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Published in: Inflammation 4/2014

01-08-2014

Gapdh Gene Expression Is Modulated by Inflammatory Arthritis and Is not Suitable for qPCR Normalization

Authors: Trinidad Montero-Melendez, Mauro Perretti

Published in: Inflammation | Issue 4/2014

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Abstract

Gene expression studies are fundamental for the understanding of complex diseases, providing new insights into the pathogenic process and new tools for diagnostic and patient stratification. Gene profiling studies by real-time PCR require the use of reference genes for normalization and an appropriate validation is essential for accurate results. We performed a comprehensive assessment of six common housekeeping genes in the K/BxN serum-induced arthritis model in mice. Classical statistics and NormFinder analyses pointed out Gapdh as the less stable and therefore unsuitable as a reference control. Gapdh was considerably down-regulated in arthritic joints and therefore produced an overestimation of transcriptional changes. Hptr, B2m, and Rpl13a showed the most constant expression. Collectively our data advise against the use of Gapdh in gene expression studies in the acute phase of the K/BxN model and adds a cautionary note on the need to validate the reference genes for reliable, comparable, and reproducible results.
Literature
1.
2.
go back to reference McInnes, I.B., and G. Schett. 2011. The pathogenesis of rheumatoid arthritis. The New England Journal of Medicine 365(23): 2205–2219.PubMedCrossRef McInnes, I.B., and G. Schett. 2011. The pathogenesis of rheumatoid arthritis. The New England Journal of Medicine 365(23): 2205–2219.PubMedCrossRef
3.
go back to reference Smolen, J.S., and G. Steiner. 2003. Therapeutic strategies for rheumatoid arthritis. Nature Reviews. Drug Discovery 2(6): 473–488.PubMedCrossRef Smolen, J.S., and G. Steiner. 2003. Therapeutic strategies for rheumatoid arthritis. Nature Reviews. Drug Discovery 2(6): 473–488.PubMedCrossRef
4.
go back to reference Isaacs, J.D., and G. Ferraccioli. 2011. The need for personalised medicine for rheumatoid arthritis. Annals of the Rheumatic Diseases 70(1): 4–7.PubMedCrossRef Isaacs, J.D., and G. Ferraccioli. 2011. The need for personalised medicine for rheumatoid arthritis. Annals of the Rheumatic Diseases 70(1): 4–7.PubMedCrossRef
5.
go back to reference van der Pouw Kraan, T.C., F.A. van Gaalen, P.V. Kasperkovitz, N.L. Verbeet, T.J. Smeets, M.C. Kraan, et al. 2003. Rheumatoid arthritis is a heterogeneous disease: evidence for differences in the activation of the STAT-1 pathway between rheumatoid tissues. Arthritis and Rheumatism 48(8): 2132–2145.PubMedCrossRef van der Pouw Kraan, T.C., F.A. van Gaalen, P.V. Kasperkovitz, N.L. Verbeet, T.J. Smeets, M.C. Kraan, et al. 2003. Rheumatoid arthritis is a heterogeneous disease: evidence for differences in the activation of the STAT-1 pathway between rheumatoid tissues. Arthritis and Rheumatism 48(8): 2132–2145.PubMedCrossRef
6.
go back to reference Schena, M., D. Shalon, R. Heller, A. Chai, P.O. Brown, and R.W. Davis. 1996. Parallel human genome analysis: microarray-based expression monitoring of 1000 genes. Proceedings of the National Academy of Sciences of the United States of America 93(20): 10614–10619.PubMedCentralPubMedCrossRef Schena, M., D. Shalon, R. Heller, A. Chai, P.O. Brown, and R.W. Davis. 1996. Parallel human genome analysis: microarray-based expression monitoring of 1000 genes. Proceedings of the National Academy of Sciences of the United States of America 93(20): 10614–10619.PubMedCentralPubMedCrossRef
7.
go back to reference Nolan, T., R.E. Hands, and S.A. Bustin. 2006. Quantification of mRNA using real-time RT-PCR. Nature Protocols 1(3): 1559–1582.PubMedCrossRef Nolan, T., R.E. Hands, and S.A. Bustin. 2006. Quantification of mRNA using real-time RT-PCR. Nature Protocols 1(3): 1559–1582.PubMedCrossRef
8.
go back to reference Heid, C.A., J. Stevens, K.J. Livak, and P.M. Williams. 1996. Real time quantitative PCR. Genome Research 6(10): 986–994.PubMedCrossRef Heid, C.A., J. Stevens, K.J. Livak, and P.M. Williams. 1996. Real time quantitative PCR. Genome Research 6(10): 986–994.PubMedCrossRef
9.
