Evaluation of suitable reference genes for gene expression studies in porcine PBMCs in response to LPS and LTA
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  • 作者:Mehmet Ulas Cinar (1) (2)
    Mohammad Ariful Islam (1) (3)
    Maren Pr?ll (1)
    Hakan Kocamis (4)
    Ernst Tholen (1)
    Dawit Tesfaye (1)
    Christian Looft (1)
    Karl Schellander (1)
    Muhammad Jasim Uddin (1)
  • 关键词:Reference genes ; PBMC ; LPS ; LTA ; Pigs
  • 刊名:BMC Research Notes
  • 出版年:2013
  • 出版时间:December 2013
  • 年:2013
  • 卷:6
  • 期:1
  • 全文大小:632KB
  • 参考文献:1. Gao Y, Flori L, Lecardonnel J, Esquerre D, Hu ZL, Teillaud A, Lemonnier G, Lefevre F, Oswald IP, Rogel-Gaillard C: Transcriptome analysis of porcine PBMCs after in vitro stimulation by LPS or PMA/ionomycin using an expression array targeting the pig immune response. / BMC Genomics 2010, 11:292. CrossRef
    2. Siednienko J, Miggin SM: Expression analysis of the Toll-like receptors in human peripheral blood mononuclear cells. / Methods Mol Biol 2009, 517:3-4. CrossRef
    3. Uddin MJ, Nuro-Gyina PK, Islam MA, Tesfaye D, Tholen E, Looft C, Schellander K, Cinar MU: Expression dynamics of Toll-like receptors mRNA and cytokines in porcine peripheral blood mononuclear cells stimulated by bacterial lipopolysaccharide. / Vet Immunol Immunopathol 2012,147(3-):211-22. CrossRef
    4. Piehler AP, Grimholt RM, Ovstebo R, Berg JP: Gene expression results in lipopolysaccharide-stimulated monocytes depend significantly on the choice of reference genes. / BMC Immunol 2010, 11:21. CrossRef
    5. Reddy NR, Wilkie BN: Quantitation of porcine cytokine and beta 2-microglobulin mRNA expression by reverse transcription polymerase chain reaction. / J Immunol Methods 2000,233(1-):83-3. CrossRef
    6. Uddin MJ, Cinar MU, Tesfaye D, Looft C, Tholen E, Schellander K: Age-related changes in relative expression stability of commonly used housekeeping genes in selected porcine tissues. / BMC Res Notes 2011,4(1):441. CrossRef
    7. Sorensen NS, Skovgaard K, Heegaard PM: Porcine blood mononuclear cell cytokine responses to PAMP molecules: comparison of mRNA and protein production. / Vet Immunol Immunopathol 2011,139(2-):296-02. CrossRef
    8. Yancy H, Ayers SL, Farrell DE, Day A, Myers MJ: Differential cytokine mRNA expression in swine whole blood and peripheral blood mononuclear cell cultures. / Vet Immunol Immunopathol 2001,79(1-):41-2. CrossRef
    9. Vandesompele J, De Preter K, Pattyn F, Poppe B, Van Roy N, De Paepe A, Speleman F: Accurate normalization of real-time quantitative RT-PCR data by geometric averaging of multiple internal control genes. / Genome Biol 2002, 3:0031-011. CrossRef
    10. Radonic A, Thulke S, Mackay IM, Landt O, Siegert W, Nitsche A: Guideline to reference gene selection for quantitative real-time PCR. / Biochem Biophys Res Commun 2004,313(4):856-62. CrossRef
    11. Stephens AS, Stephens SR, Morrison NA: Internal control genes for quantitative RT-PCR expression analysis in mouse osteoblasts, osteoclasts and macrophages. / BMC Res Notes 2011, 4:410. CrossRef
    12. Kim I, Yang D, Tang X, Carroll JL: Reference gene validation for qPCR in rat carotid body during postnatal development. / BMC Res Notes 2011, 4:440. CrossRef
    13. Huggett J, Dheda K, Bustin S, Zumla A: Real-time RT-PCR normalisation; strategies and considerations. / Genes Immun 2005,6(4):279-84. CrossRef
    14. Tong ZG, Gao ZH, Wang F, Zhou J, Zhang Z: Selection of reliable reference genes for gene expression studies in peach using real-time PCR. / BMC Mol Biol 2009, 10:71. CrossRef
    15. Beekman L, Tohver T, Dardari R, Leguillette R: Evaluation of suitable reference genes for gene expression studies in bronchoalveolar lavage cells from horses with inflammatory airway disease. / BMC Mol Biol 2011, 12:5. CrossRef
    16. Erkens T, Van Poucke M, Vandesompele J, Goossens K, Van Zeveren A, Peelman LJ: Development of a new set of reference genes for normalization of real-time RT-PCR data of porcine backfat and longissimus dorsi muscle, and evaluation with PPARGC1A. / BMC Biotechnol 2006, 6:41. CrossRef
    17. Gu Y, Li M, Zhang K, Chen L, Jiang A, Wang J, Li X: Evaluation of endogenous control genes for gene expression studies across multiple tissues and in the specific sets of fat- and muscle-type samples of the pig. / Journal of Animal Breeding and Genetics 2011., 128:
