1
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Hillebrand L, Liang XJ, Serafim RAM, Gehringer M. Emerging and Re-emerging Warheads for Targeted Covalent Inhibitors: An Update. J Med Chem 2024; 67:7668-7758. [PMID: 38711345 DOI: 10.1021/acs.jmedchem.3c01825] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/08/2024]
Abstract
Covalent inhibitors and other types of covalent modalities have seen a revival in the past two decades, with a variety of new targeted covalent drugs having been approved in recent years. A key feature of such molecules is an intrinsically reactive group, typically a weak electrophile, which enables the irreversible or reversible formation of a covalent bond with a specific amino acid of the target protein. This reactive group, often called the "warhead", is a critical determinant of the ligand's activity, selectivity, and general biological properties. In 2019, we summarized emerging and re-emerging warhead chemistries to target cysteine and other amino acids (Gehringer, M.; Laufer, S. A. J. Med. Chem. 2019, 62, 5673-5724; DOI: 10.1021/acs.jmedchem.8b01153). Since then, the field has rapidly evolved. Here we discuss the progress on covalent warheads made since our last Perspective and their application in medicinal chemistry and chemical biology.
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Affiliation(s)
- Laura Hillebrand
- Department of Pharmaceutical/Medicinal Chemistry, Eberhard Karls University Tübingen, Auf der Morgenstelle 8, 72076 Tübingen, Germany
| | - Xiaojun Julia Liang
- Department of Pharmaceutical/Medicinal Chemistry, Eberhard Karls University Tübingen, Auf der Morgenstelle 8, 72076 Tübingen, Germany
- Cluster of Excellence iFIT (EXC 2180) "Image-Guided & Functionally Instructed Tumor Therapies", University of Tübingen, 72076 Tübingen, Germany
| | - Ricardo A M Serafim
- Department of Pharmaceutical/Medicinal Chemistry, Eberhard Karls University Tübingen, Auf der Morgenstelle 8, 72076 Tübingen, Germany
| | - Matthias Gehringer
- Department of Pharmaceutical/Medicinal Chemistry, Eberhard Karls University Tübingen, Auf der Morgenstelle 8, 72076 Tübingen, Germany
- Cluster of Excellence iFIT (EXC 2180) "Image-Guided & Functionally Instructed Tumor Therapies", University of Tübingen, 72076 Tübingen, Germany
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2
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Shirley JD, Nauta KM, Gillingham JR, Diwakar S, Carlson EE. kinact / KI Value Determination for Penicillin-Binding Proteins in Live Cells. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.05.05.592586. [PMID: 38746240 PMCID: PMC11092749 DOI: 10.1101/2024.05.05.592586] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/16/2024]
Abstract
Penicillin-binding proteins (PBPs) are an essential family of bacterial enzymes that are inhibited by the β-lactam class of antibiotics. PBP inhibition disrupts cell wall biosynthesis, which results in deficient growth and proliferation, and ultimately leads to lysis. IC 50 values are often employed as descriptors of enzyme inhibition and inhibitor selectivity but can be misleading in the study of time-dependent, irreversible inhibitors. Due to this disconnect, the second order rate constant k inact / K I is a more appropriate metric of covalent inhibitor potency. Despite being the gold standard measurement of potency, k inact / K I values are typically obtained from in vitro assays, which limits assay throughput if investigating an enzyme family with multiple homologs (such as the PBPs). Therefore, we developed a whole-cell k inact / K I assay to define inhibitor potency for the PBPs in Streptococcus pneumoniae using the fluorescent activity-based probe Bocillin-FL. Our results align with in vitro k inact / K I data and show a comparable relationship to previously established IC 50 values. These results support the validity of our in vivo k inact / K I method as a means of obtaining a full picture of β-lactam potency for a suite of PBPs. Abstract Figure
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3
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Lucas SCC, Blackwell JH, Hewitt SH, Semple H, Whitehurst BC, Xu H. Covalent hits and where to find them. SLAS DISCOVERY : ADVANCING LIFE SCIENCES R & D 2024; 29:100142. [PMID: 38278484 DOI: 10.1016/j.slasd.2024.01.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/03/2023] [Revised: 01/02/2024] [Accepted: 01/22/2024] [Indexed: 01/28/2024]
Abstract
Covalent hits for drug discovery campaigns are neither fantastic beasts nor mythical creatures, they can be routinely identified through electrophile-first screening campaigns using a suite of different techniques. These include biophysical and biochemical methods, cellular approaches, and DNA-encoded libraries. Employing best practice, however, is critical to success. The purpose of this review is to look at state of the art covalent hit identification, how to identify hits from a covalent library and how to select compounds for medicinal chemistry programmes.
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Affiliation(s)
- Simon C C Lucas
- Hit Discovery, Discovery Sciences, AstraZeneca R&D, Cambridge, UK.
| | | | - Sarah H Hewitt
- Mechanistic and Structural Biology, Discovery Sciences, AstraZeneca R&D, Cambridge, UK
| | - Hannah Semple
- Hit Discovery, Discovery Sciences, AstraZeneca R&D, Cambridge, UK
| | | | - Hua Xu
- Mechanistic and structural Biology, Discovery Sciences, AstraZeneca R&D, Waltham, USA
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4
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Mihalovits LM, Kollár L, Bajusz D, Knez D, Bozovičar K, Imre T, Ferenczy GG, Gobec S, Keserű GM. Molecular Mechanism of Labelling Functional Cysteines by Heterocyclic Thiones. Chemphyschem 2024; 25:e202300596. [PMID: 37888491 DOI: 10.1002/cphc.202300596] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2023] [Revised: 10/24/2023] [Accepted: 10/26/2023] [Indexed: 10/28/2023]
Abstract
Heterocyclic thiones have recently been identified as reversible covalent warheads, consistent with their mild electrophilic nature. Little is known so far about their mechanism of action in labelling nucleophilic sidechains, especially cysteines. The vast number of tractable cysteines promotes a wide range of target proteins to examine; however, our focus was put on functional cysteines. We chose the main protease of SARS-CoV-2 harboring Cys145 at the active site that is a structurally characterized and clinically validated target of covalent inhibitors. We screened an in-house, cysteine-targeting covalent inhibitor library which resulted in several covalent fragment hits with benzoxazole, benzothiazole and benzimidazole cores. Thione derivatives and Michael acceptors were selected for further investigations with the objective of exploring the mechanism of inhibition of the thiones and using the thoroughly characterized Michael acceptors for benchmarking our studies. Classical and hybrid quantum mechanical/molecular mechanical (QM/MM) molecular dynamics simulations were carried out that revealed a new mechanism of covalent cysteine labelling by thione derivatives, which was supported by QM and free energy calculations and by a wide range of experimental results. Our study shows that the molecular recognition step plays a crucial role in the overall binding of both sets of molecules.
