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Difference Gel Electrophoresis (DIGE)

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The Protein Protocols Handbook

Part of the book series: Springer Protocols Handbooks ((SPH))

Abstract

The proteome is a dynamic entity, constantly changing both in levels of protein expression as well as in posttranslational modification and localization, all of which are hidden in the static DNA code. The repertoire of techniques and associated instrumentation which is now being applied to proteomics experiments is expanding exponentially, and although a complete visualization of the proteome is still beyond reach of any single technique, several technology platforms exist that can provide complementary datasets. Proteomics in the clinical setting is also developing, providing a major impact on the way in which diseases will be diagnosed, treated and monitored (1).

In particular, approaches involving two-dimensional (2-D) gel electro-phoresis (2-DE) separations and subsequent protein identification using mass spectrometry (MS) have been useful for imaging thousands of intact proteins (including modified/proteolyzed forms) in a single run, but quantification has been challenging, particularly over a large sample set. Difference gel electro-phoresis (DIGE) has proven to be a powerful quantitative technology for differential-expression proteomics on a global level, where the individual abundance changes for thousands of intact proteins can be simultaneously monitored in replicate samples over multiple variables with statistical confidence (see Note 1). This includes quantitative information on protein isoforms that arise due to a charged post translational modification that results in a change in the isoelectric point of the protein (such as acetylation or phosphorylation), and splice variants or protein processing events, all of which can be resolved for individual quantification and subsequent analysis by mass spectrometry.

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References

  1. Petricoin, E., Wulfkuhle, J., Espina, V., and Liotta, L. A. (2004) Clinical proteom-ics: revolutionizing disease detection and patient tailoring therapy. J. Proteome Res. 3, 209–217.

    Article  CAS  PubMed  Google Scholar 

  2. Gorg, A., Obermaier, C., Boguth, G., Harder, A., Scheibe, B., Wildgruber, R., and Weiss, W. (2000) The current state of two-dimensional electrophoresis with immobilized pH gradients. Electrophoresis 21, 1037–1053.

    Article  CAS  PubMed  Google Scholar 

  3. Gorg, A., Postel, W., Domscheit, A., and Gunther, S.) 1988) Two-dimensional electrophoresis with immobilized pH gradients of leaf proteins from barley (Hordeum vulgare): method, reproducibility and genetic aspects. Electrophoresis 9, 681–692.

    Article  CAS  PubMed  Google Scholar 

  4. Tonge, R., Shaw, J., Middleton, B., Rowlinson, R., Rayner, S., Young, J., Pognan, F., Hawkins, E., Currie, I., and Davison, M. (2001) Validation and development of fluorescence two-dimensional differential gel electrophoresis proteomics technology. Proteomics 1, 377–396.

    Article  CAS  PubMed  Google Scholar 

  5. Friedman, D. B., Wang, S. E., Whitwell, C. W., Caprioli, R. M., and Arteaga, C. L. (2007) Multi-variable Difference Gel Electrophoresis and Mass Spectrometry: A Case Study on TGF-beta and ErbB2 signaling. Mol. Cell Proteomics 6, 150–169.

    Article  CAS  PubMed  Google Scholar 

  6. Wolters, D. A., Washburn, M., and Yates, J. R. 3rd. (2001) An automated multidimensional protein identification technology for shotgun proteomics. Anal. Chem. 73, 5683–5690.

    Article  CAS  PubMed  Google Scholar 

  7. Alban, A., David, S. O., Bjorkesten, L., Andersson, C., Sloge, E., Lewis, S., and Currie, I. (2003) A novel experimental design for comparative two-dimensional gel analysis: Two-dimensional difference gel electrophoresis incorporating a pooled internal standard. Proteomics 3, 36–44.

    Article  CAS  PubMed  Google Scholar 

  8. Friedman, D. B., Hill, S., Keller, J. W., Merchant, N. B., Levy, S. E., Coffey, R. J., and Caprioli, R. M. (2004) Proteome analysis of human colon cancer by two-dimensional difference gel electrophoresis and mass spectrometry. Proteomics 4, 793–811.

    Article  CAS  PubMed  Google Scholar 

  9. Gerbasi, V. R., Weaver, C. M., Hill, S., Friedman, D. B. and Link, A. J. (2004) Yeast Asc1p and Mammalian RACK1 Are Functionally Orthologous Core 40S Ribosomal Proteins That Repress Gene Expression. Mol. Cell Biol. 24, 8276–8287.