go back to reference Bustin, S.A., and T. Nolan. 2004. Pitfalls of quantitative real-time reverse-transcription polymerase chain reaction. Journal of Biomolecular Techniques: JBT 15(3): 155–166.PubMedCentralPubMed Bustin, S.A., and T. Nolan. 2004. Pitfalls of quantitative real-time reverse-transcription polymerase chain reaction. Journal of Biomolecular Techniques: JBT 15(3): 155–166.PubMedCentralPubMed
11.
go back to reference Peters, I.R., C.R. Helps, E.J. Hall, and M.J. Day. 2004. Real-time RT-PCR: considerations for efficient and sensitive assay design. Journal of Immunological Methods 286(1–2): 203–217.PubMedCrossRef Peters, I.R., C.R. Helps, E.J. Hall, and M.J. Day. 2004. Real-time RT-PCR: considerations for efficient and sensitive assay design. Journal of Immunological Methods 286(1–2): 203–217.PubMedCrossRef
12.
go back to reference Fleige, S., and M.W. Pfaffl. 2006. RNA integrity and the effect on the real-time qRT-PCR performance. Molecular Aspects of Medicine 27(2–3): 126–139.PubMedCrossRef Fleige, S., and M.W. Pfaffl. 2006. RNA integrity and the effect on the real-time qRT-PCR performance. Molecular Aspects of Medicine 27(2–3): 126–139.PubMedCrossRef
13.
go back to reference Nolan, T., R.E. Hands, W. Ogunkolade, and S.A. Bustin. 2006. SPUD: a quantitative PCR assay for the detection of inhibitors in nucleic acid preparations. Analytical Biochemistry 351(2): 308–310.PubMedCrossRef Nolan, T., R.E. Hands, W. Ogunkolade, and S.A. Bustin. 2006. SPUD: a quantitative PCR assay for the detection of inhibitors in nucleic acid preparations. Analytical Biochemistry 351(2): 308–310.PubMedCrossRef
15.
go back to reference Tricarico, C., P. Pinzani, S. Bianchi, M. Paglierani, V. Distante, M. Pazzagli, et al. 2002. Quantitative real-time reverse transcription polymerase chain reaction: normalization to rRNA or single housekeeping genes is inappropriate for human tissue biopsies. Analytical Biochemistry 309(2): 293–300.PubMedCrossRef Tricarico, C., P. Pinzani, S. Bianchi, M. Paglierani, V. Distante, M. Pazzagli, et al. 2002. Quantitative real-time reverse transcription polymerase chain reaction: normalization to rRNA or single housekeeping genes is inappropriate for human tissue biopsies. Analytical Biochemistry 309(2): 293–300.PubMedCrossRef
16.
go back to reference Vandesompele, J., K. De Preter, F. Pattyn, B. Poppe, N. Van Roy, A. De Paepe, et al. 2002. Accurate normalization of real-time quantitative RT-PCR data by geometric averaging of multiple internal control genes. Genome Biology 3(7), RESEARCH0034.PubMedCentralPubMedCrossRef Vandesompele, J., K. De Preter, F. Pattyn, B. Poppe, N. Van Roy, A. De Paepe, et al. 2002. Accurate normalization of real-time quantitative RT-PCR data by geometric averaging of multiple internal control genes. Genome Biology 3(7), RESEARCH0034.PubMedCentralPubMedCrossRef
17.
go back to reference Pfaffl, M.W., A. Tichopad, C. Prgomet, and T.P. Neuvians. 2004. Determination of stable housekeeping genes, differentially regulated target genes and sample integrity: BestKeeper–Excel-based tool using pair-wise correlations. Biotechnology Letters 26(6): 509–515.PubMedCrossRef Pfaffl, M.W., A. Tichopad, C. Prgomet, and T.P. Neuvians. 2004. Determination of stable housekeeping genes, differentially regulated target genes and sample integrity: BestKeeper–Excel-based tool using pair-wise correlations. Biotechnology Letters 26(6): 509–515.PubMedCrossRef
18.
go back to reference Andersen, C.L., J.L. Jensen, and T.F. Orntoft. 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 Research 64(15): 5245–5250.PubMedCrossRef Andersen, C.L., J.L. Jensen, and T.F. Orntoft. 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 Research 64(15): 5245–5250.PubMedCrossRef
19.
