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Validation of Internal Control Genes for Quantitative Real-Time PCR Gene Expression Analysis in Morchella

The reliability of qRT-PCR results depend on the stability of reference genes used for normalization, suggesting the necessity of identification of reference genes before gene expression analysis. Morels are edible mushrooms well-known across the world and highly prized by many culinary kitchens. He...

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Autores principales: Zhang, Qianqian, Liu, Wei, Cai, Yingli, Lan, A-Feng, Bian, Yinbing
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6225436/
https://www.ncbi.nlm.nih.gov/pubmed/30213125
http://dx.doi.org/10.3390/molecules23092331
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author Zhang, Qianqian
Liu, Wei
Cai, Yingli
Lan, A-Feng
Bian, Yinbing
author_facet Zhang, Qianqian
Liu, Wei
Cai, Yingli
Lan, A-Feng
Bian, Yinbing
author_sort Zhang, Qianqian
collection PubMed
description The reliability of qRT-PCR results depend on the stability of reference genes used for normalization, suggesting the necessity of identification of reference genes before gene expression analysis. Morels are edible mushrooms well-known across the world and highly prized by many culinary kitchens. Here, several candidate genes were selected and designed according to the Morchella importuna transcriptome data. The stability of the candidate genes was evaluated with geNorm and NormFinder under three different experimental conditions, and several genes with excellent stability were selected. The extensive adaptability of the selected genes was tested in ten Morchella species. Results from the three experimental conditions revealed that ACT1 and INTF7 were the most prominent genes in Morchella, CYC3 was the most stable gene in different development stages, INTF4/AEF3 were the top-ranked genes across carbon sources, while INTF3/CYC3 pair showed the robust stability for temperature stress treatment. We suggest using ACT1, AEF3, CYC3, INTF3, INTF4 and INTF7 as reference genes for gene expression analysis studies for any of the 10 Morchella strains tested in this study. The stability and practicality of the gene, vacuolar protein sorting (INTF3), vacuolar ATP synthase (INTF4) and14-3-3 protein (INTF7) involving the basic biological processes were validated for the first time as the candidate reference genes for quantitative PCR. Furthermore, the stability of the reference genes was found to vary under the three different experimental conditions, indicating the importance of identifying specific reference genes for particular conditions.
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spelling pubmed-62254362018-11-13 Validation of Internal Control Genes for Quantitative Real-Time PCR Gene Expression Analysis in Morchella Zhang, Qianqian Liu, Wei Cai, Yingli Lan, A-Feng Bian, Yinbing Molecules Article The reliability of qRT-PCR results depend on the stability of reference genes used for normalization, suggesting the necessity of identification of reference genes before gene expression analysis. Morels are edible mushrooms well-known across the world and highly prized by many culinary kitchens. Here, several candidate genes were selected and designed according to the Morchella importuna transcriptome data. The stability of the candidate genes was evaluated with geNorm and NormFinder under three different experimental conditions, and several genes with excellent stability were selected. The extensive adaptability of the selected genes was tested in ten Morchella species. Results from the three experimental conditions revealed that ACT1 and INTF7 were the most prominent genes in Morchella, CYC3 was the most stable gene in different development stages, INTF4/AEF3 were the top-ranked genes across carbon sources, while INTF3/CYC3 pair showed the robust stability for temperature stress treatment. We suggest using ACT1, AEF3, CYC3, INTF3, INTF4 and INTF7 as reference genes for gene expression analysis studies for any of the 10 Morchella strains tested in this study. The stability and practicality of the gene, vacuolar protein sorting (INTF3), vacuolar ATP synthase (INTF4) and14-3-3 protein (INTF7) involving the basic biological processes were validated for the first time as the candidate reference genes for quantitative PCR. Furthermore, the stability of the reference genes was found to vary under the three different experimental conditions, indicating the importance of identifying specific reference genes for particular conditions. MDPI 2018-09-12 /pmc/articles/PMC6225436/ /pubmed/30213125 http://dx.doi.org/10.3390/molecules23092331 Text en © 2018 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Zhang, Qianqian
Liu, Wei
Cai, Yingli
Lan, A-Feng
Bian, Yinbing
Validation of Internal Control Genes for Quantitative Real-Time PCR Gene Expression Analysis in Morchella
title Validation of Internal Control Genes for Quantitative Real-Time PCR Gene Expression Analysis in Morchella
title_full Validation of Internal Control Genes for Quantitative Real-Time PCR Gene Expression Analysis in Morchella
title_fullStr Validation of Internal Control Genes for Quantitative Real-Time PCR Gene Expression Analysis in Morchella
title_full_unstemmed Validation of Internal Control Genes for Quantitative Real-Time PCR Gene Expression Analysis in Morchella
title_short Validation of Internal Control Genes for Quantitative Real-Time PCR Gene Expression Analysis in Morchella
title_sort validation of internal control genes for quantitative real-time pcr gene expression analysis in morchella
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6225436/
https://www.ncbi.nlm.nih.gov/pubmed/30213125
http://dx.doi.org/10.3390/molecules23092331
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