1
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Konsue A, Lamtha T, Gleeson D, Jones DJL, Britton RG, Pickering JD, Choowongkomon K, Gleeson MP. Design, preparation and biological evaluation of new Rociletinib-inspired analogs as irreversible EGFR inhibitors to treat non-small-cell-lung cancer. Bioorg Med Chem 2024; 113:117906. [PMID: 39299082 DOI: 10.1016/j.bmc.2024.117906] [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] [Received: 07/26/2024] [Revised: 08/30/2024] [Accepted: 08/31/2024] [Indexed: 09/22/2024]
Abstract
Epidermal growth factor receptor (EGFR) kinase has been implicated in the uncontrolled cell growth associated with non-small cell lung cancer (NSCLC). This has prompted the development of 3 generations of EGFR inhibitors over the last 2 decades due to the rapid development of drug resistance issues caused by clinical mutations, including T790M, L858R and the double mutant T790M & L858R. In this work we report the design, preparation and biological assessment of new irreversible 2,4-diaminopyrimidine-based inhibitors of EGFR kinase. Twenty new compounds have been prepared and evaluated which incorporate a range of electrophilic moieties. These include acrylamide, 2-chloroacetamide and (2E)-3-phenylprop-2-enamide, to allow reaction with residue Cys797. In addition, more polar groups have been incorporated to provide a better balance of physical properties than clinical candidate Rociletinib. Inhibitory activities against EGFR wildtype (WT) and EGFR T790M & L858R have been evaluated along with cytotoxicity against EGFR-overexpressing (A549, A431) and normal cell lines (HepG2). Selectivity against JAK3 kinase as well as physicochemical properties determination (logD7.4 and phosphate buffer solubility) have been used to profile the compounds. We have identified 20, 21 and 23 as potent mutant EGFR inhibitors (≤20 nM), with comparable or better selectivity over WT EGFR, and lower activity at JAK3, than Osimertinib or Rociletinib. Compounds 21 displayed the best combination of EGFR mutant activity, JAK3 selectivity, cellular activity and physicochemical properties. Finally, kinetic studies on 21 were performed, confirming a covalent mechanism of action at EGFR.
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Affiliation(s)
- Adchata Konsue
- Department of Biomedical Engineering, School of Engineering, King Mongkut's Institute of Technology Ladkrabang, Bangkok 10520, Thailand
| | - Thomanai Lamtha
- Department of Biochemistry, Faculty of Science, Kasetsart University, Bangkok 10900, Thailand
| | - Duangkamol Gleeson
- Department of Chemistry & Applied Computational Chemistry Research Unit, School of Science, King Mongkut's Institute of Technology Ladkrabang, Bangkok 10520, Thailand
| | - Donald J L Jones
- Leicester Cancer Research Centre, University of Leicester, Leicester LE1 7RH, United Kingdom
| | - Robert G Britton
- Leicester Cancer Research Centre, University of Leicester, Leicester LE1 7RH, United Kingdom
| | - James D Pickering
- School of Chemistry, University of Leicester, Leicester LE1 7RH, United Kingdom
| | - Kiattawee Choowongkomon
- Department of Biochemistry, Faculty of Science, Kasetsart University, Bangkok 10900, Thailand
| | - M Paul Gleeson
- Department of Biomedical Engineering, School of Engineering, King Mongkut's Institute of Technology Ladkrabang, Bangkok 10520, Thailand.
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2
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Lucas SCC, Blackwell JH, Börjesson U, Hargreaves D, Milbradt AG, Ahmed S, Bostock MJ, Guerot C, Gohlke A, Kinzel O, Lamb ML, Selmi N, Stubbs CJ, Su N, Su Q, Luo H, Xiong T, Zuo X, Bazzaz S, Bienstock C, Centrella PA, Denton KE, Gikunju D, Guié MA, Guilinger JP, Hupp C, Keefe AD, Satoh T, Zhang Y, Rivers EL. Identification and Evaluation of Reversible Covalent Binders to Cys55 of Bfl-1 from a DNA-Encoded Chemical Library Screen. ACS Med Chem Lett 2024; 15:791-797. [PMID: 38894895 PMCID: PMC11181504 DOI: 10.1021/acsmedchemlett.4c00113] [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: 03/07/2024] [Revised: 05/02/2024] [Accepted: 05/16/2024] [Indexed: 06/21/2024] Open
Abstract
Bfl-1 is overexpressed in both hematological and solid tumors; therefore, inhibitors of Bfl-1 are highly desirable. A DNA-encoded chemical library (DEL) screen against Bfl-1 identified the first known reversible covalent small-molecule ligand for Bfl-1. The binding was validated through biophysical and biochemical techniques, which confirmed the reversible covalent mechanism of action and pointed to binding through Cys55. This represented the first identification of a cyano-acrylamide reversible covalent compound from a DEL screen and highlights further opportunities for covalent drug discovery through DEL screening. A 10-fold improvement in potency was achieved through a systematic SAR exploration of the hit. The more potent analogue compound 13 was successfully cocrystallized in Bfl-1, revealing the binding mode and providing further evidence of a covalent interaction with Cys55.
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Affiliation(s)
- Simon C. C. Lucas
- Hit
Discovery, Discovery Sciences, R&D, AstraZeneca, Cambridge CB2 0AA, U.K.
| | - J. Henry Blackwell
- Hit
Discovery, Discovery Sciences, R&D, AstraZeneca, Cambridge CB2 0AA, U.K.
| | - Ulf Börjesson
- Hit
Discovery, Discovery Sciences, R&D, AstraZeneca, Gothenburg SE-431 83, Sweden
| | - David Hargreaves
- Mechanistic
and Structural Biology, Discovery Sciences, R&DAstraZeneca, Cambridge CB2 0AA, U.K.
| | - Alexander G. Milbradt
- Mechanistic
and Structural Biology, Discovery Sciences, R&DAstraZeneca, Cambridge CB2 0AA, U.K.
| | - Samiyah Ahmed
- Discovery
Biology, Discovery Sciences, R&DAstraZeneca, Cambridge CB2 0AA, U.K.
| | - Mark J. Bostock
- Mechanistic
and Structural Biology, Discovery Sciences, R&DAstraZeneca, Cambridge CB2 0AA, U.K.
| | - Carine Guerot
- Medicinal
Chemistry, Oncology, R&D, AstraZeneca, Cambridge CB2 0AA, U.K.
| | - Andrea Gohlke
- Mechanistic
and Structural Biology, Discovery Sciences, R&DAstraZeneca, Cambridge CB2 0AA, U.K.
| | - Olaf Kinzel
- Medicinal
Chemistry, Oncology, R&D, Acerta B.V.,
a member of the AstraZeneca Group, Oss 5349, The Netherlands
| | - Michelle L. Lamb
- Medicinal
Chemistry, Oncology, R&D, AstraZeneca, Waltham, Massachusetts 02451, United States
| | - Nidhal Selmi
- Compound
Synthesis and Management, Discovery Sciences, R&D, AstraZeneca, Gothenburg SE-431 83, Sweden
| | - Christopher J. Stubbs
- Mechanistic
and Structural Biology, Discovery Sciences, R&DAstraZeneca, Cambridge CB2 0AA, U.K.
