Evaluation of Reference Genes for Accurate Normalization of Gene Expression for Real Time-Quantitative PCR in Pyrus pyrifolia Using Different Tissue Samples and Seasonal Conditions

被引:67
作者
Imai, Tsuyoshi [1 ]
Ubi, Benjamin E. [1 ,2 ]
Saito, Takanori [1 ,3 ]
Moriguchi, Takaya [1 ,3 ]
机构
[1] NARO Inst Fruit Tree Sci, Plant Physiol & Fruit Chem Div, Tsukuba, Ibaraki, Japan
[2] Ebonyi State Univ, Biotechnol Res & Dev Ctr, Abakaliki, Ebonyi State, Nigeria
[3] Univ Tsukuba, Grad Sch Life & Environm Sci, Tsukuba, Ibaraki, Japan
基金
日本学术振兴会;
关键词
RT-PCR; HOUSEKEEPING GENES; TRANSCRIPTOME ANALYSIS; JAPANESE PEAR; FLOWER BUDS; ENDODORMANCY; RNA; QUANTIFICATION; ARABIDOPSIS; VALIDATION;
D O I
10.1371/journal.pone.0086492
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
We have evaluated suitable reference genes for real time (RT)-quantitative PCR (qPCR) analysis in Japanese pear (Pyrus pyrifolia). We tested most frequently used genes in the literature such as beta-Tubulin, Histone H3, Actin, Elongation factor-1 alpha, Glyceraldehyde-3-phosphate dehydrogenase, together with newly added genes Annexin, SAND and TIP41. A total of 17 primer combinations for these eight genes were evaluated using cDNAs synthesized from 16 tissue samples from four groups, namely: flower bud, flower organ, fruit flesh and fruit skin. Gene expression stabilities were analyzed using geNorm and NormFinder software packages or by Delta Ct method. geNorm analysis indicated three best performing genes as being sufficient for reliable normalization of RT-qPCR data. Suitable reference genes were different among sample groups, suggesting the importance of validation of gene expression stability of reference genes in the samples of interest. Ranking of stability was basically similar between geNorm and NormFinder, suggesting usefulness of these programs based on different algorithms. Delta Ct method suggested somewhat different results in some groups such as flower organ or fruit skin; though the overall results were in good correlation with geNorm or NormFinder. Gene expression of two cold-inducible genes PpCBF2 and PpCBF4 were quantified using the three most and the three least stable reference genes suggested by geNorm. Although normalized quantities were different between them, the relative quantities within a group of samples were similar even when the least stable reference genes were used. Our data suggested that using the geometric mean value of three reference genes for normalization is quite a reliable approach to evaluating gene expression by RT-qPCR. We propose that the initial evaluation of gene expression stability by Delta Ct method, and subsequent evaluation by geNorm or NormFinder for limited number of superior gene candidates will be a practical way of finding out reliable reference genes.
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页数:11
相关论文
共 41 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]   Transcriptome Analysis of Japanese Pear (Pyrus pyrifolia Nakai) Flower Buds Transitioning Through Endodormancy [J].
Bai, Songling ;
Saito, Takanori ;
Sakamoto, Daisuke ;
Ito, Akiko ;
Fujii, Hiroshi ;
Moriguchi, Takaya .
PLANT AND CELL PHYSIOLOGY, 2013, 54 (07) :1132-1151
[3]   Validating internal controls for quantitative plant gene expression studies [J].
Brunner A.M. ;
Yakovlev I.A. ;
Strauss S.H. .
BMC Plant Biology, 4 (1)
[4]   Reference Genes for High-Throughput Quantitative Reverse Transcription-PCR Analysis of Gene Expression in Organs and Tissues of Eucalyptus Grown in Various Environmental Conditions [J].
Cassan-Wang, Hua ;
Soler, Marcal ;
Yu, Hong ;
Camargo, Eduardo Leal O. ;
Carocha, Victor ;
Ladouce, Nathalie ;
Savelli, Bruno ;
Paiva, Jorge A. P. ;
Leple, Jean-Charles ;
Grima-Pettenati, Jacqueline .
PLANT AND CELL PHYSIOLOGY, 2012, 53 (12) :2101-2116
[5]   Validation of reference genes for RT-qPCR studies of gene expression in banana fruit under different experimental conditions [J].
Chen, Lei ;
Zhong, Hai-ying ;
Kuang, Jian-fei ;
Li, Jian-guo ;
Lu, Wang-jin ;
Chen, Jian-ye .
PLANTA, 2011, 234 (02) :377-390
[6]  
Cottage A, 2004, CELL MOL BIOL LETT, V9, P739
[7]   Genome-wide identification and testing of superior reference genes for transcript normalization in Arabidopsis [J].
Czechowski, T ;
Stitt, M ;
Altmann, T ;
Udvardi, MK ;
Scheible, WR .
PLANT PHYSIOLOGY, 2005, 139 (01) :5-17
[8]   Real-time RT-PCR profiling of over 1400 Arabidopsis transcription factors:: unprecedented sensitivity reveals novel root- and shoot-specific genes [J].
Czechowski, T ;
Bari, RP ;
Stitt, M ;
Scheible, WR ;
Udvardi, MK .
PLANT JOURNAL, 2004, 38 (02) :366-379
[9]   Selection of internal control genes for quantitative real-time RT-PCR studies during tomato development process [J].
Exposito-Rodriguez, Marino ;
Borges, Andres A. ;
Borges-Perez, Andres ;
Perez, Jose A. .
BMC PLANT BIOLOGY, 2008, 8 (1)
[10]   Anthocyanin biosynthesis in pears is regulated by a R2R3-MYB transcription factor PyMYB10 [J].
Feng, Shouqian ;
Wang, Yanling ;
Yang, Song ;
Xu, Yuting ;
Chen, Xuesen .
PLANTA, 2010, 232 (01) :245-255