go back to reference Libus, J., and H. Storchova. 2006. Quantification of cDNA generated by reverse transcription of total RNA provides a simple alternative tool for quantitative RT-PCR normalization. BioTechniques 41(2): 156. 158, 160 passim.PubMedCrossRef Libus, J., and H. Storchova. 2006. Quantification of cDNA generated by reverse transcription of total RNA provides a simple alternative tool for quantitative RT-PCR normalization. BioTechniques 41(2): 156. 158, 160 passim.PubMedCrossRef
20.
go back to reference Verweij, C.L. 2009. Transcript profiling towards personalised medicine in rheumatoid arthritis. The Netherlands Journal of Medicine 67(11): 364–371.PubMed Verweij, C.L. 2009. Transcript profiling towards personalised medicine in rheumatoid arthritis. The Netherlands Journal of Medicine 67(11): 364–371.PubMed
21.
go back to reference Pombo-Suarez, M., M. Calaza, J.J. Gomez-Reino, and A. Gonzalez. 2008. Reference genes for normalization of gene expression studies in human osteoarthritic articular cartilage. BMC Molecular Biology 9: 17.PubMedCentralPubMedCrossRef Pombo-Suarez, M., M. Calaza, J.J. Gomez-Reino, and A. Gonzalez. 2008. Reference genes for normalization of gene expression studies in human osteoarthritic articular cartilage. BMC Molecular Biology 9: 17.PubMedCentralPubMedCrossRef
22.
go back to reference Hanafy, S., and F. Jamali. 2011. Adjuvant arthritis influences expression of housekeeping genes. Inflammation Research: Official Journal of the European Histamine Research Society … [et al.] 60(6): 521–523.CrossRef Hanafy, S., and F. Jamali. 2011. Adjuvant arthritis influences expression of housekeeping genes. Inflammation Research: Official Journal of the European Histamine Research Society … [et al.] 60(6): 521–523.CrossRef
23.
go back to reference Jiang, C., L. Meng, W. Zhu, M. Shahzad, X. Yang, and S. Lu. 2009. Housekeeping gene stability in pristane-induced arthritis and antigen-induced pulmonary inflammation of rats. Inflammation Research: Official Journal of the European Histamine Research Society 58(9): 601–609.CrossRef Jiang, C., L. Meng, W. Zhu, M. Shahzad, X. Yang, and S. Lu. 2009. Housekeeping gene stability in pristane-induced arthritis and antigen-induced pulmonary inflammation of rats. Inflammation Research: Official Journal of the European Histamine Research Society 58(9): 601–609.CrossRef
24.
go back to reference Kouskoff, V., A.S. Korganow, V. Duchatelle, C. Degott, C. Benoist, and D. Mathis. 1996. Organ-specific disease provoked by systemic autoimmunity. Cell 87(5): 811–822.PubMedCrossRef Kouskoff, V., A.S. Korganow, V. Duchatelle, C. Degott, C. Benoist, and D. Mathis. 1996. Organ-specific disease provoked by systemic autoimmunity. Cell 87(5): 811–822.PubMedCrossRef
25.
go back to reference Ditzel, H.J. 2004. The K/BxN mouse: a model of human inflammatory arthritis. Trends in Molecular Medicine 10(1): 40–45.PubMedCrossRef Ditzel, H.J. 2004. The K/BxN mouse: a model of human inflammatory arthritis. Trends in Molecular Medicine 10(1): 40–45.PubMedCrossRef
26.
go back to reference Lee, D.M., D.S. Friend, M.F. Gurish, C. Benoist, D. Mathis, and M.B. Brenner. 2002. Mast cells: a cellular link between autoantibodies and inflammatory arthritis. Science 297(5587): 1689–1692.PubMedCrossRef Lee, D.M., D.S. Friend, M.F. Gurish, C. Benoist, D. Mathis, and M.B. Brenner. 2002. Mast cells: a cellular link between autoantibodies and inflammatory arthritis. Science 297(5587): 1689–1692.PubMedCrossRef
27.
go back to reference Monach, P.A., P.A. Nigrovic, M. Chen, H. Hock, D.M. Lee, C. Benoist, et al. 2010. Neutrophils in a mouse model of autoantibody-mediated arthritis: Critical producers of Fc receptor gamma, the receptor for C5a, and lymphocyte function-associated antigen 1. Arthritis and Rheumatism 62(3): 753–764.PubMedCentralPubMedCrossRef Monach, P.A., P.A. Nigrovic, M. Chen, H. Hock, D.M. Lee, C. Benoist, et al. 2010. Neutrophils in a mouse model of autoantibody-mediated arthritis: Critical producers of Fc receptor gamma, the receptor for C5a, and lymphocyte function-associated antigen 1. Arthritis and Rheumatism 62(3): 753–764.PubMedCentralPubMedCrossRef
28.
