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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...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2018
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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. |
format | Online Article Text |
id | pubmed-6225436 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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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