| | - Nancy Su
- Mechanistic
and Structural Biology, Discovery Sciences, R&D, AstraZeneca, Waltham, Massachusetts 02451, United States
| | - Qibin Su
- Medicinal
Chemistry, Oncology, R&D, AstraZeneca, Waltham, Massachusetts 02451, United States
| | - Haiou Luo
- Pharmaron Beijing Co., Ltd., Beijing 100176, P. R. China
| | - Ting Xiong
- Pharmaron Beijing Co., Ltd., Beijing 100176, P. R. China
| | - Xiaoqian Zuo
- Pharmaron Beijing Co., Ltd., Beijing 100176, P. R. China
| | - Sana Bazzaz
- X-Chem Inc., Waltham, Massachusetts 02453, United States
| | | | | | - Kyle E. Denton
- X-Chem Inc., Waltham, Massachusetts 02453, United States
| | - Diana Gikunju
- X-Chem Inc., Waltham, Massachusetts 02453, United States
| | | | | | | | | | - Takashi Satoh
- X-Chem Inc., Waltham, Massachusetts 02453, United States
| | - Ying Zhang
- X-Chem Inc., Waltham, Massachusetts 02453, United States
| | - Emma L. Rivers
- Hit
Discovery, Discovery Sciences, R&D, AstraZeneca, Cambridge CB2 0AA, U.K.
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3
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Alboreggia G, Udompholkul P, Baggio C, Muzzarelli K, Assar Z, Pellecchia M. Histidine-Covalent Stapled Alpha-Helical Peptides Targeting hMcl-1. J Med Chem 2024; 67:8172-8185. [PMID: 38695666 PMCID: PMC11129181 DOI: 10.1021/acs.jmedchem.4c00277] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2024] [Revised: 03/28/2024] [Accepted: 04/24/2024] [Indexed: 05/24/2024]
Abstract
Several novel and effective cysteine targeting (Cys) covalent drugs are in clinical use. However, the target area containing a druggable Cys residue is limited. Therefore, methods for creating covalent drugs that target different residues are being looked for; examples of such ligands include those that target the residues lysine (Lys) and tyrosine (Tyr). Though the histidine (His) side chain is more frequently found in protein binding locations and has higher desirable nucleophilicity, surprisingly limited research has been done to specifically target this residue, and there are not many examples of His-targeting ligands that have been rationally designed. In the current work, we created novel stapled peptides that are intended to target hMcl-1 His 252 covalently. We describe the in vitro (biochemical, NMR, and X-ray) and cellular design and characterization of such agents. Our findings further suggest that the use of electrophiles to specifically target His residues is warranted.
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Affiliation(s)
- Giulia Alboreggia
- Division
of Biomedical Sciences, School of Medicine, University of California Riverside, 900 University Avenue, Riverside, California 92521, United States
| | - Parima Udompholkul
- Division
of Biomedical Sciences, School of Medicine, University of California Riverside, 900 University Avenue, Riverside, California 92521, United States
| | - Carlo Baggio
- Division
of Biomedical Sciences, School of Medicine, University of California Riverside, 900 University Avenue, Riverside, California 92521, United States
| | - Kendall Muzzarelli
- Cayman
Chemical Co., 1180 E. Ellsworth road, Ann Arbor, Michigan 48108, United States
| | - Zahra Assar
- Cayman
Chemical Co., 1180 E. Ellsworth road, Ann Arbor, Michigan 48108, United States
| | - Maurizio Pellecchia
- Division
of Biomedical Sciences, School of Medicine, University of California Riverside, 900 University Avenue, Riverside, California 92521, United States
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4
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Duan L, Chu C, Huang X, Yao H, Wen J, Chen R, Wang C, Tu Y, Lv Q, Pan Q, Xu S. Rational design and synthesis of 2,4-dichloro-6-methyl pyrimidine derivatives as potential selective EGFR T790M/L858R inhibitors for the treatment of non-small cell lung cancer. Arch Pharm (Weinheim) 2024; 357:e2300736. [PMID: 38381049 DOI: 10.1002/ardp.202300736] [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: 12/14/2023] [Revised: 01/19/2024] [Accepted: 01/22/2024] [Indexed: 02/22/2024]
Abstract
Many patients with non-small cell lung cancer (NSCLC) initially benefit from epidermal growth factor receptor (EGFR) targeted therapy. Unfortunately, varying degrees of resistance or side effects eventually develop. Overcoming and preventing the resistance and side effects of EGFR inhibitors has become a hot topic of research today. Based on the previous studies on AZD-9291, we designed and synthesized two series of 2,4-dichloro-6-methylpyrimidine derivatives, 19 compounds in total, as potential inhibitors of the EGFR kinase. The most promising compound, L-18, showed better inhibitory activity (81.9%) and selectivity against EGFRT790M/L858R kinase. In addition, L-18 showed strong antiproliferative activity against H1975 cells with an IC50 value of 0.65 ± 0.06 μM and no toxicity to normal cells (LO-2). L-18 was able to dose-dependently induce the apoptosis of H1975 cells and produced a cell-cycle-blocking effect, and it can also dose-dependently inhibit the migration and invasion of H1975 cells. L-18 also showed in vivo anticancer efficacy in H1975 cells xenograft mice. We also performed a series of in vivo and in vitro toxicological evaluations of compound L-18, which did not cause obvious injury in mice during administration. These results suggest that L-18 may be a promising drug candidate that warrants further investigation.
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Affiliation(s)
- Lei Duan
- Jiangxi Provincial Key Laboratory of Drug Design and Evaluation, Jiangxi Science & Technology Normal University, Nanchang, Jiangxi, China
| | - Cilong Chu
- Jiangxi Provincial Key Laboratory of Drug Design and Evaluation, Jiangxi Science & Technology Normal University, Nanchang, Jiangxi, China
| | - Xiaoling Huang
- Jiangxi Provincial Key Laboratory of Drug Design and Evaluation, Jiangxi Science & Technology Normal University, Nanchang, Jiangxi, China
| | - Huizhi Yao
- Jiangxi Provincial Key Laboratory of Drug Design and Evaluation, Jiangxi Science & Technology Normal University, Nanchang, Jiangxi, China
| | - Jie Wen
- Jiangxi Provincial Key Laboratory of Drug Design and Evaluation, Jiangxi Science & Technology Normal University, Nanchang, Jiangxi, China
| | - Rui Chen
- Jiangxi Provincial Key Laboratory of Drug Design and Evaluation, Jiangxi Science & Technology Normal University, Nanchang, Jiangxi, China
| | - Caolin Wang
- School of Pharmacy, East China University of Science & Technology, Shanghai, China
| | - Yuanbiao Tu
- Cancer Research Center, Jangxi University of Traditional Chinese Medicine, Nanchang, China
| | - Qiaoli Lv
- Jiangxi Key Laboratory of Translational Cancer Research, Jiangxi Cancer Hospital, Nanchang, Jiangxi, People's Republic of China
| | - Qingshan Pan
- Jiangxi Provincial Key Laboratory of Drug Design and Evaluation, Jiangxi Science & Technology Normal University, Nanchang, Jiangxi, China
| | - Shan Xu
- Jiangxi Provincial Key Laboratory of Drug Design and Evaluation, Jiangxi Science & Technology Normal University, Nanchang, Jiangxi, China
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5
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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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6
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Anchoori RK, Anchoori V, Lam B, Tseng SH, Das S, Velasquez FC, Karanam B, Poddatoori D, Patnam R, Rudek MA, Chang YN, Roden RBS. Development and anticancer properties of Up284, a spirocyclic candidate ADRM1/RPN13 inhibitor. PLoS One 2023; 18:e0285221. [PMID: 37315065 PMCID: PMC10266688 DOI: 10.1371/journal.pone.0285221] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2022] [Accepted: 04/03/2023] [Indexed: 06/16/2023] Open
Abstract
Bortezomib has been successful for treatment of multiple myeloma, but not against solid tumors, and toxicities of neuropathy, thrombocytopenia and the emergence of resistance have triggered efforts to find alternative proteasome inhibitors. Bis-benzylidine piperidones such as RA190 covalently bind ADRM1/RPN13, a ubiquitin receptor that supports recognition of polyubiquitinated substrates of the proteasome and their subsequent deububiqutination and degradation. While these candidate RPN13 inhibitors (iRPN13) show promising anticancer activity in mouse models of cancer, they have suboptimal drug-like properties. Here we describe Up284, a novel candidate iRPN13 possessing a central spiro-carbon ring in place of RA190's problematic piperidone core. Cell lines derived from diverse cancer types (ovarian, triple negative breast, colon, cervical and prostate cancers, multiple myeloma and glioblastoma) were sensitive to Up284, including several lines resistant to bortezomib or cisplatin. Up284 and cisplatin showed synergistic cytotoxicity in vitro. Up284-induced cytotoxicity was associated with mitochondrial dysfunction, elevated levels of reactive oxygen species, accumulation of very high molecular weight polyubiquitinated protein aggregates, an unfolded protein response and the early onset of apoptosis. Up284 and RA190, but not bortezomib, enhanced antigen presentation in vitro. Up284 cleared from plasma in a few hours and accumulated in major organs by 24 h. A single dose of Up284, when administered to mice intra peritoneally or orally, inhibited proteasome function in both muscle and tumor for >48 h. Up284 was well tolerated by mice in repeat dose studies. Up284 demonstrated therapeutic activity in xenograft, syngeneic and genetically-engineered murine models of ovarian cancer.
