Reference genes identification for normalization of qPCR under multiple stresses in Hordeum brevisubulatum
Abstract Background Real-time quantitative PCR has been widely used as the most reliable method to measure gene expression, due to its high accuracy and specificity. Wild barley (Hordeum brevisubulatum (Trin.) Link) is a wild relative species in Triticeae that has strong tolerance to abiotic stresse...
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doaj-45852b947b62462aaac9b29c94bc7f1e2020-11-25T01:35:51ZengBMCPlant Methods1746-48112018-12-0114111410.1186/s13007-018-0379-3Reference genes identification for normalization of qPCR under multiple stresses in Hordeum brevisubulatumLili Zhang0Qike Zhang1Ying Jiang2Yang Li3Haiwen Zhang4Ruifen Li5Beijing Key Laboratory of Agricultural Genetic Resources and Biotechnology, Beijing Agro-biotechnology Research Center, Beijing Academy of Agriculture and Forestry SciencesCollege of Life Science, Hebei Normal UniversityBeijing Key Laboratory of Agricultural Genetic Resources and Biotechnology, Beijing Agro-biotechnology Research Center, Beijing Academy of Agriculture and Forestry SciencesCollege of Life Science, Hebei Normal UniversityBeijing Key Laboratory of Agricultural Genetic Resources and Biotechnology, Beijing Agro-biotechnology Research Center, Beijing Academy of Agriculture and Forestry SciencesBeijing Key Laboratory of Agricultural Genetic Resources and Biotechnology, Beijing Agro-biotechnology Research Center, Beijing Academy of Agriculture and Forestry SciencesAbstract Background Real-time quantitative PCR has been widely used as the most reliable method to measure gene expression, due to its high accuracy and specificity. Wild barley (Hordeum brevisubulatum (Trin.) Link) is a wild relative species in Triticeae that has strong tolerance to abiotic stresses and extremely wide adaptation. However, suitable references gene have not been documented for standardization of gene expression in wild barley under abiotic stress. Results Here we report the first systematic and comprehensive analysis of reference genes for quantitative real-time PCR standardization in wild barley. We selected 11 genes, including ACT (Actin), ADP (ADP-ribosylation factor 1), CYP2 (Cyclophilin 2), EF-1α (Elongation factor 1-alpha), GAPDH (Glyceraldehyde 3-phosphate dehydrogenase), HSP90 (Heat shock protein 90), TUBα (Alpha-tubulin), TUBβ6 (Beta-tubulin 6), UBI (Ubiquitin), 18SrRNA-1 (guanine1575-N7-methyltransferase) and 18SrRNA-3 (adenine1779-N6-dimethyltransferase) from a wild barley transcriptome database and analyzed their expression stabilities in shoots and roots of wild barley seedling under various stress conditions using comparative ΔCt, BestKeeper, Normfinder and geNorm software. The results demonstrated that ADP was the most suitable reference gene in salt stress while UBI showed peak stability under mannitol and ABA stress; EF-1α was the most appropriate reference gene for PEG, GA3, ethylene and heat stress; 18SrRNA-3 was the best choice for cold stress; and TUBα was the first stable gene across different tissues. Conclusions Our main contribution was to identify reference genes with suitable and stable expression in wild barley under various stress conditions and in different tissues to provide a useful resource for future studies. The results demonstrate the importance of transcriptome data as a useful resource for the screening of candidate reference genes and highlight the need for specific reference genes for specific conditions. Furthermore, these findings will provide valuable information for wild barley and relative species for future research.http://link.springer.com/article/10.1186/s13007-018-0379-3Hordeum brevisubulatumReference geneAbiotic stressQuantitative real-time PCR |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Lili Zhang Qike Zhang Ying Jiang Yang Li Haiwen Zhang Ruifen Li |
spellingShingle |
Lili Zhang Qike Zhang Ying Jiang Yang Li Haiwen Zhang Ruifen Li Reference genes identification for normalization of qPCR under multiple stresses in Hordeum brevisubulatum Plant Methods Hordeum brevisubulatum Reference gene Abiotic stress Quantitative real-time PCR |
author_facet |
Lili Zhang Qike Zhang Ying Jiang Yang Li Haiwen Zhang Ruifen Li |
author_sort |
Lili Zhang |
title |
Reference genes identification for normalization of qPCR under multiple stresses in Hordeum brevisubulatum |
title_short |
Reference genes identification for normalization of qPCR under multiple stresses in Hordeum brevisubulatum |
title_full |
Reference genes identification for normalization of qPCR under multiple stresses in Hordeum brevisubulatum |
title_fullStr |
Reference genes identification for normalization of qPCR under multiple stresses in Hordeum brevisubulatum |
title_full_unstemmed |
Reference genes identification for normalization of qPCR under multiple stresses in Hordeum brevisubulatum |
title_sort |
reference genes identification for normalization of qpcr under multiple stresses in hordeum brevisubulatum |
publisher |
BMC |
series |
Plant Methods |
issn |
1746-4811 |
publishDate |
2018-12-01 |
description |
Abstract Background Real-time quantitative PCR has been widely used as the most reliable method to measure gene expression, due to its high accuracy and specificity. Wild barley (Hordeum brevisubulatum (Trin.) Link) is a wild relative species in Triticeae that has strong tolerance to abiotic stresses and extremely wide adaptation. However, suitable references gene have not been documented for standardization of gene expression in wild barley under abiotic stress. Results Here we report the first systematic and comprehensive analysis of reference genes for quantitative real-time PCR standardization in wild barley. We selected 11 genes, including ACT (Actin), ADP (ADP-ribosylation factor 1), CYP2 (Cyclophilin 2), EF-1α (Elongation factor 1-alpha), GAPDH (Glyceraldehyde 3-phosphate dehydrogenase), HSP90 (Heat shock protein 90), TUBα (Alpha-tubulin), TUBβ6 (Beta-tubulin 6), UBI (Ubiquitin), 18SrRNA-1 (guanine1575-N7-methyltransferase) and 18SrRNA-3 (adenine1779-N6-dimethyltransferase) from a wild barley transcriptome database and analyzed their expression stabilities in shoots and roots of wild barley seedling under various stress conditions using comparative ΔCt, BestKeeper, Normfinder and geNorm software. The results demonstrated that ADP was the most suitable reference gene in salt stress while UBI showed peak stability under mannitol and ABA stress; EF-1α was the most appropriate reference gene for PEG, GA3, ethylene and heat stress; 18SrRNA-3 was the best choice for cold stress; and TUBα was the first stable gene across different tissues. Conclusions Our main contribution was to identify reference genes with suitable and stable expression in wild barley under various stress conditions and in different tissues to provide a useful resource for future studies. The results demonstrate the importance of transcriptome data as a useful resource for the screening of candidate reference genes and highlight the need for specific reference genes for specific conditions. Furthermore, these findings will provide valuable information for wild barley and relative species for future research. |
topic |
Hordeum brevisubulatum Reference gene Abiotic stress Quantitative real-time PCR |
url |
http://link.springer.com/article/10.1186/s13007-018-0379-3 |
work_keys_str_mv |
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