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  10. Sitek, B., Luttges, J., Marcus, K., Kloppel, G., Schmiegel, W., Meyer, H. E., Hahn, S. A., and Stuhler, K. (2005) Application of fluorescence difference gel electrophoresis saturation labelling for the analysis of microdissected precursor lesions of pancreatic ductal adenocarcinoma. Proteomics 5, 2665–2679.

    Article  CAS  PubMed  Google Scholar 

  11. Hu, Y., Malone, J. P., Fagan, A. M., Townsend, R. R., and Holtzman, D. M. (2005) Comparative proteomic analysis of intra- and interindividual variation in human cerebrospinal fluid. Mol. Cell Proteomics 4. 2000–2009. Epub 2005 Sep 30.

    Article  CAS  PubMed  Google Scholar 

  12. Zhang, X., Guo, Y., Song, Y., Sun, W., Yu, C., Zhao, X., Wang, H., Jiang, H., Li, Y., Qian, X., Jiang, Y., and He, F. (2006) Proteomic analysis of individual variation in normal livers of human beings using difference gel electrophoresis. Proteomics 6, 5260–5268.

    Article  CAS  PubMed  Google Scholar 

  13. Karp, N. A., Spencer, M., Lindsay, H., O’Dell, K., and Lilley, K. S. (2005) Impact of replicate types on proteomic expression analysis. J. Proteome Res. 4, 1867–1871.

    Article  CAS  PubMed  Google Scholar 

  14. Meunier, B., Dumas, E., Piec, I., Bechet, D., Hebraud, M.,and Hocquette, J. F. (2007) Assessment of Hierarchical Clustering Methodologies for Proteomic Data Mining. J. Proteome Res. 6, 358–366.

    Article  CAS  PubMed  Google Scholar 

  15. Fodor, I. K., Nelson, D. O., Alegria-Hartman, M., Robbins, K., Langlois, R. G., Turteltaub, K. W., Corzett, T. H., and McCutchen-Maloney, S. L. (2005) Statistical challenges in the analysis of two-dimensional difference gel electrophoresis experiments using DeCyder. Bioinformatics 21, 3733–3740. Epub 2005 Aug 9.

    Article  CAS  PubMed  Google Scholar 

  16. Karp, N., Kreil, D., and Lilley, K. (2004) Determining a significant change in protein expression with DeCyderTM during a pair-wise comparison using twodimensional difference gel electrophoresis. Proteomics 4: In press.

    Google Scholar 

  17. Kreil, D., Karp, N., and Lilley, K. (2004) DNA microarray normalization methods can remove bias from differental protein expression analysis of 2-D difference gel eelectrophoresis results. Bioinformatics In press.

    Google Scholar 

  18. Friedman, D. B., Stauff, D. L., Pishchany, G., Whitwell, C. W., Torres, V. J., and Skaar, E. P. (2006) Staphylococcus aureus Redirects Central Metabolism to Increase Iron Availability. PLoS Pathogens 2, e87.

    Article  PubMed Central  PubMed  Google Scholar 

  19. Fujii, K., Kondo, T., Yamada, M., Iwatsuki, K., and Hirohashi, S. (2006) Toward a comprehensive quantitative proteome database: protein expression map of lymphoid neoplasms by 2-D DIGE and MS. Proteomics 3, 3.

    Google Scholar 

  20. Fujii, K., Kondo, T., Yokoo, H., Yamada, T., Matsuno, Y., Iwatsuki, K., and Hirohashi, S. (2005) Protein expression pattern distinguishes different lymphoid neoplasms. Proteomics 5, 4274–4286.

    Article  CAS  PubMed  Google Scholar 

  21. Karp, N. A., Griffin, J. L., and Lilley, K. S. (2005) Application of partial least squares discriminant analysis to two-dimensional difference gel studies in expression proteomics. Proteomics 5, 81–90.

    Article  CAS  PubMed  Google Scholar 

  22. Seike, M., Kondo, T., Fujii, K., Yamada, T., Gemma, A., Kudoh, S., and Hirohashi, S. (2004) Proteomic signature of human cancer cells. Proteomics 4, 2776–2788.

