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Paulussen FM, Grossmann TN. Peptide-based covalent inhibitors of protein-protein interactions. J Pept Sci 2023; 29:e3457. [PMID: 36239115 PMCID: PMC10077911 DOI: 10.1002/psc.3457] [Citation(s) in RCA: 8] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2022] [Revised: 10/10/2022] [Accepted: 10/11/2022] [Indexed: 12/13/2022]
Abstract
Protein-protein interactions (PPI) are involved in all cellular processes and many represent attractive therapeutic targets. However, the frequently rather flat and large interaction areas render the identification of small molecular PPI inhibitors very challenging. As an alternative, peptide interaction motifs derived from a PPI interface can serve as starting points for the development of inhibitors. However, certain proteins remain challenging targets when applying inhibitors with a competitive mode of action. For that reason, peptide-based ligands with an irreversible binding mode have gained attention in recent years. This review summarizes examples of covalent inhibitors that employ peptidic binders and have been tested in a biological context.
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Affiliation(s)
- Felix M Paulussen
- Amsterdam Institute of Molecular and Life Sciences (AIMMS), Vrije Universiteit Amsterdam, Amsterdam, The Netherlands.,Department of Chemistry and Pharmaceutical Sciences, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands.,Department of Molecular Microbiology, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | - Tom N Grossmann
- Amsterdam Institute of Molecular and Life Sciences (AIMMS), Vrije Universiteit Amsterdam, Amsterdam, The Netherlands.,Department of Chemistry and Pharmaceutical Sciences, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
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2
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Daoui O, Elkhattabi S, Chtita S. Rational design of novel pyridine-based drugs candidates for lymphoma therapy. J Mol Struct 2022. [DOI: 10.1016/j.molstruc.2022.133964] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
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3
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Human macrophages utilize a wide range of pathogen recognition receptors to recognize Legionella pneumophila, including Toll-Like Receptor 4 engaging Legionella lipopolysaccharide and the Toll-like Receptor 3 nucleic-acid sensor. PLoS Pathog 2021; 17:e1009781. [PMID: 34280250 PMCID: PMC8321404 DOI: 10.1371/journal.ppat.1009781] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2021] [Revised: 07/29/2021] [Accepted: 07/03/2021] [Indexed: 12/15/2022] Open
Abstract
Cytokines made by macrophages play a critical role in determining the course of Legionella pneumophila infection. Prior murine-based modeling indicated that this cytokine response is initiated upon recognition of L. pneumophila by a subset of Toll-like receptors, namely TLR2, TLR5, and TLR9. Through the use of shRNA/siRNA knockdowns and subsequently CRISPR/Cas9 knockouts (KO), we determined that TRIF, an adaptor downstream of endosomal TLR3 and TLR4, is required for full cytokine secretion by human primary and cell-line macrophages. By characterizing a further set of TLR KO's in human U937 cells, we discerned that, contrary to the viewpoint garnered from murine-based studies, TLR3 and TLR4 (along with TLR2 and TLR5) are in fact vital to the macrophage response in the early stages of L. pneumophila infection. This conclusion was bolstered by showing that i) chemical inhibitors of TLR3 and TLR4 dampen the cytokine output of primary human macrophages and ii) transfection of TLR3 and TLR4 into HEK cells conferred an ability to sense L. pneumophila. TLR3- and TLR4-dependent cytokines promoted migration of human HL-60 neutrophils across an epithelial layer, pointing to the biological importance for the newfound signaling pathway. The response of U937 cells to L. pneumophila LPS was dependent upon TLR4, a further contradiction to murine-based studies, which had concluded that TLR2 is the receptor for Legionella LPS. Given the role of TLR3 in sensing nucleic acid (i.e., dsRNA), we utilized newly-made KO U937 cells to document that DNA-sensing by cGAS-STING and DNA-PK are also needed for the response of human macrophages to L. pneumophila. Given the lack of attention given them in the bacterial field, C-type lectin receptors were similarly examined; but, they were not required. Overall, this study arguably represents the most extensive, single-characterization of Legionella-recognition receptors within human macrophages.
