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Wertz I, Kategaya L, Lello PD, Rouge L, Pastor R, Clark KR, Drummond J, Kleinheinz T, Lin E, Upton JP, Prakash S, Heideker J, McCleland M, Ritorto MS, Alessi DR, Trost M, Bainbridge TW, Kwok MC, Ma TP, Stiffler Z, Brasher B, Tang Y, Jaishanker P, Hearn B, Renslo AR, Arkin MR, Cohen F, Yu K, Peale F, Gnad F, Chang MT, Klijn C, Blackwood E, Martin SE, Forrest WF, Ernst JA, Ndubaku C, Wang X, Beresini MH, Tsui V, Schwerdtfeger C, Blake RA, Murray J, Maurer T. Abstract SY23-03: Development and mechanistic characterization of USP7 deubiquitinase inhibitors. Cancer Res 2018. [DOI: 10.1158/1538-7445.am2018-sy23-03] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
The ubiquitin system regulates the majority of cellular processes in eukaryotes. Ubiquitin is ligated to substrate proteins as monomers or chains, and the topology of ubiquitin modifications regulates substrate interactions with specific proteins. Thus ubiquitination directs a variety of substrate fates, including proteasomal degradation. Deubiquitinase enzymes cleave ubiquitin from substrates and are implicated in disease; for example ubiquitin-specific protease-7 (USP7) regulates stability of the p53 tumor suppressor and other proteins critical for tumor cell survival. However, developing selective deubiquitinase inhibitors has been challenging and no co-crystal structures have been solved with small-molecule inhibitors. Here, using nuclear magnetic resonance (NMR)-based screening and structure-based design, we describe the development of selective USP7 inhibitors GNE-6640 and GNE-6776. These compounds induce tumor cell death and enhance cytotoxicity with chemotherapeutics and targeted compounds, including PIM kinase inhibitors. Structural studies reveal that GNE-6640 and GNE-6776 noncovalently target USP7 12Å distant from the catalytic cysteine. The compounds attenuate ubiquitin binding and thus inhibit USP7 deubiquitinase activity. GNE-6640 and GNE-6776 interact with acidic residues that mediate H-bond interactions with the ubiquitin Lys-48 side-chain, suggesting that USP7 preferentially interacts with and cleaves ubiquitin moieties having free Lys-48 side-chains. We investigated this idea by engineering di-ubiquitin chains containing differential proximal and distal isotopic labels and measuring USP7 binding via NMR, a study that substantiated our hypothesis. This preferential binding significantly protracted the depolymerization kinetics of Lys-48-linked ubiquitin chains relative to Lys-63-linked chains. In summary, engineering compounds that inhibit USP7 activity by attenuating ubiquitin binding suggests opportunities for developing other deubiquitinase inhibitors and may be a strategy more broadly applicable to inhibiting proteins that require ubiquitin binding for full functional activity.
[LK, PDL, and LR contributed equally to this work.]
Citation Format: Ingrid Wertz, Lorna Kategaya, Paola Di Lello, Lionel Rouge, Richard Pastor, Kevin R. Clark, Jason Drummond, Tracy Kleinheinz, Eva Lin, John-Paul Upton, Sumit Prakash, Johanna Heideker, Mark McCleland, Maria Stella Ritorto, Dario R. Alessi, Matthias Trost, Travis W. Bainbridge, Michael C. Kwok, Taylur P. Ma, Zachary Stiffler, Bradley Brasher, Yinyan Tang, Priya Jaishanker, Brian Hearn, Adam R. Renslo, Michelle R. Arkin, Frederick Cohen, Kebing Yu, Frank Peale, Florian Gnad, Matthew T. Chang, Christiaan Klijn, Elizabeth Blackwood, Scott E. Martin, William F. Forrest, James A. Ernst, Chudi Ndubaku, Xiaojing Wang, Maureen H. Beresini, Vickie Tsui, Carsten Schwerdtfeger, Robert A. Blake, Jeremy Murray, Till Maurer. Development and mechanistic characterization of USP7 deubiquitinase inhibitors [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2018; 2018 Apr 14-18; Chicago, IL. Philadelphia (PA): AACR; Cancer Res 2018;78(13 Suppl):Abstract nr SY23-03.
