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Selection and validation of reference genes for RT-qPCR analysis of different organs at various development stages in Caragana intermedia
Reverse transcription quantitative PCR (RT-qPCR) is a technique widely used to investigate the expression of genes. An appropriate reference gene (RG) is essential for RT-qPCR analysis to obtain accurate and reliable results. Caragana intermedia plays an important role in afforestation as a bush. Ho...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
De Gruyter
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9483831/ https://www.ncbi.nlm.nih.gov/pubmed/36185405 http://dx.doi.org/10.1515/biol-2022-0463 |
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author | Liu, Jinhua Yang, Chuang Bai, Mingzhu Yan, Feng Qin, Haiying Wang, Ruigang Wan, Yongqing Li, Guojing |
author_facet | Liu, Jinhua Yang, Chuang Bai, Mingzhu Yan, Feng Qin, Haiying Wang, Ruigang Wan, Yongqing Li, Guojing |
author_sort | Liu, Jinhua |
collection | PubMed |
description | Reverse transcription quantitative PCR (RT-qPCR) is a technique widely used to investigate the expression of genes. An appropriate reference gene (RG) is essential for RT-qPCR analysis to obtain accurate and reliable results. Caragana intermedia plays an important role in afforestation as a bush. However, due to the lack of appropriate RGs, the research on development-related genes is limited. In this study, the selection for suitable RGs of different organs at various development stages to normalize the results of RT-qPCR about development-related genes was performed. To test the expression stability across all samples, we used the software algorithms such as geNorm, NormFinder, BestKeeper, and RefFinder to evaluate all the candidate RGs. Our results showed that CiEF1α was the most stable RG with little fluctuation among all samples. In addition, CiGAPDH in roots, CiSKIP1 in stems and leaves, and CiEF1α in different organs were selected as the most stable RGs. To confirm the applicability of the most stable RGs, the relative expression of CiWRKY17 was normalized using different candidate RGs. Taken together, our research laid a foundation for the study of development-related genes in C. intermedia. |
format | Online Article Text |
id | pubmed-9483831 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | De Gruyter |
record_format | MEDLINE/PubMed |
spelling | pubmed-94838312022-10-01 Selection and validation of reference genes for RT-qPCR analysis of different organs at various development stages in Caragana intermedia Liu, Jinhua Yang, Chuang Bai, Mingzhu Yan, Feng Qin, Haiying Wang, Ruigang Wan, Yongqing Li, Guojing Open Life Sci Research Article Reverse transcription quantitative PCR (RT-qPCR) is a technique widely used to investigate the expression of genes. An appropriate reference gene (RG) is essential for RT-qPCR analysis to obtain accurate and reliable results. Caragana intermedia plays an important role in afforestation as a bush. However, due to the lack of appropriate RGs, the research on development-related genes is limited. In this study, the selection for suitable RGs of different organs at various development stages to normalize the results of RT-qPCR about development-related genes was performed. To test the expression stability across all samples, we used the software algorithms such as geNorm, NormFinder, BestKeeper, and RefFinder to evaluate all the candidate RGs. Our results showed that CiEF1α was the most stable RG with little fluctuation among all samples. In addition, CiGAPDH in roots, CiSKIP1 in stems and leaves, and CiEF1α in different organs were selected as the most stable RGs. To confirm the applicability of the most stable RGs, the relative expression of CiWRKY17 was normalized using different candidate RGs. Taken together, our research laid a foundation for the study of development-related genes in C. intermedia. De Gruyter 2022-09-14 /pmc/articles/PMC9483831/ /pubmed/36185405 http://dx.doi.org/10.1515/biol-2022-0463 Text en © 2022 Jinhua Liu et al., published by De Gruyter https://creativecommons.org/licenses/by/4.0/This work is licensed under the Creative Commons Attribution 4.0 International License. |
spellingShingle | Research Article Liu, Jinhua Yang, Chuang Bai, Mingzhu Yan, Feng Qin, Haiying Wang, Ruigang Wan, Yongqing Li, Guojing Selection and validation of reference genes for RT-qPCR analysis of different organs at various development stages in Caragana intermedia |
title | Selection and validation of reference genes for RT-qPCR analysis of different organs at various development stages in Caragana intermedia
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title_full | Selection and validation of reference genes for RT-qPCR analysis of different organs at various development stages in Caragana intermedia
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title_fullStr | Selection and validation of reference genes for RT-qPCR analysis of different organs at various development stages in Caragana intermedia
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title_full_unstemmed | Selection and validation of reference genes for RT-qPCR analysis of different organs at various development stages in Caragana intermedia
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title_short | Selection and validation of reference genes for RT-qPCR analysis of different organs at various development stages in Caragana intermedia
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title_sort | selection and validation of reference genes for rt-qpcr analysis of different organs at various development stages in caragana intermedia |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9483831/ https://www.ncbi.nlm.nih.gov/pubmed/36185405 http://dx.doi.org/10.1515/biol-2022-0463 |
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