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Validation of suitable reference genes by various algorithms for gene expression analysis in Isodon rubescens under different abiotic stresses
Isodon rubescens (Hemsley) H. Hara (Lamiaceae) is a traditional Chinese medicine plant that has been used to treat various human diseases. Oridonin is one of the main active ingredients, and the route of its molecular biosynthesis remains to be determined. The study of gene expression patterns can p...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Nature Publishing Group UK
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9666634/ https://www.ncbi.nlm.nih.gov/pubmed/36380055 http://dx.doi.org/10.1038/s41598-022-22397-5 |
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author | Lian, Conglong Zhang, Bao Yang, Jingfan Lan, JinXu Yang, Hao Guo, Kaihua Li, Jingjing Chen, Suiqing |
author_facet | Lian, Conglong Zhang, Bao Yang, Jingfan Lan, JinXu Yang, Hao Guo, Kaihua Li, Jingjing Chen, Suiqing |
author_sort | Lian, Conglong |
collection | PubMed |
description | Isodon rubescens (Hemsley) H. Hara (Lamiaceae) is a traditional Chinese medicine plant that has been used to treat various human diseases. Oridonin is one of the main active ingredients, and the route of its molecular biosynthesis remains to be determined. The study of gene expression patterns can provide clues toward the understanding of its biological functions. The selection of suitable reference genes for normalizing target gene expression is the first steps in any quantitative real-time PCR (RT-qPCR) gene expression study. Therefore, validation of suitable reference genes is necessary for obtaining reliable results in RT-qPCR analyses of I. rubescens. Here, 12 candidate reference genes were chosen, and their expression stability in different tissues of I. rubescens and in leaves under different abiotic stresses (NaCl, dehydration, SA, MeJA, and ABA) was evaluated using the ∆Ct, NormFinder, GeNorm, BestKeeper, and RankAggreg statistical tools. Analysis using the comprehensive tools of RankAggreg algorithm showed that GADPH, 18S and eIF were stably expressed in different tissues; UBQ, Apt, and HIS; Cycl, UBQ, and PP2A; GADPH, 18S, and eIF; eIF, UBQ, and PP2A; TUB, Cycl, and UBQ; were the best three candidate reference genes for the samples of Dehydration, NaCl, SA, MeJA, and ABA treatment, respectively. While for the concatenated sets of ND (NaCl and dehydration) and SMA (SA, MeJA, and ABA), UBQ, HIS, and TUA; UBQ, eIF and Apt were the three appropriate candidate reference genes, respectively. In addition, the expression patterns of HMGR in different tissues and under different treatments were used to confirm the reliability of the selected reference genes, indicating that the use of an inappropriate reference gene as the internal control will cause results with a large deviation. This work is the first study on the expression stability of reference genes in I. rubescens and will be particularly useful for gene functional research in this species. |
format | Online Article Text |
id | pubmed-9666634 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-96666342022-11-17 Validation of suitable reference genes by various algorithms for gene expression analysis in Isodon rubescens under different abiotic stresses Lian, Conglong Zhang, Bao Yang, Jingfan Lan, JinXu Yang, Hao Guo, Kaihua Li, Jingjing Chen, Suiqing Sci Rep Article Isodon rubescens (Hemsley) H. Hara (Lamiaceae) is a traditional Chinese medicine plant that has been used to treat various human diseases. Oridonin is one of the main active ingredients, and the route of its molecular biosynthesis remains to be determined. The study of gene expression patterns can provide clues toward the understanding of its biological functions. The selection of suitable reference genes for normalizing target gene expression is the first steps in any quantitative real-time PCR (RT-qPCR) gene expression study. Therefore, validation of suitable reference genes is necessary for obtaining reliable results in RT-qPCR analyses of I. rubescens. Here, 12 candidate reference genes were chosen, and their expression stability in different tissues of I. rubescens and in leaves under different abiotic stresses (NaCl, dehydration, SA, MeJA, and ABA) was evaluated using the ∆Ct, NormFinder, GeNorm, BestKeeper, and RankAggreg statistical tools. Analysis using the comprehensive tools of RankAggreg algorithm showed that GADPH, 18S and eIF were stably expressed in different tissues; UBQ, Apt, and HIS; Cycl, UBQ, and PP2A; GADPH, 18S, and eIF; eIF, UBQ, and PP2A; TUB, Cycl, and UBQ; were the best three candidate reference genes for the samples of Dehydration, NaCl, SA, MeJA, and ABA treatment, respectively. While for the concatenated sets of ND (NaCl and dehydration) and SMA (SA, MeJA, and ABA), UBQ, HIS, and TUA; UBQ, eIF and Apt were the three appropriate candidate reference genes, respectively. In addition, the expression patterns of HMGR in different tissues and under different treatments were used to confirm the reliability of the selected reference genes, indicating that the use of an inappropriate reference gene as the internal control will cause results with a large deviation. This work is the first study on the expression stability of reference genes in I. rubescens and will be particularly useful for gene functional research in this species. Nature Publishing Group UK 2022-11-15 /pmc/articles/PMC9666634/ /pubmed/36380055 http://dx.doi.org/10.1038/s41598-022-22397-5 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Lian, Conglong Zhang, Bao Yang, Jingfan Lan, JinXu Yang, Hao Guo, Kaihua Li, Jingjing Chen, Suiqing Validation of suitable reference genes by various algorithms for gene expression analysis in Isodon rubescens under different abiotic stresses |
title | Validation of suitable reference genes by various algorithms for gene expression analysis in Isodon rubescens under different abiotic stresses |
title_full | Validation of suitable reference genes by various algorithms for gene expression analysis in Isodon rubescens under different abiotic stresses |
title_fullStr | Validation of suitable reference genes by various algorithms for gene expression analysis in Isodon rubescens under different abiotic stresses |
title_full_unstemmed | Validation of suitable reference genes by various algorithms for gene expression analysis in Isodon rubescens under different abiotic stresses |
title_short | Validation of suitable reference genes by various algorithms for gene expression analysis in Isodon rubescens under different abiotic stresses |
title_sort | validation of suitable reference genes by various algorithms for gene expression analysis in isodon rubescens under different abiotic stresses |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9666634/ https://www.ncbi.nlm.nih.gov/pubmed/36380055 http://dx.doi.org/10.1038/s41598-022-22397-5 |
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