    Article  CAS  PubMed  Google Scholar 

  23. Suehara, Y., Kondo, T., Fujii, K., Hasegawa, T., Kawai, A., Seki, K., Beppu, Y., Nishimura, T., Kurosawa, H., and Hirohashi, S. (2006) Proteomic signatures corresponding to histological classification and grading of soft-tissue sarcomas. Proteomics 6, 4402–4409.

    Article  CAS  PubMed  Google Scholar 

  24. Hatakeyama, H., Kondo, T., Fujii, K., Nakanishi, Y., Kato, H., Fukuda, S., and Hirohashi, S. (2006) Protein clusters associated with carcinogenesis, histological differentiation and nodal metastasis in esophageal cancer. Proteomics 6, 6300–6316.

    Article  CAS  PubMed  Google Scholar 

  25. Verhoeckx, K. C., Gaspari, M., Bijlsma, S., van der Greef, J., Witkamp, R. F., Doornbos, R., and Rodenburg, R. J. (2005) In search of secreted protein biomarkers for the anti-inflammatory effect of beta2-adrenergic receptor agonists: application of DIGE technology in combination with multivariate and univariate data analysis tools. J. Proteome Res. 4, 2015–2023.

    Article  CAS  PubMed  Google Scholar 

  26. Reddy, A. B., Karp, N. A., Maywood, E. S., Sage, E. A., Deery, M., O’Neill, J. S., Wong, G. K., Chesham, J., Odell, M., Lilley, K. S., Kyriacou, C., and Hastings, M. H. (2006) Circadian orchestration of the hepatic proteome. Curr. Biol. 16, 1107–1115.

    Article  CAS  PubMed  Google Scholar 

  27. Lee, I. N., Chen, C. H., Sheu, J. C., Lee, H. S., Huang, G. T., Yu, C. Y., Lu, F. J., and Chow, L. P. (2005) Identification of human hepatocellular carcinoma-related biomarkers by two-dimensional difference gel electrophoresis and mass spectrometry. J. Proteome Res. 4, 2062–2069.

    Article  CAS  PubMed  Google Scholar 

  28. Liang, C. R., Leow, C. K., Neo, J. C., Tan, G. S., Lo, S. L., Lim, J. W., Seow, T. K., Lai, P. B., and Chung, M. C. (2005) Proteome analysis of human hepatocellular carcinoma tissues by two-dimensional difference gel electrophoresis and mass spectrometry. Proteomics 5, 2258–2271.

    Article  CAS  PubMed  Google Scholar 

  29. Nabetani, T., Tabuse, Y., Tsugita, A., and Shoda, J. (2005) Proteomic analysis of livers of patients with primary hepatolithiasis. Proteomics 5, 1043–1061.

    Article  CAS  PubMed  Google Scholar 

  30. Huang, H. L., Stasyk, T., Morandell, S., Dieplinger, H., Falkensammer, G., Griesmacher, A., Mogg, M., Schreiber, M., Feuerstein, I., Huck, C. W., Stecher, G., Bonn, G. K., and Huber, L. A. (2006) Biomarker discovery in breast cancer serum using 2-D differential gel electrophoresis/ MALDI-TOF/TOF and data validation by routine clinical assays. Electrophoresis 27, 1641–1650.

    Article  CAS  PubMed  Google Scholar 

  31. Somiari, R. I., Sullivan, A., Russell, S., Somiari, S., Hu, H., Jordan, R., George, A., Katenhusen, R., Buchowiecka, A., Arciero, C., Brzeski, H., Hooke, J., and Shriver, C. (2003) High-throughput proteomic analysis of human infiltrating ductal carcinoma of the breast. Proteomics 3, 1863–1873.

    Article  CAS  PubMed  Google Scholar 

  32. Nishimori, T., Tomonaga, T., Matsushita, K., Oh-Ishi, M., Kodera, Y., Maeda, T., Nomura, F., Matsubara, H., Shimada, H., and Ochiai, T. (2006) Proteomic analysis of primary esophageal squamous cell carcinoma reveals downregulation of a cell adhesion protein, periplakin. Proteomics 6, 1011–1018.

