Summary
Currently, the main focus of clinical proteome analysis is on detection and identification of polypeptides that significantly change owing to pathological changes. Capillary electrophoresis coupled online to an electrospray ionization time of flight mass spectrometer (CE-MS) allows the differential display of a large number of polypeptides in a single, reproducible, and time-limited step and enables the comparison of different protein profiles for biomarker discovery. In addition to the reproducibility of the CE-MS setup, many further steps including data processing and mining, usage of biomarkers for diagnosis, and biomarker sequencing are necessary to answer the demands of biomarker discovery of clinical significance. In this chapter, we discuss materials and methods for CE-MS-based clinical proteomics allowing the reproducible profiling of urine.
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References
Schmitt-Kopplin, P., Frommberger, M. (2003) Capillary electrophoresis–mass spectrometry: 15 years of developments and applications. Electrophoresis 24, 3837–3867.
Schmitt-Kopplin, P., Englmann, M. (2005) Capillary electrophoresis–mass spectrometry: Survey on developments and applications 2003–2004. Electrophoresis 26, 1209–1220.
Stutz, H. (2005) Advances in the analysis of proteins and peptides by capillary electrophoresis with matrix-assisted laser desorption/ionization and electrospray–mass spectrometry detection. Electrophoresis 26, 1254–1290.
Neususs, C., Pelzing, M., and Macht, M. (2002) A robust approach for the analysis of peptides in the low femtomole range by capillary electrophoresis–tandem mass spectrometry. Electrophoresis 23, 3149–3159.
Oda, R. P., Clark, R., Katzmann, J. A., and Landers, J. P. (1997) Capillary electrophoresis as a clinical tool for the analysis of protein in serum and other body fluids. Electrophoresis 18, 1715–1723.
Hernandez-Borges, J., Neususs, C., Cifuentes, A., and Pelzing, M. (2004) On-line capillary electrophoresis–mass spectrometry for the analysis of biomolecules. Electrophoresis 25, 2257–2281.
Guzman, N. A., Park, S. S., Schaufelberger, D., Hernandez, L., Paez, X., Rada, P., Tomlinson, A. J., and Naylor, S. (1997) New approaches in clinical chemistry: On-line analyte concentration and microreaction capillary electrophoresis for the determination of drugs, metabolic intermediates, and biopolymers in biological fluids. J. Chromatogr. B Biomed. Sci. Appl. 697, 37–66.
Kolch, W., Neususs, C., Pelzing, M., and Mischak, H. (2005) Capillary electrophoresis-mass spectrometry as a powerful tool in clinical diagnosis and biomarker discovery. Mass Spectrom. Rev. 24, 959–977.
Kaiser, T., Wittke, S., Just, I., Krebs, R., Bartel, S., Fliser, D., Mischak, H., and Weissinger, E. M. (2004) Capillary electrophoresis coupled to mass spectrometer for automated and robust polypeptide determination in body fluids for clinical use. Electrophoresis 25, 2044–2055.
Dudoit, S., van der Laan, M. J. (2007) Multiple Testing Procedures and Applications to Genomics. Berlin: Springer.
Kaiser, T., Wittke, S., Just, I., Krebs, R., Bartel, S., Fliser, D., Mischak, H., and Weissinger, E. M. (2004) Capillary electrophoresis coupled to mass spectrometer for automated and robust polypeptide determination in body fluids for clinical use. Electrophoresis 25, 2044–2055.
Neuhoff, N., Kaiser, T., Wittke, S., Krebs, R., Pitt, A., Burchard, A., Sundmacher, A., Schlegelberger, B., Kolch, W., and Mischak, H. (2004) Mass spectrometry for the detection of differentially expressed proteins: A comparison of surface-enhanced laser desorption/ionization and capillary electrophoresis/mass spectrometry. Rapid Commun. Mass Spectrom. 18, 149–156.
Theodorescu, D., Fliser, D., Wittke, S., Mischak, H., Krebs, R., Walden, M., Ross, M., Eltze, E., Bettendorf, O., Wulfing, C., and Semjonow, A. (2005) Pilot study of capillary electrophoresis coupled to mass spectrometry as a tool to define potential prostate cancer biomarkers in urine. Electrophoresis 26, 2797–2808.
Theodorescu, D., Wittke, S., Ross, M. M., Walden, M., Conaway, M., Just, I., Mischak, H., and Frierson, H. F. (2006) Discovery and validation of new protein biomarkers for urothelial cancer: A prospective analysis. Lancet Oncol. 7, 230–240.
DeLeo, J. M. (1993) Receiver operating characteristic laboratory (ROCLAB): Software for developing decision strategies that account for uncertainty. 318–325.
Westfall, P. H., Young, S. S. (1993) Resampling-based Multiple Testing: Examples and Methods for P-Value Adjustment. New York: Wiley.
