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Transcriptome-Based Selection and Validation of Reference Genes for Gene Expression Analysis of Alicyclobacillus acidoterrestris Under Acid Stress

Alicyclobacillus acidoterrestris is a major concern in fruit juice industry due to its spoilage potential of acidic fruit juice. Quantifying the expression levels of functional genes by real-time quantitative polymerase chain reaction (RT-qPCR) is necessary to elucidate the response mechanisms of A....

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Autores principales: Zhao, Ning, Xu, Junnan, Jiao, Lingxia, Qiu, Mengzhen, Zhang, Jie, Wei, Xinyuan, Fan, Mingtao
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8430261/
https://www.ncbi.nlm.nih.gov/pubmed/34512609
http://dx.doi.org/10.3389/fmicb.2021.731205
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author Zhao, Ning
Xu, Junnan
Jiao, Lingxia
Qiu, Mengzhen
Zhang, Jie
Wei, Xinyuan
Fan, Mingtao
author_facet Zhao, Ning
Xu, Junnan
Jiao, Lingxia
Qiu, Mengzhen
Zhang, Jie
Wei, Xinyuan
Fan, Mingtao
author_sort Zhao, Ning
collection PubMed
description Alicyclobacillus acidoterrestris is a major concern in fruit juice industry due to its spoilage potential of acidic fruit juice. Quantifying the expression levels of functional genes by real-time quantitative polymerase chain reaction (RT-qPCR) is necessary to elucidate the response mechanisms of A. acidoterrestris to acid stress. However, appropriate reference genes (RGs) for data normalization are required to obtain reliable RT-qPCR results. In this study, eight novel candidate RGs were screened based on transcriptome datasets of A. acidoterrestris under acid stress. The expression stability of eight new RGs and commonly used RG 16s rRNA was assessed using geNorm, NormFinder, and BestKeeper algorithms. Moreover, the comprehensive analysis using the RefFinder program and the validation using target gene ctsR showed that dnaG and dnaN were the optimal multiple RGs for normalization at pH 4.0; ytvI, dnaG, and 16s rRNA at pH 3.5; icd and dnaG at pH 3.0; and ytvI, dnaG, and spoVE at pH 2.5. This study revealed for the first time that A. acidoterrestris had different suitable RGs under different acid conditions, with implications for further deciphering the acid response mechanisms of this spoilage-causing bacterium.
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spelling pubmed-84302612021-09-11 Transcriptome-Based Selection and Validation of Reference Genes for Gene Expression Analysis of Alicyclobacillus acidoterrestris Under Acid Stress Zhao, Ning Xu, Junnan Jiao, Lingxia Qiu, Mengzhen Zhang, Jie Wei, Xinyuan Fan, Mingtao Front Microbiol Microbiology Alicyclobacillus acidoterrestris is a major concern in fruit juice industry due to its spoilage potential of acidic fruit juice. Quantifying the expression levels of functional genes by real-time quantitative polymerase chain reaction (RT-qPCR) is necessary to elucidate the response mechanisms of A. acidoterrestris to acid stress. However, appropriate reference genes (RGs) for data normalization are required to obtain reliable RT-qPCR results. In this study, eight novel candidate RGs were screened based on transcriptome datasets of A. acidoterrestris under acid stress. The expression stability of eight new RGs and commonly used RG 16s rRNA was assessed using geNorm, NormFinder, and BestKeeper algorithms. Moreover, the comprehensive analysis using the RefFinder program and the validation using target gene ctsR showed that dnaG and dnaN were the optimal multiple RGs for normalization at pH 4.0; ytvI, dnaG, and 16s rRNA at pH 3.5; icd and dnaG at pH 3.0; and ytvI, dnaG, and spoVE at pH 2.5. This study revealed for the first time that A. acidoterrestris had different suitable RGs under different acid conditions, with implications for further deciphering the acid response mechanisms of this spoilage-causing bacterium. Frontiers Media S.A. 2021-08-27 /pmc/articles/PMC8430261/ /pubmed/34512609 http://dx.doi.org/10.3389/fmicb.2021.731205 Text en Copyright © 2021 Zhao, Xu, Jiao, Qiu, Zhang, Wei and Fan. https://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) and the copyright owner(s) 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 Microbiology
Zhao, Ning
Xu, Junnan
Jiao, Lingxia
Qiu, Mengzhen
Zhang, Jie
Wei, Xinyuan
Fan, Mingtao
Transcriptome-Based Selection and Validation of Reference Genes for Gene Expression Analysis of Alicyclobacillus acidoterrestris Under Acid Stress
title Transcriptome-Based Selection and Validation of Reference Genes for Gene Expression Analysis of Alicyclobacillus acidoterrestris Under Acid Stress
title_full Transcriptome-Based Selection and Validation of Reference Genes for Gene Expression Analysis of Alicyclobacillus acidoterrestris Under Acid Stress
title_fullStr Transcriptome-Based Selection and Validation of Reference Genes for Gene Expression Analysis of Alicyclobacillus acidoterrestris Under Acid Stress
title_full_unstemmed Transcriptome-Based Selection and Validation of Reference Genes for Gene Expression Analysis of Alicyclobacillus acidoterrestris Under Acid Stress
title_short Transcriptome-Based Selection and Validation of Reference Genes for Gene Expression Analysis of Alicyclobacillus acidoterrestris Under Acid Stress
title_sort transcriptome-based selection and validation of reference genes for gene expression analysis of alicyclobacillus acidoterrestris under acid stress
topic Microbiology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8430261/
https://www.ncbi.nlm.nih.gov/pubmed/34512609
http://dx.doi.org/10.3389/fmicb.2021.731205
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