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Affiliation(s)
- Levente M Mihalovits
- Medicinal Chemistry Research Group, HUN-REN Research Centre for Natural Sciences, Magyar tudósok krt. 2, 1117, Budapest, Hungary
| | - Levente Kollár
- Medicinal Chemistry Research Group, HUN-REN Research Centre for Natural Sciences, Magyar tudósok krt. 2, 1117, Budapest, Hungary
- Department of Organic Chemistry and Technology, Faculty of Chemical Technology and Biotechnology, Budapest University of Technology and Economics, Műegyetem rkp. 3., 1111, Budapest, Hungary
| | - Dávid Bajusz
- Medicinal Chemistry Research Group, HUN-REN Research Centre for Natural Sciences, Magyar tudósok krt. 2, 1117, Budapest, Hungary
| | - Damijan Knez
- Department of Medicinal Chemistry, Faculty of Pharmacy, University of Ljubljana, Aškerčeva cesta 7, 1000, Ljubljana, Slovenia
| | - Krištof Bozovičar
- Department of Pharmaceutical Biology, Faculty of Pharmacy, University of Ljubljana, Aškerčeva cesta 7, 1000, Ljubljana, Slovenia
| | - Tímea Imre
- Medicinal Chemistry Research Group, HUN-REN Research Centre for Natural Sciences, Magyar tudósok krt. 2, 1117, Budapest, Hungary
- MS Metabolomics Research Group, HUN-REN Research Centre for Natural Sciences, Magyar tudósok krt. 2, 1117, Budapest, Hungary
| | - György G Ferenczy
- Medicinal Chemistry Research Group, HUN-REN Research Centre for Natural Sciences, Magyar tudósok krt. 2, 1117, Budapest, Hungary
| | - Stanislav Gobec
- Department of Medicinal Chemistry, Faculty of Pharmacy, University of Ljubljana, Aškerčeva cesta 7, 1000, Ljubljana, Slovenia
| | - György M Keserű
- Medicinal Chemistry Research Group, HUN-REN Research Centre for Natural Sciences, Magyar tudósok krt. 2, 1117, Budapest, Hungary
- Department of Organic Chemistry and Technology, Faculty of Chemical Technology and Biotechnology, Budapest University of Technology and Economics, Műegyetem rkp. 3., 1111, Budapest, Hungary
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5
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Srinivasan B. Non-equilibrium modalities of inhibition: Characterizing irreversible inhibition for the ErbB receptor family members. Methods Enzymol 2023; 690:85-108. [PMID: 37858541 DOI: 10.1016/bs.mie.2023.08.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2023]
Abstract
Most drug target interactions for clinically approved small-molecules are non-equilibrium slow-onset, tight-binding or irreversible in nature, with pronounced element of time-dependence of inhibition. Analysis of such modality of inhibition requires a continuous enzyme kinetic measurement that can yield complete progress curves and an automated high-throughput analysis pipeline. Given the increasing emphasis on designing non-equilibrium modes of inhibiting an enzyme target (especially irreversible), the above specified pipeline for data generation and analysis is essential for extracting parameters to guide decisions in early drug discovery. In this manuscript, the methodology and data analysis protocol from our irreversible inhibitor characterization campaigns for the ErbB receptor family members is presented. Guidance is provided on the appropriate design of assay to generate quality data, setting up the analysis and estimation of inactivation rate (kinact) and the pseudo-equilibrium binding affinity (KI) constant (or their ratio kinact/KI) in a high-throughput manner for the inhibitor interacting with the protein target of interest.
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Affiliation(s)
- Bharath Srinivasan
- Mechanistic and Structural Biology, Discovery Sciences, R&D, AstraZeneca, Cambridge, United Kingdom.
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6
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Kaushik AC, Zhao Z. Machine learning-driven exploration of drug therapies for triple-negative breast cancer treatment. Front Mol Biosci 2023; 10:1215204. [PMID: 37602329 PMCID: PMC10436744 DOI: 10.3389/fmolb.2023.1215204] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2023] [Accepted: 07/21/2023] [Indexed: 08/22/2023] Open
Abstract
Breast cancer is the second leading cause of cancer death in women among all cancer types. It is highly heterogeneous in nature, which means that the tumors have different morphologies and there is heterogeneity even among people who have the same type of tumor. Several staging and classifying systems have been developed due to the variability of different types of breast cancer. Due to high heterogeneity, personalized treatment has become a new strategy. Out of all breast cancer subtypes, triple-negative breast cancer (TNBC) comprises ∼10%-15%. TNBC refers to the subtype of breast cancer where cells do not express estrogen receptors, progesterone receptors, or human epidermal growth factor receptors (ERs, PRs, and HERs). Tumors in TNBC have a diverse set of genetic markers and prognostic indicators. We scanned the Cancer Cell Line Encyclopedia (CCLE) and Genomics of Drug Sensitivity in Cancer (GDSC) databases for potential drugs using human breast cancer cell lines and drug sensitivity data. Three different machine-learning approaches were used to evaluate the prediction of six effective drugs against the TNBC cell lines. The top biomarkers were then shortlisted on the basis of their involvement in breast cancer and further subjected to testing for radion resistance using data from the Cleveland database. It was observed that Panobinostat, PLX4720, Lapatinib, Nilotinib, Selumetinib, and Tanespimycin were six effective drugs against the TNBC cell lines. We could identify potential derivates that may be used against approved drugs. Only one biomarker (SETD7) was sensitive to all six drugs on the shortlist, while two others (SRARP and YIPF5) were sensitive to both radiation and drugs. Furthermore, we did not find any radioresistance markers for the TNBC. The proposed biomarkers and drug sensitivity analysis will provide potential candidates for future clinical investigation.
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Affiliation(s)
- Aman Chandra Kaushik
- Center for Precision Health, School of Biomedical Informatics, The University of Texas Health Science Center at Houston, Houston, TX, United States
| | - Zhongming Zhao
- Center for Precision Health, School of Biomedical Informatics, The University of Texas Health Science Center at Houston, Houston, TX, United States
- Human Genetics Center, School of Public Health, The University of Texas Health Science Center at Houston, Houston, TX, United States
- MD Anderson Cancer Center, UTHealth Graduate School of Biomedical Sciences, Houston, TX, United States
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7
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Mojanaga OO, Acharya KR, Lloyd MD. Recombinant protein production for structural and kinetic studies: A case study using M. tuberculosis α-methylacyl-CoA racemase (MCR). Methods Enzymol 2023; 690:1-37. [PMID: 37858526 DOI: 10.1016/bs.mie.2023.07.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2023]
Abstract
Modern drug discovery is a target-driven approach in which a particular protein such as an enzyme is implicated in the disease process. Commonly, small-molecule drugs are identified using screening, rational design, and structural biology approaches. Drug screening, testing and optimization is typically conducted in vitro, and copious amounts of protein are required. The advent of recombinant DNA technologies has resulted in a rise in proteins purified by affinity techniques, typically by incorporating an "affinity tag" at the N- or C-terminus. Use of these tagged proteins and affinity techniques comes with a host of issues. This chapter describes the production of an untagged enzyme, α-methylacyl-CoA racemase (MCR) from Mycobacterium tuberculosis, using a recombinant E. coli system. Purification of the enzyme on a 100 mg scale using tandem anion-exchange chromatographies (DEAE-sepharose and RESOURCE-Q columns), and size-exclusion chromatographies is described. A modified protocol allowing the purification of cationic proteins is also described, based on tandem cation-exchange chromatographies (using CM-sepharose and RESOURCE-S columns) and size-exclusion chromatographies. The resulting MCR protein is suitable for biochemical and structural biology applications. The described protocols have wide applicability to the purification of other recombinant proteins and enzymes without using affinity chromatography.
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Affiliation(s)
- Otsile O Mojanaga
- Department of Life Sciences, University of Bath, Claverton Down, Bath, United Kingdom
| | - K Ravi Acharya
- Department of Life Sciences, University of Bath, Claverton Down, Bath, United Kingdom.
| | - Matthew D Lloyd
- Department of Life Sciences, University of Bath, Claverton Down, Bath, United Kingdom.
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8
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Hartung IV, Rudolph J, Mader MM, Mulder MPC, Workman P. Expanding Chemical Probe Space: Quality Criteria for Covalent and Degrader Probes. J Med Chem 2023; 66:9297-9312. [PMID: 37403870 PMCID: PMC10388296 DOI: 10.1021/acs.jmedchem.3c00550] [Citation(s) in RCA: 19] [Impact Index Per Article: 19.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2023] [Indexed: 07/06/2023]
Abstract
Within druggable target space, new small-molecule modalities, particularly covalent inhibitors and targeted degraders, have expanded the repertoire of medicinal chemists. Molecules with such modes of action have a large potential not only as drugs but also as chemical probes. Criteria have previously been established to describe the potency, selectivity, and properties of small-molecule probes that are qualified to enable the interrogation and validation of drug targets. These definitions have been tailored to reversibly acting modulators but fall short in their applicability to other modalities. While initial guidelines have been proposed, we delineate here a full set of criteria for the characterization of covalent, irreversible inhibitors as well as heterobifunctional degraders ("proteolysis-targeting chimeras", or PROTACs) and molecular glue degraders. We propose modified potency and selectivity criteria compared to those for reversible inhibitors. We discuss their relevance and highlight examples of suitable probe and pathfinder compounds.