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Affiliation(s)
- Ravi K. Anchoori
- Department of Oncology, Johns Hopkins University, Baltimore, MD, United States of America
- Department of Pathology, Johns Hopkins University, Baltimore, MD, United States of America
- Up Therapeutics LLC, Frederick, MD, United States of America
| | - Vidyasagar Anchoori
- Up Therapeutics LLC, Frederick, MD, United States of America
- SV Chem Biotech, Edmonton, AB, Canada
| | - Brandon Lam
- Department of Pathology, Johns Hopkins University, Baltimore, MD, United States of America
| | - Ssu-Hsueh Tseng
- Department of Pathology, Johns Hopkins University, Baltimore, MD, United States of America
| | - Samarjit Das
- Department of Anesthesiology and Critical Care Medicine, The Johns Hopkins University, Baltimore, Maryland, United States of America
| | - Fernanda Carrizo Velasquez
- Department of Anesthesiology and Critical Care Medicine, The Johns Hopkins University, Baltimore, Maryland, United States of America
| | - Balasubramanyam Karanam
- Department of Biology and Center for Cancer Research, Tuskegee University, Tuskegee, Alabama, United States of America
| | | | - Ramesh Patnam
- Prochem Organics, IDA Pashamylaram, Isnapur, Medak, Telangana, India
| | - Michelle A. Rudek
- Department of Oncology, Johns Hopkins University, Baltimore, MD, United States of America
- Department of Medicine, Johns Hopkins University, Baltimore, MD, United States of America
| | - Yung-Nien Chang
- Up Therapeutics LLC, Frederick, MD, United States of America
| | - Richard B. S. Roden
- Department of Oncology, Johns Hopkins University, Baltimore, MD, United States of America
- Department of Pathology, Johns Hopkins University, Baltimore, MD, United States of America
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7
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Udompholkul P, Garza-Granados A, Alboreggia G, Baggio C, McGuire J, Pegan SD, Pellecchia M. Characterization of a Potent and Orally Bioavailable Lys-Covalent Inhibitor of Apoptosis Protein (IAP) Antagonist. J Med Chem 2023. [PMID: 37262387 DOI: 10.1021/acs.jmedchem.3c00467] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/03/2023]
Abstract
We have recently reported on the use of aryl-fluorosulfates in designing water- and plasma-stable agents that covalently target Lys, Tyr, or His residues in the BIR3 domain of the inhibitor of the apoptosis protein (IAP) family. Here, we report further structural, cellular, and pharmacological characterizations of this agent, including the high-resolution structure of the complex between the Lys-covalent agent and its target, the BIR3 domain of X-linked IAP (XIAP). We also compared the cellular efficacy of the agent in two-dimensional (2D) and three-dimensional (3D) cell cultures, side by side with the clinical candidate reversible IAP inhibitor LCL161. Finally, in vivo pharmacokinetic studies indicated that the agent was long-lived and orally bioavailable. Collectively our data further corroborate that aryl-fluorosulfates, when incorporated correctly in a ligand, can result in Lys-covalent agents with pharmacodynamic and pharmacokinetic properties that warrant their use in the design of pharmacological probes or even therapeutics.
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Affiliation(s)
- Parima Udompholkul
- Division of Biomedical Sciences, School of Medicine, University of California, Riverside, 900 University Avenue, Riverside, California 92521, United States
| | - Ana Garza-Granados
- Division of Biomedical Sciences, School of Medicine, University of California, Riverside, 900 University Avenue, Riverside, California 92521, United States
| | - Giulia Alboreggia
- Division of Biomedical Sciences, School of Medicine, University of California, Riverside, 900 University Avenue, Riverside, California 92521, United States
| | - Carlo Baggio
- Division of Biomedical Sciences, School of Medicine, University of California, Riverside, 900 University Avenue, Riverside, California 92521, United States
| | - Jack McGuire
- Division of Biomedical Sciences, School of Medicine, University of California, Riverside, 900 University Avenue, Riverside, California 92521, United States
| | - Scott D Pegan
- Division of Biomedical Sciences, School of Medicine, University of California, Riverside, 900 University Avenue, Riverside, California 92521, United States
| | - Maurizio Pellecchia
- Division of Biomedical Sciences, School of Medicine, University of California, Riverside, 900 University Avenue, Riverside, California 92521, United States
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8
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Mons E, Kim RQ, Mulder MPC. Technologies for Direct Detection of Covalent Protein-Drug Adducts. Pharmaceuticals (Basel) 2023; 16:547. [PMID: 37111304 PMCID: PMC10146396 DOI: 10.3390/ph16040547] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2023] [Revised: 03/29/2023] [Accepted: 04/03/2023] [Indexed: 04/08/2023] Open
Abstract
In the past two decades, drug candidates with a covalent binding mode have gained the interest of medicinal chemists, as several covalent anticancer drugs have successfully reached the clinic. As a covalent binding mode changes the relevant parameters to rank inhibitor potency and investigate structure-activity relationship (SAR), it is important to gather experimental evidence on the existence of a covalent protein-drug adduct. In this work, we review established methods and technologies for the direct detection of a covalent protein-drug adduct, illustrated with examples from (recent) drug development endeavors. These technologies include subjecting covalent drug candidates to mass spectrometric (MS) analysis, protein crystallography, or monitoring intrinsic spectroscopic properties of the ligand upon covalent adduct formation. Alternatively, chemical modification of the covalent ligand is required to detect covalent adducts by NMR analysis or activity-based protein profiling (ABPP). Some techniques are more informative than others and can also elucidate the modified amino acid residue or bond layout. We will discuss the compatibility of these techniques with reversible covalent binding modes and the possibilities to evaluate reversibility or obtain kinetic parameters. Finally, we expand upon current challenges and future applications. Overall, these analytical techniques present an integral part of covalent drug development in this exciting new era of drug discovery.