    18. Kriegova E, Arakelyan A, Fillerova R, Zatloukal J, Mrazek F, Navratilova Z, Kolek V, du Bois RM, Petrek M: PSMB2 and RPL32 are suitable denominators to normalize gene expression profiles in bronchoalveolar cells. / BMC Mol Biol 2008, 9:69. CrossRef
    19. Lovdal T, Lillo C: Reference gene selection for quantitative real-time PCR normalization in tomato subjected to nitrogen, cold, and light stress. / Anal Biochem 2009,387(2):238-42. CrossRef
    20. Nygard AB, Jorgensen CB, Cirera S, Fredholm M: Selection of reference genes for gene expression studies in pig tissues using SYBR green qPCR. / BMC Mol Biol 2007, 8:67. CrossRef
    21. Cinar MU, Islam MA, Uddin MJ, Tholen E, Tesfaye D, Looft C, Schellander K: Evaluation of suitable reference genes for gene expression studies in porcine alveolar macrophages in response to LPS and LTA. / BMC Res Notes 2012, 5:107. CrossRef
    22. Dheda K, Huggett JF, Bustin SA, Johnson MA, Rook G, Zumla A: Validation of housekeeping genes for normalizing RNA expression in real-time PCR. / Biotechniques 2004,37(1):112-14. 116, 118-19
    23. Manzano R, Osta R, Toivonen JM, Calvo AC, Munoz MJ, Zaragoza P: Housekeeping gene expression in myogenic cell cultures from neurodegeneration and denervation animal models. / Biochemical and Biophysical Research Communications 2011,407(4):758-63. CrossRef
    24. Schmittgen TD, Zakrajsek BA: Effect of experimental treatment on housekeeping gene expression: validation by real-time, quantitative RT-PCR. / J Biochem Biophys Methods 2000,46(1-):69-1. CrossRef
    25. Ishii T, Wallace AM, Z X, Gosselink J, Abboud RT, English JC, Pare PD, Sandford AJ: Stability of housekeeping genes in alveolar macrophages from COPD patients. / European Respiratory Journal 2006,27(2):300-06. CrossRef
    26. ZDS: / Richtlinie Fuer die Stationspruefung auf Mastleistung, Schlachtkoerperwert und Fleischbeschaffenheit Beim Schwein. Bonn: Zentralverband der Deutschen Schweineproduktion eV, Ausschussfuer Leistungspruefung und Zuchtwertschaetzung; 2003.
    27. Hellemans J, Mortier G, De Paepe A, Speleman F, Vandesompele J: qBase relative quantification framework and software for management and automated analysis of real-time quantitative PCR data. / Genome Biol 2007,8(2):R19. CrossRef
    28. Maroufi A, Van Bockstaele E, De Loose M: Validation of reference genes for gene expression analysis in chicory (Cichorium intybus) using quantitative real-time PCR. / BMC Mol Biol 2010, 11:15. CrossRef
    29. Andersen CL, Jensen JL, Orntoft TF: 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 2004,64(15):5245-250. CrossRef
    30. Fletcher DA, Mullins RD: Cell mechanics and the cytoskeleton. / Nature 2010, 463:485-92. CrossRef
    31. Bustin SA: Quantification of mRNA using real-time reverse transcription PCR (RT-PCR): trends and problems. / J Mol Endocrinol 2002,29(1):23-9. CrossRef
    32. Nielsen KK, Boye M: Real-time quantitative reverse transcription-PCR analysis of expression stability of Actinobacillus pleuropneumoniae housekeeping genes during in vitro growth under iron-depleted conditions. / Appl Environ Microbiol 2005,71(6):2949-954. CrossRef
    33. Skovgaard K, Mortensen S, Poulsen KT, Angen A, Heegaard PMH: Validation of putative reference genes for qRT-PCR normalization in tissues and blood from pigs infected with Actinobacillus pleuropneumoniae. / Veterinary Immunology and Immunopathology 2007,118(1a€-):140-46. CrossRef
    34. Facci MR, Auray G, Meurens F, Buchanan R, van Kessel J, Gerdts V: Stability of expression of reference genes in porcine peripheral blood mononuclear and dendritic cells. / Vet Immunol Immunopathol 2011,141(1-):11-5. CrossRef
    35. Glare EM, Divjak M, Bailey MJ, Walters EH: Beta-actin and GAPDH housekeeping gene expression in asthmatic airways is variable and not suitable for normalising mRNA levels. / Thorax 2002, 57:765-70. CrossRef
    36. Piorkowska K, Oczkowicz M, Rozycki M, Ropka-Molik K, Piestrzynska-Kajtoch A: Novel porcine housekeeping genes for real-time RT-PCR experiments normalization in adipose tissue: assessment of leptin mRNA quantity in different pig breeds. / Meat Sci 2011,87(3):191-95. CrossRef
    37. Touchberry CD, Wacker MJ, Richmond SR, Whitman SA, Godard MP: Age-related changes in relative expression of real-time PCR housekeeping genes in human skeletal muscle. / J Biomol Tech 2006,17(2):157-62.