go back to reference Matzelle, M.M., M.A. Gallant, K.W. Condon, N.C. Walsh, C.A. Manning, G.S. Stein, et al. 2012. Resolution of inflammation induces osteoblast function and regulates the Wnt signaling pathway. Arthritis and Rheumatism 64(5): 1540–1550.PubMedCentralPubMedCrossRef Matzelle, M.M., M.A. Gallant, K.W. Condon, N.C. Walsh, C.A. Manning, G.S. Stein, et al. 2012. Resolution of inflammation induces osteoblast function and regulates the Wnt signaling pathway. Arthritis and Rheumatism 64(5): 1540–1550.PubMedCentralPubMedCrossRef
29.
go back to reference Montero-Melendez, T., H.B. Patel, M. Seed, S. Nielsen, T.E. Jonassen, and M. Perretti. 2011. The melanocortin agonist AP214 exerts anti-inflammatory and proresolving properties. The American Journal of Pathology 179(1): 259–269.PubMedCentralPubMedCrossRef Montero-Melendez, T., H.B. Patel, M. Seed, S. Nielsen, T.E. Jonassen, and M. Perretti. 2011. The melanocortin agonist AP214 exerts anti-inflammatory and proresolving properties. The American Journal of Pathology 179(1): 259–269.PubMedCentralPubMedCrossRef
30.
go back to reference Patel, H.B., K.N. Kornerup, A.L. Sampaio, F. D’Acquisto, M.P. Seed, A.P. Girol, et al. 2012. The impact of endogenous annexin A1 on glucocorticoid control of inflammatory arthritis. Annals of the Rheumatic Diseases 71(11): 1872–1880.PubMedCentralPubMedCrossRef Patel, H.B., K.N. Kornerup, A.L. Sampaio, F. D’Acquisto, M.P. Seed, A.P. Girol, et al. 2012. The impact of endogenous annexin A1 on glucocorticoid control of inflammatory arthritis. Annals of the Rheumatic Diseases 71(11): 1872–1880.PubMedCentralPubMedCrossRef
31.
go back to reference Savli, H., A. Karadenizli, F. Kolayli, S. Gundes, U. Ozbek, and H. Vahaboglu. 2003. Expression stability of six housekeeping genes: a proposal for resistance gene quantification studies of Pseudomonas aeruginosa by real-time quantitative RT-PCR. Journal of Medical Microbiology 52(Pt 5): 403–408.PubMedCrossRef Savli, H., A. Karadenizli, F. Kolayli, S. Gundes, U. Ozbek, and H. Vahaboglu. 2003. Expression stability of six housekeeping genes: a proposal for resistance gene quantification studies of Pseudomonas aeruginosa by real-time quantitative RT-PCR. Journal of Medical Microbiology 52(Pt 5): 403–408.PubMedCrossRef
32.
go back to reference Chen, M., E. Boilard, P.A. Nigrovic, P. Clark, D. Xu, G.A. Fitzgerald, et al. 2008. Predominance of cyclooxygenase 1 over cyclooxygenase 2 in the generation of proinflammatory prostaglandins in autoantibody-driven K/BxN serum-transfer arthritis. Arthritis and Rheumatism 58(5): 1354–1365.PubMedCrossRef Chen, M., E. Boilard, P.A. Nigrovic, P. Clark, D. Xu, G.A. Fitzgerald, et al. 2008. Predominance of cyclooxygenase 1 over cyclooxygenase 2 in the generation of proinflammatory prostaglandins in autoantibody-driven K/BxN serum-transfer arthritis. Arthritis and Rheumatism 58(5): 1354–1365.PubMedCrossRef
33.
go back to reference Patel, H.B., M. Bombardieri, A.L. Sampaio, F. D’Acquisto, M. Gray, P. Grieco, et al. 2010. Anti-inflammatory and antiosteoclastogenesis properties of endogenous melanocortin receptor type 3 in experimental arthritis. FASEB Journal: Official Publication of the Federation of American Societies for Experimental Biology 24(12): 4835–4843.CrossRef Patel, H.B., M. Bombardieri, A.L. Sampaio, F. D’Acquisto, M. Gray, P. Grieco, et al. 2010. Anti-inflammatory and antiosteoclastogenesis properties of endogenous melanocortin receptor type 3 in experimental arthritis. FASEB Journal: Official Publication of the Federation of American Societies for Experimental Biology 24(12): 4835–4843.CrossRef
34.