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Hamp I, O'Neill TJ, Plettenburg O, Krappmann D. A patent review of MALT1 inhibitors (2013-present). Expert Opin Ther Pat 2021; 31:1079-1096. [PMID: 34214002 DOI: 10.1080/13543776.2021.1951703] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
INTRODUCTION MALT1 is the only human paracaspase, a protease with unique cleavage activity and substrate specificity. As a key regulator of immune responses, MALT1 has attracted attention as an immune modulatory target for the treatment of autoimmune/inflammatory diseases. Further, chronic MALT1 protease activation drives survival of lymphomas, suggesting that MALT1 is a suitable drug target for lymphoid malignancies. Recent studies have indicated that MALT1 inhibition impairs immune suppressive function of regulatory T cells in the tumor microenvironment, suggesting that MALT1 inhibitors may boost anti-tumor immunity in the treatment of solid cancers. AREAS COVERED This review summarizes the literature on MALT1 patents and applications. We discuss the potential therapeutic uses for MALT1 inhibitors based on patents and scientific literature. EXPERT OPINION There has been a steep increase in MALT1 inhibitor patents. Compounds with high selectivity and good bioavailability have been developed. An allosteric binding pocket is the preferred site for potent and selective MALT1 targeting. MALT1 inhibitors have moved to early clinical trials, but toxicological studies indicate that long-term MALT1 inhibition can disrupt immune homeostasis and lead to autoimmunity. Even though this poses risks, preventing immune suppression may favor the use of MALT1 inhibitors in cancer immunotherapies.
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Affiliation(s)
- Isabel Hamp
- Institute for Medicinal Chemistry, Helmholtz Zentrum München - German Research Center for Environmental Health, Neuherberg, Germany.,Centre of Biomolecular Drug Research (BMWZ), Institute of Organic Chemistry, Leibniz Universität Hannover, Hannover, Germany
| | - Thomas J O'Neill
- Research Unit Cellular Signal Integration, Helmholtz Zentrum München - German Research Center for Environmental Health, Neuherberg, Germany
| | - Oliver Plettenburg
- Institute for Medicinal Chemistry, Helmholtz Zentrum München - German Research Center for Environmental Health, Neuherberg, Germany.,Centre of Biomolecular Drug Research (BMWZ), Institute of Organic Chemistry, Leibniz Universität Hannover, Hannover, Germany
| | - Daniel Krappmann
- Research Unit Cellular Signal Integration, Helmholtz Zentrum München - German Research Center for Environmental Health, Neuherberg, Germany
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5
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WITHDRAWN: Inhibition of Malt1 protease induces apoptosis and cell death in cardiomyocytes. BBA ADVANCES 2021. [DOI: 10.1016/j.bbadva.2021.100017] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
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6
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Kim HR, Tagirasa R, Yoo E. Covalent Small Molecule Immunomodulators Targeting the Protease Active Site. J Med Chem 2021; 64:5291-5322. [PMID: 33904753 DOI: 10.1021/acs.jmedchem.1c00172] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Abstract
Cells of the immune system utilize multiple proteases to regulate cell functions and orchestrate innate and adaptive immune responses. Dysregulated protease activities are implicated in many immune-related disorders; thus, protease inhibitors have been actively investigated for pharmaceutical development. Although historically considered challenging with concerns about toxicity, compounds that covalently modify the protease active site represent an important class of agents, emerging not only as chemical probes but also as approved drugs. Here, we provide an overview of technologies useful for the study of proteases with the focus on recent advances in chemoproteomic methods and screening platforms. By highlighting covalent inhibitors that have been designed to target immunomodulatory proteases, we identify opportunities for the development of small molecule immunomodulators.