    Article  CAS  PubMed  Google Scholar 

  33. Zhou, G., Li, H., DeCamp, D., Chen, S., Shu, H., Gong, Y., Flaig, M., Gillespie, J. W., Hu, N., Taylor, P.R., Emmert-Buck, M. R., Liotta, L. A., Petricoin, E. F., 3rd and Zhao, Y. (2002) 2-D differential in-gel electrophoresis for the identification of esophageal scans cell cancer-specific protein markers. Mol. Cell Proteomics 1, 117–124.

    Article  CAS  PubMed  Google Scholar 

  34. Yu, K. H., Rustgi, A. K., and Blair, I. A. (2005) Characterization of proteins in human pancreatic cancer serum using differential gel electrophoresis and tandem mass spectrometry. J. Proteome Res. 4, 1742–1751.

    Article  CAS  PubMed  Google Scholar 

  35. Wan, J., Sun, W., Li, X., Ying, W., Dai, J., Kuai, X., Wei, H., Gao, X., Zhu, Y., Jiang, Y., Qian, X., and He, F. (2006) Inflammation inhibitors were remarkably up-regulated in plasma of severe acute respiratory syndrome patients at progressive phase. Proteomics 6, 2886–2894.

    Article  CAS  PubMed  Google Scholar 

  36. Greengauz-Roberts, O., Stoppler, H., Nomura, S., Yamaguchi, H., Goldenring, J. R., Podolsky, R. H., Lee, J. R., and Dynan, W. S. (2005) Saturation labeling with cysteine-reactive cyanine fluorescent dyes provides increased sensitivity for protein expression profiling of laser-microdissected clinical specimens. Proteomics 5, 1746–1757.

    Article  CAS  PubMed  Google Scholar 

  37. Kondo, T., Seike, M., Mori, Y., Fujii, K., Yamada, T., and Hirohashi, S. (2003) Application of sensitive fluorescent dyes in linkage of laser microdissection and two-dimensional gel electrophoresis as a cancer proteomic study tool. Proteomics 3, 1758–1766.

    Article  CAS  PubMed  Google Scholar 

  38. Sitek, B., Potthoff, S., Schulenborg, T., Stegbauer, J., Vinke, T., Rump, L. C., Meyer, H. E., Vonend, O., and Stuhler, K. (2006) Novel approaches to analyse glomerular proteins from smallest scale murine and human samples using DIGE saturation labelling. Proteomics 3, 3.

    Google Scholar 

  39. Tetu, B., Lacasse, B., Bouchard, H.L., Lagace, R., Huot, J., and Landry, J. (1992) Prognostic influence of HSP-27 expression in malignant fibrous histiocytoma: a clinicopathological and immunohistochemical study. Cancer Res. 52, 2325–2328.

    CAS  PubMed  Google Scholar 

  40. Wessel, D. and Flugge, U. I. (1984) A method for the quantitative recovery of protein in dilute solution in the presence of detergents and lipids. Anal. Biochem. 138, 141–143.

    Article  CAS  PubMed  Google Scholar 

  41. Karp, N. A. and Lilley, K. S. (2005) Maximising sensitivity for detecting changes in protein expression: experimental design using minimal CyDyes. Proteomics 5, 3105–3115.

    Article  CAS  PubMed  Google Scholar 

  42. Yokoo, H., Kondo, T., Fujii, K., Yamada, T., Todo, S., and Hirohashi, S. (2004) Proteomic signature corresponding to alpha fetoprotein expression in liver cancer cells. Hepatology 40, 609–617.

    Article  CAS  PubMed  Google Scholar 

  43. Wang, S. E., Narasanna, A., Whitell, C. W., Wu, F. Y., Friedman, D. B., and Arteaga, C. L. (2007) Convergence of P53 and TGFbeta signaling on activating expression of the tumor suppressor gene maspin in mammary epithelial cells. J. Biol. Chem. 4, 4.

    Google Scholar 

  44. Gygi, S. P., Rist, B., Gerber, S. A., Turecek, F., Gelb, M. H., and Aebersold, R. (1999) Quantitative analysis of complex protein mixtures using isotope-coded affinity tags. Nat. Biotechnol. 17, 994–999.

    Article  CAS  PubMed  Google Scholar 

  45. Mason, D. E. and Liebler, D. C. (2003) Quantitative analysis of modified proteins by LC-MS/MS of peptides labeled with phenyl isocyanate. J. Proteome Res. 2, 265–272.

