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Selection of reference genes for the quantitative real-time PCR normalization of gene expression in Isatis indigotica fortune
BACKGROUND: Isatis indigotica, a traditional Chinese medicine, produces a variety of active ingredients. However, little is known about the key genes and corresponding expression profiling involved in the biosynthesis pathways of these ingredients. Quantitative real-time polymerase chain reaction (q...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6434783/ https://www.ncbi.nlm.nih.gov/pubmed/30909859 http://dx.doi.org/10.1186/s12867-019-0126-y |
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author | Qu, Renjun Miao, Yujing Cui, Yingjing Cao, Yiwen Zhou, Ying Tang, Xiaoqing Yang, Jie Wang, Fangquan |
author_facet | Qu, Renjun Miao, Yujing Cui, Yingjing Cao, Yiwen Zhou, Ying Tang, Xiaoqing Yang, Jie Wang, Fangquan |
author_sort | Qu, Renjun |
collection | PubMed |
description | BACKGROUND: Isatis indigotica, a traditional Chinese medicine, produces a variety of active ingredients. However, little is known about the key genes and corresponding expression profiling involved in the biosynthesis pathways of these ingredients. Quantitative real-time polymerase chain reaction (qRT-PCR) is a powerful, commonly-used method for gene expression analysis, but the accuracy of the quantitative data produced depends on the appropriate selection of reference genes. RESULTS: In this study, the systematic analysis of the reference genes was performed for quantitative real-Time PCR normalization in I. indigotica. We selected nine candidate reference genes, including six traditional housekeeping genes (ACT, α-TUB, β-TUB, UBC, CYP, and EF1-α), and three newly stable internal control genes (MUB, TIP41, and RPL) from a transcriptome dataset of I. indigotica, and evaluated their expression stabilities in different tissues (root, stem, leaf, and petiole) and leaves exposed to three abiotic treatments (low-nitrogen, ABA, and MeJA) using geNorm, NormFinder, BestKeeper, and comprehensive RefFind algorithms. The results demonstrated that MUB and EF1-α were the two most stable reference genes for all samples. TIP41 as the optimal reference gene for low-nitrogen stress and MeJA treatment, while ACT had the highest ranking for ABA treatment and CYP was the most suitable for different tissues. CONCLUSIONS: The results revealed that the selection and validation of appropriate reference genes for normalizing data is mandatory to acquire accurate quantification results. The necessity of specific internal control for specific conditions was also emphasized. Furthermore, this work will provide valuable information to enhance further research in gene function and molecular biology on I. indigotica and other related species. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12867-019-0126-y) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-6434783 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-64347832019-04-08 Selection of reference genes for the quantitative real-time PCR normalization of gene expression in Isatis indigotica fortune Qu, Renjun Miao, Yujing Cui, Yingjing Cao, Yiwen Zhou, Ying Tang, Xiaoqing Yang, Jie Wang, Fangquan BMC Mol Biol Research Article BACKGROUND: Isatis indigotica, a traditional Chinese medicine, produces a variety of active ingredients. However, little is known about the key genes and corresponding expression profiling involved in the biosynthesis pathways of these ingredients. Quantitative real-time polymerase chain reaction (qRT-PCR) is a powerful, commonly-used method for gene expression analysis, but the accuracy of the quantitative data produced depends on the appropriate selection of reference genes. RESULTS: In this study, the systematic analysis of the reference genes was performed for quantitative real-Time PCR normalization in I. indigotica. We selected nine candidate reference genes, including six traditional housekeeping genes (ACT, α-TUB, β-TUB, UBC, CYP, and EF1-α), and three newly stable internal control genes (MUB, TIP41, and RPL) from a transcriptome dataset of I. indigotica, and evaluated their expression stabilities in different tissues (root, stem, leaf, and petiole) and leaves exposed to three abiotic treatments (low-nitrogen, ABA, and MeJA) using geNorm, NormFinder, BestKeeper, and comprehensive RefFind algorithms. The results demonstrated that MUB and EF1-α were the two most stable reference genes for all samples. TIP41 as the optimal reference gene for low-nitrogen stress and MeJA treatment, while ACT had the highest ranking for ABA treatment and CYP was the most suitable for different tissues. CONCLUSIONS: The results revealed that the selection and validation of appropriate reference genes for normalizing data is mandatory to acquire accurate quantification results. The necessity of specific internal control for specific conditions was also emphasized. Furthermore, this work will provide valuable information to enhance further research in gene function and molecular biology on I. indigotica and other related species. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12867-019-0126-y) contains supplementary material, which is available to authorized users. BioMed Central 2019-03-25 /pmc/articles/PMC6434783/ /pubmed/30909859 http://dx.doi.org/10.1186/s12867-019-0126-y Text en © The Author(s) 2019 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Research Article Qu, Renjun Miao, Yujing Cui, Yingjing Cao, Yiwen Zhou, Ying Tang, Xiaoqing Yang, Jie Wang, Fangquan Selection of reference genes for the quantitative real-time PCR normalization of gene expression in Isatis indigotica fortune |
title | Selection of reference genes for the quantitative real-time PCR normalization of gene expression in Isatis indigotica fortune |
title_full | Selection of reference genes for the quantitative real-time PCR normalization of gene expression in Isatis indigotica fortune |
title_fullStr | Selection of reference genes for the quantitative real-time PCR normalization of gene expression in Isatis indigotica fortune |
title_full_unstemmed | Selection of reference genes for the quantitative real-time PCR normalization of gene expression in Isatis indigotica fortune |
title_short | Selection of reference genes for the quantitative real-time PCR normalization of gene expression in Isatis indigotica fortune |
title_sort | selection of reference genes for the quantitative real-time pcr normalization of gene expression in isatis indigotica fortune |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6434783/ https://www.ncbi.nlm.nih.gov/pubmed/30909859 http://dx.doi.org/10.1186/s12867-019-0126-y |
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