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Affiliation(s)
- Ingo V. Hartung
- Medicinal
Chemistry, Global Research & Development, Merck Healthcare KGaA, 64293 Darmstadt, Germany
| | - Joachim Rudolph
- Discovery
Chemistry, Genentech, South San Francisco, California 94080, United States
| | - Mary M. Mader
- Molecular
Innovation, Indiana Biosciences Research
Institute, Indianapolis, Indiana 64202, United States
| | - Monique P. C. Mulder
- Department
of Cell and Chemical Biology, Leiden University
Medical Center, 2333 ZA Leiden, The Netherlands
| | - Paul Workman
- Centre
for Cancer Drug Discovery, The Institute
of Cancer Research, London, Sutton SM2 5NG, United Kingdom
- Chemical
Probes Portal, https://www.chemicalprobes.org/
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9
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Brooke H, Ghoshray M, Ibrahim A, Lloyd MD. Steady-state kinetic analysis of reversible enzyme inhibitors: A case study on calf intestine alkaline phosphatase. Methods Enzymol 2023; 690:39-84. [PMID: 37858536 DOI: 10.1016/bs.mie.2023.06.015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2023]
Abstract
Enzymes are important drug targets and inhibition of enzymatic activity is an important therapeutic strategy. Enzyme assays measuring catalytic activity are utilized in both the discovery and development of new drugs. Colorimetric assays based on the release of 4-nitrophenol from substrates are commonly used. 4-Nitrophenol is only partly ionized to 4-nitrophenolate under typical assay conditions (pH 7-9) leading to under-estimation of product formation rates due to the much lower extinction coefficient of 4-nitrophenol compared to 4-nitrophenolate. Determination of 4-nitrophenol pKa values based on absorbance at 405 nm as a function of experimental pH values is reported, allowing for calculation of a corrected extinction coefficient at the assay pH. Characterization of inhibitor properties using steady-state enzyme kinetics is demonstrated using calf intestine alkaline phosphatase and 4-nitrophenyl phosphate as substrate at pH ∼8.2. The following kinetic parameters were determined: Km= 40±3 µM; Vmax= 72.8±1.2 µmolmin-1mg protein-1; kcat= 9.70±0.16 s-1; kcat/Km= 2.44±0.16 × 105 M-1s-1 (mean± SEM, N = 4). Sodium orthovanadate and EDTA were used as model inhibitors and the following pIC50 values were measured using dose-response curves: 6.61±0.08 and 3.07±0.03 (mean±SEM, N = 4). Rapid dilution experiments determined that inhibition was reversible for sodium orthovanadate and irreversible for EDTA. A Ki value for orthovanadate of 51±8 nM (mean±SEM, N = 3) was determined. Finally, data analysis and statistical design of experiments are discussed.
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Affiliation(s)
- Henry Brooke
- Department of Life Sciences, University of Bath, Claverton Down, Bath, United Kingdom
| | - Meghna Ghoshray
- Department of Life Sciences, University of Bath, Claverton Down, Bath, United Kingdom
| | - Archad Ibrahim
- Department of Life Sciences, University of Bath, Claverton Down, Bath, United Kingdom
| | - Matthew D Lloyd
- Department of Life Sciences, University of Bath, Claverton Down, Bath, United Kingdom.
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10
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Atkinson BN, Willis NJ, Zhao Y, Patel C, Frew S, Costelloe K, Magno L, Svensson F, Jones EY, Fish PV. Designed switch from covalent to non-covalent inhibitors of carboxylesterase Notum activity. Eur J Med Chem 2023; 251:115132. [PMID: 36934521 PMCID: PMC10626578 DOI: 10.1016/j.ejmech.2023.115132] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2022] [Revised: 01/14/2023] [Accepted: 01/15/2023] [Indexed: 01/22/2023]
Abstract
N-Acyl indolines 4 are potent, non-covalent Notum inhibitors developed from a covalent virtual screening hit 2a. The lead compounds were simple to synthesise, achieved excellent potency in a biochemical Notum-OPTS assay and restored Wnt signalling in a cell-based TCF/LEF reporter assay. Multiple high resolution X-ray structures established a common binding mode of these inhibitors with the indoline bound centred in the palmiteolate pocket with key interactions being aromatic stacking and a water mediated hydrogen bond to the oxyanion hole. These N-acyl indolines 4 will be useful tools for use in vitro studies to investigate the role of Notum in disease models, especially when paired with a structurally related covalent inhibitor (e.g. 4w and 2a). Overall, this study highlights the designed switch from covalent to non-covalent Notum inhibitors and so illustrates a complementary approach for hit generation and target inhibition.
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Affiliation(s)
- Benjamin N Atkinson
- Alzheimer's Research UK UCL Drug Discovery Institute, University College London, The Cruciform Building, Gower Street, London, WC1E 6BT, UK
| | - Nicky J Willis
- Alzheimer's Research UK UCL Drug Discovery Institute, University College London, The Cruciform Building, Gower Street, London, WC1E 6BT, UK
| | - Yuguang Zhao
- Division of Structural Biology, Wellcome Centre for Human Genetics, University of Oxford, The Henry Wellcome Building for Genomic Medicine, Roosevelt Drive, Oxford, OX3 7BN, UK
| | - Chandni Patel
- Alzheimer's Research UK UCL Drug Discovery Institute, University College London, The Cruciform Building, Gower Street, London, WC1E 6BT, UK
| | - Sarah Frew
- Alzheimer's Research UK UCL Drug Discovery Institute, University College London, The Cruciform Building, Gower Street, London, WC1E 6BT, UK
| | - Kathryn Costelloe
- Alzheimer's Research UK UCL Drug Discovery Institute, University College London, The Cruciform Building, Gower Street, London, WC1E 6BT, UK
| | - Lorenza Magno
- Alzheimer's Research UK UCL Drug Discovery Institute, University College London, The Cruciform Building, Gower Street, London, WC1E 6BT, UK
| | - Fredrik Svensson
- Alzheimer's Research UK UCL Drug Discovery Institute, University College London, The Cruciform Building, Gower Street, London, WC1E 6BT, UK.
| | - E Yvonne Jones
- Division of Structural Biology, Wellcome Centre for Human Genetics, University of Oxford, The Henry Wellcome Building for Genomic Medicine, Roosevelt Drive, Oxford, OX3 7BN, UK
| | - Paul V Fish
- Alzheimer's Research UK UCL Drug Discovery Institute, University College London, The Cruciform Building, Gower Street, London, WC1E 6BT, UK
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11
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Mehmood A, Nawab S, Jin Y, Hassan H, Kaushik AC, Wei DQ. Ranking Breast Cancer Drugs and Biomarkers Identification Using Machine Learning and Pharmacogenomics. ACS Pharmacol Transl Sci 2023; 6:399-409. [PMID: 36926455 PMCID: PMC10012252 DOI: 10.1021/acsptsci.2c00212] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2022] [Indexed: 02/26/2023]
Abstract
Breast cancer is one of the major causes of death in women worldwide. It is a diverse illness with substantial intersubject heterogeneity, even among individuals with the same type of tumor, and customized therapy has become increasingly important in this sector. Because of the clinical and physical variability of different kinds of breast cancers, multiple staging and classification systems have been developed. As a result, these tumors exhibit a wide range of gene expression and prognostic indicators. To date, no comprehensive investigation of model training procedures on information from numerous cell line screenings has been conducted together with radiation data. We used human breast cancer cell lines and drug sensitivity information from Cancer Cell Line Encyclopedia (CCLE) and Genomics of Drug Sensitivity in Cancer (GDSC) databases to scan for potential drugs using cell line data. The results are further validated through three machine learning approaches: Elastic Net, LASSO, and Ridge. Next, we selected top-ranked biomarkers based on their role in breast cancer and tested them further for their resistance to radiation using the data from the Cleveland database. We have identified six drugs named Palbociclib, Panobinostat, PD-0325901, PLX4720, Selumetinib, and Tanespimycin that significantly perform on breast cancer cell lines. Also, five biomarkers named TNFSF15, DCAF6, KDM6A, PHETA2, and IFNGR1 are sensitive to all six shortlisted drugs and show sensitivity to the radiations. The proposed biomarkers and drug sensitivity analysis are helpful in translational cancer studies and provide valuable insights for clinical trial design.
