ArticlePloS one2016
Identifying Stable Reference Genes for qRT-PCR Normalisation in Gene Expression Studies of Narrow-Leafed Lupin (Lupinus angustifolius L.).
Article in PloS one, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 19 papers.
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Who cites it
19 citing papers in PubMed, 33 citations in OpenAlex.
- Identification of best housekeeping gene for normalization in qRT-PCR data under different development stages and stress conditions in Vigna mungo.Scientific reports · 2025Article
- Impact of m6A modification and transcript quantity on mRNA composition in plant stress granules under hypoxia.Journal of experimental botany · 2025Article
- A successful defense of the narrow-leafed lupin against anthracnose involves quick and orchestrated reprogramming of oxidation-reduction, photosynthesis and pathogenesis-related genes.Scientific reports · 2022Article
- Selection and validation of reference genes for RT-qPCR-based analyses ofFrontiers in physiology · 2022Article
- Nodulating white lupins take advantage of the reciprocal interplay between N and P nutritional responses.Physiologia plantarum · 2022Article
- Development and application of a virus-induced gene silencing protocol for the study of gene function in narrow-leafed lupin.Plant methods · 2021Article
- Expression stability of internal reference gene in response to Trichoderma polysporum infection in Avena fatua L.Current genetics · 2021Article
- Spatio-temporal selection of reference genes in the two congeneric species of Glycyrrhiza.Scientific reports · 2021Article
- The Resistance of Narrow-Leafed Lupin toInternational journal of molecular sciences · 2021Article
- Photoperiod and Vernalization Control of Flowering-Related Genes: A Case Study of the Narrow-Leafed Lupin (Frontiers in plant science · 2020Article
- Quinolizidine alkaloids are transported to seeds of bitter narrow-leafed lupin.Journal of experimental botany · 2019Article
- INDEL variation in the regulatory region of the major flowering time gene LanFTc1 is associated with vernalization response and flowering time in narrow-leafed lupin (Lupinus angustifolius L.).Plant, cell & environment · 2019Article
- 2,4-D and dicamba resistance mechanisms in wild radish: subtle, complex and population specific?Annals of botany · 2018Article
- Reference gene selection for molecular studies of dormancy in wild oat (Avena fatua L.) caryopses by RT-qPCR method.PloS one · 2018Article
- Article
- Selection and validation of suitable reference genes for qRT-PCR analysis in pear leaf tissues under distinct training systems.PloS one · 2018Article
- Reference gene selection for qRT-PCR assays inPeerJ · 2018Article
- Identification and Functional Annotation of Genes Differentially Expressed in the Reproductive Tissues of the Olive Tree (Frontiers in plant science · 2017Article
- Reliable reference genes for normalization of gene expression data in tea plants (Camellia sinensis) exposed to metal stresses.PloS one · 2017Article
Corrections and comments
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Authors and funding
4 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Quantitative Reverse Transcription PCR (qRT-PCR) is currently one of the most popular, high-throughput and sensitive technologies available for quantifying gene expression. Its accurate application depends heavily upon normalisation of gene-of-interest data with reference genes that are uniformly expressed under experimental conditions. The aim of this study was to provide the first validation of reference genes for Lupinus angustifolius (narrow-leafed lupin, a significant grain legume crop) using a selection of seven genes previously trialed as reference genes for the model legume, Medicago truncatula. In a preliminary evaluation, the seven candidate reference genes were assessed on the basis of primer specificity for their respective targeted region, PCR amplification efficiency, and ability to discriminate between cDNA and gDNA. Following this assessment, expression of the three most promising candidates [Ubiquitin C (UBC), Helicase (HEL), and Polypyrimidine tract-binding protein (PTB)] was evaluated using the NormFinder and RefFinder statistical algorithms in two narrow-leafed lupin lines, both with and without vernalisation treatment, and across seven organ types (cotyledons, stem, leaves, shoot apical meristem, flowers, pods and roots) encompassing three developmental stages. UBC was consistently identified as the most stable candidate and has sufficiently uniform expression that it may be used as a sole reference gene under the experimental conditions tested here. However, as organ type and developmental stage were associated with greater variability in relative expression, it is recommended using UBC and HEL as a pair to achieve optimal normalisation. These results highlight the importance of rigorously assessing candidate reference genes for each species across a diverse range of organs and developmental stages. With emerging technologies, such as RNAseq, and the completion of valuable transcriptome data sets, it is possible that other potentially more suitable reference genes will be identified for this species in future.
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