotechnology and Biological Sciences Research CouncilCoordenação de Aperfeiçoamento de Pessoal de Nível Superior (CAPES)Faculdade de Ciências Agrárias e Veterinárias UNESP, Campus JaboticabalUniversidade Estadual de Campinas UNICAMPInstituto de Ciência e Tecnologia da Universidade Federal de São PauloDepartamento de Biotecnologia Escola de Engenharia de Lorena/Universidade de São Paulo EEL/USPInstituto Agronômico de Campinas Centro de CanaSchool of Life Sciences University of Warwick, Gibbet HillFaculdade de Ciências Agrárias e Veterinárias UNESP, Campus JaboticabalFAPESP: 2016/02679-9Biotechnology and Biological Sciences Research Council: 2018/08380-0CAPES: Finance Code 001Universidade Estadual Paulista (Unesp)Universidade Estadual de Campinas (UNICAMP)Universidade Federal de São Paulo (UNIFESP)Universidade de São Paulo (USP)Centro de CanaUniversity of Warwickda Silva Santos, Paulo H. [UNESP]Manechini, João R. VieiraBrito, Michael S.Romanel, ElissonVicentini, RenatoScarpari, MaximilianoJackson, StephenPinto, Luciana R.2021-06-25T10:24:35Z2021-06-25T10:24:35Z2021-12-01info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articlehttp://dx.doi.org/10.1038/s41598-021-83918-2Scientific Reports, v. 11, n. 1, 2021.2045-2322http://hdl.handle.net/11449/20597710.1038/s41598-021-83918-22-s2.0-85101813884Scopusreponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPengScientific Reportsinfo:eu-repo/semantics/openAccess2021-10-22T20:18:53Zoai:repositorio.unesp.br:11449/205977Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestopendoar:29462021-10-22T20:18:53Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false
dc.title.none.fl_str_mv Selection and validation of reference genes by RT-qPCR under photoperiodic induction of flowering in sugarcane (Saccharum spp.)
title Selection and validation of reference genes by RT-qPCR under photoperiodic induction of flowering in sugarcane (Saccharum spp.)
spellingShingle Selection and validation of reference genes by RT-qPCR under photoperiodic induction of flowering in sugarcane (Saccharum spp.)
da Silva Santos, Paulo H. [UNESP]
title_short Selection and validation of reference genes by RT-qPCR under photoperiodic induction of flowering in sugarcane (Saccharum spp.)
title_full Selection and validation of reference genes by RT-qPCR under photoperiodic induction of flowering in sugarcane (Saccharum spp.)
title_fullStr Selection and validation of reference genes by RT-qPCR under photoperiodic induction of flowering in sugarcane (Saccharum spp.)
title_full_unstemmed Selection and validation of reference genes by RT-qPCR under photoperiodic induction of flowering in sugarcane (Saccharum spp.)
title_sort Selection and validation of reference genes by RT-qPCR under photoperiodic induction of flowering in sugarcane (Saccharum spp.)
author da Silva Santos, Paulo H. [UNESP]
author_facet da Silva Santos, Paulo H. [UNESP]
Manechini, João R. Vieira
Brito, Michael S.
Romanel, Elisson
Vicentini, Renato
Scarpari, Maximiliano
Jackson, Stephen
Pinto, Luciana R.
author_role author
author2 Manechini, João R. Vieira
Brito, Michael S.
Romanel, Elisson
Vicentini, Renato
Scarpari, Maximiliano
Jackson, Stephen
Pinto, Luciana R.
author2_role author
author
author
author
author
author
author
dc.contributor.none.fl_str_mv Universidade Estadual Paulista (Unesp)
Universidade Estadual de Campinas (UNICAMP)
Universidade Federal de São Paulo (UNIFESP)
Universidade de São Paulo (USP)
Centro de Cana
University of Warwick
dc.contributor.author.fl_str_mv da Silva Santos, Paulo H. [UNESP]
Manechini, João R. Vieira
Brito, Michael S.
Romanel, Elisson
Vicentini, Renato
Scarpari, Maximiliano
Jackson, Stephen
Pinto, Luciana R.
description Although reference genes have previously been used in the expression analysis of genes involved in sugarcane flowering they had not been experimentally validated for stability and consistency of expression between different samples over a wide range of experimental conditions. Here we report the analysis of candidate reference genes in different tissue types, at different temporal time-points, in both short and long day photoperiodic treatments. The stability of the candidate reference genes in all conditions was evaluated with NormFinder, BestKeeper, and RefFinder algorithms that complement each other for a more robust analysis. As the Normfinder algorithm was more appropriate for our experimental conditions, greater emphasis was placed on Normfinder when choosing the most stable genes. UBQ1 and TUB were shown to be the most stable reference genes to use for normalizing RT-qPCR gene expression data during floral induction, whilst 25SrRNA1 and GAPDH were the least stable. Their use as a reference gene pair was validated by analyzing the expression of two differentially expressed target genes (PIL5 and LHP1). The UBQ1/TUB reference genes combination was able to reveal small significant differences in gene expression of the two target genes that were not detectable when using the least stable reference gene combination. These results can be used to inform the choice of reference genes to use in the study of the sugarcane floral induction pathway. Our work also demonstrates that both PIL5 and LHP1 are significantly up-regulated in the initial stages of photoperiodic induction of flowering in sugarcane.
publishDate 2021
dc.date.none.fl_str_mv 2021-06-25T10:24:35Z
2021-06-25T10:24:35Z
2021-12-01
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://dx.doi.org/10.1038/s41598-021-83918-2
Scientific Reports, v. 11, n. 1, 2021.
2045-2322
http://hdl.handle.net/11449/205977
10.1038/s41598-021-83918-2
2-s2.0-85101813884
url http://dx.doi.org/10.1038/s41598-021-83918-2
http://hdl.handle.net/11449/205977
identifier_str_mv Scientific Reports, v. 11, n. 1, 2021.
2045-2322
10.1038/s41598-021-83918-2
2-s2.0-85101813884
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Scientific Reports
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.source.none.fl_str_mv Scopus
reponame:Repositório Institucional da UNESP
instname:Universidade Estadual Paulista (UNESP)
instacron:UNESP
instname_str Universidade Estadual Paulista (UNESP)
instacron_str UNESP
institution UNESP
reponame_str Repositório Institucional da UNESP
collection Repositório Institucional da UNESP
repository.name.fl_str_mv Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)
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