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Identification of Optimal Reference Genes for Normalization of qPCR Analysis during Pepper Fruit Development
Due to its high sensitivity and reproducibility, quantitative real-time PCR (qPCR) is practiced as a useful research tool for targeted gene expression analysis. For qPCR operations, the normalization with suitable reference genes (RGs) is a crucial step that eventually determines the reliability of...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5489665/ https://www.ncbi.nlm.nih.gov/pubmed/28706523 http://dx.doi.org/10.3389/fpls.2017.01128 |
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author | Cheng, Yuan Pang, Xin Wan, Hongjian Ahammed, Golam J. Yu, Jiahong Yao, Zhuping Ruan, Meiying Ye, Qingjing Li, Zhimiao Wang, Rongqing Yang, Yuejian Zhou, Guozhi |
author_facet | Cheng, Yuan Pang, Xin Wan, Hongjian Ahammed, Golam J. Yu, Jiahong Yao, Zhuping Ruan, Meiying Ye, Qingjing Li, Zhimiao Wang, Rongqing Yang, Yuejian Zhou, Guozhi |
author_sort | Cheng, Yuan |
collection | PubMed |
description | Due to its high sensitivity and reproducibility, quantitative real-time PCR (qPCR) is practiced as a useful research tool for targeted gene expression analysis. For qPCR operations, the normalization with suitable reference genes (RGs) is a crucial step that eventually determines the reliability of the obtained results. Although pepper is considered an ideal model plant for the study of non-climacteric fruit development, at present no specific RG have been developed or validated for the qPCR analyses of pepper fruit. Therefore, this study aimed to identify stably expressed genes for their potential use as RGs in pepper fruit studies. Initially, a total of 35 putative RGs were selected by mining the pepper transcriptome data sets derived from the PGP (Pepper Genome Platform) and PGD (Pepper Genome Database). Their expression stabilities were further measured in a set of pepper (Capsicum annuum L. var. 007e) fruit samples, which represented four different fruit developmental stages (IM: Immature; MG: Mature green; B: Break; MR: Mature red) using the qPCR analysis. Then, based on the qPCR results, three different statistical algorithms, namely geNorm, Normfinder, and boxplot, were chosen to evaluate the expression stabilities of these putative RGs. It should be noted that nine genes were proven to be qualified as RGs during pepper fruit development, namely CaREV05 (CA00g79660); CaREV08 (CA06g02180); CaREV09 (CA06g05650); CaREV16 (Capana12g002666); CaREV21 (Capana10g001439); CaREV23 (Capana05g000680); CaREV26 (Capana01g002973); CaREV27 (Capana11g000123); CaREV31 (Capana04g002411); and CaREV33 (Capana08g001826). Further analysis based on geNorm suggested that the application of the two most stably expressed genes (CaREV05 and CaREV08) would provide optimal transcript normalization in the qPCR experiments. Therefore, a new and comprehensive strategy for the identification of optimal RGs was developed. This strategy allowed for the effective normalization of the qPCR analysis of the pepper fruit development at the whole pepper genome level. This study not only explored the optimal RGs specific for studying pepper fruit development, but also introduced a referable strategy of RG mining which could potentially be implicated in other plant species. |
format | Online Article Text |
id | pubmed-5489665 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-54896652017-07-13 Identification of Optimal Reference Genes for Normalization of qPCR Analysis during Pepper Fruit Development Cheng, Yuan Pang, Xin Wan, Hongjian Ahammed, Golam J. Yu, Jiahong Yao, Zhuping Ruan, Meiying Ye, Qingjing Li, Zhimiao Wang, Rongqing Yang, Yuejian Zhou, Guozhi Front Plant Sci Plant Science Due to its high sensitivity and reproducibility, quantitative real-time PCR (qPCR) is practiced as a useful research tool for targeted gene expression analysis. For qPCR operations, the normalization with suitable reference genes (RGs) is a crucial step that eventually determines the reliability of the obtained results. Although pepper is considered an ideal model plant for the study of non-climacteric fruit development, at present no specific RG have been developed or validated for the qPCR analyses of pepper fruit. Therefore, this study aimed to identify stably expressed genes for their potential use as RGs in pepper fruit studies. Initially, a total of 35 putative RGs were selected by mining the pepper transcriptome data sets derived from the PGP (Pepper Genome Platform) and PGD (Pepper Genome Database). Their expression stabilities were further measured in a set of pepper (Capsicum annuum L. var. 007e) fruit samples, which represented four different fruit developmental stages (IM: Immature; MG: Mature green; B: Break; MR: Mature red) using the qPCR analysis. Then, based on the qPCR results, three different statistical algorithms, namely geNorm, Normfinder, and boxplot, were chosen to evaluate the expression stabilities of these putative RGs. It should be noted that nine genes were proven to be qualified as RGs during pepper fruit development, namely CaREV05 (CA00g79660); CaREV08 (CA06g02180); CaREV09 (CA06g05650); CaREV16 (Capana12g002666); CaREV21 (Capana10g001439); CaREV23 (Capana05g000680); CaREV26 (Capana01g002973); CaREV27 (Capana11g000123); CaREV31 (Capana04g002411); and CaREV33 (Capana08g001826). Further analysis based on geNorm suggested that the application of the two most stably expressed genes (CaREV05 and CaREV08) would provide optimal transcript normalization in the qPCR experiments. Therefore, a new and comprehensive strategy for the identification of optimal RGs was developed. This strategy allowed for the effective normalization of the qPCR analysis of the pepper fruit development at the whole pepper genome level. This study not only explored the optimal RGs specific for studying pepper fruit development, but also introduced a referable strategy of RG mining which could potentially be implicated in other plant species. Frontiers Media S.A. 2017-06-29 /pmc/articles/PMC5489665/ /pubmed/28706523 http://dx.doi.org/10.3389/fpls.2017.01128 Text en Copyright © 2017 Cheng, Pang, Wan, Ahammed, Yu, Yao, Ruan, Ye, Li, Wang, Yang and Zhou. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Plant Science Cheng, Yuan Pang, Xin Wan, Hongjian Ahammed, Golam J. Yu, Jiahong Yao, Zhuping Ruan, Meiying Ye, Qingjing Li, Zhimiao Wang, Rongqing Yang, Yuejian Zhou, Guozhi Identification of Optimal Reference Genes for Normalization of qPCR Analysis during Pepper Fruit Development |
title | Identification of Optimal Reference Genes for Normalization of qPCR Analysis during Pepper Fruit Development |
title_full | Identification of Optimal Reference Genes for Normalization of qPCR Analysis during Pepper Fruit Development |
title_fullStr | Identification of Optimal Reference Genes for Normalization of qPCR Analysis during Pepper Fruit Development |
title_full_unstemmed | Identification of Optimal Reference Genes for Normalization of qPCR Analysis during Pepper Fruit Development |
title_short | Identification of Optimal Reference Genes for Normalization of qPCR Analysis during Pepper Fruit Development |
title_sort | identification of optimal reference genes for normalization of qpcr analysis during pepper fruit development |
topic | Plant Science |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5489665/ https://www.ncbi.nlm.nih.gov/pubmed/28706523 http://dx.doi.org/10.3389/fpls.2017.01128 |
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