    Article  CAS  PubMed  Google Scholar 

  46. Ross, P. L., Huang, Y. N., Marchese, J. N., Williamson, B., Parker, K., Hattan, S., Khainovski, N., Pillai, S., Dey, S., Daniels, S., Purkayastha, S., Juhasz, P., Martin, S., Bartlet-Jones, M., He, F., Jacobson, A., and Pappin, D. J. (2004) Multiplexed protein quantitation in Saccharomyces cerevisiae using amine-reactive isobaric tagging reagents. Mol. Cell Proteomics 3, 1154–1169. Epub 22 Sep 2004.

    Article  CAS  PubMed  Google Scholar 

  47. Vogt, J. A., Schroer, K., Holzer, K., Hunzinger, C., Klemm, M., Biefang-Arndt, K., Schillo, S., Cahill, M.A., Schrattenholz, A., Matthies, H., and Stegmann, W. (2003) Protein abundance quantification in embryonic stem cells using incomplete metabolic labelling with 15 N amino acids, matrix-assisted laser desorption/ionisation time-of-flight mass spectrometry, and analysis of relative isotopologue abundances of peptides. Rapid Commun. Mass Spectrom. 17, 1273–1282.

    Article  CAS  PubMed  Google Scholar 

  48. Lilley, K. S., Razzaq, A., and Dupree, P. (2002) Two-dimensional gel electrophoresis: recent advances in sample preparation, detection and quantitation. Curr. Opin. Chem. Biol. 6, 46–50.

    Article  CAS  PubMed  Google Scholar 

  49. Olsson, I., Larsson, K., Palmgren, R., and Bjellqvist, B. (2002) Organic disulfides as a means to generate streak-free two-dimensional maps with narrow range basic immobilized pH gradient strips as first dimension. Proteomics 2, 1630–1632.

    Article  CAS  PubMed  Google Scholar 

  50. Knowles, M. R., Cervino, S., Skynner, H. A., Hunt, S. P., de Felipe, C., Salim, K., Meneses-Lorente, G., McAllister, G., and Guest, P. C. (2003) Multiplex proteomic analysis by two-dimensional differential in-gel electrophoresis. Proteomics 3, 1162–1171.

    Article  CAS  PubMed  Google Scholar 

  51. Prabakaran, S., Swatton, J. E., Ryan, M. M., Huffaker, S. J., Huang, J. J., Griffin, J. L., Wayland, M., Freeman, T., Dudbridge, F., Lilley, K. S., Karp, N. A., Hester, S., Tkachev, D., Mimmack, M. L., Yolken, R. H., Webster, M. J., Torrey, E. F., and Bahn, S. (2004) Mitochondrial dysfunction in schizophrenia: evidence for compromised brain metabolism and oxidative stress. Mol. Psychiatry 9, 684–697.

    Article  CAS  PubMed  Google Scholar 

  52. Wang, D., Jensen, R., Gendeh, G., Williams, K., and Pallavicini, M. G. (2004) Proteome and transcriptome analysis of retinoic acid-induced differentiation of human acute promyelocytic leukemia cells, NB4. J. Proteome Res. 3, 627–635.

    Article  CAS  PubMed  Google Scholar 

  53. Zhang, W. and Chait, B. T. (2000) ProFound: an expert system for protein identification using mass spectrometric peptide mapping information. Anal. Chem. 72, 2482–2489.

    Article  CAS  PubMed  Google Scholar 

  54. Zhang, Y. Q., Matthies, H. J., Mancuso, J., Andrews, H. K., Woodruff, E. 3rd, Friedman, D., and Broadie, K. (2004) The Drosophila fragile X-related gene regulates axoneme differentiation during spermatogenesis. Dev. Biol. 270, 290–307.

    Article  CAS  PubMed  Google Scholar 

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Friedman, D.B., Lilley, K.S. (2009). Difference Gel Electrophoresis (DIGE). In: Walker, J.M. (eds) The Protein Protocols Handbook. Springer Protocols Handbooks. Humana Press, Totowa, NJ. https://doi.org/10.1007/978-1-59745-198-7_39

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  • DOI: https://doi.org/10.1007/978-1-59745-198-7_39

  • Publisher Name: Humana Press, Totowa, NJ

  • Print ISBN: 978-1-60327-474-6

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