Selection of Suitable Reference Genes in <i>Pinus massoniana</i> Lamb. Under Different Abiotic Stresses for qPCR Normalization

The normalization of data by choosing suitable reference genes is fundamental for obtaining accurate and reliable results in quantitative real-time polymerase chain reaction (qPCR) analyses. In this study, the expression stability of 12 candidate reference genes of <i>Pinus massoniana</i>...

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Main Authors: Peihuang Zhu, Yinyan Ma, Lingzhi Zhu, Yu Chen, Rong Li, Kongshu Ji
Format: Article
Language:English
Published: MDPI AG 2019-07-01
Series:Forests
Subjects:
Online Access:https://www.mdpi.com/1999-4907/10/8/632
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spelling doaj-91ba1b1ea49e427cb39c6a3b5787e53a2020-11-24T21:21:03ZengMDPI AGForests1999-49072019-07-0110863210.3390/f10080632f10080632Selection of Suitable Reference Genes in <i>Pinus massoniana</i> Lamb. Under Different Abiotic Stresses for qPCR NormalizationPeihuang Zhu0Yinyan Ma1Lingzhi Zhu2Yu Chen3Rong Li4Kongshu Ji5Co-Innovation Center for Sustainable Forestry in Southern China, Nanjing Forestry University, Nanjing 210037, ChinaCo-Innovation Center for Sustainable Forestry in Southern China, Nanjing Forestry University, Nanjing 210037, ChinaCo-Innovation Center for Sustainable Forestry in Southern China, Nanjing Forestry University, Nanjing 210037, ChinaCo-Innovation Center for Sustainable Forestry in Southern China, Nanjing Forestry University, Nanjing 210037, ChinaCo-Innovation Center for Sustainable Forestry in Southern China, Nanjing Forestry University, Nanjing 210037, ChinaCo-Innovation Center for Sustainable Forestry in Southern China, Nanjing Forestry University, Nanjing 210037, ChinaThe normalization of data by choosing suitable reference genes is fundamental for obtaining accurate and reliable results in quantitative real-time polymerase chain reaction (qPCR) analyses. In this study, the expression stability of 12 candidate reference genes of <i>Pinus massoniana</i> under different abiotic stresses was evaluated using four statistical algorithms: geNorm, NormFinder, BestKeeper, and RefFinder. The results indicate that the following genes could be used as reference genes under different treatments: Actin 2 (<i>ACT2</i>) and F-box family gene (<i>F-box</i>) for salinity treatment, cyclophilin (<i>CYP</i>) and alpha-tubulin (<i>TUA</i>) for ABA treatment, actin 7 (<i>ACT7</i>) and <i>CYP</i> for drought treatment, actin 1 (<i>ACT1</i>) and <i>ACT7</i> for cold treatment, <i>ACT1</i> and <i>CYP</i> for heat treatment, and <i>TUA</i> and <i>ACT2</i> for the &#8220;Total&#8221; group. To validate the suitability of the selected reference genes in this study, the Short-Root protein (<i>SHR</i>), Alpha-pinene&#8194;synthase (<i>APS</i>), and Pyrabactin resistance-like protein (<i>PYL</i>) gene expression patterns were analyzed. The expression patterns had significant biases when the most unstable reference genes were used for normalization, compared with when the optimum reference gene or gene combinations were used for normalization. These results will be beneficial for further studies on gene transcription in early-stage, unlignified seedlings of <i>P. massoniana.</i>https://www.mdpi.com/1999-4907/10/8/632<i>Pinus massoniana</i>qPCRreference geneabiotic stresses
collection DOAJ
language English
format Article
sources DOAJ
author Peihuang Zhu
Yinyan Ma
Lingzhi Zhu
Yu Chen
Rong Li
Kongshu Ji
spellingShingle Peihuang Zhu
Yinyan Ma
Lingzhi Zhu
Yu Chen
Rong Li
Kongshu Ji
Selection of Suitable Reference Genes in <i>Pinus massoniana</i> Lamb. Under Different Abiotic Stresses for qPCR Normalization
Forests
<i>Pinus massoniana</i>
qPCR
reference gene
abiotic stresses
author_facet Peihuang Zhu
Yinyan Ma
Lingzhi Zhu
Yu Chen
Rong Li
Kongshu Ji
author_sort Peihuang Zhu
title Selection of Suitable Reference Genes in <i>Pinus massoniana</i> Lamb. Under Different Abiotic Stresses for qPCR Normalization
title_short Selection of Suitable Reference Genes in <i>Pinus massoniana</i> Lamb. Under Different Abiotic Stresses for qPCR Normalization
title_full Selection of Suitable Reference Genes in <i>Pinus massoniana</i> Lamb. Under Different Abiotic Stresses for qPCR Normalization
title_fullStr Selection of Suitable Reference Genes in <i>Pinus massoniana</i> Lamb. Under Different Abiotic Stresses for qPCR Normalization
title_full_unstemmed Selection of Suitable Reference Genes in <i>Pinus massoniana</i> Lamb. Under Different Abiotic Stresses for qPCR Normalization
title_sort selection of suitable reference genes in <i>pinus massoniana</i> lamb. under different abiotic stresses for qpcr normalization
publisher MDPI AG
series Forests
issn 1999-4907
publishDate 2019-07-01
description The normalization of data by choosing suitable reference genes is fundamental for obtaining accurate and reliable results in quantitative real-time polymerase chain reaction (qPCR) analyses. In this study, the expression stability of 12 candidate reference genes of <i>Pinus massoniana</i> under different abiotic stresses was evaluated using four statistical algorithms: geNorm, NormFinder, BestKeeper, and RefFinder. The results indicate that the following genes could be used as reference genes under different treatments: Actin 2 (<i>ACT2</i>) and F-box family gene (<i>F-box</i>) for salinity treatment, cyclophilin (<i>CYP</i>) and alpha-tubulin (<i>TUA</i>) for ABA treatment, actin 7 (<i>ACT7</i>) and <i>CYP</i> for drought treatment, actin 1 (<i>ACT1</i>) and <i>ACT7</i> for cold treatment, <i>ACT1</i> and <i>CYP</i> for heat treatment, and <i>TUA</i> and <i>ACT2</i> for the &#8220;Total&#8221; group. To validate the suitability of the selected reference genes in this study, the Short-Root protein (<i>SHR</i>), Alpha-pinene&#8194;synthase (<i>APS</i>), and Pyrabactin resistance-like protein (<i>PYL</i>) gene expression patterns were analyzed. The expression patterns had significant biases when the most unstable reference genes were used for normalization, compared with when the optimum reference gene or gene combinations were used for normalization. These results will be beneficial for further studies on gene transcription in early-stage, unlignified seedlings of <i>P. massoniana.</i>
topic <i>Pinus massoniana</i>
qPCR
reference gene
abiotic stresses
url https://www.mdpi.com/1999-4907/10/8/632
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