Burges, C. J. C. (1998) A tutorial on support vector machines for pattern recognition. Knowledge Discovery and Data Mining 2, 121–167.
Levner, I. (2005) Feature selection and nearest centroid classification for protein mass spectrometry. BMC Bioinformatics 6, 68.
Biron, D. G., Joly, C., Marche, L., Galeotti, N., Calcagno, V., Schmidt-Rhaesa, A., Renault, L., and Thomas, F. (2005) First analysis of the proteome in two nematomorph species, Paragordius tricuspidatus (Chordodidae) and Spinochordodes tellinii (Spinochordodidae). Infect. Genet. Evol. 5, 167–175.
Gagnaire, V., Piot, M., Camier, B., Vissers, J. P., Jan, G., and Leonil, J. (2004) Survey of bacterial proteins released in cheese: A proteomic approach. Int. J. Food Microbiol. 94, 185–201.
Gras, R., Muller, M. (2001) Computational aspects of protein identification by mass spectrometry. Curr. Opin. Mol. Ther. 3, 526–532.
Pang, J. X., Ginanni, N., Dongre, A. R., Hefta, S. A., and Opitek, G. J. (2002) Biomarker discovery in urine by proteomics. J. Proteome Res. 1, 161–169.
Raharjo, T. J., Widjaja, I., Roytrakul, S., and Verpoorte, R. (2004) Comparative proteomics of Cannabis sativa plant tissues. J. Biomol. Techol. 15, 97–106.
Thongboonkerd, V., McLeish, K. R., Arthur, J. M., and Klein, J. B. (2002) Proteomic analysis of normal human urinary proteins isolated by acetone precipitation or ultracentrifugation. Kidney Int. 62, 1461–1469.
Kaiser, T., Kamal, H., Rank, A., Kolb, H. J., Holler, E., Ganser, A., Hertenstein, B., Mischak, H., and Weissinger, E. M. (2004) Proteomics applied to the clinical follow-up of patients after allogeneic hematopoietic stem cell transplantation. Blood 104, 340–349.
Meier, M., Kaiser, T., Herrmann, A., Knueppel, S., Hillmann, M., Koester, P., Danne, T., Haller, H., Fliser, D., and Mischak, H. (2005) Identification of urinary protein pattern in type 1 diabetic adolescents with early diabetic nephropathy by a novel combined proteome analysis. J. Diabetes Complicat. 19, 223–232.
Mischak, H., Kaiser, T., Walden, M., Hillmann, M., Wittke, S., Herrmann, A., Knueppel, S., Haller, H., and Fliser, D. (2004) Proteomic analysis for the assessment of diabetic renal damage in humans. Clin. Sci. (Lond) 107, 485–495.
Rossing, K., Mischak, H., Parving, H. H., Christensen, P. K., Walden, M., Hillmann, M., and Kaiser, T. (2005) Impact of diabetic nephropathy and angiotensin II receptor blockade on urinary polypeptide patterns. Kidney Int. 68, 193–205.
Weissinger, E. M., Wittke, S., Kaiser, T., Haller, H., Bartel, S., Krebs, R., Golovko, I., Rupprecht, H. D., Haubitz, M., Hecker, H., Mischak, H., and Fliser, D. (2004) Proteomic patterns established with capillary electrophoresis and mass spectrometry for diagnostic purposes. Kidney Int. 65, 2426–2434.
Wittke, S., Haubitz, M., Walden, M., Rohde, F., Schwarz, A., Mengel, M., Mischak, H., Haller, H., and Gwinner, W. (2005) Detection of acute tubulointerstitial rejection by proteomic analysis of urinary samples in renal transplant recipients. Am. J. Transpl. 5, 2479–2488.
Jurgens, M., Appel, A., Heine, G., Neitz, S., Menzel, C., Tammen, H., and Zucht, H. D. (2005) Towards characterization of the human urinary peptidome. Comb. Chem. High Throughput Screen 8, 757–765.
Schrader, M., Schulz-Knappe, P. (2001) Peptidomics technologies for human body fluids. Trend. Biotechnol. 19, S55–S60.
Svensson, M., Skold, K., Svenningsson, P., and Andren, P. E. (2003) Peptidomics-based discovery of novel neuropeptides. J. Proteome Res. 2, 213–219.
Tan, C. S., Ploner, A., Quandt, A., Lehtio, J., and Pawitan, Y. (2006) Finding regions of significance in SELDI measurements for identifying protein biomarkers. Bioinformatics 22, 1515–1523.
Tang, N., Tornatore, P., and Weinberger, S. R. (2004) Current developments in SELDI affinity technology. Mass Spectrom. Rev. 23, 34–44.
Yip, T. T., Lomas, L. (2002) SELDI ProteinChip array in oncoproteomic research. Technol. Cancer Res. Treat. 1, 273–280.
