Identification of Reference Genes for RT-qPCR Expression Analysis in Arabidopsis and Tomato Seeds

被引:220
作者
Dekkers, Bas J. W. [1 ,2 ]
Willems, Leo [1 ]
Bassel, George W. [3 ]
van Bolderen-Veldkamp, R. P. [1 ,2 ]
Ligterink, Wilco [1 ]
Hilhorst, Henk W. M. [1 ]
Bentsink, Leonie [1 ,2 ]
机构
[1] Wageningen Univ, Wageningen Seed Lab, Lab Plant Physiol, NL-6708 PB Wageningen, Netherlands
[2] Univ Utrecht, NL-3584 CH Utrecht, Netherlands
[3] Univ Nottingham, Div Plant & Crop Sci, Loughborough LE12 5RD, Leics, England
关键词
Arabidopsis; Gene expression; Normalization; RT-qPCR; Seed; Tomato; GIBBERELLIN BIOSYNTHESIS; HOUSEKEEPING GENES; LOW-TEMPERATURE; MESSENGER-RNA; ABSCISIC-ACID; PCR ANALYSIS; GERMINATION; NORMALIZATION; DORMANCY; TRANSCRIPTION;
D O I
10.1093/pcp/pcr113
中图分类号
Q94 [植物学];
学科分类号
071001 ;
摘要
Quantifying gene expression levels is an important research tool to understand biological systems. Reverse transcription-quantitative real-time PCR (RT-qPCR) is the preferred method for targeted gene expression measurements because of its sensitivity and reproducibility. However, normalization, necessary to correct for sample input and reverse transcriptase efficiency, is a crucial step to obtain reliable RT-qPCR results. Stably expressed genes (i.e. genes whose expression is not affected by the treatment or developmental stage under study) are indispensable for accurate normalization of RT-qPCR experiments. Lack of accurate normalization could affect the results and may lead to false conclusions. Since transcriptomes of seeds are different from other plant tissues, we aimed to identify reference genes specifically for RT-qPCR analyses in seeds of two important seed model species, i.e. Arabidopsis and tomato. We mined Arabidopsis seed microarray data to identify stably expressed genes and analyzed these together with putative reference genes from other sources. In total, the expression stability of 24 putative reference genes was validated by RT-qPCR in Arabidopsis seed samples. For tomato, we lacked transcriptome data sets of seeds and therefore we tested the tomato homologs of the reference genes found for Arabidopsis seeds. In conclusion, we identified 14 Arabidopsis and nine tomato reference genes. This provides a valuable resource for accurate normalization of gene expression experiments in seed research for two important seed model species.
引用
收藏
页码:28 / 37
页数:10
相关论文
共 39 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]   Elucidating the germination transcriptional program using small molecules [J].
Bassel, George W. ;
Fung, Pauline ;
Chow, Tsz-Fung Freeman ;
Foong, Justin A. ;
Provart, Nicholas J. ;
Cutler, Sean R. .
PLANT PHYSIOLOGY, 2008, 147 (01) :143-155
[3]   Cloning of DOG1, a quantitative trait locus controlling seed dormancy in Arabidopsis [J].
Bentsink, Leonie ;
Jowett, Jemma ;
Hanhart, Corrie J. ;
Koornneef, Maarten .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2006, 103 (45) :17042-17047
[4]   Natural variation for seed dormancy in Arabidopsis is regulated by additive genetic and molecular pathways [J].
Bentsink, Leonie ;
Hanson, Johannes ;
Hanhart, Corrie J. ;
Blankestijn-de Vries, Hetty ;
Coltrane, Colin ;
Keizer, Paul ;
El-Lithy, Mohamed ;
Alonso-Blanco, Carlos ;
Teresa de Andres, M. ;
Reymond, Matthieu ;
van Eeuwijk, Fred ;
Smeekens, Sjef ;
Koornneef, Maarten .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2010, 107 (09) :4264-4269
[5]   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
[6]   Gene expression profiles of Arabidopsis Cvi seeds during dormancy cycling indicate a common underlying dormancy control mechanism [J].
Cadman, Cassandra S. C. ;
Toorop, Peter E. ;
Hilhorst, Henk W. M. ;
Finch-Savage, William E. .
PLANT JOURNAL, 2006, 46 (05) :805-822
[7]   Gene expression profiling reveals defined functions of the ATP-binding cassette transporter COMATOSE late in phase II of germination [J].
Carrera, Esther ;
Holman, Tara ;
Medhurst, Anne ;
Peer, Wendy ;
Schmuths, Heike ;
Footitt, Steven ;
Theodoulou, Frederica L. ;
Holdsworth, Michael J. .
PLANT PHYSIOLOGY, 2007, 143 (04) :1669-1679
[8]   Selection of candidate housekeeping controls in tomato plants using EST data [J].
Coker, JS ;
Davies, E .
BIOTECHNIQUES, 2003, 35 (04) :740-+
[9]   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
[10]   Interaction between sugar and abscisic acid signalling during early seedling development in Arabidopsis [J].
Dekkers, Bas J. W. ;
Schuurmans, Jolanda A. M. J. ;
Smeekens, Sjef C. M. .
PLANT MOLECULAR BIOLOGY, 2008, 67 (1-2) :151-167