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Affiliation(s)
- Hong-Rae Kim
- Chemical Biology Laboratory, National Cancer Institute, Frederick, Maryland 21702, United States
| | - Ravichandra Tagirasa
- Chemical Biology Laboratory, National Cancer Institute, Frederick, Maryland 21702, United States
| | - Euna Yoo
- Chemical Biology Laboratory, National Cancer Institute, Frederick, Maryland 21702, United States
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7
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Current Synthetic Routes to Peptidyl Mono-Fluoromethyl Ketones (FMKs) and Their Applications. Molecules 2020; 25:molecules25235601. [PMID: 33260551 PMCID: PMC7730879 DOI: 10.3390/molecules25235601] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2020] [Revised: 11/16/2020] [Accepted: 11/24/2020] [Indexed: 11/17/2022] Open
Abstract
Peptidyl mono-fluoromethyl ketones (FMKs) are a class of biologically active molecules that show potential as both protease inhibitors for the treatment of a range of diseases and as chemical probes for the interrogation of cellular processes. This review describes the current solid- and solution-phase routes employed for the synthesis of peptidyl mono-FMKs. In addition, it provides a brief overview of some of the key applications of FMKs in the fields of chemical biology and medicinal chemistry.
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Govender L, Mikulic J, Wyss JC, Gaide O, Thome M, Golshayan D. Therapeutic Potential of Targeting Malt1-Dependent TCR Downstream Signaling to Promote the Survival of MHC-Mismatched Allografts. Front Immunol 2020; 11:576651. [PMID: 33042160 PMCID: PMC7517581 DOI: 10.3389/fimmu.2020.576651] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2020] [Accepted: 08/25/2020] [Indexed: 12/12/2022] Open
Abstract
Strategies targeting T cells are the cornerstone of immunosuppression after solid organ transplantation. The transcription factor NF-κB is a key regulator of downstream T-cell activation and induction of inflammatory mediators; its full activation via antigen receptor engagement requires both the scaffold and the protease activity of the paracaspase Malt1. Experimental studies have highlighted that Malt1-deficient mice were resistant to experimental autoimmune encephalomyelitis, although they lacked peripheral regulatory T cells (Treg). Here, we compared targeting Malt1 versus using calcineurin inhibitors as immunosuppression in a stringent experimental transplantation model. We found that Malt1-deficiency impaired Th1-mediated alloresponses in vitro and in vivo and significantly prolonged MHC-mismatched skin allograft survival, compared to cyclosporine. However, it paradoxically enhanced Th17 differentiation in the transplantation setting. Interestingly, more selective inhibition of Malt1 protease activity in wild-type mouse and human peripheral T cells in vitro led to attenuation of alloreactive Th1 cells, while preserving preexisting Treg in the peripheral T-cell pool, and without promoting Th17 differentiation. Thus, there is a place for further investigation of the role of Malt1 signaling in the setting of transplantation.
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Affiliation(s)
- Lerisa Govender
- Transplantation Centre and Transplantation Immunopathology Laboratory, Department of Medicine and Service of Immunology, Lausanne University Hospital (CHUV) and University of Lausanne (UNIL), Lausanne, Switzerland
| | - Josip Mikulic
- Transplantation Centre and Transplantation Immunopathology Laboratory, Department of Medicine and Service of Immunology, Lausanne University Hospital (CHUV) and University of Lausanne (UNIL), Lausanne, Switzerland
| | - Jean-Christophe Wyss
- Transplantation Centre and Transplantation Immunopathology Laboratory, Department of Medicine and Service of Immunology, Lausanne University Hospital (CHUV) and University of Lausanne (UNIL), Lausanne, Switzerland
| | - Olivier Gaide
- Department of Medicine and Service of Dermatology, Lausanne University Hospital (CHUV) and University of Lausanne (UNIL), Lausanne, Switzerland
| | - Margot Thome
- Department of Biochemistry, University of Lausanne (UNIL), Epalinges, Switzerland
| | - Dela Golshayan
- Transplantation Centre and Transplantation Immunopathology Laboratory, Department of Medicine and Service of Immunology, Lausanne University Hospital (CHUV) and University of Lausanne (UNIL), Lausanne, Switzerland
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9
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Berlinck RGS, Bernardi DI, Fill T, Fernandes AAG, Jurberg ID. The chemistry and biology of guanidine secondary metabolites. Nat Prod Rep 2020; 38:586-667. [PMID: 33021301 DOI: 10.1039/d0np00051e] [Citation(s) in RCA: 24] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Covering: 2017-2019Guanidine natural products isolated from microorganisms, marine invertebrates and terrestrial plants, amphibians and spiders, represented by non-ribosomal peptides, guanidine-bearing polyketides, alkaloids, terpenoids and shikimic acid derived, are the subject of this review. The topics include the discovery of new metabolites, total synthesis of natural guanidine compounds, biological activity and mechanism-of-action, biosynthesis and ecological functions.