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Affiliation(s)
- Aamir Mehmood
- Department
of Bioinformatics and Biological Statistics, School of Life Sciences
and Biotechnology, Shanghai Jiao Tong University, Shanghai 200240, P.R. China
| | - Sadia Nawab
- State
Key Laboratory of Microbial Metabolism and School of Life Sciences
and Biotechnology, Shanghai Jiao Tong University, 800 Dongchuan Road, Shanghai 200240, P.R. China
| | - Yifan Jin
- Department
of Bioinformatics and Biological Statistics, School of Life Sciences
and Biotechnology, Shanghai Jiao Tong University, Shanghai 200240, P.R. China
| | - Hesham Hassan
- Department
of Pathology, College of Medicine, King
Khalid University, Abha 61421, Saudi Arabia
- Department
of Pathology, Faculty of Medicine, Assiut
University, Assiut 71515, Egypt
| | - Aman Chandra Kaushik
- Department
of Bioinformatics and Biological Statistics, School of Life Sciences
and Biotechnology, Shanghai Jiao Tong University, Shanghai 200240, P.R. China
| | - Dong-Qing Wei
- State
Key Laboratory of Microbial Metabolism, Shanghai-Islamabad-Belgrade
Joint Innovation Center on Antibacterial Resistances, Joint International
Research Laboratory of Metabolic & Developmental Sciences and
School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai 200030, P.R. China
- Zhongjing
Research and Industrialization Institute of Chinese Medicine, Zhongguancun Scientific Park, Meixi, Nanyang, Henan 473006, P.R. China
- Peng
Cheng National Laboratory, Vanke Cloud City Phase I Building 8, Xili Street, Nanshan District, Shenzhen, Guangdong 518055, P.R. China
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12
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Toenjes ST, Heydari BS, Albright ST, Hazin R, Ortiz MA, Piedrafita FJ, Gustafson JL. Controlling Ibrutinib's Conformations about Its Heterobiaryl Axis to Increase BTK Selectivity. ACS Med Chem Lett 2023; 14:305-311. [PMID: 36923918 PMCID: PMC10009787 DOI: 10.1021/acsmedchemlett.2c00523] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2022] [Accepted: 02/07/2023] [Indexed: 02/16/2023] Open
Abstract
Ibrutinib is a covalent BTK inhibitor that is approved for several indications in oncology. Ibrutinib possesses significant off-target activities toward many kinases, often leading to adverse events in patients. While there have been robust medicinal chemistry efforts leading to more selective second-generation BTK inhibitors, there remains a need for new strategies to rapidly improve the selectivity of kinase inhibitors. An analysis of PDB data revealed that ibrutinib binds BTK in dihedral conformations that are orthogonal of ibrutinib's predicted low energy conformational range. Synthesis of a series of analogues with ground state conformations shifted toward orthogonality led to the discovery of an analogue with two incorporated ortho-methyl groups that possessed markedly increased BTK selectivity. This work suggests that conformational control about a prospective atropisomeric axis represents a strategy to rapidly program a compound's selectivity toward a given target.
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Affiliation(s)
- Sean T Toenjes
- Department of Chemistry and Biochemistry and Donald P. Shiley BioScience Center, San Diego State University, San Diego, California 92182-1030, United States
| | - Bahar S Heydari
- Department of Chemistry and Biochemistry and Donald P. Shiley BioScience Center, San Diego State University, San Diego, California 92182-1030, United States
| | - Samuel T Albright
- Department of Chemistry and Biochemistry and Donald P. Shiley BioScience Center, San Diego State University, San Diego, California 92182-1030, United States
| | - Ramsey Hazin
- Department of Chemistry and Biochemistry and Donald P. Shiley BioScience Center, San Diego State University, San Diego, California 92182-1030, United States
| | - Maria A Ortiz
- Department of Chemistry and Biochemistry and Donald P. Shiley BioScience Center, San Diego State University, San Diego, California 92182-1030, United States
| | - F Javier Piedrafita
- Department of Chemistry and Biochemistry and Donald P. Shiley BioScience Center, San Diego State University, San Diego, California 92182-1030, United States
| | - Jeffrey L Gustafson
- Department of Chemistry and Biochemistry and Donald P. Shiley BioScience Center, San Diego State University, San Diego, California 92182-1030, United States
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13
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Pseudo-irreversible butyrylcholinesterase inhibitors: Structure-activity relationships, computational and crystallographic study of the N-dialkyl O-arylcarbamate warhead. Eur J Med Chem 2023; 247:115048. [PMID: 36586299 DOI: 10.1016/j.ejmech.2022.115048] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2022] [Revised: 12/21/2022] [Accepted: 12/21/2022] [Indexed: 12/25/2022]
Abstract
Alongside reversible butyrylcholinesterase inhibitors, a plethora of covalent butyrylcholinesterase inhibitors have been reported in the literature, typically pseudo-irreversible carbamates. For these latter, however, most cases lack full confirmation of their covalent mode of action. Additionally, the available reports regarding the structure-activity relationships of the O-arylcarbamate warhead are incomplete. Therefore, a follow-up on a series of pseudo-irreversible covalent carbamate human butyrylcholinesterase inhibitors and the structure-activity relationships of the N-dialkyl O-arylcarbamate warhead are presented in this study. The covalent mechanism of binding was tested by IC50 time-dependency profiles, and sequentially and increasingly confirmed by kinetic analysis, whole protein LC-MS, and crystallographic analysis. Computational studies provided valuable insights into steric constraints and identified problematic, bulky carbamate warheads that cannot reach and carbamoylate the catalytic Ser198. Quantum mechanical calculations provided further evidence that steric effects appear to be a key factor in determining the covalent binding behaviour of these carbamate cholinesterase inhibitors and their duration of action. Additionally, the introduction of a clickable terminal alkyne moiety into one of the carbamate N-substituents and in situ derivatisation with azide-containing fluorophore enabled fluorescent labelling of plasma human butyrylcholinesterase. This proof-of-concept study highlights the potential of this novel approach and for these compounds to be further developed as clickable molecular probes for investigating tissue localisation and activity of cholinesterases.
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14
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Abstract
Covalent drugs have been used to treat diseases for more than a century, but tools that facilitate the rational design of covalent drugs have emerged more recently. The purposeful addition of reactive functional groups to existing ligands can enable potent and selective inhibition of target proteins, as demonstrated by the covalent epidermal growth factor receptor (EGFR) and Bruton's tyrosine kinase (BTK) inhibitors used to treat various cancers. Moreover, the identification of covalent ligands through 'electrophile-first' approaches has also led to the discovery of covalent drugs, such as covalent inhibitors for KRAS(G12C) and SARS-CoV-2 main protease. In particular, the discovery of KRAS(G12C) inhibitors validates the use of covalent screening technologies, which have become more powerful and widespread over the past decade. Chemoproteomics platforms have emerged to complement covalent ligand screening and assist in ligand discovery, selectivity profiling and target identification. This Review showcases covalent drug discovery milestones with emphasis on the lessons learned from these programmes and how an evolving toolbox of covalent drug discovery techniques facilitates success in this field.
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Affiliation(s)
- Lydia Boike
- Department of Chemistry, University of California, Berkeley, Berkeley, CA, USA
- Novartis-Berkeley Center for Proteomics and Chemistry Technologies, Berkeley, CA, USA
- Innovative Genomics Institute, Berkeley, CA, USA
| | - Nathaniel J Henning
- Department of Chemistry, University of California, Berkeley, Berkeley, CA, USA
- Novartis-Berkeley Center for Proteomics and Chemistry Technologies, Berkeley, CA, USA
- Innovative Genomics Institute, Berkeley, CA, USA
| | - Daniel K Nomura
- Department of Chemistry, University of California, Berkeley, Berkeley, CA, USA.
