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Evaluation of putative reference genes for quantitative real-time PCR normalization in Lilium regale during development and under stress
Normalization to reference genes is the most common method to avoid bias in real-time quantitative PCR (qPCR), which has been widely used for quantification of gene expression. Despite several studies on gene expression, Lilium, and particularly L. regale, has not been fully investigated regarding t...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
PeerJ Inc.
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4806604/ https://www.ncbi.nlm.nih.gov/pubmed/27019788 http://dx.doi.org/10.7717/peerj.1837 |
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author | Liu, Qiang Wei, Chi Zhang, Ming-Fang Jia, Gui-Xia |
author_facet | Liu, Qiang Wei, Chi Zhang, Ming-Fang Jia, Gui-Xia |
author_sort | Liu, Qiang |
collection | PubMed |
description | Normalization to reference genes is the most common method to avoid bias in real-time quantitative PCR (qPCR), which has been widely used for quantification of gene expression. Despite several studies on gene expression, Lilium, and particularly L. regale, has not been fully investigated regarding the evaluation of reference genes suitable for normalization. In this study, nine putative reference genes, namely 18S rRNA, ACT, BHLH, CLA, CYP, EF1, GAPDH, SAND and TIP41, were analyzed for accurate quantitative PCR normalization at different developmental stages and under different stress conditions, including biotic (Botrytis elliptica), drought, salinity, cold and heat stress. All these genes showed a wide variation in their Cq (quantification Cycle) values, and their stabilities were calculated by geNorm, NormFinder and BestKeeper. In a combination of the results from the three algorithms, BHLH was superior to the other candidates when all the experimental treatments were analyzed together; CLA and EF1 were also recommended by two of the three algorithms. As for specific conditions, EF1 under various developmental stages, SAND under biotic stress, CYP/GAPDH under drought stress, and TIP41 under salinity stress were generally considered suitable. All the algorithms agreed on the stability of SAND and GAPDH under cold stress, while only CYP was selected under heat stress by all of them. Additionally, the selection of optimal reference genes under biotic stress was further verified by analyzing the expression level of LrLOX in leaves inoculated with B. elliptica. Our study would be beneficial for future studies on gene expression and molecular breeding of Lilium. |
format | Online Article Text |
id | pubmed-4806604 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | PeerJ Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-48066042016-03-25 Evaluation of putative reference genes for quantitative real-time PCR normalization in Lilium regale during development and under stress Liu, Qiang Wei, Chi Zhang, Ming-Fang Jia, Gui-Xia PeerJ Agricultural Science Normalization to reference genes is the most common method to avoid bias in real-time quantitative PCR (qPCR), which has been widely used for quantification of gene expression. Despite several studies on gene expression, Lilium, and particularly L. regale, has not been fully investigated regarding the evaluation of reference genes suitable for normalization. In this study, nine putative reference genes, namely 18S rRNA, ACT, BHLH, CLA, CYP, EF1, GAPDH, SAND and TIP41, were analyzed for accurate quantitative PCR normalization at different developmental stages and under different stress conditions, including biotic (Botrytis elliptica), drought, salinity, cold and heat stress. All these genes showed a wide variation in their Cq (quantification Cycle) values, and their stabilities were calculated by geNorm, NormFinder and BestKeeper. In a combination of the results from the three algorithms, BHLH was superior to the other candidates when all the experimental treatments were analyzed together; CLA and EF1 were also recommended by two of the three algorithms. As for specific conditions, EF1 under various developmental stages, SAND under biotic stress, CYP/GAPDH under drought stress, and TIP41 under salinity stress were generally considered suitable. All the algorithms agreed on the stability of SAND and GAPDH under cold stress, while only CYP was selected under heat stress by all of them. Additionally, the selection of optimal reference genes under biotic stress was further verified by analyzing the expression level of LrLOX in leaves inoculated with B. elliptica. Our study would be beneficial for future studies on gene expression and molecular breeding of Lilium. PeerJ Inc. 2016-03-21 /pmc/articles/PMC4806604/ /pubmed/27019788 http://dx.doi.org/10.7717/peerj.1837 Text en © 2016 Liu et al. http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, reproduction and adaptation in any medium and for any purpose provided that it is properly attributed. For attribution, the original author(s), title, publication source (PeerJ) and either DOI or URL of the article must be cited. |
spellingShingle | Agricultural Science Liu, Qiang Wei, Chi Zhang, Ming-Fang Jia, Gui-Xia Evaluation of putative reference genes for quantitative real-time PCR normalization in Lilium regale during development and under stress |
title | Evaluation of putative reference genes for quantitative real-time PCR normalization in Lilium regale during development and under stress |
title_full | Evaluation of putative reference genes for quantitative real-time PCR normalization in Lilium regale during development and under stress |
title_fullStr | Evaluation of putative reference genes for quantitative real-time PCR normalization in Lilium regale during development and under stress |
title_full_unstemmed | Evaluation of putative reference genes for quantitative real-time PCR normalization in Lilium regale during development and under stress |
title_short | Evaluation of putative reference genes for quantitative real-time PCR normalization in Lilium regale during development and under stress |
title_sort | evaluation of putative reference genes for quantitative real-time pcr normalization in lilium regale during development and under stress |
topic | Agricultural Science |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4806604/ https://www.ncbi.nlm.nih.gov/pubmed/27019788 http://dx.doi.org/10.7717/peerj.1837 |
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