Skip to main content
Log in

Identification of suitable grapevine reference genes for qRT-PCR derived from heterologous species

  • Methodology Article
  • Published:
Molecular Genetics and Genomics Aims and scope Submit manuscript

Abstract

Identification and validation of suitable reference genes that exhibit robust transcriptional stability across many sample types is an absolute requirement of all qRT-PCR experiments. Often, however, only small numbers of reference genes, validated across limited sample types, are available for non-model species. This points to a clear need to assess and validate a wider range of potential reference genes than is currently available. We therefore looked to test and validate a large number of potential reference genes across a wide range of tissue types and treatments to determine the applicability of these reference genes for use in grapevine and other non-model plant species. Potential reference genes were selected based on stability of gene transcription in the model plant species Arabidopsis or due to their common use in the grapevine community. The selected reference genes were analyzed across two datasets consisting of a range of either ‘Sauvignon blanc’ or ‘Pinot noir’ tissues. A total of 11 potential reference genes were screened across the two datasets. Gene stability was analyzed by GeNorm, a widely used Excel application, or an ANOVA-based method developed in red clover. Both analysis methods showed that all 11 potential reference genes are stably expressed in the datasets tested, but the rankings of gene stability differed based on the datasets and analysis method used. Furthermore, the transcript stability of these genes, initially identified in Arabidopsis and now validated in grapevine, suggests applicability across a wide range of non-model plant species in addition to their utility in grapevine.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3

Similar content being viewed by others

References

  • Altschul SF, Gish W, Miller W, Myers EW, Lipman DJ (1990) Basic local alignment search tool. J Mol Biol 215:403–410

    Article  PubMed  CAS  Google Scholar 

  • Andersen CL, Jensen JL, Orntoft TF (2004) Normalization of real-time quantitative reverse transcription-PCR data: a model-based variance estimation approach to identify genes suited for normalization, applied to bladder and colon cancer data sets. Cancer Res 64:5245–5250

    Article  PubMed  CAS  Google Scholar 

  • Burland TG (2000) DNASTAR’s Lasergene sequence analysis software. Methods Mol Biol (Clifton, N.J.) 132:71–91

    CAS  Google Scholar 

  • Bustin SA, Benes V, Garson JA, Hellemans J, Huggett J, Kubista M, Mueller R, Nolan T, Pfaffl MW, Shipley GL, Vandesompele J, Wittwer CT (2009) The MIQE Guidelines: minimum Information for publication of quantitative Real-Time PCR Experiments. Clin Chem 55:611–622

    Article  PubMed  CAS  Google Scholar 

  • Coombe BG (1995) Growth stages of the grapevine: adoption of a system for identifying grapevine growth stages. Australian J Grape Wine Res 1:104–110

    Article  Google Scholar 

  • Czechowski T, Stitt M, Altmann T, Udvardi MK, Scheible W-R (2005) Genome-wide identification and testing of superior reference genes for transcript normalization in Arabidopsis. Plant Physiol 139:5–17

    Article  PubMed  CAS  PubMed Central  Google Scholar 

  • Gamm M, Heloir M-C, Kelloniemi J, Poinssot B, Wendehenne D, Adrian M (2011) Identification of reference genes suitable for qRT-PCR in grapevine and application for the study of the expression of genes involved in pterostilbene synthesis. Mol Genet Genom 285:273–285

    Article  CAS  Google Scholar 

  • Gutierrez L, Mauriat M, Guenin S, Pelloux J, Lefebvre J-F, Louvet R, Rusterucci C, Moritz T, Guerineau F, Bellini C, Van Wuytswinkel O (2008) The lack of a systematic validation of reference genes: a serious pitfall undervalued in reverse transcription-polymerase chain reaction (RT-PCR) analysis in plants. Plant Biotech J 6:609–618

    Article  CAS  Google Scholar 

  • Jaillon O, Aury JM, Noel B, Policriti A, Clepet C, Casagrande A, Choisne N, Aubourg S, Vitulo N, Jubin C (2007) The grapevine genome sequence suggests ancestral hexaploidization in major angiosperm phyla. Nature 449:463–467