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Affiliation(s)
- Roberto G S Berlinck
- Instituto de Química de São Carlos, Universidade de São Paulo, CP 780, CEP 13560-970, São Carlos, SP, Brazil.
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10
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Lue JK, O’Connor OA, Bertoni F. Targeting pathogenic mechanisms in marginal zone lymphoma: from concepts and beyond. ANNALS OF LYMPHOMA 2020; 4:7. [PMID: 34667996 PMCID: PMC7611845 DOI: 10.21037/aol-20-20] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Marginal zone lymphoma (MZL) represents a group of three distinct though overlapping lymphoid malignancies that includes extranodal, nodal and splenic marginal lymphoma. MZL patients usually present an indolent clinical course, although the disease remains largely incurable, save early stage disease that might be irradiated. Therapeutic advances have been limited due to the small patient population, and have largely been adapted from other indolent lymphomas. Here, we discuss the numerous targets and pathways which may offer the prospect of directly inhibiting the mechanisms identified promoting and sustaining marginal zone lymphomagenesis. In particular, we focus on the agents that may have at least a theoretical application in the disease. Various dysregulated pathways converge to produce an overarching stimulation of nuclear factor κB (NF-κB) and the MYD88-IRAK4 axis, which can be thus leveraged or targeting B-cell receptor signaling through BTK inhibitors (such as ibrutinib, zanubrutinib, acalabrutinib) and PI3K inhibitors (such as idelalisib, copanlisib, duvelisib umbralisib) or via more novel agents in development such as MALT1 inhibitors, SMAC mimetics, NIK inhibitors, IRAK4 or MYD88 inhibitors. NOTCH signaling is also crucial for marginal zone cells, but no clinical data are available with NOTCH inhibitors such as the γ-secretase inhibitor PF-03084014 or the NICD inhibitor CB-103. The hypermethylation phenotype, the overexpression of the PRC2-complex or the presence of TET2 mutations reported in MZL subsets make epigenetic agents (demethylating agents, EZH2 inhibitors, HDAC inhibitors) also potential therapeutic tools for MZL patients.
