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PMID: 24167633 Published · epublish English Journal Article Research Support, Non-U.S. Gov't

Evaluation and validation of reference genes for normalization of quantitative real-time PCR based gene expression studies in peanut.

PloS one ·Vol. 8 ·No. 10 ·2013-00-00 ·Pages e78555

Reddy DS, Bhatnagar-Mathur P, Cindhuri KS, Sharma KK

Abstract

The quantitative real-time PCR (qPCR) based techniques have become essential for gene expression studies and high-throughput molecular characterization of transgenic events. Normalizing to reference gene in relative quantification make results from qPCR more reliable when compared to absolute quantification, but requires robust reference genes. Since, ideal reference gene should be species specific, no single internal control gene is universal for use as a reference gene across various plant developmental stages and diverse growth conditions. Here, we present validation studies of multiple stably expressed reference genes in cultivated peanut with minimal variations in temporal and spatial expression when subjected to various biotic and abiotic stresses. Stability in the expression of eight candidate reference genes including ADH3, ACT11, ATPsyn, CYP2, ELF1B, G6PD, LEC and UBC1 was compared in diverse peanut plant samples. The samples were categorized into distinct experimental sets to check the suitability of candidate genes for accurate and reliable normalization of gene expression using qPCR. Stability in expression of the references genes in eight sets of samples was determined by geNorm and NormFinder methods. While three candidate reference genes including ADH3, G6PD and ELF1B were identified to be stably expressed across experiments, LEC was observed to be the least stable, and hence must be avoided for gene expression studies in peanut. Inclusion of the former two genes gave sufficiently reliable results; nonetheless, the addition of the third reference gene ELF1B may be potentially better in a diverse set of tissue samples of peanut.