go back to reference Al-Kashi, A., T. Montero-Melendez, N. Moradi-Bidhendi, J.P. Gilligan, N. Mehta, and M. Perretti. 2013. The calcitonin and glucocorticoids combination: mechanistic insights into their class-effect synergy in experimental arthritis. PloS One 8(2): e54299.PubMedCentralPubMedCrossRef Al-Kashi, A., T. Montero-Melendez, N. Moradi-Bidhendi, J.P. Gilligan, N. Mehta, and M. Perretti. 2013. The calcitonin and glucocorticoids combination: mechanistic insights into their class-effect synergy in experimental arthritis. PloS One 8(2): e54299.PubMedCentralPubMedCrossRef
35.
go back to reference Dabek, J., J. Wilczok, A. Kulach, and Z. Gasior. 2010. Altered transcriptional activity of gene encoding GAPDH in peripheral blood mononuclear cells from patients with cardiac syndrome X—an important part in pathology of microvascular angina? Archives of Medical Science AMS 6(5): 709–712.PubMedCentralPubMedCrossRef Dabek, J., J. Wilczok, A. Kulach, and Z. Gasior. 2010. Altered transcriptional activity of gene encoding GAPDH in peripheral blood mononuclear cells from patients with cardiac syndrome X—an important part in pathology of microvascular angina? Archives of Medical Science AMS 6(5): 709–712.PubMedCentralPubMedCrossRef
36.
go back to reference Della Beffa, C., F. Klawonn, J.P. Menetski, H.R. Schumacher Jr., and F. Pessler. 2011. Evaluation of glyceraldehyde-3-phosphate, prolylpeptidyl isomerase A, and a set of stably expressed genes as reference mRNAs in urate crystal inflammation. BMC Research Notes 4: 443.PubMedCentralPubMedCrossRef Della Beffa, C., F. Klawonn, J.P. Menetski, H.R. Schumacher Jr., and F. Pessler. 2011. Evaluation of glyceraldehyde-3-phosphate, prolylpeptidyl isomerase A, and a set of stably expressed genes as reference mRNAs in urate crystal inflammation. BMC Research Notes 4: 443.PubMedCentralPubMedCrossRef
38.
go back to reference Glare, E.M., M. Divjak, M.J. Bailey, and E.H. Walters. 2002. beta-Actin and GAPDH housekeeping gene expression in asthmatic airways is variable and not suitable for normalising mRNA levels. Thorax 57(9): 765–770.PubMedCentralPubMedCrossRef Glare, E.M., M. Divjak, M.J. Bailey, and E.H. Walters. 2002. beta-Actin and GAPDH housekeeping gene expression in asthmatic airways is variable and not suitable for normalising mRNA levels. Thorax 57(9): 765–770.PubMedCentralPubMedCrossRef
39.
go back to reference Wan, G., K. Yang, Q. Lim, L. Zhou, B.P. He, H.K. Wong, et al. 2010. Identification and validation of reference genes for expression studies in a rat model of neuropathic pain. Biochemical and Biophysical Research Communications 400(4): 575–580.PubMedCrossRef Wan, G., K. Yang, Q. Lim, L. Zhou, B.P. He, H.K. Wong, et al. 2010. Identification and validation of reference genes for expression studies in a rat model of neuropathic pain. Biochemical and Biophysical Research Communications 400(4): 575–580.PubMedCrossRef
40.
go back to reference Foldager, C.B., S. Munir, M. Ulrik-Vinther, K. Soballe, C. Bunger, and M. Lind. 2009. Validation of suitable housekeeping genes for hypoxia-cultured human chondrocytes. BMC Molecular Biology 10: 94.PubMedCentralPubMedCrossRef Foldager, C.B., S. Munir, M. Ulrik-Vinther, K. Soballe, C. Bunger, and M. Lind. 2009. Validation of suitable housekeeping genes for hypoxia-cultured human chondrocytes. BMC Molecular Biology 10: 94.PubMedCentralPubMedCrossRef
41.