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Affiliation(s)
- Jennifer K. Lue
- Division of Hematology-Oncology, Department of Medicine, Columbia University Medical Center, Center for Lymphoid Malignancies, New York, NY, USA
| | - Owen A. O’Connor
- Division of Hematology and Oncology, Program for T-Cell Lymphoma Research, University of Virginia Cancer Center, Charlottesville, VA, USA
| | - Francesco Bertoni
- institute of Oncology Research, Faculty of Biomedical Sciences, USI, Bellinzona, Switzerland
- Oncology Institute of Southern Switzerland, Bellinzona, Switzerland
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11
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Hughes N, Erbel P, Bornancin F, Wiesmann C, Schiering N, Villard F, Decock A, Rubi B, Melkko S, Spanka C, Buschmann N, Pissot‐Soldermann C, Simic O, Beerli R, Sorge M, Tintelnot‐Blomley M, Beltz K, Régnier CH, Quancard J, Schlapbach A, Langlois J, Renatus M. Stabilizing Inactive Conformations of MALT1 as an Effective Approach to Inhibit Its Protease Activity. ADVANCED THERAPEUTICS 2020. [DOI: 10.1002/adtp.202000078] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Affiliation(s)
- Nicola Hughes
- Novartis Institutes for Biomedical Reseach (NIBR) Novartis Campus Basel CH‐4002 Switzerland
| | - Paul Erbel
- Novartis Institutes for Biomedical Reseach (NIBR) Novartis Campus Basel CH‐4002 Switzerland
| | - Frédéric Bornancin
- Novartis Institutes for Biomedical Reseach (NIBR) Novartis Campus Basel CH‐4002 Switzerland
| | - Christian Wiesmann
- Novartis Institutes for Biomedical Reseach (NIBR) Novartis Campus Basel CH‐4002 Switzerland
| | - Nikolaus Schiering
- Novartis Institutes for Biomedical Reseach (NIBR) Novartis Campus Basel CH‐4002 Switzerland
| | - Frédéric Villard
- Novartis Institutes for Biomedical Reseach (NIBR) Novartis Campus Basel CH‐4002 Switzerland
| | - Arnaud Decock
- Novartis Institutes for Biomedical Reseach (NIBR) Novartis Campus Basel CH‐4002 Switzerland
| | - Bertran Rubi
- Laboratorium für Organische Chemie Zürich CH‐8093 Switzerland
| | - Samu Melkko
- Novartis Institutes for Biomedical Reseach (NIBR) Novartis Campus Basel CH‐4002 Switzerland
| | - Carsten Spanka
- Novartis Institutes for Biomedical Reseach (NIBR) Novartis Campus Basel CH‐4002 Switzerland
| | - Nicole Buschmann
- Novartis Institutes for Biomedical Reseach (NIBR) Novartis Campus Basel CH‐4002 Switzerland
| | | | - Oliver Simic
- Novartis Institutes for Biomedical Reseach (NIBR) Novartis Campus Basel CH‐4002 Switzerland
| | - René Beerli
- Novartis Institutes for Biomedical Reseach (NIBR) Novartis Campus Basel CH‐4002 Switzerland
| | - Mickael Sorge
- Novartis Institutes for Biomedical Reseach (NIBR) Novartis Campus Basel CH‐4002 Switzerland
| | | | - Karen Beltz
- Novartis Institutes for Biomedical Reseach (NIBR) Novartis Campus Basel CH‐4002 Switzerland
| | - Catherine H. Régnier
- Novartis Institutes for Biomedical Reseach (NIBR) Novartis Campus Basel CH‐4002 Switzerland
| | - Jean Quancard
- Novartis Institutes for Biomedical Reseach (NIBR) Novartis Campus Basel CH‐4002 Switzerland
| | - Achim Schlapbach
- Novartis Institutes for Biomedical Reseach (NIBR) Novartis Campus Basel CH‐4002 Switzerland
| | - Jean‐Baptiste Langlois
- Novartis Institutes for Biomedical Reseach (NIBR) Novartis Campus Basel CH‐4002 Switzerland
| | - Martin Renatus
- Novartis Institutes for Biomedical Reseach (NIBR) Novartis Campus Basel CH‐4002 Switzerland
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Molecular Dynamics model of peptide-protein conjugation: case study of covalent complex between Sos1 peptide and N-terminal SH3 domain from Grb2. Sci Rep 2019; 9:20219. [PMID: 31882608 PMCID: PMC6934455 DOI: 10.1038/s41598-019-56078-7] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2019] [Accepted: 12/04/2019] [Indexed: 12/31/2022] Open
Abstract
We have investigated covalent conjugation of VPPPVPPRRRX′ peptide (where X′ denotes Nε-chloroacetyl lysine) to N-terminal SH3 domain from adapter protein Grb2. Our experimental results confirmed that the peptide first binds to the SH3 domain noncovalently before establishing a covalent linkage through reaction of X′ with the target cysteine residue C32. We have also confirmed that this reaction involves a thiolate-anion form of C32 and follows the SN2 mechanism. For this system, we have developed a new MD-based protocol to model the formation of covalent conjugate. The simulation starts with the known coordinates of the noncovalent complex. When two reactive groups come into contact during the course of the simulation, the reaction is initiated. The reaction is modeled via gradual interpolation between the two sets of force field parameters that are representative of the noncovalent and covalent complexes. The simulation proceeds smoothly, with no appreciable perturbations to temperature, pressure or volume, and results in a high-quality MD model of the covalent complex. The validity of this model is confirmed using the experimental chemical shift data. The new MD-based approach offers a valuable tool to explore the mechanics of protein-peptide conjugation and build accurate models of covalent complexes.