- Novartis-Berkeley Center for Proteomics and Chemistry Technologies, Berkeley, CA, USA.
- Innovative Genomics Institute, Berkeley, CA, USA.
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15
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Quantitative Measurements of Pharmacological and Toxicological Activity of Molecules. CHEMISTRY 2022. [DOI: 10.3390/chemistry4040097] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022] Open
Abstract
Toxicity and pharmacological activity scales of molecules, in particular toxicants, xenobiotics, drugs, nutraceuticals, etc., are described by multiples indicators, and the most popular is the median lethal dose (LD50). At the molecular level, reversible inhibition or binding constants provide unique information on the potential activity of molecules. The important problem concerning the meaningfulness of IC50 for irreversible ligands/inhibitors is emphasized. Definitions and principles for determination of these quantitative parameters are briefly introduced in this article. Special attention is devoted to the relationships between these indicators. Finally, different approaches making it possible to link pharmacological and toxicological properties of molecules in terms of molecular interactions (or chemical reactions) with their biological targets are briefly examined. Experimental trends for future high-throughput screening of active molecules are pointed out.
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16
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Grabrijan K, Hrast M, Proj M, Dolšak A, Zdovc I, Imre T, Petri L, Ábrányi-Balogh P, Keserű GM, Gobec S. Covalent inhibitors of bacterial peptidoglycan biosynthesis enzyme MurA with chloroacetamide warhead. Eur J Med Chem 2022; 243:114752. [PMID: 36126388 DOI: 10.1016/j.ejmech.2022.114752] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2022] [Revised: 09/05/2022] [Accepted: 09/05/2022] [Indexed: 11/04/2022]
Abstract
MurA (UDP-N-acetylglucosamine enolpyruvyl transferase) catalyzes the first committed step in the cytoplasmic part of peptidoglycan biosynthesis and is a validated target enzyme for antibacterial drug discovery; the inhibitor fosfomycin has been used clinically for decades. Like fosfomycin, most MurA inhibitors are small heterocyclic compounds that inhibit the enzyme by forming a covalent bond with the active site cysteine. The reactive chloroacetamide group was selected from a series of suitable electrophilic thiol-reactive warheads. The predominantly one-step synthesis led to the construction of the final library of 47 fragment-sized chloroacetamide compounds. Several new E. coli MurA inhibitors were identified, with the most potent compound having an IC50 value in the low micromolar range. The electrophilic reactivity of all chloroacetamide fragments in our library was evaluated by a high-throughput spectrophotometric assay using the reduced Ellman reagent as a surrogate for the cysteine thiol. LC-MS/MS experiments confirmed the covalent binding of the most potent inhibitor to Cys115 of the digested MurA enzyme. The covalent binding was further investigated by a biochemical time-dependent assay and a dilution assay, which confirmed the irreversible and time-dependent mode of action. The efficacy of chloroacetamide derivatives against MurA does not correlate with their thiol reactivity, making the active fragments valuable starting points for fragment-based development of new antibacterial agents targeting MurA.
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Affiliation(s)
- Katarina Grabrijan
- Faculty of Pharmacy, University of Ljubljana, Aškerčeva 7, 1000, Ljubljana, Slovenia.
| | - Martina Hrast
- Faculty of Pharmacy, University of Ljubljana, Aškerčeva 7, 1000, Ljubljana, Slovenia.
| | - Matic Proj
- Faculty of Pharmacy, University of Ljubljana, Aškerčeva 7, 1000, Ljubljana, Slovenia.
| | - Ana Dolšak
- Faculty of Pharmacy, University of Ljubljana, Aškerčeva 7, 1000, Ljubljana, Slovenia.
| | - Irena Zdovc
- Veterinary Faculty, University of Ljubljana, Gerbičeva 60, 1000, Ljubljana, Slovenia.
| | - Tímea Imre
- Medicinal Chemistry Research Group, Research Centre for Natural Sciences, Magyar tudósok krt. 2, H-1117, Budapest, Hungary; MS Proteomics Research Group, Research Centre for Natural Sciences, Magyar tudósok krt. 2, H-1117, Budapest, Hungary.
| | - László Petri
- Medicinal Chemistry Research Group, Research Centre for Natural Sciences, Magyar tudósok krt. 2, H-1117, Budapest, Hungary.
| | - Péter Ábrányi-Balogh
- Medicinal Chemistry Research Group, Research Centre for Natural Sciences, Magyar tudósok krt. 2, H-1117, Budapest, Hungary; Department of Organic Chemistry and Technology, Budapest University of Technology, Szt. Gellért tér 4., H-1117, Budapest, Hungary.
| | - György M Keserű
- Medicinal Chemistry Research Group, Research Centre for Natural Sciences, Magyar tudósok krt. 2, H-1117, Budapest, Hungary; Department of Organic Chemistry and Technology, Budapest University of Technology, Szt. Gellért tér 4., H-1117, Budapest, Hungary.
| | - Stanislav Gobec
- Faculty of Pharmacy, University of Ljubljana, Aškerčeva 7, 1000, Ljubljana, Slovenia.
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17
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Abstract
Covalent drugs have made a major impact on human health but until recently were shunned by the pharmaceutical industry over concerns about the potential for toxicity. A resurgence has occurred driven by the clinical success of targeted covalent inhibitors (TCIs), with eight drugs approved over the past decade. The opportunity to create unique drugs by exploiting the covalent mechanism of action has enabled clinically decisive target product profiles to be achieved. TCIs have revolutionized the treatment paradigm for non-small-cell lung cancer and chronic lymphocytic leukemia. This Perspective will highlight the clinical and financial success of this class of drugs and provide early insight into toxicity, a key factor that had hindered progress in the field. Further innovation in the TCI approach, including expanding beyond cysteine-directed electrophiles, kinases, and cancer, highlights the broad opportunity to deliver a new generation of breakthrough therapies.
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Affiliation(s)
- Juswinder Singh
- Ankaa Therapeutics, M2D2 Incubator, University of Massachusetts Medical School, 55 Lake Avenue North, Worcester, Massachusetts 01655, United States
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18
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From tryptophan-based amides to tertiary amines: Optimization of a butyrylcholinesterase inhibitor series. Eur J Med Chem 2022; 234:114248. [DOI: 10.1016/j.ejmech.2022.114248] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2022] [Revised: 02/20/2022] [Accepted: 02/28/2022] [Indexed: 12/29/2022]
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19
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Bai B, Belovodskiy A, Hena M, Kandadai AS, Joyce MA, Saffran HA, Shields JA, Khan MB, Arutyunova E, Lu J, Bajwa SK, Hockman D, Fischer C, Lamer T, Vuong W, van Belkum MJ, Gu Z, Lin F, Du Y, Xu J, Rahim M, Young HS, Vederas JC, Tyrrell DL, Lemieux MJ, Nieman JA. Peptidomimetic α-Acyloxymethylketone Warheads with Six-Membered Lactam P1 Glutamine Mimic: SARS-CoV-2 3CL Protease Inhibition, Coronavirus Antiviral Activity, and in Vitro Biological Stability. J Med Chem 2022; 65:2905-2925. [PMID: 34242027 PMCID: PMC8291138 DOI: 10.1021/acs.jmedchem.1c00616] [Citation(s) in RCA: 65] [Impact Index Per Article: 32.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2021] [Indexed: 12/11/2022]
Abstract
Recurring coronavirus outbreaks, such as the current COVID-19 pandemic, establish a necessity to develop direct-acting antivirals that can be readily administered and are active against a broad spectrum of coronaviruses. Described in this Article are novel α-acyloxymethylketone warhead peptidomimetic compounds with a six-membered lactam glutamine mimic in P1. Compounds with potent SARS-CoV-2 3CL protease and in vitro viral replication inhibition were identified with low cytotoxicity and good plasma and glutathione stability. Compounds 15e, 15h, and 15l displayed selectivity for SARS-CoV-2 3CL protease over CatB and CatS and superior in vitro SARS-CoV-2 antiviral replication inhibition compared with the reported peptidomimetic inhibitors with other warheads. The cocrystallization of 15l with SARS-CoV-2 3CL protease confirmed the formation of a covalent adduct. α-Acyloxymethylketone compounds also exhibited antiviral activity against an alphacoronavirus and non-SARS betacoronavirus strains with similar potency and a better selectivity index than remdesivir. These findings demonstrate the potential of the substituted heteroaromatic and aliphatic α-acyloxymethylketone warheads as coronavirus inhibitors, and the described results provide a basis for further optimization.
