Literature DB >> 33633157

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

Paulo H da Silva Santos1, João R Vieira Manechini2, Michael S Brito3, Elisson Romanel4, Renato Vicentini2, Maximiliano Scarpari5, Stephen Jackson6, Luciana R Pinto7.   

Abstract

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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Year:  2021        PMID: 33633157      PMCID: PMC7907395          DOI: 10.1038/s41598-021-83918-2

Source DB:  PubMed          Journal:  Sci Rep        ISSN: 2045-2322            Impact factor:   4.379


  26 in total

1.  Terminal flower2, an Arabidopsis homolog of heterochromatin protein1, counteracts the activation of flowering locus T by constans in the vascular tissues of leaves to regulate flowering time.

Authors:  Shinobu Takada; Koji Goto
Journal:  Plant Cell       Date:  2003-11-20       Impact factor: 11.277

2.  Determination of stable housekeeping genes, differentially regulated target genes and sample integrity: BestKeeper--Excel-based tool using pair-wise correlations.

Authors:  Michael W Pfaffl; Ales Tichopad; Christian Prgomet; Tanja P Neuvians
Journal:  Biotechnol Lett       Date:  2004-03       Impact factor: 2.461

3.  Validation of housekeeping genes as internal control for studying gene expression in rice by quantitative real-time PCR.

Authors:  Mukesh Jain; Aashima Nijhawan; Akhilesh K Tyagi; Jitendra P Khurana
Journal:  Biochem Biophys Res Commun       Date:  2006-05-03       Impact factor: 3.575

Review 4.  Reference genes in real-time PCR.

Authors:  Bartłomiej Kozera; Marcin Rapacz
Journal:  J Appl Genet       Date:  2013-11       Impact factor: 3.240

5.  miRDeepFinder: a miRNA analysis tool for deep sequencing of plant small RNAs.

Authors:  Fuliang Xie; Peng Xiao; Dongliang Chen; Lei Xu; Baohong Zhang
Journal:  Plant Mol Biol       Date:  2012-01-31       Impact factor: 4.076

6.  Validation of novel reference genes for reverse transcription quantitative real-time PCR in drought-stressed sugarcane.

Authors:  Roberta Lane de Oliveira Silva; Manassés Daniel Silva; José Ribamar Costa Ferreira Neto; Claudia Huerta de Nardi; Sabrina Moutinho Chabregas; William Lee Burnquist; Günter Kahl; Ana Maria Benko-Iseppon; Ederson Akio Kido
Journal:  ScientificWorldJournal       Date:  2014-06-02

7.  Reference genes for normalization of qPCR assays in sugarcane plants under water deficit.

Authors:  Larissa Mara de Andrade; Michael Dos Santos Brito; Rafael Fávero Peixoto Junior; Paulo Eduardo Ribeiro Marchiori; Paula Macedo Nóbile; Alexandre Palma Boer Martins; Rafael Vasconcelos Ribeiro; Silvana Creste
Journal:  Plant Methods       Date:  2017-04-17       Impact factor: 4.993

Review 8.  LHP1 Could Act as an Activator and a Repressor of Transcription in Plants.

Authors:  Jing Feng; Jiang Lu
Journal:  Front Plant Sci       Date:  2017-11-28       Impact factor: 5.753

9.  Optimal use of statistical methods to validate reference gene stability in longitudinal studies.

Authors:  Venkat Krishnan Sundaram; Nirmal Kumar Sampathkumar; Charbel Massaad; Julien Grenier
Journal:  PLoS One       Date:  2019-07-23       Impact factor: 3.240

10.  Amplification efficiency: linking baseline and bias in the analysis of quantitative PCR data.

Authors:  J M Ruijter; C Ramakers; W M H Hoogaars; Y Karlen; O Bakker; M J B van den Hoff; A F M Moorman
Journal:  Nucleic Acids Res       Date:  2009-02-22       Impact factor: 16.971

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  2 in total

1.  Analysis of the PEBP gene family and identification of a novel FLOWERING LOCUS T orthologue in sugarcane.

Authors:  Julien Venail; Paolo Henrique da Silva Santos; Joao Ricardo Manechini; Leonardo Cardosos Alves; Maximiliano Scarpari; Thais Falcão; Elisson Romanel; Michael Brito; Renato Vicentini; Lucia Pinto; Stephen Derek Jackson
Journal:  J Exp Bot       Date:  2022-04-05       Impact factor: 7.298

2.  Abundance, efficiency, and stability of reference transcript expression in a seasonal rodent: The Siberian hamster.

Authors:  Calum Stewart; Timothy A Liddle; Tyler J Stevenson
Journal:  PLoS One       Date:  2022-10-03       Impact factor: 3.752

  2 in total

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