Screening Reliable Reference Genes for RT-qPCR Analysis of Gene Expression in Moringa oleifera.

Moringa oleifera is a promising plant species for oil and forage, but its genetic improvement is limited. Our current breeding program in this species focuses on exploiting the functional genes associated with important agronomical traits. Here, we screened reliable reference genes for accurately qu...

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Main Authors: Li-Ting Deng, Yu-Ling Wu, Jun-Cheng Li, Kun-Xi OuYang, Mei-Mei Ding, Jun-Jie Zhang, Shu-Qi Li, Meng-Fei Lin, Han-Bin Chen, Xin-Sheng Hu, Xiao-Yang Chen
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2016-01-01
Series:PLoS ONE
Online Access:http://europepmc.org/articles/PMC4991797?pdf=render
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spelling doaj-2c8f59f15c7c4635be5dec91eac5b19d2020-11-25T01:35:16ZengPublic Library of Science (PLoS)PLoS ONE1932-62032016-01-01118e015945810.1371/journal.pone.0159458Screening Reliable Reference Genes for RT-qPCR Analysis of Gene Expression in Moringa oleifera.Li-Ting DengYu-Ling WuJun-Cheng LiKun-Xi OuYangMei-Mei DingJun-Jie ZhangShu-Qi LiMeng-Fei LinHan-Bin ChenXin-Sheng HuXiao-Yang ChenMoringa oleifera is a promising plant species for oil and forage, but its genetic improvement is limited. Our current breeding program in this species focuses on exploiting the functional genes associated with important agronomical traits. Here, we screened reliable reference genes for accurately quantifying the expression of target genes using the technique of real-time quantitative polymerase chain reaction (RT-qPCR) in M. oleifera. Eighteen candidate reference genes were selected from a transcriptome database, and their expression stabilities were examined in 90 samples collected from the pods in different developmental stages, various tissues, and the roots and leaves under different conditions (low or high temperature, sodium chloride (NaCl)- or polyethyleneglycol (PEG)- simulated water stress). Analyses with geNorm, NormFinder and BestKeeper algorithms revealed that the reliable reference genes differed across sample designs and that ribosomal protein L1 (RPL1) and acyl carrier protein 2 (ACP2) were the most suitable reference genes in all tested samples. The experiment results demonstrated the significance of using the properly validated reference genes and suggested the use of more than one reference gene to achieve reliable expression profiles. In addition, we applied three isotypes of the superoxide dismutase (SOD) gene that are associated with plant adaptation to abiotic stress to confirm the efficacy of the validated reference genes under NaCl and PEG water stresses. Our results provide a valuable reference for future studies on identifying important functional genes from their transcriptional expressions via RT-qPCR technique in M. oleifera.http://europepmc.org/articles/PMC4991797?pdf=render
collection DOAJ
language English
format Article
sources DOAJ
author Li-Ting Deng
Yu-Ling Wu
Jun-Cheng Li
Kun-Xi OuYang
Mei-Mei Ding
Jun-Jie Zhang
Shu-Qi Li
Meng-Fei Lin
Han-Bin Chen
Xin-Sheng Hu
Xiao-Yang Chen
spellingShingle Li-Ting Deng
Yu-Ling Wu
Jun-Cheng Li
Kun-Xi OuYang
Mei-Mei Ding
Jun-Jie Zhang
Shu-Qi Li
Meng-Fei Lin
Han-Bin Chen
Xin-Sheng Hu
Xiao-Yang Chen
Screening Reliable Reference Genes for RT-qPCR Analysis of Gene Expression in Moringa oleifera.
PLoS ONE
author_facet Li-Ting Deng
Yu-Ling Wu
Jun-Cheng Li
Kun-Xi OuYang
Mei-Mei Ding
Jun-Jie Zhang
Shu-Qi Li
Meng-Fei Lin
Han-Bin Chen
Xin-Sheng Hu
Xiao-Yang Chen
author_sort Li-Ting Deng
title Screening Reliable Reference Genes for RT-qPCR Analysis of Gene Expression in Moringa oleifera.
title_short Screening Reliable Reference Genes for RT-qPCR Analysis of Gene Expression in Moringa oleifera.
title_full Screening Reliable Reference Genes for RT-qPCR Analysis of Gene Expression in Moringa oleifera.
title_fullStr Screening Reliable Reference Genes for RT-qPCR Analysis of Gene Expression in Moringa oleifera.
title_full_unstemmed Screening Reliable Reference Genes for RT-qPCR Analysis of Gene Expression in Moringa oleifera.
title_sort screening reliable reference genes for rt-qpcr analysis of gene expression in moringa oleifera.
publisher Public Library of Science (PLoS)
series PLoS ONE
issn 1932-6203
publishDate 2016-01-01
description Moringa oleifera is a promising plant species for oil and forage, but its genetic improvement is limited. Our current breeding program in this species focuses on exploiting the functional genes associated with important agronomical traits. Here, we screened reliable reference genes for accurately quantifying the expression of target genes using the technique of real-time quantitative polymerase chain reaction (RT-qPCR) in M. oleifera. Eighteen candidate reference genes were selected from a transcriptome database, and their expression stabilities were examined in 90 samples collected from the pods in different developmental stages, various tissues, and the roots and leaves under different conditions (low or high temperature, sodium chloride (NaCl)- or polyethyleneglycol (PEG)- simulated water stress). Analyses with geNorm, NormFinder and BestKeeper algorithms revealed that the reliable reference genes differed across sample designs and that ribosomal protein L1 (RPL1) and acyl carrier protein 2 (ACP2) were the most suitable reference genes in all tested samples. The experiment results demonstrated the significance of using the properly validated reference genes and suggested the use of more than one reference gene to achieve reliable expression profiles. In addition, we applied three isotypes of the superoxide dismutase (SOD) gene that are associated with plant adaptation to abiotic stress to confirm the efficacy of the validated reference genes under NaCl and PEG water stresses. Our results provide a valuable reference for future studies on identifying important functional genes from their transcriptional expressions via RT-qPCR technique in M. oleifera.
url http://europepmc.org/articles/PMC4991797?pdf=render
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