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Updated: May 28, 2026

Comprehensive Workflow for the Genome-wide Identification and Expression Meta-analysis of the ATL E3 Ubiquitin Ligase Gene Family in Grapevine
Published on: December 22, 2017
Identification of suitable reference genes for real-time RT-PCR normalization in the grapevine-downy mildew
M Selim1, S Legay, B Berkelmann-Löhnertz
1Department of Environment and Agro-Biotechnologies (EVA), Centre de Recherche Public, Gabriel Lippmann, Belvaux, Luxembourg. selim@lippmann.lu
Selecting the best reference genes is crucial for accurate gene expression analysis using real-time quantitative reverse transcription polymerase chain reaction (RT-qPCR). This study identifies optimal reference genes for grapevine-downy mildew interactions and induced resistance, ensuring reliable gene expression quantification.
Area of Science:
- Molecular Biology
- Plant Pathology
- Biotechnology
Background:
- Real-time quantitative reverse transcription polymerase chain reaction (RT-qPCR) is a sensitive method for gene expression quantification.
- RT-qPCR accuracy depends on proper normalization using stable reference genes.
- Universal reference genes are not always available, necessitating condition-specific validation.
Purpose of the Study:
- To identify the most suitable reference gene(s) for normalizing gene expression in grapevine during downy mildew interaction.
- To evaluate reference gene stability under induced resistance conditions using chemical elicitors.
- To determine the optimal number of reference genes for accurate gene expression analysis in grapevine.
Main Methods:
- Six candidate reference genes were evaluated in grapevine under experimental conditions.
- Gene expression stability was analyzed using geNorm and Normfinder software.
- Chitinase gene expression was studied to demonstrate the impact of reference gene selection.
Main Results:
- The study identified specific reference genes that are stably expressed in grapevine under downy mildew infection and induced resistance.
- Normfinder and geNorm analyses provided consistent recommendations for the most stable reference genes.
- The choice of reference genes significantly impacted the quantification of chitinase expression.
Conclusions:
- Accurate gene expression studies in grapevine require the selection of validated, condition-specific reference genes.
- Using multiple validated reference genes enhances the reliability of RT-qPCR data.
- This research provides a foundation for accurate gene expression profiling in grapevine-pathogen interactions.
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