Identification and Evaluation of Reference Genes for Accurate Transcription Normalization in Safflower under Different Experimental Conditions

被引:18
作者
Li, Dandan [1 ]
Hu, Bo [1 ]
Wang, Qing [1 ]
Liu, Hongchang [1 ]
Pan, Feng [1 ]
Wu, Wei [1 ]
机构
[1] Sichuan Agr Univ, Agron Coll, Chengdu 611130, Sichuan, Peoples R China
基金
中国国家自然科学基金;
关键词
QUANTITATIVE RT-PCR; REAL-TIME PCR; CARTHAMUS-TINCTORIUS L; INTERNAL CONTROL GENES; HOUSEKEEPING GENES; ABIOTIC STRESS; EXPRESSION; SELECTION; VALIDATION; QUANTIFICATION;
D O I
10.1371/journal.pone.0140218
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
Safflower (Carthamus tinctorius L.) has received a significant amount of attention as a medicinal plant and oilseed crop. Gene expression studies provide a theoretical molecular biology foundation for improving new traits and developing new cultivars. Real-time quantitative PCR (RT-qPCR) has become a crucial approach for gene expression analysis. In addition, appropriate reference genes (RGs) are essential for accurate and rapid relative quantification analysis of gene expression. In this study, fifteen candidate RGs involved in multiple metabolic pathways of plants were finally selected and validated under different experimental treatments, at different seed development stages and in different cultivars and tissues for real-time PCR experiments. These genes were ABCS, 60SRPL10, RANBP1, UBCL, MFC, UBCE2, EIF5A, COA, EF1-beta, EF1, GAPDH, ATPS, MBF1, GTPB and GST. The suitability evaluation was executed by the geNorm and NormFinder programs. Overall, EF1, UBCE2, EIF5A, ATPS and 60SRPL10 were the most stable genes, and MBF1, as well as MFC, were the most unstable genes by geNorm and NormFinder software in all experimental samples. To verify the validation of RGs selected by the two programs, the expression analysis of 7 CtFAD2 genes in safflower seeds at different developmental stages under cold stress was executed using different RGs in RT-qPCR experiments for normalization. The results showed similar expression patterns when the most stable RGs selected by geNorm or NormFinder software were used. However, the differences were detected using the most unstable reference genes. The most stable combination of genes selected in this study will help to achieve more accurate and reliable results in a wide variety of samples in safflower.
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页数:16
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共 51 条
[1]   Identification and Validation of Reference Genes for Transcript Normalization in Strawberry (Fragaria x ananassa) Defense Responses [J].
Amil-Ruiz, Francisco ;
Garrido-Gala, Jose ;
Blanco-Portales, Rosario ;
Folta, Kevin M. ;
Munoz-Blanco, Juan ;
Caballero, Jose L. .
PLOS ONE, 2013, 8 (08)
[2]   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
[3]   Identification and evaluation of new reference genes in Gossypium hirsutum for accurate normalization of real-time quantitative RT-PCR data [J].
Artico, Sinara ;
Nardeli, Sarah M. ;
Neto, Osmundo B. Oliveira ;
Grossi-de-Sa, Maria Fatima ;
Alves-Ferreira, Marcio .
BMC PLANT BIOLOGY, 2010, 10
[4]   Quantitative real-time RT-PCR - a perspective [J].
Bustin, SA ;
Benes, V ;
Nolan, T ;
Pfaffl, MW .
JOURNAL OF MOLECULAR ENDOCRINOLOGY, 2005, 34 (03) :597-601
[5]   Absolute quantification of mRNA using real-time reverse transcription polymerase chain reaction assays [J].
Bustin, SA .
JOURNAL OF MOLECULAR ENDOCRINOLOGY, 2000, 25 (02) :169-193
[6]   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
[7]   A large and functionally diverse family of Fad2 genes in safflower (Carthamus tinctorius L.) [J].
Cao, Shijiang ;
Zhou, Xue-Rong ;
Wood, Craig C. ;
Green, Allan G. ;
Singh, Surinder P. ;
Liu, Lixia ;
Liu, Qing .
BMC PLANT BIOLOGY, 2013, 13
[8]   Exercise induced stress in horses: Selection of the most stable reference genes for quantitative RT-PCR normalization [J].
Cappelli, Katia ;
Felicetti, Michela ;
Capomaccio, Stefano ;
Spinsanti, Giacomo ;
Silvestrelli, Maurizio ;
Supplizi, Andrea Verini .
BMC MOLECULAR BIOLOGY, 2008, 9
[9]   Selection of reference genes for qPCR in hairy root cultures of peanut [J].
Condori J. ;
Nopo-Olazabal C. ;
Medrano G. ;
Medina-Bolivar F. .
BMC Research Notes, 4 (1)
[10]   Evaluation of coffee reference genes for relative expression studies by quantitative real-time RT-PCR [J].
Cruz, Fernanda ;
Kalaoun, Samara ;
Nobile, Paula ;
Colombo, Carlos ;
Almeida, Juliana ;
Barros, Leila M. G. ;
Romano, Eduardo ;
Grossi-de-Sa, Maria Fatima ;
Vaslin, Maite ;
Alves-Ferreira, Marcio .
MOLECULAR BREEDING, 2009, 23 (04) :607-616