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Affiliation(s)
- Elma Mons
- Department of Cell and Chemical Biology, Leiden University Medical Center, 2300 RC Leiden, The Netherlands; (E.M.)
- Institute of Biology Leiden, Leiden University, 2333 BE Leiden, The Netherlands
| | - Robbert Q. Kim
- Department of Cell and Chemical Biology, Leiden University Medical Center, 2300 RC Leiden, The Netherlands; (E.M.)
| | - Monique P. C. Mulder
- Department of Cell and Chemical Biology, Leiden University Medical Center, 2300 RC Leiden, The Netherlands; (E.M.)
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9
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Anandu KR, Jayan AP, Aneesh TP, Saiprabha VN. Pyrimidine derivatives as EGFR tyrosine kinase inhibitors in NSCLC: - A comprehensive review. Chem Biol Drug Des 2022; 100:599-621. [PMID: 35883248 DOI: 10.1111/cbdd.14124] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2022] [Revised: 07/11/2022] [Accepted: 07/17/2022] [Indexed: 11/30/2022]
Abstract
EGFR positive NSCLC due to primary mutation (EGFR DEL19 & L858R) has been recognized as a crucial mediator of tumor progression. This led to the development and approval of EGFR tyrosine kinase inhibitors which addresses EGFR mediated NSCLC but fail to show potency after initial months of therapy due to acquired resistance (EGFR T790M, EGFR C797S). Extensive research allowed identification of drugs for EGFR positive NSCLC, wherein the majority of compounds have a pyrimidine substructure offering marked therapeutic benefits compared to chemotherapy. This current review outlines the diverse pyrimidine derivatives with amino-linked and fused pyrimidine scaffolds such as furo-pyrimidine, pyrimido-pyrimidine, thieno-pyrimidine, highlighting pyrimidine EGFR TK inhibitors reported in research emphasizing structural aspects, design approaches, inhibition potential. selectivity profile towards mutant EGFR conveyed through biological evaluation studies. Furthermore, mentioning the in-silico interaction profile of synthesized compounds for evaluating the binding affinity with key amino acids. The epilogue of review focuses on the recent research that drives forward to aid in the discovery and development of substituted amino and fused scaffolds of pyrimidine that can counteract the mutations and effectively manage EGFR positive NSCLC.
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Affiliation(s)
- K R Anandu
- Amrita School of Pharmacy, AIMS Health Sciences Campus, Amrita Vishwa Vidyapeetham, Kochi, Kerala, 682041, India
| | - Ajay P Jayan
- Amrita School of Pharmacy, AIMS Health Sciences Campus, Amrita Vishwa Vidyapeetham, Kochi, Kerala, 682041, India
| | - T P Aneesh
- Amrita School of Pharmacy, AIMS Health Sciences Campus, Amrita Vishwa Vidyapeetham, Kochi, Kerala, 682041, India
| | - V N Saiprabha
- Amrita School of Pharmacy, AIMS Health Sciences Campus, Amrita Vishwa Vidyapeetham, Kochi, Kerala, 682041, India
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10
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Yadav TT, Moin Shaikh G, Kumar MS, Chintamaneni M, YC M. A Review on Fused Pyrimidine Systems as EGFR Inhibitors and Their Structure–Activity Relationship. Front Chem 2022; 10:861288. [PMID: 35769445 PMCID: PMC9234326 DOI: 10.3389/fchem.2022.861288] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2022] [Accepted: 04/28/2022] [Indexed: 01/05/2023] Open
Abstract
Epidermal growth factor receptor (EGFR) belongs to the family of tyrosine kinase that is activated when a specific ligand binds to it. The EGFR plays a vital role in the cellular proliferation process, differentiation, and apoptosis. In the case of cancer, EGFR undergoes uncontrolled auto-phosphorylation that results in increased cellular proliferation and decreased apoptosis, causing cancer promotion. From the literature, it shows that pyrimidine is one of the most commonly studied heterocycles for its antiproliferative activity against EGFR inhibition. The authors have collated some interesting results in the heterocycle-fused pyrimidines that have been studied using different cell lines (sensitive and mutational) and in animal models to determine their activity and potency. It is quite clear that the fused systems are highly effective in inhibiting EGFR activity in cancer cells. Therefore, the structure–activity relationship (SAR) comes into play in determining the nature of the heterocycle and the substituents that are responsible for the increased activity and toxicity. Understanding the SAR of heterocycle-fused pyrimidines will help in getting a better overview of the molecules concerning their activity and potency profile as future EGFR inhibitors.
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Affiliation(s)
| | | | | | | | - Mayur YC
- *Correspondence: Mayur YC, mayur
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11
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Udompholkul P, Baggio C, Gambini L, Alboreggia G, Pellecchia M. Lysine Covalent Antagonists of Melanoma Inhibitors of Apoptosis Protein. J Med Chem 2021; 64:16147-16158. [PMID: 34705456 DOI: 10.1021/acs.jmedchem.1c01459] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Abstract
We have recently reported on Lys-covalent agents that, based on aryl-sulfonyl fluorides, were designed to target binding site Lys 311 in the X-linked inhibitor of apoptosis protein (XIAP). Similar to XIAP, melanoma-IAP (ML-IAP), a less well-characterized IAP family protein, also presents a lysine residue (Lys 135), which is in a position equivalent to that of Lys 311 of XIAP. On the contrary, two other members of the IAP family, namely, cellular-IAPs (cIAP1 and cIAP2), present a glutamic acid residue in that position. Hence, in the present work, we describe the derivation and characterization of the very first potent ML-IAP Lys-covalent inhibitor with cellular activity. The agent can be used as a pharmacological tool to further validate ML-IAP as a drug target and eventually for the development of ML-IAP-targeted therapeutics.
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Affiliation(s)
- Parima Udompholkul
- Division of Biomedical Sciences, School of Medicine, University of California Riverside, 900 University Avenue, Riverside, California 92521, United States
| | - Carlo Baggio
- Division of Biomedical Sciences, School of Medicine, University of California Riverside, 900 University Avenue, Riverside, California 92521, United States
| | - Luca Gambini
- Division of Biomedical Sciences, School of Medicine, University of California Riverside, 900 University Avenue, Riverside, California 92521, United States
| | - Giulia Alboreggia
- Division of Biomedical Sciences, School of Medicine, University of California Riverside, 900 University Avenue, Riverside, California 92521, United States
| | - Maurizio Pellecchia
- Division of Biomedical Sciences, School of Medicine, University of California Riverside, 900 University Avenue, Riverside, California 92521, United States
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12
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Building 2D classification models and 3D CoMSIA models on small-molecule inhibitors of both wild-type and T790M/L858R double-mutant EGFR. Mol Divers 2021; 26:1715-1730. [PMID: 34636023 DOI: 10.1007/s11030-021-10300-9] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2021] [Accepted: 08/17/2021] [Indexed: 10/20/2022]
Abstract
Epidermal growth factor receptor (EGFR) has received widespread attention because it is an important target for anticancer drug design. Mutations in the EGFR, especially the T790M/L858R double mutation, have made cancer treatment more difficult. We herein built the structure-activity relationship models of small-molecule inhibitors on wild-type and T790M/L858R double-mutant EGFR with a whole dataset of 379 compounds. For 2D classification models, we used ECFP4 fingerprints to build support vector machine and random forest models and used SMILES to build self-attention recurrent neural network models. Each of all six models resulted in an accuracy of above 0.87 and the Matthews correlation coefficient value of above 0.76 on the test set, respectively. We concluded that inhibitors containing anilinoquinoline and methoxy or fluoro phenyl are highly active against wild EGFR. Substructures such as anilinopyrimidine, acrylamide, amino phenyl, methoxy phenyl, and thienopyrimidinyl amide appeared more in highly active inhibitors against double-mutant EGFR. We also used self-organizing map to cluster the inhibitors into six subsets based on ECFP4 fingerprints and analyzed the activity characteristics of different scaffolds in each subset. Among them, three datasets, which are based on pteridin, anilinopyrimidine, and anilinoquinoline scaffold, were selected to build 3D comparative molecular similarity analysis models individually. Models with the leave-one-out coefficient of determination (q2) above 0.65 were selected, and five descriptor types (steric, electrostatic, hydrophobic, donor, and acceptor) were used to study the effects of side chains of inhibitors on the activity against wild-type and mutant-type EGFR.
