ArticlePloS one2014
Reference gene validation for quantitative RT-PCR during biotic and abiotic stresses in Vitis vinifera.
Article in PloS one, 2014. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 28 papers.
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Who cites it
28 citing papers in PubMed.
- Induction of Defense Responses and Partial Control of Powdery Mildew and Gray Mold inPlants (Basel, Switzerland) · 2026Article
- Transcriptome profiling of symptomatic vs. asymptomatic grapevine plants reveals candidate genes for plant improvement against trunk diseases.BMC plant biology · 2025Article
- Selection of Reference Genes andGenes · 2024Article
- Selection of Reference Genes for Expression Normalization by RT-qPCR inCurrent issues in molecular biology · 2024Article
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- Advancements in Reference Gene Selection for Fruit Trees: A Comprehensive Review.International journal of molecular sciences · 2024Review
- A protocol for identifying universal reference genes within a genus based on RNA-Seq data: a case study of poplar stem gene expression.Forestry research · 2024Article
- Selection and verification of reliable internal reference genes in stem development of herbaceous peony (Physiology and molecular biology of plants : an international journal of functional plant biology · 2023Article
- Selection of suitable candidate genes for mRNA expression normalization in bulbil development of Pinellia ternata.Scientific reports · 2022Article
- Selection and validation of reference genes for quantitative real-time PCR of Quercus mongolica Fisch. ex Ledeb under abiotic stresses.PloS one · 2022Article
- Genome-wide screening of novel RT-qPCR reference genes for study of GLRaV-3 infection in wine grapes and refinement of an RNA isolation protocol for grape berries.Plant methods · 2021Article
- Review
- Molecular Evaluation of Vitality and Survival Rate of Dormant Kyoho Grape Seedlings: A Step toward Molecular Farming.Plants (Basel, Switzerland) · 2019Article
- Identification and evaluation of reference genes for quantitative real-time PCR analysis in Polygonum cuspidatum based on transcriptome data.BMC plant biology · 2019Article
- Identification and validation of reference genes for real-time quantitative RT-PCR analysis in jute.BMC molecular biology · 2019Article
- Selection and Validation of Novel RT-qPCR Reference Genes under Hormonal Stimuli and in Different Tissues of Santalum album.Scientific reports · 2018Article
- Identification and evaluation of PCR reference genes for host and pathogen in sugarcane-Sporisorium scitamineum interaction system.BMC genomics · 2018Article
- Selection of reference genes for miRNA qRT-PCR under abiotic stress in grapevine.Scientific reports · 2018Article
- Article
- Insights into the metabolic mechanism of rapamycin overproduction in the shikimate-resistant Streptomyces hygroscopicus strain UV-II using comparative metabolomics.World journal of microbiology & biotechnology · 2017Article
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Authors and funding
5 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Grapevine is one of the most cultivated fruit crop worldwide with Vitis vinifera being the species with the highest economical importance. Being highly susceptible to fungal pathogens and increasingly affected by environmental factors, it has become an important agricultural research area, where gene expression analysis plays a fundamental role. Quantitative reverse transcription polymerase chain reaction (qRT-PCR) is currently amongst the most powerful techniques to perform gene expression studies. Nevertheless, accurate gene expression quantification strongly relies on appropriate reference gene selection for sample normalization. Concerning V. vinifera, limited information still exists as for which genes are the most suitable to be used as reference under particular experimental conditions. In this work, seven candidate genes were investigated for their stability in grapevine samples referring to four distinct stresses (Erysiphe necator, wounding and UV-C irradiation in leaves and Phaeomoniella chlamydospora colonization in wood). The expression stability was evaluated using geNorm, NormFinder and BestKeeper. In all cases, full agreement was not observed for the three methods. To provide comprehensive rankings integrating the three different programs, for each treatment, a consensus ranking was created using a non-weighted unsupervised rank aggregation method. According to the last, the three most suitable reference genes to be used in grapevine leaves, regardless of the stress, are UBC, VAG and PEP. For the P. chlamydospora treatment, EF1, CYP and UBC were the best scoring genes. Acquaintance of the most suitable reference genes to be used in grapevine samples can contribute for accurate gene expression quantification in forthcoming studies.
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