    38. De Boever S, Vangestel C, De Backer P, Croubels S, Sys SU: Identification and validation of housekeeping genes as internal control for gene expression in an intravenous LPS inflammation model in chickens. / Vet Immunol Immunopathol 2008,122(3-):312-17. CrossRef
    39. Bustin SA, Nolan T: Pitfalls of quantitative real-time reverse-transcription polymerase chain reaction. / J Biomol Tech 2004,15(3):155-66.
    40. Islam MA, Cinar MU, Uddin MJ, Tholen E, Tesfaye D, Looft C, Schellander K: Expression of Toll-like receptors and downstream genes in lipopolysaccharide-induced porcine alveolar macrophages. / Vet Immunol Immunopathol 2012,146(1):62-3. CrossRef
    41. Bryant PA, Smyth GK, Robins-Browne R, Curtis N: Technical variability is greater than biological variability in a microarray experiment but both are outweighed by changes induced by stimulation. / PLoS One 2011,6(5):e19556. CrossRef
    42. Pierzchala M, Lisowski P, Urbanski P, Pareek Chandra S, Cooper Ross G, Jolanta K: Evaluation based selection of housekeeping genes for studies of gene expression in the porcine muscle and liver tissues. / Journal of Animal and Veterinary Advances 2011,10(4):401-05. CrossRef
    43. Ropka-Molik K, Oczkowicz M, Mucha A, Piorkowska K, Piestrzynska-Kajtoch A: Variability of mRNA abundance of leukemia inhibitory factor gene (LIF) in porcine ovary, oviduct and uterus tissues. / Mol Biol Rep 2012,39(8):7965-972. CrossRef
    44. Girard-Misguich F, Delgado-Ortega M, Berthon P, Rossignol C, Larcher T, Bruel T, Guibon R, Guillen N, Meurens F: Porcine colon explants in the study of innate immune response to Entamoeba histolytica. / Vet Immunol Immunopathol 2012,145(3-):611-17. CrossRef
    45. Bruel T, Guibon R, Melo S, Guillen N, Salmon H, Girard-Misguich F, Meurens F: Epithelial induction of porcine suppressor of cytokine signaling 2 (SOCS2) gene expression in response to Entamoeba histolytica. / Dev Comp Immunol 2010,34(5):562-71. CrossRef
    46. Che TM, Johnson RW, Kelley KW, Van Alstine WG, Dawson KA, Moran CA, Pettigrew JE: Mannan oligosaccharide modulates gene expression profile in pigs experimentally infected with porcine reproductive and respiratory syndrome virus. / J Anim Sci 2011,89(10):3016-029. CrossRef
    47. Suradhat S, Thanawongnuwech R: Upregulation of interleukin-10 gene expression in the leukocytes of pigs infected with porcine reproductive and respiratory syndrome virus. / J Gen Virol 2003,84(Pt 10):2755-760. CrossRef
    48. Xiang-Hong J, Yan-Hong Y, Han-Jin X, Li-Long A, Ying-Mei X, Pei-Rong J, Ming L: Selection of reference genes for gene expression studies in PBMC from Bama miniature pig under heat stress. / Vet Immunol Immunopathol 2011,144(1-):160-66. CrossRef
    49. Oczkowicz M, Ró?ycki M, Piórkowska K, Piestrzyńska-Kajtoch A, Rejduch B: A new set of endogenous reference genes for gene expression studies of porcine stomach. / Journal of Animal and Feed Sciences 2010, 19:570-76.