MeSH Terms
Arachis/genetics,metabolism Gene Expression Profiling/methods Gene Expression Regulation, Plant/physiology Genes, Plant Real-Time Polymerase Chain Reaction/methods
Authors & Affiliations
4 authors, click to expand affiliations / ORCID
Reddy Dumbala Srinivas
International Crops Research Institute for the Semi-Arid Tropics (ICRISAT), Patancheru, Andhra Pradesh, India.
Bhatnagar-Mathur Pooja
Cindhuri Katamreddy Sri
Sharma Kiran K
References (43)
43 references, click to expand
  1. Absolute quantification of mRNA using real-time reverse transcription polymerase chain reaction assays.
    J Mol Endocrinol. 2000 Oct;25(2):169-93 PMID: 11013345
  2. RefGenes: identification of reliable and condition specific reference genes for RT-qPCR data normalization.
    BMC Genomics. 2011 Mar 21;12:156 PMID: 21418615
  3. Changed relative to what? Housekeeping genes and normalization strategies in human brain gene expression studies.
    Biol Psychiatry. 2011 Jan 15;69(2):173-9 PMID: 20673871
  4. Validation of reference genes for gene expression studies in peanut by quantitative real-time RT-PCR.
    Mol Genet Genomics. 2012 Feb;287(2):167-76 PMID: 22203160
  5. qBase relative quantification framework and software for management and automated analysis of real-time quantitative PCR data.
    Genome Biol. 2007;8(2):R19 PMID: 17291332
  6. A survey of quantitative real-time polymerase chain reaction internal reference genes for expression studies in Brassica napus.
    Anal Biochem. 2010 Oct 1;405(1):138-40 PMID: 20522329
  7. Genome-wide identification and evaluation of novel internal control genes for Q-PCR based transcript normalization in wheat.
    Plant Mol Biol. 2010 Oct;74(3):307-11 PMID: 20658259
  8. Validation of reference genes for real-time quantitative PCR normalization in soybean developmental and germinating seeds.
    Plant Cell Rep. 2012 Oct;31(10):1789-98 PMID: 22588479
  9. Housekeeping genes as internal standards: use and limits.
    J Biotechnol. 1999 Oct 8;75(2-3):291-5 PMID: 10617337
  10. Molecular phylogeny and evolutionary rates of alcohol dehydrogenases in vertebrates and plants.
    Mol Biol Evol. 1993 Nov;10(6):1215-26 PMID: 8277852
  11. A quantitative RT-PCR platform for high-throughput expression profiling of 2500 rice transcription factors.
    Plant Methods. 2007 Jun 08;3:7 PMID: 17559651
  12. Validation of housekeeping genes as internal control for studying gene expression in rice by quantitative real-time PCR.
    Biochem Biophys Res Commun. 2006 Jun 30;345(2):646-51 PMID: 16690022
  13. Validation of internal control genes for quantitative gene expression studies in chickpea (Cicer arietinum L.).
    Biochem Biophys Res Commun. 2010 May 28;396(2):283-8 PMID: 20399753
  14. Evaluation of candidate reference genes for gene expression normalization in Brassica juncea using real time quantitative RT-PCR.
    PLoS One. 2012;7(5):e36918 PMID: 22606308
  15. 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.
    Cancer Res. 2004 Aug 1;64(15):5245-50 PMID: 15289330
  16. Accurate normalization of real-time quantitative RT-PCR data by geometric averaging of multiple internal control genes.
    Genome Biol. 2002 Jun 18;3(7):RESEARCH0034 PMID: 12184808
  17. Microarray and molecular analyses of the azole resistance mechanism in Candida glabrata oropharyngeal isolates.
    Antimicrob Agents Chemother. 2010 Aug;54(8):3308-17 PMID: 20547810
  18. Reference gene selection for quantitative real-time PCR in Chrysanthemum subjected to biotic and abiotic stress.
    Mol Biotechnol. 2011 Oct;49(2):192-7 PMID: 21416201
  19. An optimized grapevine RNA isolation procedure and statistical determination of reference genes for real-time RT-PCR during berry development.
    BMC Plant Biol. 2006 Nov 14;6:27 PMID: 17105665
  20. Estimating the number of integrations in transformed plants by quantitative real-time PCR.
    BMC Biotechnol. 2002 Oct 24;2:20 PMID: 12398792
  21. Stress-inducible expression of At DREB1A in transgenic peanut (Arachis hypogaea L.) increases transpiration efficiency under water-limiting conditions.
    Plant Cell Rep. 2007 Dec;26(12):2071-82 PMID: 17653723
  22. Normalisation of real-time RT-PCR gene expression measurements in Arabidopsis thaliana exposed to increased metal concentrations.
    Planta. 2008 May;227(6):1343-9 PMID: 18273637
  23. Quantitative detection of transgenes in soybean [Glycine max (L.) Merrill] and peanut (Arachis hypogaea L.) by real-time polymerase chain reaction.
    Plant Cell Rep. 2001 Jul;20(5):422-428 PMID: 24549450
  24. Quantitative real-time PCR assay to detect transgene copy number in cotton (Gossypium hirsutum).
    Anal Biochem. 2008 Apr 1;375(1):150-2 PMID: 18078801
  25. Validation of reference genes for gene expression analysis in chicory (Cichorium intybus) using quantitative real-time PCR.
    BMC Mol Biol. 2010 Feb 15;11:15 PMID: 20156357
  26. Housekeeping gene selection for real-time RT-PCR normalization in potato during biotic and abiotic stress.
    J Exp Bot. 2005 Nov;56(421):2907-14 PMID: 16188960
  27. Selection of internal control genes for quantitative real-time RT-PCR studies during tomato development process.
    BMC Plant Biol. 2008 Dec 22;8:131 PMID: 19102748
  28. Identification and evaluation of new reference genes in Gossypium hirsutum for accurate normalization of real-time quantitative RT-PCR data.
    BMC Plant Biol. 2010 Mar 21;10:49 PMID: 20302670
  29. Evaluation of putative reference genes for gene expression normalization in soybean by quantitative real-time RT-PCR.
    BMC Mol Biol. 2009 Sep 28;10:93 PMID: 19785741
  30. Quantitative real-time RT-PCR--a perspective.
    J Mol Endocrinol. 2005 Jun;34(3):597-601 PMID: 15956331
  31. Twenty-five years of quantitative PCR for gene expression analysis.
    Biotechniques. 2008 Apr;44(5):619-26 PMID: 18474036
  32. Validation of internal control for gene expression study in soybean by quantitative real-time PCR.
    BMC Mol Biol. 2008 Jun 23;9:59 PMID: 18573215
  33. Identification of suitable internal control genes for expression studies in Coffea arabica under different experimental conditions.
    BMC Mol Biol. 2009 Jan 06;10:1 PMID: 19126214
  34. Selection of reference genes for normalization of qRT-PCR analysis of differentially expressed genes in soybean exposed to cadmium.
    Mol Biol Rep. 2012 Feb;39(2):1585-94 PMID: 21625860
  35. Evaluation of candidate reference genes for normalization of quantitative RT-PCR in soybean tissues under various abiotic stress conditions.
    PLoS One. 2012;7(9):e46487 PMID: 23029532
  36. Evaluation of candidate reference genes for qPCR in maize.
    J Plant Physiol. 2012 May 15;169(8):807-15 PMID: 22459324
  37. The real-time polymerase chain reaction.
    Mol Aspects Med. 2006 Apr-Jun;27(2-3):95-125 PMID: 16460794
  38. Guideline to reference gene selection for quantitative real-time PCR.
    Biochem Biophys Res Commun. 2004 Jan 23;313(4):856-62 PMID: 14706621
  39. An overview of real-time quantitative PCR: applications to quantify cytokine gene expression.
    Methods. 2001 Dec;25(4):386-401 PMID: 11846608
  40. Selection of endogenous genes for gene expression studies in Eucalyptus under biotic (Puccinia psidii) and abiotic (acibenzolar-S-methyl) stresses using RT-qPCR.
    BMC Res Notes. 2010 Feb 24;3:43 PMID: 20181283
  41. Genome-wide identification and testing of superior reference genes for transcript normalization in Arabidopsis.
    Plant Physiol. 2005 Sep;139(1):5-17 PMID: 16166256
  42. Basic local alignment search tool.
    J Mol Biol. 1990 Oct 5;215(3):403-10 PMID: 2231712
  43. Reference genes for quantitative reverse transcription-polymerase chain reaction expression studies in wild and cultivated peanut.
    BMC Res Notes. 2011 Sep 09;4:339 PMID: 21906295
Article Info
Journal
PloS one
Abbr.
PLoS One
ISSN
1932-6203
Published
2013-00-00
Epub
2013-00-22
Pages
e78555
Language
English
Region
United States
NLM ID
101285081
PMCID
PMC3805511
Subset
IM
Analysis Services
Analysis Services

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