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Evaluation of potential internal references for quantitative real-time RT-PCR normalization of gene expression in red drum (Sciaenops ocellatus)

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Abstract

Quantitative real-time reverse transcription polymerase chain reaction (qRT-PCR) has been used extensively for studying gene expression in diverse organisms including fish. In this study, with an aim to identify reliable reference genes for qRT-PCR in red drum (Sciaenops ocellatus), an economic fish species, we determined the expression stability of seven housekeeping genes in healthy and bacterium-infected red drum. Each of the selected candidate genes was amplified by qRT-PCR from the brain, gill, heart, intestine, kidney, liver, muscle, and spleen of red drum infected with or without a bacterial pathogen for 12 and 48 h. The mRNA levels of the genes were analyzed with the geNorm and NormFinder algorithms. The results showed that in the absence of bacterial infection, translation initiation factor 3, NADH dehydrogenase 1, and QM-like protein may be used together as internal references across the eight examined tissues. Bacterial infection caused variations in the rankings of the most stable genes in a tissue-dependent manner. For all tissues, two genes sufficed for reliable normalization at both 12 and 48 h post-infection. However, the optimal gene pairs differed among tissues and, for four of the examined eight tissues, between infection points. These results indicate that when studying gene expression in red drum under conditions of bacterial infection, the optimal reference genes should be selected on the basis of tissue type and, for accurate normalization, infection stage.

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References

  • Andersen CL, Jensen JL, Orntoft TF (2004) 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 64:5245–5250

    Article  CAS  PubMed  Google Scholar 

  • Bagnall NH, Kotze AC (2010) Evaluation of reference genes for real-time PCR quantification of gene expression in the Australian sheep blowfly, Lucilia cuprina. Med Vet Entomol 24:176–181

    Article  CAS  PubMed  Google Scholar 

  • Bas A, Forsberg G, Hammarstrom S, Hammarstrom ML (2004) Utility of the housekeeping genes 18S rRNA, beta-actin and glyceraldehyde-3-phosphate-dehydrogenase for normalization in real-time quantitative reverse transcriptase-polymerase chain reaction analysis of gene expression in human T lymphocytes. Scand J Immunol 59:566–573

    Article  CAS  PubMed  Google Scholar 

  • Bustin SA (2000) Absolute quantification of mRNA using real-time reverse transcription polymerase chain reaction assays. J Mol Endocrinol 25:169–193

    Article  CAS  PubMed  Google Scholar 

  • Bustin SA (2002) Quantification of mRNA using real-time reverse transcription PCR (RT-PCR): trends and problems. J Mol Endocrinol 29:23–39

    Article  CAS  PubMed  Google Scholar 

  • Cheng S, Zhang M, Sun L (2010) The iron-cofactored superoxide dismutase of Edwardsiella tarda inhibits macrophage-mediated innate immune response. Fish Shellfish Immunol 29:972–978

    Article  CAS  PubMed  Google Scholar 

  • Dang W, Sun L (2011) Determination of internal controls for quantitative real time RT-PCR analysis of the effect of Edwardsiella tarda infection on gene expression in turbot (Scophthalmus maximus). Fish Shellfish Immun 30:720–728

    Article  CAS  Google Scholar 

  • Dang W, Zhang M, Hu YH, Sun L (2010) Differential regulation of Sciaenops ocellatus viperin expression by intracellular and extracellular bacterial pathogens. Fish Shellfish Immun 29:264–270

    Article  CAS  Google Scholar 

  • Dheda K, Huggett JF, Bustin SA, Johnson MA, Rook G, Zumla A (2004) Validation of housekeeping genes for normalizing RNA expression in real-time PCR. Biotechniques 37:112–114, 116, 118–119

  • Filby AL, Tyler CR (2007) Appropriate ‘housekeeping’ genes for use in expression profiling the effects of environmental estrogens in fish. BMC Mol Biol. doi:10.1186/1471-2199-8-10

    PubMed Central  PubMed  Google Scholar 

  • Hu YH, Chen L, Sun L (2011) CXCL8 of Scophthalmus maximus: expression, biological activity and immunoregulatory effect. Dev Comp Immunol 35:1030–1037

