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Proteomic profiling of mechanistically distinct enzyme classes using a common chemotype

Abstract

Proteomics research requires methods to characterize the expression and function of proteins in complex mixtures. Toward this end, chemical probes that incorporate known affinity labeling agents have facilitated the activity-based profiling of certain enzyme families. To accelerate the discovery of proteomics probes for enzyme classes lacking cognate affinity labels, we describe here a combinatorial strategy. Members of a probe library bearing a sulfonate ester chemotype were screened against complex proteomes for activity-dependent protein reactivity, resulting in the labeling of at least six mechanistically distinct enzyme classes. Surprisingly, none of these enzymes represented targets of previously described proteomics probes. The sulfonate library was used to identify an omega-class glutathione S-transferase whose activity was upregulated in invasive human breast cancer lines. These results indicate that activity-based probes compatible with whole-proteome analysis can be developed for numerous enzyme classes and applied to identify enzymes associated with discrete pathological states.

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Figure 1
Figure 2: Profiling complex proteomes with a rhodamine-tagged sulfonate probe library.
Figure 3: Identification of protein targets of the sulfonate probe library.
Figure 4: Profiling proteomes of human breast cancer cell lines with the sulfonate probe library.
Figure 5: Multiplexing activity-based proteomics probes.

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References

  1. Anderson, N.L. & Anderson, N.G. Proteome and proteomics: new technologies, new concepts, and new words. Electrophoresis 19, 1853–1861 (1998).

    Article  CAS  Google Scholar 

  2. Pandey, A. & Mann, M. Proteomics to study genes and genomes. Nature 405, 837–846 (2000).

    Article  CAS  Google Scholar 

  3. Corthals, G.L., Wasinger, V.C., Hochstrasser, D.F. & Sanchez, J.C. The dynamic range of protein expression: a challenge for proteomic research. Electrophoresis 21, 1104–1115 (2000).

    Article  CAS  Google Scholar 

  4. Nelson, P.S. et al. Comprehensive analyses of prostate gene expression: convergence of expressed sequence tag databases, transcript profiling and proteomics. Electrophoresis 21, 1823–1831 (2000).

    Article  CAS  Google Scholar 

  5. Santoni, V., Molloy, M. & Rabilloud, T. Membrane proteins and proteomics: un amour impossible? Electrophoresis 21, 1054–1070 (2000).

    Article  CAS  Google Scholar 

  6. Gygi, S.P., Corthals, G.L., Zhang, Y., Rochon, Y. & Aebersold, R. Evaluation of two-dimensional gel electrophoresis-based proteome analysis technology. Proc. Natl. Acad. Sci. USA 97, 9390–9395 (2000).

    Article  CAS  Google Scholar 

  7. Legrain, P., Jestin, J.-L. & Schachter, V. From the analysis of protein complexes to proteome-wide linkage maps. Curr. Opin. Biotechnol. 11, 402–407 (2000).

    Article  CAS  Google Scholar 

  8. Uetz, P. Two-hybrid arrays. Curr. Opin. Chem. Biol. 6, 57–62 (2002).

    Article  CAS  Google Scholar 

  9. MacBeath, G. & Schreiber, S. Printing proteins as microarrays for high-throughput function determination. Science 289, 1760–1763 (2000).

    CAS  PubMed  Google Scholar 

  10. Zhu, H. et al. Global analysis of protein activities using proteome chips. Science 293, 2101–2105 (2001).

    Article  CAS  Google Scholar 

  11. Cravatt, B. & Sorensen, E. Chemical strategies for the global analysis of protein function. Curr. Opin. Chem. Biol. 4, 663–668 (2000).

    Article  CAS  Google Scholar 

  12. Kidd, D., Liu, Y. & Cravatt, B.F. Profiling serine hydrolase activities in complex proteomes. Biochemistry 40, 4005–4015 (2001).

    Article  CAS  Google Scholar 

  13. Greenbaum, D., Medzihradsky, K.F., Burlingame, A. & Bogyo, M. Epoxide electrophiles as activity-dependent cysteine protease profiling and discovery tools. Chem. Biol. 7, 569–581 (2000).

    Article  CAS  Google Scholar 

  14. Liu, Y., Patricelli, M.P. & Cravatt, B.F. Activity-based protein profiling: the serine hydrolases. Proc. Natl. Acad. Sci. USA 96, 14694–14699 (1999).

    Article  CAS  Google Scholar 

  15. Faleiro, L., Kobayashi, R., Fearnhead, H. & Lazebnik, Y. Multiple species of CPP32 and Mch2 are the major active caspases present in apoptotic cells. EMBO J. 16, 2271–2281 (1997).