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13
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Ayati A, Moghimi S, Toolabi M, Foroumadi A. Pyrimidine-based EGFR TK inhibitors in targeted cancer therapy. Eur J Med Chem 2021; 221:113523. [PMID: 33992931 DOI: 10.1016/j.ejmech.2021.113523] [Citation(s) in RCA: 49] [Impact Index Per Article: 16.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2020] [Revised: 03/25/2021] [Accepted: 04/22/2021] [Indexed: 12/23/2022]
Abstract
Despite significant improvements of new treatment options, cancer continues to represent as one of the most common and fatal disease. The EGFR signaling pathway is considered as a significant approach in targeted therapy of cancers. Blocking the EGFR-driven pathway by inhibiting the intracellular tyrosine kinase domain of EGFR have shown considerable improvement in cancer therapy. In an effort to identify EGFR tyrosine kinase inhibitors (TKI), several small molecules especially pyrimidine containing derivatives have been designed by applying molecular simulation and evaluated the emergence of epigenetic mutation and resistance problems restricted the long-term effectiveness of such medication and explained the need for further investigations in this field. In recent years, the studies have been focused on genetic alterations on EGFR tyrosine kinase domain, which led to the design and synthesis of more selective and effective inhibitors. Herein, we give an overview of the importance and status of EGFR inhibitors in cancer therapy. In addition, we provide an update of the recent advances in design, discovery and development of novel pyrimidine containing compounds as promising selective EGFR TK inhibitors.
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Affiliation(s)
- Adileh Ayati
- Drug Design and Development Research Center, The Institute of Pharmaceutical Sciences (TIPS), Tehran University of Medical Sciences, Tehran, Iran
| | - Setareh Moghimi
- Drug Design and Development Research Center, The Institute of Pharmaceutical Sciences (TIPS), Tehran University of Medical Sciences, Tehran, Iran
| | - Mahsa Toolabi
- Department of Medicinal Chemistry, School of Pharmacy, Ahvaz Jundishapur University of Medical Sciences, Ahvaz, Iran; Toxicology Research Center, Medical Basic Sciences Research Institute, Ahvaz Jundishapur University of Medical Sciences, Ahvaz, Iran.
| | - Alireza Foroumadi
- Drug Design and Development Research Center, The Institute of Pharmaceutical Sciences (TIPS), Tehran University of Medical Sciences, Tehran, Iran; Department of Medicinal Chemistry, Faculty of Pharmacy, Tehran University of Medical Sciences, Tehran, Iran.
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14
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Yang H, Wang X, Wang C, Yin F, Qu L, Shi C, Zhao J, Li S, Ji L, Peng W, Luo H, Cheng M, Kong L. Optimization of WZ4003 as NUAK inhibitors against human colorectal cancer. Eur J Med Chem 2020; 210:113080. [PMID: 33310286 DOI: 10.1016/j.ejmech.2020.113080] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2020] [Revised: 11/16/2020] [Accepted: 12/01/2020] [Indexed: 10/22/2022]
Abstract
NUAK, the member of AMPK (AMP-activated protein kinase) family of protein kinases, is phosphorylated and activated by the LKB1 (liver kinase B1) tumor suppressor protein kinase. Recent work has indicated that NUAK1 is a key component of the antioxidant stress response pathway, and the inhibition of NUAK1 will suppress the growth and survival of colorectal tumors. As a promising target for anticancer drugs, few inhibitors of NUAK were developed. With this goal in mind, based on NUAK inhibitor WZ4003, a series of derivatives has been synthesized and evaluated for anticancer activity. Compound 9q, a derivative of WZ4003 by removing a methoxy group, was found to be the most potential one with stronger inhibitory against NUAK1/2 enzyme activity, tumor cell proliferation and inducing apoptosis of tumor cells. By in vivo efficacy evaluations of colorectal SW480 xenografts, 9q suppresses tumor growth more effectively with an excellent safety profile in vivo and is therefore seen as a suitable candidate for further investigation.
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Affiliation(s)
- Huali Yang
- Jiangsu Key Laboratory of Bioactive Natural Product Research and State Key Laboratory of Natural Medicines, Department of Natural Medicinal Chemistry, China Pharmaceutical University, Nanjing, 210009, China; School of Traditional Chinese Materia Medica, Shenyang Pharmaceutical University, Shenyang, 110016, China
| | - Xiaobing Wang
- Jiangsu Key Laboratory of Bioactive Natural Product Research and State Key Laboratory of Natural Medicines, Department of Natural Medicinal Chemistry, China Pharmaceutical University, Nanjing, 210009, China
| | - Cheng Wang
- Jiangsu Key Laboratory of Bioactive Natural Product Research and State Key Laboratory of Natural Medicines, Department of Natural Medicinal Chemistry, China Pharmaceutical University, Nanjing, 210009, China
| | - Fucheng Yin
- Jiangsu Key Laboratory of Bioactive Natural Product Research and State Key Laboratory of Natural Medicines, Department of Natural Medicinal Chemistry, China Pharmaceutical University, Nanjing, 210009, China
| | - Lailiang Qu
- Jiangsu Key Laboratory of Bioactive Natural Product Research and State Key Laboratory of Natural Medicines, Department of Natural Medicinal Chemistry, China Pharmaceutical University, Nanjing, 210009, China
| | - Cunjian Shi
- Jiangsu Key Laboratory of Bioactive Natural Product Research and State Key Laboratory of Natural Medicines, Department of Natural Medicinal Chemistry, China Pharmaceutical University, Nanjing, 210009, China
| | - Jinhua Zhao
- Jiangsu Key Laboratory of Bioactive Natural Product Research and State Key Laboratory of Natural Medicines, Department of Natural Medicinal Chemistry, China Pharmaceutical University, Nanjing, 210009, China
| | - Shang Li
- Jiangsu Key Laboratory of Bioactive Natural Product Research and State Key Laboratory of Natural Medicines, Department of Natural Medicinal Chemistry, China Pharmaceutical University, Nanjing, 210009, China
| | - Limei Ji
- Jiangsu Key Laboratory of Bioactive Natural Product Research and State Key Laboratory of Natural Medicines, Department of Natural Medicinal Chemistry, China Pharmaceutical University, Nanjing, 210009, China
| | - Wan Peng
- Jiangsu Key Laboratory of Bioactive Natural Product Research and State Key Laboratory of Natural Medicines, Department of Natural Medicinal Chemistry, China Pharmaceutical University, Nanjing, 210009, China
| | - Heng Luo
- Jiangsu Key Laboratory of Bioactive Natural Product Research and State Key Laboratory of Natural Medicines, Department of Natural Medicinal Chemistry, China Pharmaceutical University, Nanjing, 210009, China
| | - Maosheng Cheng
- School of Traditional Chinese Materia Medica, Shenyang Pharmaceutical University, Shenyang, 110016, China.
| | - Lingyi Kong
- Jiangsu Key Laboratory of Bioactive Natural Product Research and State Key Laboratory of Natural Medicines, Department of Natural Medicinal Chemistry, China Pharmaceutical University, Nanjing, 210009, China; School of Traditional Chinese Materia Medica, Shenyang Pharmaceutical University, Shenyang, 110016, China.