Fliser, D., Novak, J., Thongboonkerd, V., Argiles, A., Jankowski, V., Girolami, M. A., Jankowski, J., and Mischak, H. (2007) Advances in urinary proteome analysis and biomarker discovery. J. Am. Soc. Nephrol. 18, 1057–1071.
Mischak, H., Julian, B. A., and Novak, J. (2007) High-resolution proteome/peptidome analysis of peptides and low-molecular-weight proteins in urine. Proteomics Clin. Appl. 1, 792–804.
Geiger, T., Clarke, S. (1987) Deamidation, isomerization, and racemization at asparaginyl and aspartyl residues in peptides. Succinimide-linked reactions that contribute to protein degradation. J. Biol. Chem. 262, 785–794.
Stephenson, R. C., Clarke, S. (1989) Succinimide formation from aspartyl and asparaginyl peptides as a model for the spontaneous degradation of proteins. J. Biol. Chem. 264, 6164–6170.
Kolch, W., Neususs, C., Pelzing, M., and Mischak, H. (2005) Capillary electrophoresis-mass spectrometry as a powerful tool in clinical diagnosis and biomarker discovery. Mass Spectrom. Rev. 24, 959–977.
Wittke, S., Fliser, D., Haubitz, M., Bartel, S., Krebs, R., Hausadel, F., Hillmann, M., Golovko, I., Koester, P., Haller, H., Kaiser, T., Mischak, H., and Weissinger, E. M. (2003) Determination of peptides and proteins in human urine with capillary electrophoresis-mass spectrometry, a suitable tool for the establishment of new diagnostic markers. J. Chromatogr. A 1013, 173–181.
Belder, D., Deege, A., Husmann, H., Kohler, F., and Ludwig, M. (2001) Cross-linked poly(vinyl alcohol) as permanent hydrophilic column coating for capillary electrophoresis. Electrophoresis 22, 3813–3818.
Johannesson, N., Wetterhall, M., Markides, K. E., and Bergquist, J. (2004) Monomer surface modifications for rapid peptide analysis by capillary electrophoresis and capillary electrochromatography coupled to electrospray ionization-mass spectrometry. Electrophoresis 25, 809–816.
Liu, C. Y. (2001) Stationary phases for capillary electrophoresis and capillary electrochromatography. Electrophoresis 22, 612–628.
Mischak, H., Apweiler, R., Banks, R. E., Conaway, M., Coon, J. J., Dominizak, A., Ehrich, J. H., Fliser, D., Girolami, M., Hermjakob, H., Hochstrasser, D. F., Jankowski, V., Julian, B. A., Kolch, W., Massy, Z., Neususs, C., Novak, J., Peter, K., Rossing, K., Schanstra, J. P., Semmes, O. J., Theodorescu, D., Thongboonkerd, V., Weissinger, E. M., Van Eyk, J. E., and Yamamoto, T. (2007) Clinical Proteomics: A need to define the field and to begin to set adequate standards. Proteomics Clin. Appl. 1, 148–156.
Musyimi, H. K., Narcisse, D. A., Zhang, X., Stryjewski, W., Soper, S. A., and Murray, K. K. (2004) Online CE-MALDI-TOF MS using a rotating ball interface. Anal. Chem. 76, 5968–5973.
Thongboonkerd, V., McLeish, K. R., Arthur, J. M., and Klein, J. B. (2002) Proteomic analysis of normal human urinary proteins isolated by acetone precipitation or ultracentrifugation. Kidney Int. 62, 1461–1469.
Shen, Y., Jacobs, J. M., Camp, D. G., Fang, R., Moore, R. J., Smith, R. D., Xiao, W., Davis, R. W., and Tompkins, R. G. (2004) Ultra-high-efficiency strong cation exchange LC/RPLC/MS/MS for high dynamic range characterization of the human plasma proteome. Anal. Chem. 76, 1134–1144.
Sniehotta, M., Schiffer, E., Zürbig, P., Novak, J., and Mischak, H. (2007) Capillary electrophoresis – a multifunctional application for clinical diagnosis. Electrophoresis 28, 1407–1417.
Theodorescu, D., Fliser, D., Wittke, S., Mischak, H., Krebs, R., Walden, M., Ross, M., Eltze, E., Bettendorf, O., Wulfing, C., and Semjonow, A. (2005) Pilot study of capillary electrophoresis coupled to MS as a tool to define potential prostate cancer biomarkers in urine. Electrophoresis 26, 2797–2808.
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Zürbig, P., Schiffer, E., Mischak, H. (2009). Capillary Electrophoresis Coupled to Mass Spectrometry for Proteomic Profiling of Human Urine and Biomarker Discovery. In: Reinders, J., Sickmann, A. (eds) Proteomics. Methods in Molecular Biology™, vol 564. Humana Press. https://doi.org/10.1007/978-1-60761-157-8_6
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DOI: https://doi.org/10.1007/978-1-60761-157-8_6
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