    50. Monaco E, Bionaz M, de Lima AS, Hurley WL, Loor JJ, Wheeler MB: Selection and reliability of internal reference genes for quantitative PCR verification of transcriptomics during the differentiation process of porcine adult mesenchymal stem cells. / Stem Cell Res Ther 2010,1(1):7. CrossRef
    51. Stern-Straeter J, Bonaterra GA, Hormann K, Kinscherf R, Goessler UR: Identification of valid reference genes during the differentiation of human myoblasts. / BMC Mol Biol 2009, 10:66. CrossRef
    52. Pfaffl MW, Tichopad A, Prgomet C, Neuvians TP: Determination of stable housekeeping genes, differentially regulated target genes and sample integrity: BestKeeper–Excel-based tool using pair-wise correlations. / Biotechnol Lett 2004,26(6):509-15. CrossRef
  • 作者单位:Mehmet Ulas Cinar (1) (2)
    Mohammad Ariful Islam (1) (3)
    Maren Pr?ll (1)
    Hakan Kocamis (4)
    Ernst Tholen (1)
    Dawit Tesfaye (1)
    Christian Looft (1)
    Karl Schellander (1)
    Muhammad Jasim Uddin (1)

    1. Institute of Animal Sciences, Unit of Animal Breeding and Husbandry, University of Bonn, Endenicher Allee 15, 53115, Bonn, Germany
    2. Faculty of Agriculture, Department of Animal Science, Erciyes University, 38039, Kayseri, Turkey
    3. Department of Medicine, Faculty of Veterinary Science, Bangladesh Agricultural University, Mymensing, 2202, Bangladesh
    4. Department of Histology and Embryology, Veterinary Faculty, Kirikkale University, 71450, Kirikkale, Turkey
文摘
Background As an in vitro model porcine peripheral blood mononuclear cells (PBMCs) is frequently used as for immunogenetic research with the stimulation of bacterial antigens. To investigate the immunocompetence of PBMCs for recognition of Gram-positive and Gram-negative bacteria and in order to dissect the pathogenesis of diseases, gene expression assay is most commonly used. The gene expressions are required to normalize for reference genes which have tremendous effect on the results of expression study. The reference genes should be stably expressed between different cells under a variety of experimental conditions, but recent influx of data showed that expression stability of reference genes are varied under different experimental conditions. But data regarding the expression stability of reference genes in porcine PBMCs are limited. Therefore, this study was aimed to know whether the expression stability of commonly used reference genes in PBMCs is affected by various bacterial antigens under different experimental conditions in pigs. Results The mRNA expression stability of nine commonly used reference genes (B2M, BLM, GAPDH, HPRT1, PPIA, RPL4, SDHA, TBP and YWHAZ) was determined by RT-qPCR in PBMCs that were stimulated by LPS and LTA in vitro as well as cells un-stimulated control and non-cultured were also consider for this experiment. mRNA expression levels of all genes were found to be affected by the type of stimulation and duration of the stimulation (P-lt;-.05). geNorm software revealed that in case of irrespective of stimulation (without considering the type of stimulation), RPL4, PPIA and B2M were the most stable reference genes in PBMCs; in case of the control group, PPIA, BLM and GAPDH were the most stable reference genes. PPIA, B2M and RPL4 were the most stable reference genes in LPS stimulated PBMCs; and YWHAZ, RPL4 and PPIA were the most stably expressed reference genes in the case of LTA stimulated PBMCs. When LPS was used combined with LTA for the stimulation, YWHAZ, B2M and SDHA remained the most stable genes. PPIA, BLM and GAPDH were found to be most stably expressed reference genes when PBMCs were not cultured. NormFinder revealed different sets of stably expressed reference genes in PBMCs under different experimental conditions. Moreover, geNorm software suggested that the geometric mean of the three most stable genes would be the suitable combination for accurate normalization of gene expression study. Conclusion There was discrepancy in the ranking order of reference genes obtained by different analysing algorithms (geNorm and NormFinder). In conclusion, the geometric mean of the RPL4, B2M and PPIA seemed to be the most appropriate combination of reference genes for accurate normalization of gene expression data in porcine PBMCs without knowing the type of bacterial pathogenic status of the animals and in the case of mixed infection with Gram-negative and Gram-positive bacteria. In case of PBMCs without any stimulation, PPIA, BLM and GAPDH could be suggested as suitable reference genes.

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