Selection of suitable reference genes for assessing gene expression in pearl millet under different abiotic stresses and their combinations

被引:96
作者
Shivhare, Radha [1 ]
Lata, Charu [1 ,2 ]
机构
[1] CSIR, Natl Bot Res Inst, Rana Pratap Marg, Lucknow 226001, Uttar Pradesh, India
[2] Natl Res Ctr Plant Biotechnol, Pusa Campus, New Delhi 110012, India
关键词
POLYMERASE-CHAIN-REACTION; SETARIA-ITALICA; HOUSEKEEPING GENES; INTERNAL CONTROL; PCR ANALYSIS; NORMALIZATION; DROUGHT; VALIDATION; TOLERANCE; IDENTIFICATION;
D O I
10.1038/srep23036
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
Pearl millet [Pennisetum glaucum (L.) R. Br.] a widely used grain and forage crop, is grown in areas frequented with one or more abiotic stresses, has superior drought and heat tolerance and considered a model crop for stress tolerance studies. Selection of suitable reference genes for quantification of target stress-responsive gene expression through quantitative real-time (qRT)-PCR is important for elucidating the molecular mechanisms of improved stress tolerance. For precise normalization of gene expression data in pearl millet, ten candidate reference genes were examined in various developmental tissues as well as under different individual abiotic stresses and their combinations at 1 h (early) and 24 h (late) of stress using geNorm, NormFinder and RefFinder algorithms. Our results revealed EF-1 alpha and UBC-E2 as the best reference genes across all samples, the specificity of which was confirmed by assessing the relative expression of a PgAP2 like-ERF gene that suggested use of these two reference genes is sufficient for accurate transcript normalization under different stress conditions. To our knowledge this is the first report on validation of reference genes under different individual and multiple abiotic stresses in pearl millet. The study can further facilitate fastidious discovery of stress-tolerance genes in this important stress-tolerant crop.
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页数:12
相关论文
共 59 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]   The interaction of plant biotic and abiotic stresses: from genes to the field [J].
Atkinson, Nicky J. ;
Urwin, Peter E. .
JOURNAL OF EXPERIMENTAL BOTANY, 2012, 63 (10) :3523-3543
[3]   The effect of drought and heat stress on reproductive processes in cereals [J].
Barnabas, Beata ;
Jaeger, Katalin ;
Feher, Attila .
PLANT CELL AND ENVIRONMENT, 2008, 31 (01) :11-38
[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]  
Bray EA., 2000, Biochem. Mol. Biol. Plants, P1158
[6]   Validating internal controls for quantitative plant gene expression studies [J].
Brunner A.M. ;
Yakovlev I.A. ;
Strauss S.H. .
BMC Plant Biology, 4 (1)
[7]   MIQE precis: Practical implementation of minimum standard guidelines for fluorescence-based quantitative real-time PCR experiments [J].
Bustin, Stephen A. ;
Beaulieu, Jean-Francois ;
Huggett, Jim ;
Jaggi, Rolf ;
Kibenge, Frederick S. B. ;
Olsvik, Pal A. ;
Penning, Louis C. ;
Toegel, Stefan .
BMC MOLECULAR BIOLOGY, 2010, 11
[8]  
Chen T, 2013, PLOS ONE, V8, DOI [10.1371/journal.pone.0053196, 10.1371/journal.pone.0055601]
[9]   Selection of reference genes for quantitative real-time PCR normalization in creeping bentgrass involved in four abiotic stresses [J].
Chen, Yu ;
Hu, Baoyun ;
Tan, Zhiqun ;
Liu, Jun ;
Yang, Zhimin ;
Li, Zhihua ;
Huang, Bingru .
PLANT CELL REPORTS, 2015, 34 (10) :1825-1834
[10]   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)