    Article  CAS  Google Scholar 

  16. Adam, G.C., Cravatt, B.F. & Sorensen, E.J. Profiling the specific reactivity of the proteome with non-directed activity-based probes. Chem. Biol. 8, 81–95 (2001).

    Article  CAS  Google Scholar 

  17. Patricelli, M.P., Giang, D.K., Stamp, L.M. & Burbaum, J.J. Direct visualization of serine hydrolase activities in complex proteomes using fluorescent active site-directed probes. Proteomics 1, 1067–1071 (2001).

    Article  CAS  Google Scholar 

  18. Penzes, P., Wang, X. & Napoli, J.L. Enzymatic characteristics of retinal dehydrogenase type I expressed in E. coli. Biochim. Biophys. Acta 1342, 175–181 (1997).

    Article  CAS  Google Scholar 

  19. Hara, A. et al. Distribution and characterization of dihydrodiol dehydrogenases in mammalian ocular tissues. Biochem. J. 275, 113–119 (1991).

    Article  CAS  Google Scholar 

  20. Rochefort, H. et al. Estrogen receptor mediated inhibition of cancer cell invasion and motility: an overview. J. Steroid Biochem. Mol. Biol. 65, 163–168 (1998).

    Article  CAS  Google Scholar 

  21. Kodym, R., Calkins, P. & Story, M. The cloning and characterization of a new stress response protein: a mammalian member of a family of θ class glutathione-S-transferase-like proteins. J. Biol. Chem. 274, 5131–5137 (1999).

    Article  CAS  Google Scholar 

  22. Hempel, J. et al. Aldehyde dehydrogenase catalytic mechanism: a proposal. Adv. Exp. Med. Biol. 7, 53–59 (1999).

    Article  Google Scholar 

  23. Thompson, S. et al. Mechanistic studies on β-ketoacyl thiolase from Zoogloea ramigera: identification of the active-site nucleophile as Cys89, its mutation to Ser89, and kinetic and thermodynamic characterization of wild-type and mutant enzymes. Biochemistry 28, 5735–5742 (1989).

    Article  CAS  Google Scholar 

  24. Board, P.G. et al. Identification, characterization, and crystal structure of the omega class glutathione transferases. J. Biol. Chem. 275, 24798–24806 (2000).

    Article  CAS  Google Scholar 

  25. Armstrong, R.N. Kinetic and chemical mechanism of epoxide hydrolase. Drug Metab. Rev. 31, 71–86 (1999).

    Article  CAS  Google Scholar 

  26. Terada, T. et al. Mutational analyses of cysteine residues of bovine dihydrodiol dehydrogenase 3. Biochim. Biophys. Acta 1547, 127–134 (2001).

    Article  CAS  Google Scholar 

  27. Dakoji, S., Li, D., Agnihotri, G., Zhou, H.-Q. & Liu, H.-W. Studies on the inactivation of bovine liver enoyl-CoA hydratase by (methylenecyclopropyl)formyl-CoA: elucidation of the inactivation mechanism and identification of cysteine-114 as the entrapped nucleophile. J. Am. Chem. Soc. 123, 9749–9759 (2001).

    Article  CAS  Google Scholar 

  28. Barrett, A.J. et al. L-trans-Epoxysuccinyl-leucylamido-(4-guanidino)butane (E-64) and its analogues as inhibitors of cysteine proteinases including cathepsins B, H and L. Biochem. J. 201, 189–198 (1982).

    Article  CAS  Google Scholar 

  29. Dawson, J. & Holmes, C. Molecular mechanisms underlying inhibition of protein phosphatases by marine toxins. Front. Biosci. 4, D646–D658 (1999).

    Article  CAS  Google Scholar 

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Acknowledgements

We thank G. Hawkins and M. Humphrey for technical assistance; J. Wu for assistance with mass spectrometry analysis; and J. Williamson, J. Kelly, and the Cravatt and Sorensen groups for helpful discussions. This work was supported by the National Cancer Institute of the National Institutes of Health (CA87660), the California Breast Cancer Research Program, ActivX Biosciences, and the Skaggs Institute for Chemical Biology.

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Correspondence to Benjamin F. Cravatt.

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B.F.C. is a founder of Activx Biosciences, Inc., which has the right to license patents held by the Scripps Research Institute based on the technology described in this paper.

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Adam, G., Sorensen, E. & Cravatt, B. Proteomic profiling of mechanistically distinct enzyme classes using a common chemotype. Nat Biotechnol 20, 805–809 (2002). https://doi.org/10.1038/nbt714

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