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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 ana...

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Autores principales: da Silva Santos, Paulo H., Manechini, João R. Vieira, Brito, Michael S., Romanel, Elisson, Vicentini, Renato, Scarpari, Maximiliano, Jackson, Stephen, Pinto, Luciana R.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7907395/
https://www.ncbi.nlm.nih.gov/pubmed/33633157
http://dx.doi.org/10.1038/s41598-021-83918-2
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author da Silva Santos, Paulo H.
Manechini, João R. Vieira
Brito, Michael S.
Romanel, Elisson
Vicentini, Renato
Scarpari, Maximiliano
Jackson, Stephen
Pinto, Luciana R.
author_facet da Silva Santos, Paulo H.
Manechini, João R. Vieira
Brito, Michael S.
Romanel, Elisson
Vicentini, Renato
Scarpari, Maximiliano
Jackson, Stephen
Pinto, Luciana R.
author_sort da Silva Santos, Paulo H.
collection PubMed
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.
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spelling pubmed-79073952021-03-02 Selection and validation of reference genes by RT-qPCR under photoperiodic induction of flowering in sugarcane (Saccharum spp.) da Silva Santos, Paulo H. Manechini, João R. Vieira Brito, Michael S. Romanel, Elisson Vicentini, Renato Scarpari, Maximiliano Jackson, Stephen Pinto, Luciana R. Sci Rep Article 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. Nature Publishing Group UK 2021-02-25 /pmc/articles/PMC7907395/ /pubmed/33633157 http://dx.doi.org/10.1038/s41598-021-83918-2 Text en © The Author(s) 2021 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
da Silva Santos, Paulo H.
Manechini, João R. Vieira
Brito, Michael S.
Romanel, Elisson
Vicentini, Renato
Scarpari, Maximiliano
Jackson, Stephen
Pinto, Luciana R.
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.)
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_short 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.)
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7907395/
https://www.ncbi.nlm.nih.gov/pubmed/33633157
http://dx.doi.org/10.1038/s41598-021-83918-2
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