go back to reference Perez, S., L.J. Royo, A. Astudillo, D. Escudero, F. Alvarez, A. Rodriguez, et al. 2007. Identifying the most suitable endogenous control for determining gene expression in hearts from organ donors. BMC Molecular Biology 8: 114.PubMedCentralPubMedCrossRef Perez, S., L.J. Royo, A. Astudillo, D. Escudero, F. Alvarez, A. Rodriguez, et al. 2007. Identifying the most suitable endogenous control for determining gene expression in hearts from organ donors. BMC Molecular Biology 8: 114.PubMedCentralPubMedCrossRef
42.
go back to reference Mori, R., Q. Wang, K.D. Danenberg, J.K. Pinski, and P.V. Danenberg. 2008. Both beta-actin and GAPDH are useful reference genes for normalization of quantitative RT-PCR in human FFPE tissue samples of prostate cancer. The Prostate 68(14): 1555–1560.PubMedCrossRef Mori, R., Q. Wang, K.D. Danenberg, J.K. Pinski, and P.V. Danenberg. 2008. Both beta-actin and GAPDH are useful reference genes for normalization of quantitative RT-PCR in human FFPE tissue samples of prostate cancer. The Prostate 68(14): 1555–1560.PubMedCrossRef
43.
go back to reference Arenas-Hernandez, M., and R. Vega-Sanchez. 2013. Housekeeping gene expression stability in reproductive tissues after mitogen stimulation. BMC Research Notes 6: 285.PubMedCentralPubMedCrossRef Arenas-Hernandez, M., and R. Vega-Sanchez. 2013. Housekeeping gene expression stability in reproductive tissues after mitogen stimulation. BMC Research Notes 6: 285.PubMedCentralPubMedCrossRef
44.
go back to reference Riemer, A.B., D.B. Keskin, and E.L. Reinherz. 2012. Identification and validation of reference genes for expression studies in human keratinocyte cell lines treated with and without interferon-gamma—a method for qRT-PCR reference gene determination. Experimental Dermatology 21(8): 625–629.PubMedCentralPubMedCrossRef Riemer, A.B., D.B. Keskin, and E.L. Reinherz. 2012. Identification and validation of reference genes for expression studies in human keratinocyte cell lines treated with and without interferon-gamma—a method for qRT-PCR reference gene determination. Experimental Dermatology 21(8): 625–629.PubMedCentralPubMedCrossRef
45.
go back to reference Quiroz, F.G., O.M. Posada, D. Gallego-Perez, N. Higuita-Castro, C. Sarassa, D.J. Hansford, et al. 2010. Housekeeping gene stability influences the quantification of osteogenic markers during stem cell differentiation to the osteogenic lineage. Cytotechnology 62(2): 109–120.PubMedCentralPubMedCrossRef Quiroz, F.G., O.M. Posada, D. Gallego-Perez, N. Higuita-Castro, C. Sarassa, D.J. Hansford, et al. 2010. Housekeeping gene stability influences the quantification of osteogenic markers during stem cell differentiation to the osteogenic lineage. Cytotechnology 62(2): 109–120.PubMedCentralPubMedCrossRef
46.
go back to reference Laidlaw, A.M., B. Copeland, C.M. Ross, and J.E. Hardingham. 2006. Extent of over-expression of hepatocyte growth factor receptor in colorectal tumours is dependent on the choice of normaliser. Biochemical and Biophysical Research Communications 341(4): 1017–1021.PubMedCrossRef Laidlaw, A.M., B. Copeland, C.M. Ross, and J.E. Hardingham. 2006. Extent of over-expression of hepatocyte growth factor receptor in colorectal tumours is dependent on the choice of normaliser. Biochemical and Biophysical Research Communications 341(4): 1017–1021.PubMedCrossRef
47.
go back to reference Livak, K.J., and T.D. Schmittgen. 2001. Analysis of relative gene expression data using real-time quantitative PCR and the 2(−Delta Delta C(T)) method. Methods 25(4): 402–408.PubMedCrossRef Livak, K.J., and T.D. Schmittgen. 2001. Analysis of relative gene expression data using real-time quantitative PCR and the 2(−Delta Delta C(T)) method. Methods 25(4): 402–408.PubMedCrossRef
Metadata
Title
Gapdh Gene Expression Is Modulated by Inflammatory Arthritis and Is not Suitable for qPCR Normalization
Authors
Trinidad Montero-Melendez
Mauro Perretti
Publication date
01-08-2014
Publisher
Springer US
Published in
Inflammation / Issue 4/2014
Print ISSN: 0360-3997
Electronic ISSN: 1573-2576
DOI
https://doi.org/10.1007/s10753-014-9829-x

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