Selection of suitable reference genes for qRT- PCR normalisation under different experimental conditions in Eucommia ulmoides Oliv

被引:37
作者
Ye, Jing [1 ]
Jin, Cang-Fu [1 ]
Li, Nan [1 ]
Liu, Min-Hao [1 ]
Fei, Zhao-Xue [1 ]
Dong, Li-Zheng [1 ]
Li, Long [1 ]
Li, Zhou-Qi [1 ]
机构
[1] Northwest A&F Univ, Coll Forestry, Xianyang, Shaanxi, Peoples R China
基金
中国博士后科学基金;
关键词
RUBBER-PRODUCING PLANT; POLYMERASE-CHAIN-REACTION; TIME QUANTITATIVE PCR; EXPRESSION ANALYSIS; TRANS-POLYISOPRENE; HOUSEKEEPING GENES; RT-PCR; QUANTIFICATION; VALIDATION; IDENTIFICATION;
D O I
10.1038/s41598-018-33342-w
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Normalisation of data, by choosing the appropriate reference genes, is fundamental for obtaining reliable results in quantitative real-time PCR (qPCR). This study evaluated the expression stability of 11 candidate reference genes with different varieties, developmental periods, tissues, and abiotic stresses by using four statistical algorithms: geNorm, NormFinder, BestKeeper, and RefFinder. The results indicated that ubiquitin-conjugating enzyme S (UBC) and ubiquitin-conjugating enzyme E2 (UBC E2) could be used as reference genes for different E. ulmoides varieties and tissues, UBC and histone H4 (HIS4) for different developmental periods, beta-tubulin (TUB) and UBC for cold treatment, ubiquitin extension protein (UBA80) and HIS4 for drought treatment, and ubiquitin-60S ribosomal protein L40 (UBA52) and UBC E2 for salinity treatment. UBC and UBC E2 for the group "Natural growth" and "Total", UBA80 and UBC for the group "Abiotic stresses". To validate the suitability of the selected reference genes in this study, mevalonate kinase (MK), phenylalanine ammonia-lyase (PAL), and 4-coumarate-CoA ligase (4CL) gene expression patterns were analysed. When the most unstable reference genes were used for normalisation, the expression patterns had significant biases compared with the optimum reference gene combinations. These results will be beneficial for more accurate quantification of gene expression levels in E. ulmoides.
引用
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页数:11
相关论文
共 49 条
[1]   Normalization of real-time quantitative reverse transcription-PCR data: A model-based variance estimation approach to identify genes suited for normalization, applied to bladder and colon cancer data sets [J].
Andersen, CL ;
Jensen, JL ;
Orntoft, TF .
CANCER RESEARCH, 2004, 64 (15) :5245-5250
[2]   In-situ chemical analyses of trans-polyisoprene by histochemical staining and Fourier transform infrared microspectroscopy in a rubber-producing plant, Eucommia ulmoides Oliver [J].
Bamba, T ;
Fukusaki, E ;
Nakazawa, Y ;
Kobayashi, A .
PLANTA, 2002, 215 (06) :934-939
[3]  
Bamba T, 2010, Z NATURFORSCH C, V65, P363
[4]   Identification of suitable internal control genes for expression studies in Coffea arabica under different experimental conditions [J].
Barsalobres-Cavallari, Carla F. ;
Severino, Fabio E. ;
Maluf, Mirian P. ;
Maia, Ivan G. .
BMC MOLECULAR BIOLOGY, 2009, 10
[5]   Quantification of mRNA using real-time reverse transcription PCR (RT-PCR): trends and problems [J].
Bustin, SA .
JOURNAL OF MOLECULAR ENDOCRINOLOGY, 2002, 29 (01) :23-39
[6]   The MIQE Guidelines: Minimum Information for Publication of Quantitative Real-Time PCR Experiments [J].
Bustin, Stephen A. ;
Benes, Vladimir ;
Garson, Jeremy A. ;
Hellemans, Jan ;
Huggett, Jim ;
Kubista, Mikael ;
Mueller, Reinhold ;
Nolan, Tania ;
Pfaffl, Michael W. ;
Shipley, Gregory L. ;
Vandesompele, Jo ;
Wittwer, Carl T. .
CLINICAL CHEMISTRY, 2009, 55 (04) :611-622
[7]   Evaluation and Identification of Reliable Reference Genes for Pharmacogenomics, Toxicogenomics, and Small RNA Expression Analysis [J].
Chen, Dongliang ;
Pan, Xiaoping ;
Xiao, Peng ;
Farwell, Mary A. ;
Zhang, Baohong .
JOURNAL OF CELLULAR PHYSIOLOGY, 2011, 226 (10) :2469-2477
[8]   The Ca2+-dependent DNases are Involved in Secondary Xylem Development in Eucommia ulmoides [J].
Chen, Hui-Min ;
Pang, Yu ;
Zeng, Jun ;
Ding, Qi ;
Yin, Shen-Yi ;
Liu, Chao ;
Lu, Meng-Zhu ;
Cui, Ke-Ming ;
He, Xin-Qiang .
JOURNAL OF INTEGRATIVE PLANT BIOLOGY, 2012, 54 (07) :456-470
[9]   Preparative isolation and purification of seven main antioxidants from Eucommia ulmoides Oliv. (Du-zhong) leaves using HSCCC guided by DPPH-HPLC experiment [J].
Dai, Xingping ;
Huang, Qiong ;
Zhou, Boting ;
Gong, Zhicheng ;
Liu, Zhaoqian ;
Shi, Shuyun .
FOOD CHEMISTRY, 2013, 139 (1-4) :563-570
[10]   How to do successful gene expression analysis using real-time PCR [J].
Derveaux, Stefaan ;
Vandesompele, Jo ;
Hellemans, Jan .
METHODS, 2010, 50 (04) :227-230