Identification of Optimal Reference Genes for Expression Analysis in Radish (Raphanus sativus L.) and Its Relatives Based on Expression Stability

被引:54
|
作者
Duan, Mengmeng [1 ,2 ]
Wang, Jinglei [1 ]
Zhang, Xiaohui [1 ]
Yang, Haohui [1 ]
Wang, Haiping [1 ]
Qiu, Yang [1 ]
Song, Jiangping [1 ]
Guo, Yangdong [2 ]
Li, Xixiang [1 ]
机构
[1] Chinese Acad Agr Sci, Key Lab Biol & Genet Improvement Hort Crops, Minist Agr, Inst Vegetables & Flowers, Beijing, Peoples R China
[2] China Agr Univ, Dept Vegetable Sci, Coll Hort, Beijing, Peoples R China
来源
关键词
radish; Chinese cabbage; distant hybrid; organs; stress; pistil development; RT-qPCR; reference gene; TIME QUANTITATIVE PCR; GENOME-WIDE IDENTIFICATION; INTERNAL REFERENCE GENES; RELIABLE REFERENCE GENES; SUITABLE REFERENCE GENES; RAPE BRASSICA-NAPUS; HOUSEKEEPING GENES; RT-PCR; TRANSCRIPT NORMALIZATION; SYSTEMATIC VALIDATION;
D O I
10.3389/fpls.2017.01605
中图分类号
Q94 [植物学];
学科分类号
071001 ;
摘要
Radish (R a p h a n u s s a t i v u s) is an important cruciferous root crop with a close relationship to Chinese cabbage (B r a s s i c a r a p a). RT-qPCR is used extensively to evaluate the expression levels of target genes, and accurate measurement of target gene expression with this method is determined by the valid reference genes used for data nomalization in different experimental conditions. Screening for appropriate reference genes with stable expression based on RT-qPCR data is important for gene expression and functional analysis research in radish and its relatives. However, many researches have thought that almost no single reference gene is widely suitable for all experimental conditions, and few researchers have paid attention to the validation of reference genes in radish gene expression analysis. In the present study, 12 candidate reference genes were selected for analysis. Their expression in 28 samples, including 20 radish samples from different organs and conditions, four Chinese cabbage organs and four organs of their distant hybrid, was assessed by RT-qPCR and then five software tools-1 Ct, geNorm, NormFinder, BestKeeper and RefFinder-were used to compare their expression stability. The results showed that the most suitable reference genes were different in different organs and conditions. G A P D H, D S S 1, and U P 2 were optimal reference genes for gene expression analysis in all organs and conditions in radish. U P R, G S N O R 1, and A C T I N 2 /7 were the most stable reference genes in different radish organs. U P 2 and G A P D H were suitable reference genes for radish pistil development studies. R P I I, U B C 9, and G A P D H had the most stable expression in radish under various stresses. D S S 1, U P 2, and T E F 2 were the optimal reference genes for Chinese cabbage organs, whereas T U A was optimal for the distant hybrid. U P 2, and T E F 2 were appropriate reference genes for all of the samples together. The optimal reference genes we identified, U P 2, G A P D H, U P R, and G S N O R 1 were verified
引用
收藏
页数:12
相关论文
共 50 条
  • [21] Molecular characterization and expression analysis of hemoglobin cDNA from small radish (Raphanus sativus L. var. sativus)
    Kim, HJ
    An, CS
    JOURNAL OF PLANT BIOLOGY, 2003, 46 (03) : 161 - 166
  • [22] Genomic sequence and expression of S-locus gene in radish (Raphanus sativus L.)
    Niikura, S
    Matsura, S
    SEXUAL PLANT REPRODUCTION, 1997, 10 (04): : 250 - 252
  • [23] Transcriptome-based gene expression profiling of diploid radish (Raphanus sativus L.) and the corresponding autotetraploid
    Wanwan Cheng
    Mingjia Tang
    Yang Xie
    Liang Xu
    Yan Wang
    Xiaobo Luo
    Lianxue Fan
    Liwang Liu
    Molecular Biology Reports, 2019, 46 : 933 - 945
  • [24] Genomic sequence and expression of S-locus gene in radish (Raphanus sativus L.)
    S. Niikura
    S. Matsuura
    Sexual Plant Reproduction, 1997, 10 : 250 - 252
  • [25] Transcriptome-based gene expression profiling of diploid radish (Raphanus sativus L.) and the corresponding autotetraploid
    Cheng, Wanwan
    Tang, Mingjia
    Xie, Yang
    Xu, Liang
    Wang, Yan
    Luo, Xiaobo
    Fan, Lianxue
    Liu, Liwang
    MOLECULAR BIOLOGY REPORTS, 2019, 46 (01) : 933 - 945
  • [26] Transcriptional identification and characterization of differentially expressed genes associated with embryogenesis in radish (Raphanus sativus L.)
    Lulu Zhai
    Liang Xu
    Yan Wang
    Xianwen Zhu
    Haiyang Feng
    Chao Li
    Xiaobo Luo
    Muleke M. Everlyne
    Liwang Liu
    Scientific Reports, 6
  • [27] De novo transcriptome analysis in radish (Raphanus sativus L.) and identification of critical genes involved in bolting and flowering
    Shanshan Nie
    Chao Li
    Liang Xu
    Yan Wang
    Danqiong Huang
    Everlyne M. Muleke
    Xiaochuan Sun
    Yang Xie
    Liwang Liu
    BMC Genomics, 17
  • [28] De novo transcriptome analysis in radish (Raphanus sativus L.) and identification of critical genes involved in bolting and flowering
    Nie, Shanshan
    Li, Chao
    Xu, Liang
    Wang, Yan
    Huang, Danqiong
    Muleke, Everlyne M.
    Sun, Xiaochuan
    Xie, Yang
    Liu, Liwang
    BMC GENOMICS, 2016, 17
  • [29] Transcriptional identification and characterization of differentially expressed genes associated with embryogenesis in radish (Raphanus sativus L.)
    Zhai, Lulu
    Xu, Liang
    Wang, Yan
    Zhu, Xianwen
    Feng, Haiyang
    Li, Chao
    Luo, Xiaobo
    Everlyne, Muleke M.
    Liu, Liwang
    SCIENTIFIC REPORTS, 2016, 6
  • [30] Diallel analysis of floral morphology in radish (Raphanus sativus L.)
    Kobayashi, Kiwa
    Horisaki, Atsushi
    Niikura, Satoshi
    Ohsawa, Ryo
    EUPHYTICA, 2007, 158 (1-2) : 153 - 165