Selection of reference genes for the quantitative real-time PCR normalization of gene expression in Isatis indigotica fortune

被引:38
作者
Qu, Renjun [1 ]
Miao, Yujing [1 ]
Cui, Yingjing [1 ]
Cao, Yiwen [1 ]
Zhou, Ying [1 ]
Tang, Xiaoqing [1 ]
Yang, Jie [2 ]
Wang, Fangquan [2 ]
机构
[1] Nanjing Agr Univ, Coll Hort, Nanjing 210095, Jiangsu, Peoples R China
[2] Jiangsu Acad Agr Sci, Inst Food Crops, Nanjing 210014, Jiangsu, Peoples R China
基金
中国国家自然科学基金;
关键词
Isatis indigotica; qRT-PCR; Reference gene; Gene expression; Normalization; APPROPRIATE REFERENCE GENES; POLYMERASE-CHAIN-REACTION; SUITABLE REFERENCE GENES; SECONDARY METABOLITES; ABIOTIC STRESS; RNA-SEQ; VALIDATION; ROOT; QUANTIFICATION; IDENTIFICATION;
D O I
10.1186/s12867-019-0126-y
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
BackgroundIsatis indigotica, a traditional Chinese medicine, produces a variety of active ingredients. However, little is known about the key genes and corresponding expression profiling involved in the biosynthesis pathways of these ingredients. Quantitative real-time polymerase chain reaction (qRT-PCR) is a powerful, commonly-used method for gene expression analysis, but the accuracy of the quantitative data produced depends on the appropriate selection of reference genes.ResultsIn this study, the systematic analysis of the reference genes was performed for quantitative real-Time PCR normalization in I. indigotica. We selected nine candidate reference genes, including six traditional housekeeping genes (ACT, -TUB, -TUB, UBC, CYP, and EF1-), and three newly stable internal control genes (MUB, TIP41, and RPL) from a transcriptome dataset of I. indigotica, and evaluated their expression stabilities in different tissues (root, stem, leaf, and petiole) and leaves exposed to three abiotic treatments (low-nitrogen, ABA, and MeJA) using geNorm, NormFinder, BestKeeper, and comprehensive RefFind algorithms. The results demonstrated that MUB and EF1- were the two most stable reference genes for all samples. TIP41 as the optimal reference gene for low-nitrogen stress and MeJA treatment, while ACT had the highest ranking for ABA treatment and CYP was the most suitable for different tissues.ConclusionsThe results revealed that the selection and validation of appropriate reference genes for normalizing data is mandatory to acquire accurate quantification results. The necessity of specific internal control for specific conditions was also emphasized. Furthermore, this work will provide valuable information to enhance further research in gene function and molecular biology on I. indigotica and other related species.
引用
收藏
页数:12
相关论文
共 62 条
[21]   Validation of Reference Genes for Accurate Normalization of Gene Expression in Lilium davidii var. unicolor for Real Time Quantitative PCR [J].
Li, XueYan ;
Cheng, JinYun ;
Zhang, Jing ;
Teixeira da Silva, Jaime A. ;
Wang, ChunXia ;
Sun, HongMei .
PLOS ONE, 2015, 10 (10)
[22]   Anti-SARS coronavirus 3C-like protease effects of Isatis indigotica root and plant-derived phenolic compounds [J].
Lin, CW ;
Tsai, FJ ;
Tsai, CH ;
Lai, CC ;
Wan, L ;
Ho, TY ;
Hsieh, CC ;
Chao, PDL .
ANTIVIRAL RESEARCH, 2005, 68 (01) :36-42
[23]   Reference gene selection in Artemisia annua L., a plant species producing anti-malarial artemisinin [J].
Liu, Wanhong ;
Zhao, Tengfei ;
Wang, Huanyan ;
Zeng, Junlan ;
Xiang, Lien ;
Zhu, Shunqin ;
Chen, Min ;
Lan, Xiaozhong ;
Liu, Xiaoqiang ;
Liao, Zhihua .
PLANT CELL TISSUE AND ORGAN CULTURE, 2015, 121 (01) :141-152
[24]   Analysis of relative gene expression data using real-time quantitative PCR and the 2-ΔΔCT method [J].
Livak, KJ ;
Schmittgen, TD .
METHODS, 2001, 25 (04) :402-408
[25]   Performance comparison of benchtop high-throughput sequencing platforms [J].
Loman, Nicholas J. ;
Misra, Raju V. ;
Dallman, Timothy J. ;
Constantinidou, Chrystala ;
Gharbia, Saheer E. ;
Wain, John ;
Pallen, Mark J. .
NATURE BIOTECHNOLOGY, 2012, 30 (05) :434-+
[26]  
Ma R, 2016, FRONT PLANT SCI, V7, DOI [10.3359/fpls.2016.00536, 10.3389/fpls.2016.00536]
[27]   Reference Gene Selection for qRT-PCR Normalization Analysis in kenaf (Hibiscus cannabinus L.)under Abiotic Stress and Hormonal Stimuli [J].
Niu, Xiaoping ;
Chen, Meixia ;
Huang, Xinyu ;
Chen, Huihuang ;
Tao, Aifen ;
Xu, Jiantang ;
Qi, Jianmin .
FRONTIERS IN PLANT SCIENCE, 2017, 8
[28]   Quantification of mRNA using real-time RT-PCR [J].
Nolan, Tania ;
Hands, Rebecca E. ;
Bustin, Stephen A. .
NATURE PROTOCOLS, 2006, 1 (03) :1559-1582
[29]   Stable Internal Reference Genes for the Normalization of Real-Time PCR in Different Sweetpotato Cultivars Subjected to Abiotic Stress Conditions [J].
Park, Sung-Chul ;
Kim, Yun-Hee ;
Ji, Chang Yoon ;
Park, Seyeon ;
Jeong, Jae Cheol ;
Lee, Haeng-Soon ;
Kwak, Sang-Soo .
PLOS ONE, 2012, 7 (12)
[30]   Determination of stable housekeeping genes, differentially regulated target genes and sample integrity: BestKeeper - Excel-based tool using pair-wise correlations [J].
Pfaffl, MW ;
Tichopad, A ;
Prgomet, C ;
Neuvians, TP .
BIOTECHNOLOGY LETTERS, 2004, 26 (06) :509-515