    CAS  Google Scholar 

  • Huggett J, Dheda K, Bustin S, Zumla A (2005) Real-time RT-PCR normalisation; strategies and considerations. Genes Immun 6:279–284

    Article  CAS  PubMed  Google Scholar 

  • Kubista M, Andrade JM, Bengtsson M, Forootan A, Jonak J, Lind K, Sindelka R, Sjoback R, Sjogreen B, Strombom L, Stahlberg A, Zoric N (2006) The real-time polymerase chain reaction. Mol Aspects Med 27:95–125

    Article  CAS  PubMed  Google Scholar 

  • Li RM, Xie W, Wang SL, Wu QJ, Yang NN, Yang X, Pan HP, Zhou XM, Bai LY, Xu BY, Zhou XG, Zhang YJ (2013) Reference gene selection for qRT-PCR analysis in the sweetpotato whitefly, Bemisia tabaci (Hemiptera: Aleyrodidae). PLoS ONE 8(1):e53006

    Article  PubMed Central  CAS  PubMed  Google Scholar 

  • Li MF, Zhang B, Li J, Sun L (2014) Sil: a Streptococcus iniae bacteriocin with dual role as an antimicrobial and an immunomodulator that inhibits innate immune response and promotes S. iniae infection. PLoS ONE 9(4):e96222

    Article  PubMed Central  PubMed  Google Scholar 

  • Liu CH, Xin N, Zhai Y, Jiang LM, Zhai JM, Zhang QQ, Qi J (2014) Reference gene selection for quantitative real-time RT-PCR normalization in the half-smooth tongue sole (Cynoglossus semilaevis) at different developmental stages, in various tissue types and on exposure to chemicals. PLoS ONE 9(3):e91715

    Article  PubMed Central  PubMed  Google Scholar 

  • Lovoll M, Austbo L, Jorgensen JB, Rimstad E, Frost P (2011) Transcription of reference genes used for quantitative RT-PCR in Atlantic salmon is affected by viral infection. Vet Res. doi:10.1186/1297-9716-42-8

    PubMed Central  PubMed  Google Scholar 

  • Ma LM, Wang WJ, Liu CH, Yu HY, Wang ZG, Wang XB, Qi J, Zhang QQ (2013) Selection of reference genes for reverse transcription quantitative real-time PCR normalization in black rockfish (Sebastes schlegeli). Mar Genom 11:67–73

    Article  Google Scholar 

  • Mansur NR, Meyersiegler K, Wurzer JC, Sirover MA (1993) Cell-cycle regulation of the glyceraldehyde-3-phosphate dehydrogenase/uracil DNA glycosylase gene in normal human-cells. Nucleic Acids Res 21:993–998

    Article  PubMed Central  CAS  PubMed  Google Scholar 

  • McCurley AT, Callard GV (2008) Characterization of housekeeping genes in zebrafish: male-female differences and effects of tissue type, developmental stage and chemical treatment. BMC Mol Biol. doi:10.1186/1471-2199-9-102

    PubMed Central  PubMed  Google Scholar 

  • Overgard AC, Nerland AH, Patel S (2010) Evaluation of potential reference genes for real time RT-PCR studies in Atlantic halibut (Hippoglossus Hippoglossus L.); during development, in tissues of healthy and NNV-injected fish, and in anterior kidney leucocytes. BMC Mol Biol. doi:10.1186/1471-2199-11-36

    PubMed Central  PubMed  Google Scholar 

  • Radonic A, Thulke S, Mackay IM, Landt O, Siegert W, Nitsche A (2004) Guideline to reference gene selection for quantitative real-time PCR. Biochem Biophys Res Commun 313:856–862

    Article  CAS  PubMed  Google Scholar 

  • Schmittgen TD, Zakrajsek BA (2000) Effect of experimental treatment on housekeeping gene expression: validation by real-time, quantitative RT-PCR. J Biochem Biophys Methods 46:69–81

    Article  CAS  PubMed  Google Scholar 

  • Thellin O, Zorzi W, Lakaye B, De Borman B, Coumans B, Hennen G, Grisar T, Igout A, Heinen E (1999) Housekeeping genes as internal standards: use and limits. J Biotechnol 75:291–295