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15
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Gambini L, Udompholkul P, Salem AF, Baggio C, Pellecchia M. Stability and Cell Permeability of Sulfonyl Fluorides in the Design of Lys-Covalent Antagonists of Protein-Protein Interactions. ChemMedChem 2020; 15:2176-2184. [PMID: 32790900 PMCID: PMC7722097 DOI: 10.1002/cmdc.202000355] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2020] [Revised: 08/06/2020] [Indexed: 12/12/2022]
Abstract
Recently we reported on aryl-fluorosulfates as possible stable and effective electrophiles for the design of lysine covalent, cell permeable antagonists of protein-protein interactions (PPIs). Here we revisit the use of aryl-sulfonyl fluorides as Lys-targeting moieties, incorporating these electrophiles in XIAP (X-linked inhibitor of apoptosis protein) targeting agents. We evaluated stability in buffer and reactivity with Lys311 of XIAP of various aryl-sulfonyl fluorides using biochemical and biophysical approaches, including displacement assays, mass spectrometry, SDS gel electrophoresis, and denaturation thermal shift measurements. To assess whether these modified electrophilic "warheads" can also react with Tyr, we repeated these evaluations with a Lys311Tyr XIAP mutant. Using a direct cellular assay, we could demonstrate that selected agents are cell permeable and interact covalently with their intended target in cell. These results suggest that certain substituted aryl-sulfonyl fluorides can be useful Lys- or Tyr-targeting electrophiles for the design of covalent pharmacological tools or even future therapeutics targeting protein-protein interactions.
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Affiliation(s)
- Luca Gambini
- Biomedical sciences Division, School of Medicine, University of California, Riverside, 900 University Avenue, CA 92521 Riverside, USA
| | - Parima Udompholkul
- Biomedical sciences Division, School of Medicine, University of California, Riverside, 900 University Avenue, CA 92521 Riverside, USA
| | - Ahmed F. Salem
- Biomedical sciences Division, School of Medicine, University of California, Riverside, 900 University Avenue, CA 92521 Riverside, USA
| | - Carlo Baggio
- Biomedical sciences Division, School of Medicine, University of California, Riverside, 900 University Avenue, CA 92521 Riverside, USA
| | - Maurizio Pellecchia
- Biomedical sciences Division, School of Medicine, University of California, Riverside, 900 University Avenue, CA 92521 Riverside, USA
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16
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Liu Y, Liang C, Xin L, Ren X, Tian L, Ju X, Li H, Wang Y, Zhao Q, Liu H, Cao W, Xie X, Zhang D, Wang Y, Jian Y. The development of Coronavirus 3C-Like protease (3CL pro) inhibitors from 2010 to 2020. Eur J Med Chem 2020; 206:112711. [PMID: 32810751 PMCID: PMC7409838 DOI: 10.1016/j.ejmech.2020.112711] [Citation(s) in RCA: 109] [Impact Index Per Article: 27.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2020] [Revised: 07/17/2020] [Accepted: 07/29/2020] [Indexed: 01/24/2023]
Abstract
This review fully describes the coronavirus 3CLpro peptidomimetic inhibitors and nonpeptidic small molecule inhibitors developed from 2010 to 2020. Specifically, the structural characteristics, binding modes and SARs of these 3CLpro inhibitors are expounded in detail by division into two categories: peptidomimetic inhibitors mainly utilize electrophilic warhead groups to covalently bind the 3CLpro Cys145 residue and thereby achieve irreversible inhibition effects, whereas nonpeptidic small molecule inhibitors mainly interact with residues in the S1', S1, S2 and S4 pockets via hydrogen bonds, hydrophobic bonds and van der Waals forces. Based on the emerging PROTAC technology and the existing 3CLpro inhibitors, 3CLpro PROTAC degraders are hypothesised to be next-generation anti-coronavirus drugs.
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Affiliation(s)
- Yuzhi Liu
- Faculty of Pharmacy, Shaanxi University of Science & Technology, Xi'an, 710021, PR China
| | - Chengyuan Liang
- Faculty of Pharmacy, Shaanxi University of Science & Technology, Xi'an, 710021, PR China.
| | - Liang Xin
- Faculty of Pharmacy, Shaanxi University of Science & Technology, Xi'an, 710021, PR China
| | - Xiaodong Ren
- Medical College, Guizhou University, Guiyang, 550025, PR China
| | - Lei Tian
- Faculty of Pharmacy, Shaanxi University of Science & Technology, Xi'an, 710021, PR China
| | - Xingke Ju
- Faculty of Pharmacy, Shaanxi University of Science & Technology, Xi'an, 710021, PR China
| | - Han Li
- Faculty of Pharmacy, Shaanxi University of Science & Technology, Xi'an, 710021, PR China
| | - Yongbo Wang
- Faculty of Pharmacy, Shaanxi University of Science & Technology, Xi'an, 710021, PR China
| | - Qianqian Zhao
- Faculty of Pharmacy, Shaanxi University of Science & Technology, Xi'an, 710021, PR China
| | - Hong Liu
- Zhuhai Jinan Selenium Source Nanotechnology Co., Ltd., Hengqin, Zhuhai, Guangdong, 519030, PR China.
| | - Wenqiang Cao
- Zhuhai Jinan Selenium Source Nanotechnology Co., Ltd., Hengqin, Zhuhai, Guangdong, 519030, PR China
| | - Xiaolin Xie
- Shaanxi Panlong Pharmaceutical Group Co., Ltd., Xi'an, 710025, PR China
| | - Dezhu Zhang
- Shaanxi Panlong Pharmaceutical Group Co., Ltd., Xi'an, 710025, PR China
| | - Yu Wang
- Shaanxi Panlong Pharmaceutical Group Co., Ltd., Xi'an, 710025, PR China
| | - Yanlin Jian
- Laboratory for Medicinal Chemistry (FFW), Ghent University, Ottergemsesteenweg 460, B9000, Gent, Belgium.