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Affiliation(s)
| | | | | | | | | | | | | | | | - Eva Lin
- 1Genentech, Inc., South San Francisco, CA
| | | | | | | | | | | | | | - Matthias Trost
- 3Newcastle University, Newcastle upon Tyne, United Kingdom
| | | | | | | | | | | | - Yinyan Tang
- 5University of California San Francisco, San Francisco, CA
| | | | - Brian Hearn
- 5University of California San Francisco, San Francisco, CA
| | - Adam R. Renslo
- 5University of California San Francisco, San Francisco, CA
| | | | | | - Kebing Yu
- 1Genentech, Inc., South San Francisco, CA
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Hewings DS, Heideker J, Ma TP, AhYoung AP, El Oualid F, Amore A, Costakes GT, Kirchhofer D, Brasher B, Pillow T, Popovych N, Maurer T, Schwerdtfeger C, Forrest WF, Yu K, Flygare J, Bogyo M, Wertz IE. Reactive-site-centric chemoproteomics identifies a distinct class of deubiquitinase enzymes. Nat Commun 2018; 9:1162. [PMID: 29563501 PMCID: PMC5862848 DOI: 10.1038/s41467-018-03511-6] [Citation(s) in RCA: 67] [Impact Index Per Article: 11.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2017] [Accepted: 02/20/2018] [Indexed: 11/25/2022] Open
Abstract
Activity-based probes (ABPs) are widely used to monitor the activity of enzyme families in biological systems. Inferring enzyme activity from probe reactivity requires that the probe reacts with the enzyme at its active site; however, probe-labeling sites are rarely verified. Here we present an enhanced chemoproteomic approach to evaluate the activity and probe reactivity of deubiquitinase enzymes, using bioorthogonally tagged ABPs and a sequential on-bead digestion protocol to enhance the identification of probe-labeling sites. We confirm probe labeling of deubiquitinase catalytic Cys residues and reveal unexpected labeling of deubiquitinases on non-catalytic Cys residues and of non-deubiquitinase proteins. In doing so, we identify ZUFSP (ZUP1) as a previously unannotated deubiquitinase with high selectivity toward cleaving K63-linked chains. ZUFSP interacts with and modulates ubiquitination of the replication protein A (RPA) complex. Our reactive-site-centric chemoproteomics method is broadly applicable for identifying the reaction sites of covalent molecules, which may expand our understanding of enzymatic mechanisms. Deubiquitinases are proteases that cleave after the C-terminus of ubiquitin to hydrolyze ubiquitin chains and cleave ubiquitin from substrates. Here the authors describe a reactive-site-centric chemoproteomics approach to studying deubiquitinase activity, and expand the repertoire of known deubiquitinases.
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Affiliation(s)
- David S Hewings
- Discovery Oncology, Genentech, South San Francisco, California, 94080, USA.,Early Discovery Biochemistry, Genentech, South San Francisco, California, 94080, USA.,Discovery Chemistry, Genentech, South San Francisco, California, 94080, USA.,Department of Pathology, Stanford University School of Medicine, Stanford, California, 94305, USA
| | - Johanna Heideker
- Discovery Oncology, Genentech, South San Francisco, California, 94080, USA.,Early Discovery Biochemistry, Genentech, South San Francisco, California, 94080, USA
| | - Taylur P Ma
- Microchemistry, Proteomics and Lipidomics, Genentech, South San Francisco, CA, 94080, USA
| | - Andrew P AhYoung
- Early Discovery Biochemistry, Genentech, South San Francisco, California, 94080, USA
| | - Farid El Oualid
- UbiQ Bio BV, Science Park 408, 1098 XH, Amsterdam, The Netherlands
| | - Alessia Amore
- UbiQ Bio BV, Science Park 408, 1098 XH, Amsterdam, The Netherlands
| | - Gregory T Costakes
- Boston Biochem Inc., 840 Memorial Drive, Cambridge, Massachussetts, 02139, USA
| | - Daniel Kirchhofer
- Early Discovery Biochemistry, Genentech, South San Francisco, California, 94080, USA
| | - Bradley Brasher
- Boston Biochem Inc., 840 Memorial Drive, Cambridge, Massachussetts, 02139, USA
| | - Thomas Pillow
- Discovery Chemistry, Genentech, South San Francisco, California, 94080, USA
| | - Nataliya Popovych
- Early Discovery Biochemistry, Genentech, South San Francisco, California, 94080, USA
| | - Till Maurer
- Structural Biology, Genentech, South San Francisco, California, 94080, USA
| | | | - William F Forrest
- Bioinformatics, Genentech, South San Francisco, California, 94080, USA
| | - Kebing Yu
- Microchemistry, Proteomics and Lipidomics, Genentech, South San Francisco, CA, 94080, USA
| | - John Flygare
- Discovery Chemistry, Genentech, South San Francisco, California, 94080, USA.,Merck, 630 Gateway Boulevard, South San Francisco, California, 94080, USA
| | - Matthew Bogyo
- Department of Pathology, Stanford University School of Medicine, Stanford, California, 94305, USA
| | - Ingrid E Wertz
- Discovery Oncology, Genentech, South San Francisco, California, 94080, USA. .,Early Discovery Biochemistry, Genentech, South San Francisco, California, 94080, USA.
