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Genome-Wide Identification and Evaluation of Reference Genes for Quantitative RT-PCR Analysis during Tomato Fruit Development
Gene expression analysis in tomato fruit has drawn increasing attention nowadays. Quantitative real-time PCR (qPCR) is a routine technique for gene expression analysis. In qPCR operation, reliability of results largely depends on the choice of appropriate reference genes (RGs). Although tomato is a...
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/PMC5581943/ https://www.ncbi.nlm.nih.gov/pubmed/28900431 http://dx.doi.org/10.3389/fpls.2017.01440 |
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author | Cheng, Yuan Bian, Wuying Pang, Xin Yu, Jiahong Ahammed, Golam J. Zhou, Guozhi Wang, Rongqing Ruan, Meiying Li, Zhimiao Ye, Qingjing Yao, Zhuping Yang, Yuejian Wan, Hongjian |
author_facet | Cheng, Yuan Bian, Wuying Pang, Xin Yu, Jiahong Ahammed, Golam J. Zhou, Guozhi Wang, Rongqing Ruan, Meiying Li, Zhimiao Ye, Qingjing Yao, Zhuping Yang, Yuejian Wan, Hongjian |
author_sort | Cheng, Yuan |
collection | PubMed |
description | Gene expression analysis in tomato fruit has drawn increasing attention nowadays. Quantitative real-time PCR (qPCR) is a routine technique for gene expression analysis. In qPCR operation, reliability of results largely depends on the choice of appropriate reference genes (RGs). Although tomato is a model for fruit biology study, few RGs for qPCR analysis in tomato fruit had yet been developed. In this study, we initially identified 38 most stably expressed genes based on tomato transcriptome data set, and their expression stabilities were further determined in a set of tomato fruit samples of four different fruit developmental stages (Immature, mature green, breaker, mature red) using qPCR analysis. Two statistical algorithms, geNorm and Normfinder, concordantly determined the superiority of these identified putative RGs. Notably, SlFRG05 (Solyc01g104170), SlFRG12 (Solyc04g009770), SlFRG16 (Solyc10g081190), SlFRG27 (Solyc06g007510), and SlFRG37 (Solyc11g005330) were proved to be suitable RGs for tomato fruit development study. Further analysis using geNorm indicate that the combined use of SlFRG03 (Solyc02g063070) and SlFRG27 would provide more reliable normalization results in qPCR experiments. The identified RGs in this study will be beneficial for future qPCR analysis of tomato fruit developmental study, as well as for the potential identification of optimal normalization controls in other plant species. |
format | Online Article Text |
id | pubmed-5581943 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-55819432017-09-12 Genome-Wide Identification and Evaluation of Reference Genes for Quantitative RT-PCR Analysis during Tomato Fruit Development Cheng, Yuan Bian, Wuying Pang, Xin Yu, Jiahong Ahammed, Golam J. Zhou, Guozhi Wang, Rongqing Ruan, Meiying Li, Zhimiao Ye, Qingjing Yao, Zhuping Yang, Yuejian Wan, Hongjian Front Plant Sci Plant Science Gene expression analysis in tomato fruit has drawn increasing attention nowadays. Quantitative real-time PCR (qPCR) is a routine technique for gene expression analysis. In qPCR operation, reliability of results largely depends on the choice of appropriate reference genes (RGs). Although tomato is a model for fruit biology study, few RGs for qPCR analysis in tomato fruit had yet been developed. In this study, we initially identified 38 most stably expressed genes based on tomato transcriptome data set, and their expression stabilities were further determined in a set of tomato fruit samples of four different fruit developmental stages (Immature, mature green, breaker, mature red) using qPCR analysis. Two statistical algorithms, geNorm and Normfinder, concordantly determined the superiority of these identified putative RGs. Notably, SlFRG05 (Solyc01g104170), SlFRG12 (Solyc04g009770), SlFRG16 (Solyc10g081190), SlFRG27 (Solyc06g007510), and SlFRG37 (Solyc11g005330) were proved to be suitable RGs for tomato fruit development study. Further analysis using geNorm indicate that the combined use of SlFRG03 (Solyc02g063070) and SlFRG27 would provide more reliable normalization results in qPCR experiments. The identified RGs in this study will be beneficial for future qPCR analysis of tomato fruit developmental study, as well as for the potential identification of optimal normalization controls in other plant species. Frontiers Media S.A. 2017-08-29 /pmc/articles/PMC5581943/ /pubmed/28900431 http://dx.doi.org/10.3389/fpls.2017.01440 Text en Copyright © 2017 Cheng, Bian, Pang, Yu, Ahammed, Zhou, Wang, Ruan, Li, Ye, Yao, Yang and Wan. 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 Bian, Wuying Pang, Xin Yu, Jiahong Ahammed, Golam J. Zhou, Guozhi Wang, Rongqing Ruan, Meiying Li, Zhimiao Ye, Qingjing Yao, Zhuping Yang, Yuejian Wan, Hongjian Genome-Wide Identification and Evaluation of Reference Genes for Quantitative RT-PCR Analysis during Tomato Fruit Development |
title | Genome-Wide Identification and Evaluation of Reference Genes for Quantitative RT-PCR Analysis during Tomato Fruit Development |
title_full | Genome-Wide Identification and Evaluation of Reference Genes for Quantitative RT-PCR Analysis during Tomato Fruit Development |
title_fullStr | Genome-Wide Identification and Evaluation of Reference Genes for Quantitative RT-PCR Analysis during Tomato Fruit Development |
title_full_unstemmed | Genome-Wide Identification and Evaluation of Reference Genes for Quantitative RT-PCR Analysis during Tomato Fruit Development |
title_short | Genome-Wide Identification and Evaluation of Reference Genes for Quantitative RT-PCR Analysis during Tomato Fruit Development |
title_sort | genome-wide identification and evaluation of reference genes for quantitative rt-pcr analysis during tomato fruit development |
topic | Plant Science |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5581943/ https://www.ncbi.nlm.nih.gov/pubmed/28900431 http://dx.doi.org/10.3389/fpls.2017.01440 |
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