Identification of Candidate Reference Genes in Perennial Ryegrass for Quantitative RT-PCR under Various Abiotic Stress Conditions

被引:83
作者
Huang, Linkai [1 ]
Yan, Haidong [1 ]
Jiang, Xiaomei [1 ]
Yin, Guohua [2 ]
Zhang, Xinquan [1 ]
Qi, Xiao [3 ]
Zhang, Yu [1 ]
Yan, Yanhong [1 ]
Ma, Xiao [1 ]
Peng, Yan [1 ]
机构
[1] Sichuan Agr Univ, Anim Sci & Technol Coll, Dept Grassland Sci, Yaan, Sichuan, Peoples R China
[2] Univ Arizona, Coll Agr & Life Sci, Tucson, AZ USA
[3] Minist Agr, Natl Anim Husb Serv, Beijing, Peoples R China
来源
PLOS ONE | 2014年 / 9卷 / 04期
关键词
SUPERIOR REFERENCE GENES; REVERSE TRANSCRIPTION; HOUSEKEEPING GENES; INTERNAL CONTROL; DROUGHT STRESS; EXPRESSION; VALIDATION; NORMALIZATION; RNA; QUANTIFICATION;
D O I
10.1371/journal.pone.0093724
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
Background: Quantitative real-time reverse-transcriptase PCR (qRT-PCR) is an important technique for analyzing differences gene expression due to its sensitivity, accuracy and specificity. However, the stability of the expression of reference genes is necessary to ensure accurate qRT-PCR assessment of expression in genes of interest. Perennial ryegrass (Lolium perenne L.) is important forage and turf grass species in temperate regions, but the expression stability of its reference genes under various stresses has not been well-studied. Methodology/Principal Findings: In this study, 11 candidate reference genes were evaluated for use as controls in qRT-PCR to quantify gene expression in perennial ryegrass under drought, high salinity, heat, waterlogging, and ABA (abscisic acid) treatments. Four approaches - Delta C-T, geNorm, BestKeeper and Normfinder were used to determine the stability of expression in these reference genes. The results are consistent with the idea that the best reference genes depend on the stress treatment under investigation. Eukaryotic initiation factor 4 alpha (eIF4A), Transcription elongation factor 1 (TEF1) and Tat binding protein-1 (TBP-1) were the three most stably expressed genes under drought stress and were also the three best genes for studying salt stress. eIF4A, TBP-1, and Ubiquitin-conjugating enzyme (E2) were the most suitable reference genes to study heat stress, while eIF4A, TEF1, and E2 were the three best reference genes for studying the effects of ABA. Finally, Ubiquitin (UBQ), TEF1, and eIF4A were the three best reference genes for waterlogging treatments. Conclusions/Significance: These results will be helpful in choosing the best reference genes for use in studies related to various abiotic stresses in perennial ryegrass. The stability of expression in these reference genes will enable better normalization and quantification of the transcript levels for studies of gene expression in such studies.
引用
收藏
页数:10
相关论文
共 59 条
  • [1] Fructans, but not the sucrosyl-galactosides, raffinose and loliose, are affected by drought stress in perennial ryegrass
    Amiard, V
    Morvan-Bertrand, A
    Billard, JP
    Huault, C
    Keller, F
    Prud'homme, MP
    [J]. PLANT PHYSIOLOGY, 2003, 132 (04) : 2218 - 2229
  • [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
    Andersen, CL
    Jensen, JL
    Orntoft, TF
    [J]. CANCER RESEARCH, 2004, 64 (15) : 5245 - 5250
  • [3] Ayers Duncan, 2007, BMC Vet Res, V3, P7
  • [4] Reverse Transcription of 18S rRNA with Poly(dT)18 and Other Homopolymers
    Bogdanovic, Milica D.
    Dragicevic, Milan B.
    Tanic, Nikola T.
    Todorovic, Sladana I.
    Misic, Danijela M.
    Zivkovic, Suzana T.
    Tissier, Alain
    Simonovic, Ana D.
    [J]. PLANT MOLECULAR BIOLOGY REPORTER, 2013, 31 (01) : 55 - 63
  • [5] Quantitative real-time RT-PCR - a perspective
    Bustin, SA
    Benes, V
    Nolan, T
    Pfaffl, MW
    [J]. JOURNAL OF MOLECULAR ENDOCRINOLOGY, 2005, 34 (03) : 597 - 601
  • [6] Absolute quantification of mRNA using real-time reverse transcription polymerase chain reaction assays
    Bustin, SA
    [J]. JOURNAL OF MOLECULAR ENDOCRINOLOGY, 2000, 25 (02) : 169 - 193
  • [7] Quantification of mRNA using real-time reverse transcription PCR (RT-PCR): trends and problems
    Bustin, SA
    [J]. JOURNAL OF MOLECULAR ENDOCRINOLOGY, 2002, 29 (01) : 23 - 39
  • [8] Reference Genes for High-Throughput Quantitative Reverse Transcription-PCR Analysis of Gene Expression in Organs and Tissues of Eucalyptus Grown in Various Environmental Conditions
    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
    [J]. PLANT AND CELL PHYSIOLOGY, 2012, 53 (12) : 2101 - 2116
  • [9] Selection and Validation of Endogenous Reference Genes for qRT-PCR Analysis in Leafy Spurge (Euphorbia esula)
    Chao, Wun S.
    Dogramaci, Muenevver
    Foley, Michael E.
    Horvath, David P.
    Anderson, James V.
    [J]. PLOS ONE, 2012, 7 (08):
  • [10] Predicting leaf gravimetric water content from foliar reflectance across a range of plant species using continuous wavelet analysis
    Cheng, Tao
    Rivard, Benoit
    Sanchez-Azofeifa, Arturo G.
    Feret, Jean-Baptiste
    Jacquemoud, Stephane
    Ustin, Susan L.
    [J]. JOURNAL OF PLANT PHYSIOLOGY, 2012, 169 (12) : 1134 - 1142