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17
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Ayati A, Moghimi S, Salarinejad S, Safavi M, Pouramiri B, Foroumadi A. A review on progression of epidermal growth factor receptor (EGFR) inhibitors as an efficient approach in cancer targeted therapy. Bioorg Chem 2020; 99:103811. [PMID: 32278207 DOI: 10.1016/j.bioorg.2020.103811] [Citation(s) in RCA: 189] [Impact Index Per Article: 47.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2019] [Revised: 03/15/2020] [Accepted: 03/29/2020] [Indexed: 12/14/2022]
Abstract
The identification of molecular agents inhibiting specific functions in cancer cells progression is considered as one of the most successful plans in cancer treatment. The epidermal growth factor receptor (EGFR) over-activation is observed in a vast number of cancers, so, targeting EGFR and its downstream signaling cascades are regarded as a rational and valuable approach in cancer therapy. Several synthetic EGFR tyrosine kinase inhibitors (TKIs) have been evaluated in recent years, mostly exhibited clinical efficacy in relevant models and categorized into first, second, third and fourth-generation. However, studies are still ongoing to find more efficient EGFR inhibitors in light of the resistance to the current inhibitors. In this review, the importance of targeting EGFR signaling pathway in cancer therapy and related epigenetic mutations are highlighted. The recent advances on the discovery and development of different EGFR inhibitors and the use of various therapeutic strategies such as multi-targeting agents and combination therapies have also been reviewed.
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Affiliation(s)
- Adileh Ayati
- Drug Design and Development Research Center, The Institute of Pharmaceutical Sciences (TIPS), Tehran University of Medical Sciences, Tehran, Iran.
| | - Setareh Moghimi
- Drug Design and Development Research Center, The Institute of Pharmaceutical Sciences (TIPS), Tehran University of Medical Sciences, Tehran, Iran
| | - Somayeh Salarinejad
- Department of Medicinal Chemistry, Faculty of Pharmacy, Tehran University of Medical Sciences, Tehran, Iran
| | - Maliheh Safavi
- Department of Biotechnology, Iranian Research Organization for Science and Technology, P.O. Box 3353-5111, Tehran, Iran
| | - Behjat Pouramiri
- Drug Design and Development Research Center, The Institute of Pharmaceutical Sciences (TIPS), Tehran University of Medical Sciences, Tehran, Iran
| | - Alireza Foroumadi
- Drug Design and Development Research Center, The Institute of Pharmaceutical Sciences (TIPS), Tehran University of Medical Sciences, Tehran, Iran; Department of Medicinal Chemistry, Faculty of Pharmacy, Tehran University of Medical Sciences, Tehran, Iran.
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18
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Cheng SS, Yang GJ, Wang W, Leung CH, Ma DL. The design and development of covalent protein-protein interaction inhibitors for cancer treatment. J Hematol Oncol 2020; 13:26. [PMID: 32228680 PMCID: PMC7106679 DOI: 10.1186/s13045-020-00850-0] [Citation(s) in RCA: 50] [Impact Index Per Article: 12.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2019] [Accepted: 02/20/2020] [Indexed: 12/12/2022] Open
Abstract
Protein-protein interactions (PPIs) are central to a variety of biological processes, and their dysfunction is implicated in the pathogenesis of a range of human diseases, including cancer. Hence, the inhibition of PPIs has attracted significant attention in drug discovery. Covalent inhibitors have been reported to achieve high efficiency through forming covalent bonds with cysteine or other nucleophilic residues in the target protein. Evidence suggests that there is a reduced risk for the development of drug resistance against covalent drugs, which is a major challenge in areas such as oncology and infectious diseases. Recent improvements in structural biology and chemical reactivity have enabled the design and development of potent and selective covalent PPI inhibitors. In this review, we will highlight the design and development of therapeutic agents targeting PPIs for cancer therapy.
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Affiliation(s)
- Sha-Sha Cheng
- Institute of Chinese Medical Sciences, State Key Laboratory of Quality Research in Chinese Medicine, University of Macau, Macao, SAR, China
| | - Guan-Jun Yang
- Institute of Chinese Medical Sciences, State Key Laboratory of Quality Research in Chinese Medicine, University of Macau, Macao, SAR, China
| | - Wanhe Wang
- Department of Chemistry, Hong Kong Baptist University, Kowloon, 999077, Hong Kong, China.,Institute of Medical Research, Northwestern Polytechnical University, Xi'an, 710072, China
| | - Chung-Hang Leung
- Institute of Chinese Medical Sciences, State Key Laboratory of Quality Research in Chinese Medicine, University of Macau, Macao, SAR, China.
| | - Dik-Lung Ma
- Department of Chemistry, Hong Kong Baptist University, Kowloon, 999077, Hong Kong, China.
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19
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Abdeldayem A, Raouf YS, Constantinescu SN, Moriggl R, Gunning PT. Advances in covalent kinase inhibitors. Chem Soc Rev 2020; 49:2617-2687. [DOI: 10.1039/c9cs00720b] [Citation(s) in RCA: 89] [Impact Index Per Article: 22.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
This comprehensive review details recent advances, challenges and innovations in covalent kinase inhibition within a 10 year period (2007–2018).
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Affiliation(s)
- Ayah Abdeldayem
- Department of Chemical & Physical Sciences
- University of Toronto
- Mississauga
- Canada
- Department of Chemistry
| | - Yasir S. Raouf
- Department of Chemical & Physical Sciences
- University of Toronto
- Mississauga
- Canada
- Department of Chemistry
| | | | - Richard Moriggl
- Institute of Animal Breeding and Genetics
- University of Veterinary Medicine
- 1210 Vienna
- Austria
| | - Patrick T. Gunning
- Department of Chemical & Physical Sciences
- University of Toronto
- Mississauga
- Canada
- Department of Chemistry
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20
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Baggio C, Udompholkul P, Gambini L, Salem AF, Jossart J, Perry JJP, Pellecchia M. Aryl-fluorosulfate-based Lysine Covalent Pan-Inhibitors of Apoptosis Protein (IAP) Antagonists with Cellular Efficacy. J Med Chem 2019; 62:9188-9200. [PMID: 31550155 DOI: 10.1021/acs.jmedchem.9b01108] [Citation(s) in RCA: 36] [Impact Index Per Article: 7.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
We have recently investigated the reactivity of aryl-fluorosulfates as warheads to form covalent adducts with Lys, Tyr, and His residues. However, the rate of reaction of aryl-fluorosulfates seemed relatively slow, putting into question their effectiveness to form covalent adducts in cell. Unlike the previously reported agents that targeted a relatively remote Lys residue with respect to the target's binding site, the current agents were designed to more directly juxtapose an aryl-fluorosulfate with a Lys residue that is located within the binding pocket of the BIR3 domain of X-linked inhibitor of apoptosis protein (XIAP). We found that such new agents can effectively and rapidly form a covalent adduct with XIAP-BIR3 in vitro and in cell, approaching the rate of reaction, cellular permeability, and stability that are similar to what attained by acrylamides when targeting Cys residues. Our studies further validate aryl-fluorosulfates as valuable Lys-targeting electrophiles, for the design of inhibitors of both enzymes and protein-protein interactions.
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21
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Monitoring activities of receptor tyrosine kinases using a universal adapter in genetically encoded split TEV assays. Cell Mol Life Sci 2019; 76:1185-1199. [PMID: 30623207 PMCID: PMC6675780 DOI: 10.1007/s00018-018-03003-2] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2018] [Accepted: 12/28/2018] [Indexed: 01/10/2023]
Abstract
Receptor tyrosine kinases (RTKs) play key roles in various aspects of
cell biology, including cell-to-cell communication, proliferation and
differentiation, survival, and tissue homeostasis, and have been implicated in
various diseases including cancer and neurodevelopmental disorders. Ligand-activated
RTKs recruit adapter proteins through a phosphotyrosine (p-Tyr) motif that is
present on the RTK and a p-Tyr-binding domain, like the Src homology 2 (SH2) domain
found in adapter proteins. Notably, numerous combinations of RTK/adapter
combinations exist, making it challenging to compare receptor activities in
standardised assays. In cell-based assays, a regulated adapter recruitment can be
investigated using genetically encoded protein–protein interaction detection
methods, such as the split TEV biosensor assay. Here, we applied the split TEV
technique to robustly monitor the dynamic recruitment of both naturally occurring
full-length adapters and artificial adapters, which are formed of clustered SH2
domains. The applicability of this approach was tested for RTKs from various
subfamilies including the epidermal growth factor (ERBB) family, the insulin
receptor (INSR) family, and the hepatocyte growth factor receptor (HGFR) family.
