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Systematic screening and validation of reliable reference genes for qRT-PCR analysis in Okra (Abelmoschus esculentus L.)
Quantitative real-time polymerase chain reaction (qRT-PCR) is a sensitive and widely used technique for quantifying gene expression levels, and its accuracy depends on the reference genes used for data normalization. To date, no reference gene has been reported in the nutritious and functional veget...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9334609/ https://www.ncbi.nlm.nih.gov/pubmed/35902620 http://dx.doi.org/10.1038/s41598-022-16124-3 |
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author | Zhang, Jing-Rong Feng, Yuan-Yuan Yang, Ma-Jin Xiao, Yu Liu, Yu-Shan Yuan, Yuan Li, Zhen Zhang, Yan Zhuo, Ming Zhang, Jun Li, Cai-Xia |
author_facet | Zhang, Jing-Rong Feng, Yuan-Yuan Yang, Ma-Jin Xiao, Yu Liu, Yu-Shan Yuan, Yuan Li, Zhen Zhang, Yan Zhuo, Ming Zhang, Jun Li, Cai-Xia |
author_sort | Zhang, Jing-Rong |
collection | PubMed |
description | Quantitative real-time polymerase chain reaction (qRT-PCR) is a sensitive and widely used technique for quantifying gene expression levels, and its accuracy depends on the reference genes used for data normalization. To date, no reference gene has been reported in the nutritious and functional vegetable okra (Abelmoschus esculentus L.). Herein, 11 candidates of reference genes were selected and evaluated for their expression stability in okra in different tissues at different developmental stages by using three software algorithms (geNorm, NormFinder, BestKeeper) and a web-based tool (RefFinder). Among them, eukaryotic initiation factor 4 alpha (eIF4A) and protein phosphatase 2A (PP2A) showed the highest stability, while TUA5 had the lowest stability. The combined usage of these two most stable reference genes was sufficient to normalize gene expression in okra. Then, the above results were further validated by normalizing the expression of the cellulose synthase gene CesA4. This work provides appropriate reference genes for transcript normalization in okra, which will facilitate subsequent functional gene research on this vegetable crop. |
format | Online Article Text |
id | pubmed-9334609 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-93346092022-07-30 Systematic screening and validation of reliable reference genes for qRT-PCR analysis in Okra (Abelmoschus esculentus L.) Zhang, Jing-Rong Feng, Yuan-Yuan Yang, Ma-Jin Xiao, Yu Liu, Yu-Shan Yuan, Yuan Li, Zhen Zhang, Yan Zhuo, Ming Zhang, Jun Li, Cai-Xia Sci Rep Article Quantitative real-time polymerase chain reaction (qRT-PCR) is a sensitive and widely used technique for quantifying gene expression levels, and its accuracy depends on the reference genes used for data normalization. To date, no reference gene has been reported in the nutritious and functional vegetable okra (Abelmoschus esculentus L.). Herein, 11 candidates of reference genes were selected and evaluated for their expression stability in okra in different tissues at different developmental stages by using three software algorithms (geNorm, NormFinder, BestKeeper) and a web-based tool (RefFinder). Among them, eukaryotic initiation factor 4 alpha (eIF4A) and protein phosphatase 2A (PP2A) showed the highest stability, while TUA5 had the lowest stability. The combined usage of these two most stable reference genes was sufficient to normalize gene expression in okra. Then, the above results were further validated by normalizing the expression of the cellulose synthase gene CesA4. This work provides appropriate reference genes for transcript normalization in okra, which will facilitate subsequent functional gene research on this vegetable crop. Nature Publishing Group UK 2022-07-28 /pmc/articles/PMC9334609/ /pubmed/35902620 http://dx.doi.org/10.1038/s41598-022-16124-3 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 Zhang, Jing-Rong Feng, Yuan-Yuan Yang, Ma-Jin Xiao, Yu Liu, Yu-Shan Yuan, Yuan Li, Zhen Zhang, Yan Zhuo, Ming Zhang, Jun Li, Cai-Xia Systematic screening and validation of reliable reference genes for qRT-PCR analysis in Okra (Abelmoschus esculentus L.) |
title | Systematic screening and validation of reliable reference genes for qRT-PCR analysis in Okra (Abelmoschus esculentus L.) |
title_full | Systematic screening and validation of reliable reference genes for qRT-PCR analysis in Okra (Abelmoschus esculentus L.) |
title_fullStr | Systematic screening and validation of reliable reference genes for qRT-PCR analysis in Okra (Abelmoschus esculentus L.) |
title_full_unstemmed | Systematic screening and validation of reliable reference genes for qRT-PCR analysis in Okra (Abelmoschus esculentus L.) |
title_short | Systematic screening and validation of reliable reference genes for qRT-PCR analysis in Okra (Abelmoschus esculentus L.) |
title_sort | systematic screening and validation of reliable reference genes for qrt-pcr analysis in okra (abelmoschus esculentus l.) |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9334609/ https://www.ncbi.nlm.nih.gov/pubmed/35902620 http://dx.doi.org/10.1038/s41598-022-16124-3 |
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