ArticlePloS one2018
Selection of appropriate reference genes for the detection of rhythmic gene expression via quantitative real-time PCR in Tibetan hulless barley.
Article in PloS one, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 24 papers.
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24 citing papers in PubMed.
- Unveiling the TGA gene family in Qingke (Hordeum vulgare L. var. nudum) and the role of HvnTGA2 in host-pathogen interaction.BMC plant biology · 2026Article
- Comprehensive analysis of IDD family genes and their expression patterns in barley.BMC plant biology · 2026Article
- Proteomic Analysis of Low-Temperature Stress Response in Maize (Current issues in molecular biology · 2025Article
- Comprehensive analysis of PLATZ family genes and their responses to abiotic stresses in Barley.BMC plant biology · 2024Article
- Radiation Hormesis in Barley Manifests as Changes in Growth Dynamics Coordinated with the Expression ofInternational journal of molecular sciences · 2024Article
- Evaluation of Reference Genes for Normalizing RT-qPCR and Analysis of the Expression Patterns ofInternational journal of molecular sciences · 2023Article
- Article
- Light Drives and Temperature Modulates: Variation of Phenolic Compounds Profile in Relation to Photosynthesis in Spring Barley.International journal of molecular sciences · 2023Article
- Gene Editing for Plant Resistance to Abiotic Factors: A Systematic Review.Plants (Basel, Switzerland) · 2023Review
- Pathogenesis-related protein-4 (PR-4) gene family in Qingke (Hordeum vulgare L. var. nudum): genome-wide identification, structural analysis and expression profile under stresses.Molecular biology reports · 2022Article
- Regulation of Phenolic Compound Production by Light Varying in Spectral Quality and Total Irradiance.International journal of molecular sciences · 2022Article
- Characterization of thePlants (Basel, Switzerland) · 2022Article
- Genome-wide analysis of the Thaumatin-like gene family in Qingke (Frontiers in plant science · 2022Article
- Assessment of Human Papillomavirus Infection and Risk Factors in Egyptian Women With Breast Cancer.Breast cancer : basic and clinical research · 2021Article
- Article
- Effects of Phosphate Shortage on Root Growth and Hormone Content of Barley Depend on Capacity of the Roots to Accumulate ABA.Plants (Basel, Switzerland) · 2020Article
- Nanoparticles Affect the Expression Stability of Housekeeping Genes in Plant Cells.Nanotechnology, science and applications · 2020Article
- Analysis of reference genes stability and histidine kinase expression under cold stress in Cordyceps militaris.PloS one · 2020Article
- Visualization of spatial gene expression in plants by modified RNAscope fluorescent in situ hybridization.Plant methods · 2020Article
- Selection of Suitable Reference Genes for RT-qPCR Gene Expression Analysis in Siberian Wild Rye (Genes · 2019Article
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7 authors.
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Abstract
Hulless barley (Hordeum vulgare L. var. nudum. hook. f.) has been cultivated as a major crop in the Qinghai-Tibet plateau of China for thousands of years. Compared to other cereal crops, the Tibetan hulless barley has developed stronger endogenous resistances to survive in the severe environment of its habitat. To understand the unique resistant mechanisms of this plant, detailed genetic studies need to be performed. The quantitative real-time reverse transcription-polymerase chain reaction (qRT-PCR) is the most commonly used method in detecting gene expression. However, the selection of stable reference genes under limited experimental conditions was considered to be an essential step for obtaining accurate results in qRT-PCR. In this study, 10 candidate reference genes-ACT (Actin), E2 (Ubiquitin conjugating enzyme 2), TUBα (Alpha-tubulin), TUBβ6 (Beta-tubulin 6), GAPDH (Glyceraldehyde 3-phosphate dehydrogenase), EF-1α (Elongation factor 1-alpha), SAMDC (S-adenosylmethionine decarboxylase), PKABA1 (Gene for protein kinase HvPKABA1), PGK (Phosphoglycerate kinase), and HSP90 (Heat shock protein 90)-were selected from the NCBI gene database of barley. Following qRT-PCR amplifications of all candidate reference genes in Tibetan hulless barley seedlings under various stressed conditions, the stabilities of these candidates were analyzed by three individual software packages including geNorm, NormFinder, and BestKeeper. The results demonstrated that TUBβ6, E2, TUBα, and HSP90 were generally the most suitable sets under all tested conditions; similarly, TUBα and HSP90 showed peak stability under salt stress, TUBα and EF-1α were the most suitable reference genes under cold stress, and ACT and E2 were the most stable under drought stress. Finally, a known circadian gene CCA1 was used to verify the service ability of chosen reference genes. The results confirmed that all recommended reference genes by the three software were suitable for gene expression analysis under tested stress conditions by the qRT-PCR method.
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