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Crews B, Wikoff WR, Patti GJ, Woo HK, Kalisiak E, Heideker J, Siuzdak G. Variability analysis of human plasma and cerebral spinal fluid reveals statistical significance of changes in mass spectrometry-based metabolomics data. Anal Chem 2009; 81:8538-44. [PMID: 19764780 PMCID: PMC3058611 DOI: 10.1021/ac9014947] [Citation(s) in RCA: 98] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Analytical and biological variability are issues of central importance to human metabolomics studies. Here both types of variation are examined in human plasma and cerebrospinal fluid (CSF) using a global liquid chromatography/mass spectrometry (LC/MS) metabolomics strategy. The platform shows small analytical variation with a median coefficient of variation (CV) of 15-16% for both plasma and CSF sample matrixes when the integrated area of each peak in the mass spectra is considered. Analysis of biological variation shows that human CSF has a median CV of 35% and plasma has a median CV of 46%. To understand the difference in CV between the biofluids, we compared plasma and CSF independently obtained from different healthy humans. Additionally, we analyzed another group of patients from whom we compared matched CSF and plasma (plasma and CSF obtained from the same human subject). A similar number of features was observed in both biofluids, although the majority of features appeared with greater intensity in plasma. More than a dozen metabolites shared between the human CSF and plasma metabolomes were identified based on accurate mass measurements, retention times, and MS/MS spectra. The fold change in these metabolites was consistent with the median biological CV determined for all peaks. The measured median biological CV together with analysis of intragroup variation of healthy individuals suggests that fold changes above 2 in metabolomics studies investigating plasma or CSF are statistically relevant with respect to the inherent variability of a healthy control group. These data demonstrate the reproducibility of the global metabolomics platform using LC/MS and reveal the robustness of the approach for biomarker discovery.
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Affiliation(s)
- Bridgit Crews
- Department of Molecular Biology and The Center for Mass Spectrometry, The Scripps Research Institute, 10550 North Torrey Pines Road, La Jolla, California 92037
| | - William R. Wikoff
- Department of Molecular Biology and The Center for Mass Spectrometry, The Scripps Research Institute, 10550 North Torrey Pines Road, La Jolla, California 92037
| | - Gary J. Patti
- Department of Molecular Biology and The Center for Mass Spectrometry, The Scripps Research Institute, 10550 North Torrey Pines Road, La Jolla, California 92037
| | - Hin-Koon Woo
- Department of Molecular Biology and The Center for Mass Spectrometry, The Scripps Research Institute, 10550 North Torrey Pines Road, La Jolla, California 92037
| | - Ewa. Kalisiak
- Department of Molecular Biology and The Center for Mass Spectrometry, The Scripps Research Institute, 10550 North Torrey Pines Road, La Jolla, California 92037
| | - Johanna Heideker
- Department of Molecular Biology and The Center for Mass Spectrometry, The Scripps Research Institute, 10550 North Torrey Pines Road, La Jolla, California 92037
| | - Gary Siuzdak
- Department of Molecular Biology and The Center for Mass Spectrometry, The Scripps Research Institute, 10550 North Torrey Pines Road, La Jolla, California 92037
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