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Affiliation(s)
- Bing Bai
- Li Ka Shing Applied Virology Institute,
University of Alberta, Edmonton, Alberta T6G 2E1,
Canada
- Department of Medical Microbiology and Immunology,
University of Alberta, Edmonton, Alberta T6G 2E1,
Canada
| | - Alexandr Belovodskiy
- Li Ka Shing Applied Virology Institute,
University of Alberta, Edmonton, Alberta T6G 2E1,
Canada
- Department of Medical Microbiology and Immunology,
University of Alberta, Edmonton, Alberta T6G 2E1,
Canada
| | - Mostofa Hena
- Li Ka Shing Applied Virology Institute,
University of Alberta, Edmonton, Alberta T6G 2E1,
Canada
- Department of Medical Microbiology and Immunology,
University of Alberta, Edmonton, Alberta T6G 2E1,
Canada
| | - Appan Srinivas Kandadai
- Li Ka Shing Applied Virology Institute,
University of Alberta, Edmonton, Alberta T6G 2E1,
Canada
- Department of Medical Microbiology and Immunology,
University of Alberta, Edmonton, Alberta T6G 2E1,
Canada
| | - Michael A. Joyce
- Li Ka Shing Institute of Virology,
University of Alberta, Edmonton, Alberta T6G 2E1,
Canada
- Department of Medical Microbiology and Immunology,
University of Alberta, Edmonton, Alberta T6G 2E1,
Canada
| | - Holly A. Saffran
- Li Ka Shing Institute of Virology,
University of Alberta, Edmonton, Alberta T6G 2E1,
Canada
- Department of Medical Microbiology and Immunology,
University of Alberta, Edmonton, Alberta T6G 2E1,
Canada
| | - Justin A. Shields
- Li Ka Shing Institute of Virology,
University of Alberta, Edmonton, Alberta T6G 2E1,
Canada
- Department of Medical Microbiology and Immunology,
University of Alberta, Edmonton, Alberta T6G 2E1,
Canada
| | - Muhammad Bashir Khan
- Department of Biochemistry, University of
Alberta, Edmonton, Alberta T6G 2H7, Canada
| | - Elena Arutyunova
- Li Ka Shing Institute of Virology,
University of Alberta, Edmonton, Alberta T6G 2E1,
Canada
- Department of Biochemistry, University of
Alberta, Edmonton, Alberta T6G 2H7, Canada
| | - Jimmy Lu
- Li Ka Shing Institute of Virology,
University of Alberta, Edmonton, Alberta T6G 2E1,
Canada
- Department of Biochemistry, University of
Alberta, Edmonton, Alberta T6G 2H7, Canada
| | - Sardeev K. Bajwa
- Department of Biochemistry, University of
Alberta, Edmonton, Alberta T6G 2H7, Canada
| | - Darren Hockman
- Li Ka Shing Applied Virology Institute,
University of Alberta, Edmonton, Alberta T6G 2E1,
Canada
- Department of Medical Microbiology and Immunology,
University of Alberta, Edmonton, Alberta T6G 2E1,
Canada
| | - Conrad Fischer
- Department of Chemistry, University of
Alberta, Edmonton, Alberta T6G 2G2, Canada
| | - Tess Lamer
- Department of Chemistry, University of
Alberta, Edmonton, Alberta T6G 2G2, Canada
| | - Wayne Vuong
- Department of Chemistry, University of
Alberta, Edmonton, Alberta T6G 2G2, Canada
| | - Marco J. van Belkum
- Department of Chemistry, University of
Alberta, Edmonton, Alberta T6G 2G2, Canada
| | - Zhengxian Gu
- WuXi AppTec (Shanghai) Co., Ltd.,
G Warehouse #101, No. 10 Building, #227 Meisheng Road, WaiGaoQiao Free Trade Zone,
Shanghai 200131, China
| | - Fusen Lin
- WuXi AppTec (Shanghai) Co., Ltd.,
G Warehouse #101, No. 10 Building, #227 Meisheng Road, WaiGaoQiao Free Trade Zone,
Shanghai 200131, China
| | - Yanhua Du
- WuXi AppTec (Shanghai) Co., Ltd.,
G Warehouse #101, No. 10 Building, #227 Meisheng Road, WaiGaoQiao Free Trade Zone,
Shanghai 200131, China
| | - Jia Xu
- WuXi AppTec (Shanghai) Co., Ltd.,
G Warehouse #101, No. 10 Building, #227 Meisheng Road, WaiGaoQiao Free Trade Zone,
Shanghai 200131, China
| | - Mohammad Rahim
- Rane Pharmaceuticals, Inc.
4290 91a Street NW, Edmonton, Alberta T6E 5V2, Canada
| | - Howard S. Young
- Department of Biochemistry, University of
Alberta, Edmonton, Alberta T6G 2H7, Canada
| | - John C. Vederas
- Department of Chemistry, University of
Alberta, Edmonton, Alberta T6G 2G2, Canada
| | - D. Lorne Tyrrell
- Li Ka Shing Applied Virology Institute,
University of Alberta, Edmonton, Alberta T6G 2E1,
Canada
- Li Ka Shing Institute of Virology,
University of Alberta, Edmonton, Alberta T6G 2E1,
Canada
- Department of Medical Microbiology and Immunology,
University of Alberta, Edmonton, Alberta T6G 2E1,
Canada
| | - M. Joanne Lemieux
- Li Ka Shing Institute of Virology,
University of Alberta, Edmonton, Alberta T6G 2E1,
Canada
- Department of Biochemistry, University of
Alberta, Edmonton, Alberta T6G 2H7, Canada
| | - James A. Nieman
- Li Ka Shing Applied Virology Institute,
University of Alberta, Edmonton, Alberta T6G 2E1,
Canada
- Department of Medical Microbiology and Immunology,
University of Alberta, Edmonton, Alberta T6G 2E1,
Canada
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20
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Li KS, Quinn JG, Saabye MJ, Guerrero JFS, Nonomiya J, Lian Q, Phung W, Izrayelit Y, Walters BT, Gustafson A, Endres NF, Beresini MH, Mulvihill MM. High-Throughput Kinetic Characterization of Irreversible Covalent Inhibitors of KRASG12C by Intact Protein MS and Targeted MRM. Anal Chem 2022; 94:1230-1239. [DOI: 10.1021/acs.analchem.1c04463] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
Affiliation(s)
- Ke Sherry Li
- Biochemical and Cellular Pharmacology, Genentech, Inc., South San Francisco, California 94080, United States
| | - John G. Quinn
- Biochemical and Cellular Pharmacology, Genentech, Inc., South San Francisco, California 94080, United States
| | - Matthew J. Saabye
- Confluence, 4340 Duncan Avenue, Suite 400, St. Louis, Missouri 63110, United States
| | - Jesus F. Salcido Guerrero
- Biochemical and Cellular Pharmacology, Genentech, Inc., South San Francisco, California 94080, United States
| | - Jim Nonomiya
- Biochemical and Cellular Pharmacology, Genentech, Inc., South San Francisco, California 94080, United States
| | - Qihui Lian
- WuXi AppTec Co. Ltd., 288 Fute Zhong Road, Waigaoqiao Free Trade Zone, Shanghai 200131, China
| | - Wilson Phung
- Microchemistry, Proteomics and Lipidomics, Genentech Inc., South San Francisco, California 94080, United States
| | - Yevgeniy Izrayelit
- Biochemical and Cellular Pharmacology, Genentech, Inc., South San Francisco, California 94080, United States
| | - Benjamin T. Walters
- Biochemical and Cellular Pharmacology, Genentech, Inc., South San Francisco, California 94080, United States
| | - Amy Gustafson
- Biochemical and Cellular Pharmacology, Genentech, Inc., South San Francisco, California 94080, United States
| | - Nicholas F. Endres
- Biochemical and Cellular Pharmacology, Genentech, Inc., South San Francisco, California 94080, United States
| | - Maureen H. Beresini
- Biochemical and Cellular Pharmacology, Genentech, Inc., South San Francisco, California 94080, United States