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Scott DA, Hatcher JM, Liu H, Fu M, Du G, Fontán L, Us I, Casalena G, Qiao Q, Wu H, Melnick A, Gray NS. Quinoline and thiazolopyridine allosteric inhibitors of MALT1. Bioorg Med Chem Lett 2019; 29:1694-1698. [PMID: 31129051 DOI: 10.1016/j.bmcl.2019.05.040] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2019] [Revised: 05/17/2019] [Accepted: 05/18/2019] [Indexed: 12/28/2022]
Abstract
Quinolines and thiazolopyridines were developed as allosteric inhibitors of MALT1, with good cellular potency and exquisite selectivity. Mouse pharmacokinetic (PK) profiling showed these to have low in vivo clearance, and moderate oral exposure. The thiazolopyridines were less lipophilic than the quinolines, and one thiazolopyridine example was active in our hIL10 mouse pharmacodynamic (PD) model upon oral dosing.
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Affiliation(s)
- David A Scott
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA 02115, USA; Department of Biological Chemistry & Molecular Pharmacology, Harvard Medical School, 360 Longwood Ave, Boston, MA 02115, USA.
| | - John M Hatcher
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA 02115, USA; Department of Biological Chemistry & Molecular Pharmacology, Harvard Medical School, 360 Longwood Ave, Boston, MA 02115, USA
| | - Hongyan Liu
- PepTech (Shanghai) Pharmaceutical Corporation, 388 Yindu Road, Shanghai 200231, China
| | - Mingpeng Fu
- PepTech (Shanghai) Pharmaceutical Corporation, 388 Yindu Road, Shanghai 200231, China
| | - Guangyan Du
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA 02115, USA; Department of Biological Chemistry & Molecular Pharmacology, Harvard Medical School, 360 Longwood Ave, Boston, MA 02115, USA
| | - Lorena Fontán
- Division of Hematology and Oncology, Department of Medicine, Weill Cornell Medicine, Cornell University, New York, NY, USA
| | - Ilkay Us
- Division of Hematology and Oncology, Department of Medicine, Weill Cornell Medicine, Cornell University, New York, NY, USA
| | - Gabriella Casalena
- Division of Hematology and Oncology, Department of Medicine, Weill Cornell Medicine, Cornell University, New York, NY, USA
| | - Qi Qiao
- Program in Cellular and Molecular Medicine, Boston Children's Hospital, Harvard Medical School, Boston, MA, USA
| | - Hao Wu
- Program in Cellular and Molecular Medicine, Boston Children's Hospital, Harvard Medical School, Boston, MA, USA
| | - Ari Melnick
- Division of Hematology and Oncology, Department of Medicine, Weill Cornell Medicine, Cornell University, New York, NY, USA
| | - Nathanael S Gray
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA 02115, USA; Department of Biological Chemistry & Molecular Pharmacology, Harvard Medical School, 360 Longwood Ave, Boston, MA 02115, USA
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