    Article  CAS  PubMed  Google Scholar 

  • Tricarico C, Pinzani P, Bianchi S, Paglierani M, Distante V, Pazzagli M, Bustin SA, Orlando C (2002) Quantitative real-time reverse transcription polymerase chain reaction: normalization to rRNA or single housekeeping genes is inappropriate for human tissue biopsies. Anal Biochem 309:293–300

    Article  CAS  PubMed  Google Scholar 

  • Vandesompele J, De Preter K, Pattyn F, Poppe B, Van Roy N, De Paepe A, Speleman F (2002) Accurate normalization of real-time quantitative RT-PCR data by geometric averaging of multiple internal control genes. Genome Biol. doi:10.1186/Gb-2002-3-7-Research0034

    PubMed Central  PubMed  Google Scholar 

  • VanGuilder HD, Vrana KE, Freeman WM (2008) Twenty-five years of quantitative PCR for gene expression analysis. Biotechniques 44:619–626

    Article  CAS  PubMed  Google Scholar 

  • Wang HR, Hu YH, Zhang WW, Sun L (2009) Construction of an attenuated Pseudomonas fluorescens strain and evaluation of its potential as a cross-protective vaccine. Vaccine 27:4047–4055

    Article  CAS  PubMed  Google Scholar 

  • Yang CG, Wang XL, Tian J, Liu W, Wu F, Jiang M, Wen H (2013) Evaluation of reference genes for quantitative real-time RT-PCR analysis of gene expression in Nile tilapia (Oreochromis niloticus). Gene 527:183–192

    Article  CAS  PubMed  Google Scholar 

  • Yu LP, Hu YH, Zhang XH, Sun BG (2013) Development of a triplex loop-mediated isothermal amplification method for rapid on-site detection of three Vibrio species associated with fish diseases. Aquaculture 414:267–273

    Article  Google Scholar 

  • Zhang M, Sun K, Sun L (2008) Regulation of autoinducer 2 production and luxS expression in a pathogenic Edwardsiella tarda strain. Microbiology 154:2060–2069

    Article  CAS  PubMed  Google Scholar 

  • Zhang J, Hu YH, Sun BG, Xiao ZZ, Sun L (2013) Selection of normalization factors for quantitative real time RT-PCR studies in Japanese flounder (Paralichthys olivaceus) and turbot (Scophthalmus maximus) under conditions of viral infection. Vet Immunol Immunopathol 152:303–316

    Article  CAS  PubMed  Google Scholar 

  • Zhang BC, Sun L, Xiao ZZ, Hu YH (2014) Quantitative real time RT-PCR study of pathogen-induced gene expression in rock bream (Oplegnathus fasciatus): internal controls for data normalization. Mar Genom 15:75–84

    Article  Google Scholar 

  • Zheng WJ, Sun L (2011) Evaluation of housekeeping genes as references for quantitative real time RT-PCR analysis of gene expression in Japanese flounder (Paralichthys olivaceus). Fish Shellfish Immun 30:638–645

    Article  CAS  Google Scholar 

  • Zhong QW, Zhang QQ, Wang ZG, Qi J, Chen YJ, Li S, Sun YY, Li CM, Lan X (2008) Expression profiling and validation of potential reference genes during Paralichthys olivaceus embryogenesis. Mar Biotechnol 10:310–318

    Article  CAS  PubMed  Google Scholar 

  • Zhu X, Yuan M, Shakeel M, Zhang YJ, Wang SL, Wang X, Zhan S, Kang TH, Li JH (2014) Selection and evaluation of reference genes for expression analysis using qRT-PCR in the beet armyworm Spodoptera exigua (Hubner) (Lepidoptera: Noctuidae). PLoS ONE 9(1):e84730

    Article  PubMed Central  PubMed  Google Scholar 

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Acknowledgments

This work was supported by the grants of the Chinese Ministry of Science and Technology (2012BAD17B01) and the Taishan Scholar Program of Shandong Province.

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Correspondence to Yong-hua Hu.

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Sun, Bg., Hu, Yh. Evaluation of potential internal references for quantitative real-time RT-PCR normalization of gene expression in red drum (Sciaenops ocellatus). Fish Physiol Biochem 41, 695–704 (2015). https://doi.org/10.1007/s10695-015-0039-8

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  • DOI: https://doi.org/10.1007/s10695-015-0039-8

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