| | - Melinda M. Mulvihill
- Biochemical and Cellular Pharmacology, Genentech, Inc., South San Francisco, California 94080, United States
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21
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Ma C, Xia Z, Sacco MD, Hu Y, Townsend JA, Meng X, Choza J, Tan H, Jang J, Gongora MV, Zhang X, Zhang F, Xiang Y, Marty MT, Chen Y, Wang J. Discovery of Di- and Trihaloacetamides as Covalent SARS-CoV-2 Main Protease Inhibitors with High Target Specificity. J Am Chem Soc 2021; 143:20697-20709. [PMID: 34860011 PMCID: PMC8672434 DOI: 10.1021/jacs.1c08060] [Citation(s) in RCA: 78] [Impact Index Per Article: 26.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2021] [Indexed: 12/17/2022]
Abstract
The main protease (Mpro) is a validated antiviral drug target of SARS-CoV-2. A number of Mpro inhibitors have now advanced to animal model study and human clinical trials. However, one issue yet to be addressed is the target selectivity over host proteases such as cathepsin L. In this study we describe the rational design of covalent SARS-CoV-2 Mpro inhibitors with novel cysteine reactive warheads including dichloroacetamide, dibromoacetamide, tribromoacetamide, 2-bromo-2,2-dichloroacetamide, and 2-chloro-2,2-dibromoacetamide. The promising lead candidates Jun9-62-2R (dichloroacetamide) and Jun9-88-6R (tribromoacetamide) had not only potent enzymatic inhibition and antiviral activity but also significantly improved target specificity over caplain and cathepsins. Compared to GC-376, these new compounds did not inhibit the host cysteine proteases including calpain I, cathepsin B, cathepsin K, cathepsin L, and caspase-3. To the best of our knowledge, they are among the most selective covalent Mpro inhibitors reported thus far. The cocrystal structures of SARS-CoV-2 Mpro with Jun9-62-2R and Jun9-57-3R reaffirmed our design hypothesis, showing that both compounds form a covalent adduct with the catalytic C145. Overall, these novel compounds represent valuable chemical probes for target validation and drug candidates for further development as SARS-CoV-2 antivirals.
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Affiliation(s)
- Chunlong Ma
- Department of Pharmacology and Toxicology, College of Pharmacy, The University of Arizona, Tucson, AZ, 85721, United States
| | - Zilei Xia
- Department of Pharmacology and Toxicology, College of Pharmacy, The University of Arizona, Tucson, AZ, 85721, United States
| | - Michael Dominic Sacco
- Department of Molecular Medicine, Morsani College of Medicine, University of South Florida, Tampa, FL, 33612, United States
| | - Yanmei Hu
- Department of Pharmacology and Toxicology, College of Pharmacy, The University of Arizona, Tucson, AZ, 85721, United States
| | - Julia Alma Townsend
- Department of Chemistry and Biochemistry, The University of Arizona, Tucson, AZ, 85721, United States
| | - Xiangzhi Meng
- Department of Microbiology, Immunology and Molecular Genetics, University of Texas Health Science Center at San Antonio, San Antonio, TX, 78229, United States
| | - Juliana Choza
- Department of Pharmacology and Toxicology, College of Pharmacy, The University of Arizona, Tucson, AZ, 85721, United States
| | - Haozhou Tan
- Department of Pharmacology and Toxicology, College of Pharmacy, The University of Arizona, Tucson, AZ, 85721, United States
| | - Janice Jang
- Department of Pharmacology and Toxicology, College of Pharmacy, The University of Arizona, Tucson, AZ, 85721, United States
| | - Maura V Gongora
- Department of Molecular Medicine, Morsani College of Medicine, University of South Florida, Tampa, FL, 33612, United States
| | - Xiujun Zhang
- Department of Molecular Medicine, Morsani College of Medicine, University of South Florida, Tampa, FL, 33612, United States
| | - Fushun Zhang
- Department of Microbiology, Immunology and Molecular Genetics, University of Texas Health Science Center at San Antonio, San Antonio, TX, 78229, United States
| | - Yan Xiang
- Department of Microbiology, Immunology and Molecular Genetics, University of Texas Health Science Center at San Antonio, San Antonio, TX, 78229, United States
| | - Michael Thomas Marty
- Department of Chemistry and Biochemistry, The University of Arizona, Tucson, AZ, 85721, United States
| | - Yu Chen
- Department of Molecular Medicine, Morsani College of Medicine, University of South Florida, Tampa, FL, 33612, United States
| | - Jun Wang
- Department of Pharmacology and Toxicology, College of Pharmacy, The University of Arizona, Tucson, AZ, 85721, United States
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22
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Ferlenghi F, Scalvini L, Vacondio F, Castelli R, Bozza N, Marseglia G, Rivara S, Lodola A, La Monica S, Minari R, Petronini PG, Alfieri R, Tiseo M, Mor M. A sulfonyl fluoride derivative inhibits EGFR L858R/T790M/C797S by covalent modification of the catalytic lysine. Eur J Med Chem 2021; 225:113786. [PMID: 34464874 DOI: 10.1016/j.ejmech.2021.113786] [Citation(s) in RCA: 28] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2021] [Revised: 08/13/2021] [Accepted: 08/15/2021] [Indexed: 10/20/2022]
Abstract
The emergence of the C797S mutation in EGFR is a frequent mechanism of resistance to osimertinib in the treatment of non-small cell lung cancer (NSCLC). In the present work, we report the design, synthesis and biochemical characterization of UPR1444 (compound 11), a new sulfonyl fluoride derivative which potently and irreversibly inhibits EGFRL858R/T790M/C797S through the formation of a sulfonamide bond with the catalytic residue Lys745. Enzymatic assays show that compound 11 displayed an inhibitory activity on EGFRWT comparable to that of osimertinib, and it resulted more selective than the sulfonyl fluoride probe XO44, recently reported to inhibit a significant part of the kinome. Neither compound 11 nor XO44 inhibited EGFRdel19/T790M/C797S triple mutant. When tested in Ba/F3 cells expressing EGFRL858R/T790M/C797S, compound 11 resulted significantly more potent than osimertinib at inhibiting both EGFR autophosphorylation and proliferation, even if the inhibition of EGFR autophosphorylation by compound 11 in Ba/F3 cells was not long lasting.
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Affiliation(s)
| | - Laura Scalvini
- Department of Food and Drug, University of Parma, Parma, Italy
| | | | | | - Nicole Bozza
- Department of Food and Drug, University of Parma, Parma, Italy
| | | | - Silvia Rivara
- Department of Food and Drug, University of Parma, Parma, Italy
| | - Alessio Lodola
- Department of Food and Drug, University of Parma, Parma, Italy.