    Article  PubMed  CAS  Google Scholar 

  • Khanlou KM, Van Bockstaele E (2012) A critique of widely used normalization software tools and an alternative method to identify reliable reference genes in red clover (Trifolium pratense L.). Planta 236:1381–1393

    Article  Google Scholar 

  • McDonald JH (2009) Handbook of Biological Statistics, 2nd edn. Sparky House Publishing, Baltimore

    Google Scholar 

  • Pfaffl MW, Tichopad A, Prgomet C, Neuvians TP (2004) Determination of stable housekeeping genes, differentially regulated target genes and sample integrity: bestKeeper—Excel-based tool using pair-wise correlations. Biotech Lett 26:509–515

    Article  CAS  Google Scholar 

  • Podolyan A, White J, Jordan B, Winefield C (2010) Identification of the lipoxygenase gene family from Vitis vinifera and biochemical characterisation of two 13-lipoxygenases expressed in grape berries of ‘Sauvignon Blanc’. Funct Plant Biol 37:767–784

    Article  CAS  Google Scholar 

  • Reid KE, Olsson N, Schlosser J, Peng F, Lund ST (2006) An optimized grapevine RNA isolation procedure and statistical determination of reference genes for real-time RT-PCR during berry development. BMC Plant Biol 6:27. doi:10.1186/1471-2229-6-27

  • Sabel J, Gunstream S, Menezes A, Owens B, Rose S (2011) PrimeTime qPCR Application Guide. Integrated DNA Technologies. http://www.idtdna.com/92ED7514-1E93-487F-8F4C-317E52BF2F5E/FinalDownload/DownloadId-B4AE99B29BDEA8121FE30A3C387C6E5C/92ED7514-1E93-487F-8F4C-317E52BF2F5E/pages/docs/default-source/user-guides-and-protocols/primetime-qpcr-application-guide-3rded-.pdf?sfvrsn=20

  • Sambrook J, Russell DW (2001) Molecular cloning: a laboratory manual. CSHL press, New York

    Google Scholar 

  • Selim M, Legay S, Berkelmann-Loehnertz B, Langen G, Kogel KH, Evers D (2012) Identification of suitable reference genes for real-time RT-PCR normalization in the grapevine-downy mildew pathosystem. Plant Cell Rep 31:205–216

    Article  PubMed  CAS  Google Scholar 

  • Selvey S, Thompson EW, Matthaei K, Lea RA, Irving MG, Griffiths LR (2001) beta-actin—an unsuitable internal control for RT-PCR. Mol Cell Probes 15:307–311

    Article  PubMed  CAS  Google Scholar 

  • Vandesompele J, De Preter K, Pattyn F, Poppe B, Van Roy N, De Paepe A, Speleman F (2002) Accurate normalization of real-time quantitative RT-PCR data by geometric averaging of multiple internal control genes. Genome Biol 3:RESEARCH0034. doi:10.1186/gb-2002-3-7-research0034

  • Wang AM, Doyle MV, Mark DF (1989) Quantitation of messenger-RNA By the polymerase chain-reaction. Proc Natl Acad Sci USA 86:9717–9721

    Article  PubMed  CAS  PubMed Central  Google Scholar 

Download references

Acknowledgments

This work is part of the New Zealand Grape and Wine Research programme, a joint investment by Plant and Food Research (PFR) and NZ Winegrowers. R.T. would like to acknowledge financial support from the Lincoln University Doctoral Scholarship scheme. We would also like to thank our colleagues at Lincoln University and PFR who have provide support throughout. In particular we would like to thank Dr. M. Trought (PFR) for guidance and intellectual support throughout this project.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Christopher S. Winefield.

Ethics declarations

All ethical standards applicable to this work were met or exceeded.

Conflict of interest

The authors declare no conflict of interest.

Additional information

Communicated by S. Hohmann.

Electronic supplementary material

Below is the link to the electronic supplementary material.

Supplementary material 1 (DOCX 58 kb)

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Tashiro, R.M., Philips, J.G. & Winefield, C.S. Identification of suitable grapevine reference genes for qRT-PCR derived from heterologous species. Mol Genet Genomics 291, 483–492 (2016). https://doi.org/10.1007/s00438-015-1081-z

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00438-015-1081-z

Keywords

Navigation