| | - Silvia La Monica
- Department of Medicine and Surgery, University of Parma, Parma, Italy
| | - Roberta Minari
- Medical Oncology, University Hospital of Parma, Parma, Italy
| | | | - Roberta Alfieri
- Department of Medicine and Surgery, University of Parma, Parma, Italy
| | - Marcello Tiseo
- Department of Medicine and Surgery, University of Parma, Parma, Italy; Medical Oncology, University Hospital of Parma, Parma, Italy
| | - Marco Mor
- Department of Food and Drug, University of Parma, Parma, Italy
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23
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Zhou X, Feng X, Wang D, Chen D, Wu G, Yan Z, Lyu X, Wang H, Yang JM, Zhao Y. Synthesis and bioactivity studies of covalent inhibitors derived from (-)-Chaetominine. J Mol Struct 2021. [DOI: 10.1016/j.molstruc.2021.130694] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
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24
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Zhao Y, Svensson F, Steadman D, Frew S, Monaghan A, Bictash M, Moreira T, Chalk R, Lu W, Fish PV, Jones EY. Structural Insights into Notum Covalent Inhibition. J Med Chem 2021; 64:11354-11363. [PMID: 34292747 PMCID: PMC8365597 DOI: 10.1021/acs.jmedchem.1c00701] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2021] [Indexed: 12/28/2022]
Abstract
The carboxylesterase Notum hydrolyzes a palmitoleate moiety from Wingless/Integrated(Wnt) ligands and deactivates Wnt signaling. Notum inhibitors can restore Wnt signaling which may be of therapeutic benefit for pathologies such as osteoporosis and Alzheimer's disease. We report the identification of a novel class of covalent Notum inhibitors, 4-(indolin-1-yl)-4-oxobutanoate esters. High-resolution crystal structures of the Notum inhibitor complexes reveal a common covalent adduct formed between the nucleophile serine-232 and hydrolyzed butyric esters. The covalent interaction in solution was confirmed by mass spectrometry analysis. Inhibitory potencies vary depending on the warheads used. Mechanistically, the resulting acyl-enzyme intermediate carbonyl atom is positioned at an unfavorable angle for the approach of the active site water, which, combined with strong hydrophobic interactions with the enzyme pocket residues, hinders the intermediate from being further processed and results in covalent inhibition. These insights into Notum catalytic inhibition may guide development of more potent Notum inhibitors.
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Affiliation(s)
- Yuguang Zhao
- Division
of Structural Biology, Wellcome Centre for Human Genetics, University of Oxford, Oxford OX3 7BN, U.K.
| | - Fredrik Svensson
- Alzheimer’s
Research UK UCL Drug Discovery Institute, University College London, Cruciform Building, Gower Street, London WC1E 6BT, U.K.
| | - David Steadman
- Alzheimer’s
Research UK UCL Drug Discovery Institute, University College London, Cruciform Building, Gower Street, London WC1E 6BT, U.K.
| | - Sarah Frew
- Alzheimer’s
Research UK UCL Drug Discovery Institute, University College London, Cruciform Building, Gower Street, London WC1E 6BT, U.K.
| | - Amy Monaghan
- Alzheimer’s
Research UK UCL Drug Discovery Institute, University College London, Cruciform Building, Gower Street, London WC1E 6BT, U.K.
| | - Magda Bictash
- Alzheimer’s
Research UK UCL Drug Discovery Institute, University College London, Cruciform Building, Gower Street, London WC1E 6BT, U.K.
| | - Tiago Moreira
- Centre
for Medicines Discovery, University of Oxford, Oxford OX3 7DQ, U.K.
| | - Rod Chalk
- Centre
for Medicines Discovery, University of Oxford, Oxford OX3 7DQ, U.K.
| | - Weixian Lu
- Division
of Structural Biology, Wellcome Centre for Human Genetics, University of Oxford, Oxford OX3 7BN, U.K.
| | - Paul V. Fish
- Alzheimer’s
Research UK UCL Drug Discovery Institute, University College London, Cruciform Building, Gower Street, London WC1E 6BT, U.K.
| | - E. Yvonne Jones
- Division
of Structural Biology, Wellcome Centre for Human Genetics, University of Oxford, Oxford OX3 7BN, U.K.
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25
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Arutyunova E, Khan MB, Fischer C, Lu J, Lamer T, Vuong W, van Belkum MJ, McKay RT, Tyrrell DL, Vederas JC, Young HS, Lemieux MJ. N-Terminal Finger Stabilizes the S1 Pocket for the Reversible Feline Drug GC376 in the SARS-CoV-2 M pro Dimer. J Mol Biol 2021; 433:167003. [PMID: 33895266 PMCID: PMC8061786 DOI: 10.1016/j.jmb.2021.167003] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2021] [Revised: 04/07/2021] [Accepted: 04/13/2021] [Indexed: 12/24/2022]
Abstract
The main protease (Mpro, also known as 3CL protease) of SARS-CoV-2 is a high priority drug target in the development of antivirals to combat COVID-19 infections. A feline coronavirus antiviral drug, GC376, has been shown to be effective in inhibiting the SARS-CoV-2 main protease and live virus growth. As this drug moves into clinical trials, further characterization of GC376 with the main protease of coronaviruses is required to gain insight into the drug's properties, such as reversibility and broad specificity. Reversibility is an important factor for therapeutic proteolytic inhibitors to prevent toxicity due to off-target effects. Here we demonstrate that GC376 has nanomolar Ki values with the Mpro from both SARS-CoV-2 and SARS-CoV strains. Restoring enzymatic activity after inhibition by GC376 demonstrates reversible binding with both proteases. In addition, the stability and thermodynamic parameters of both proteases were studied to shed light on physical chemical properties of these viral enzymes, revealing higher stability for SARS-CoV-2 Mpro. The comparison of a new X-ray crystal structure of Mpro from SARS-CoV complexed with GC376 reveals similar molecular mechanism of inhibition compared to SARS-CoV-2 Mpro, and gives insight into the broad specificity properties of this drug. In both structures, we observe domain swapping of the N-termini in the dimer of the Mpro, which facilitates coordination of the drug's P1 position. These results validate that GC376 is a drug with an off-rate suitable for clinical trials.
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Affiliation(s)
- Elena Arutyunova
- Department of Biochemistry, Faculty of Medicine and Dentistry, Membrane Protein Disease Research Group, University of Alberta, Edmonton T6G 2R3, Alberta, Canada; Li Ka Shing Institute of Virology, Faculty of Medicine and Dentistry, University of Alberta, Edmonton T6G 2E1, Alberta, Canada
| | - Muhammad Bashir Khan
- Department of Biochemistry, Faculty of Medicine and Dentistry, Membrane Protein Disease Research Group, University of Alberta, Edmonton T6G 2R3, Alberta, Canada
| | - Conrad Fischer
- Department of Chemistry, Faculty of Science, University of Alberta, Edmonton T6G 2G2, Alberta, Canada
| | - Jimmy Lu
- Department of Biochemistry, Faculty of Medicine and Dentistry, Membrane Protein Disease Research Group, University of Alberta, Edmonton T6G 2R3, Alberta, Canada; Li Ka Shing Institute of Virology, Faculty of Medicine and Dentistry, University of Alberta, Edmonton T6G 2E1, Alberta, Canada
| | - Tess Lamer
- Department of Chemistry, Faculty of Science, University of Alberta, Edmonton T6G 2G2, Alberta, Canada
| | - Wayne Vuong
- Department of Chemistry, Faculty of Science, University of Alberta, Edmonton T6G 2G2, Alberta, Canada
| | - Marco J van Belkum
- Department of Chemistry, Faculty of Science, University of Alberta, Edmonton T6G 2G2, Alberta, Canada
| | - Ryan T McKay
- Department of Chemistry, Faculty of Science, University of Alberta, Edmonton T6G 2G2, Alberta, Canada
| | - D Lorne Tyrrell
- Department of Medical Microbiology and Immunology, Faculty of Medicine and Dentistry, University of Alberta, Edmonton T6G 2E1, Alberta, Canada; Li Ka Shing Institute of Virology, Faculty of Medicine and Dentistry, University of Alberta, Edmonton T6G 2E1, Alberta, Canada
| | - John C Vederas
- Department of Chemistry, Faculty of Science, University of Alberta, Edmonton T6G 2G2, Alberta, Canada
| | - Howard S Young
- Department of Biochemistry, Faculty of Medicine and Dentistry, Membrane Protein Disease Research Group, University of Alberta, Edmonton T6G 2R3, Alberta, Canada.
| | - M Joanne Lemieux
- Department of Biochemistry, Faculty of Medicine and Dentistry, Membrane Protein Disease Research Group, University of Alberta, Edmonton T6G 2R3, Alberta, Canada; Li Ka Shing Institute of Virology, Faculty of Medicine and Dentistry, University of Alberta, Edmonton T6G 2E1, Alberta, Canada.
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