Best signal-to-noise ratios of ligand-activated RTK receptor activation was obtained
when clustered SH2 domains derived from GRB2 were used as adapters. The sensitivity
and robustness of the RTK recruitment assays were validated in dose-dependent
inhibition assays using the ERBB family-selective antagonists lapatinib and WZ4002.
The RTK split TEV recruitment assays also qualify for high-throughput screening
approaches, suggesting that the artificial adapter may be used as universal adapter
in cell-based profiling assays within pharmacological intervention studies.
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22
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Novel quinazoline derivatives bearing various 6-benzamide moieties as highly selective and potent EGFR inhibitors. Bioorg Med Chem 2018. [DOI: 10.1016/j.bmc.2018.02.022] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/21/2023]
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23
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Pels K, Dickson P, An H, Kodadek T. DNA-Compatible Solid-Phase Combinatorial Synthesis of β-Cyanoacrylamides and Related Electrophiles. ACS COMBINATORIAL SCIENCE 2018; 20:61-69. [PMID: 29298042 DOI: 10.1021/acscombsci.7b00169] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
We demonstrate that the Knoevenagel condensation can be exploited in combinatorial synthesis on the solid phase. Condensation products from such reactions were structurally characterized, and their Michael reactivity with thiol and phosphine nucleophiles is described. Cyanoacrylamides were previously reported to react reversibly with thiols, and notably, we show that dilution into low pH buffer can trap covalent adducts, which are isolable via chromatography. Finally, we synthesized both traditional and DNA-encoded one-bead, one-compound libraries containing cyanoacrylamides as a source of cysteine-reactive reversibly covalent protein ligands.
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Affiliation(s)
- Kevin Pels
- Department of Chemistry, The Scripps Research Institute, Jupiter, Florida 33458, United States
| | - Paige Dickson
- Department of Chemistry, The Scripps Research Institute, Jupiter, Florida 33458, United States
| | - Hongchan An
- Department of Chemistry, The Scripps Research Institute, Jupiter, Florida 33458, United States
| | - Thomas Kodadek
- Department of Chemistry, The Scripps Research Institute, Jupiter, Florida 33458, United States
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24
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Small-molecule Mcl-1 inhibitors: Emerging anti-tumor agents. Eur J Med Chem 2018; 146:471-482. [PMID: 29407973 DOI: 10.1016/j.ejmech.2018.01.076] [Citation(s) in RCA: 64] [Impact Index Per Article: 10.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2017] [Revised: 08/15/2017] [Accepted: 01/23/2018] [Indexed: 11/23/2022]
Abstract
The anti-apoptotic members of B-cell lymphoma-2 (Bcl-2) proteins family, such as Bcl-2 and myeloid cell leukemia-1 (Mcl-1), are the key regulators of the intrinsic pathway of apoptosis and overexpressed in many tumor cells, which have been confirmed as potential drug targets for cancers. A number of Bcl-2 proteins inhibitors have been developed and conducted clinical trials, but no Mcl-1 inhibitors are presented in the clinics. In addition, Mcl-1 is an important reason for the resistance to radio- and chemotherapies, including inhibitors that target other Bcl-2 family members. For example, the recently launched Bcl-2-selective inhibitor ABT-199 displays highly potency in the treatment of chronic lymphocytic leukemia (CLL), but it cannot induce the apoptosis controlled by Mcl-1 in some tumor cell lines. Therefore, developing potent Mcl-1 inhibitors become urgently needed in clinical therapy. This review briefly introduces the structure of Mcl-1 protein, the role in cancers and focuses on the progress of small-molecule Mcl-1 inhibitors from 2012 to 2017.
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25
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Abstract
Cysteine thiols are involved in a diverse set of biological transformations, including nucleophilic and redox catalysis, metal coordination and formation of both dynamic and structural disulfides. Often posttranslationally modified, cysteines are also frequently alkylated by electrophilic compounds, including electrophilic metabolites, drugs, and natural products, and are attractive sites for covalent probe and drug development. Quantitative proteomics combined with activity-based protein profiling has been applied to annotate cysteine reactivity, susceptibility to posttranslational modifications, and accessibility to chemical probes, uncovering thousands of functional and small-molecule targetable cysteines across a diverse set of proteins, proteome-wide in an unbiased manner. Reactive cysteines have been targeted by high-throughput screening and fragment-based ligand discovery efforts. New cysteine-reactive electrophiles and compound libraries have been synthesized to enable inhibitor discovery broadly and to minimize nonspecific toxicity and off-target activity of compounds. With the recent blockbuster success of several covalent inhibitors, and the development of new chemical proteomic strategies to broadly identify reactive, ligandable and posttranslationally modified cysteines, cysteine profiling is poised to enable the development of new potent and selective chemical probes and even, in some cases, new drugs.
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Narayanan D, Gani OABSM, Gruber FXE, Engh RA. Data driven polypharmacological drug design for lung cancer: analyses for targeting ALK, MET, and EGFR. J Cheminform 2017; 9:43. [PMID: 29086093 PMCID: PMC5496928 DOI: 10.1186/s13321-017-0229-8] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2016] [Accepted: 06/18/2017] [Indexed: 12/14/2022] Open
Abstract
Drug design of protein kinase inhibitors is now greatly enabled by thousands of publicly available X-ray structures, extensive ligand binding data, and optimized scaffolds coming off patent. The extensive data begin to enable design against a spectrum of targets (polypharmacology); however, the data also reveal heterogeneities of structure, subtleties of chemical interactions, and apparent inconsistencies between diverse data types. As a result, incorporation of all relevant data requires expert choices to combine computational and informatics methods, along with human insight. Here we consider polypharmacological targeting of protein kinases ALK, MET, and EGFR (and its drug resistant mutant T790M) in non small cell lung cancer as an example. Both EGFR and ALK represent sources of primary oncogenic lesions, while drug resistance arises from MET amplification and EGFR mutation. A drug which inhibits these targets will expand relevant patient populations and forestall drug resistance. Crizotinib co-targets ALK and MET. Analysis of the crystal structures reveals few shared interaction types, highlighting proton-arene and key CH–O hydrogen bonding interactions. These are not typically encoded into molecular mechanics force fields. Cheminformatics analyses of binding data show EGFR to be dissimilar to ALK and MET, but its structure shows how it may be co-targeted with the addition of a covalent trap. This suggests a strategy for the design of a focussed chemical library based on a pan-kinome scaffold. Tests of model compounds show these to be compatible with the goal of ALK, MET, and EGFR polypharmacology.
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Affiliation(s)
- Dilip Narayanan
- The Norwegian Structural Biology Center, Department of Chemistry, Faculty of Science, UiT The Arctic University of Norway, Tromsø, Norway
| | - Osman A B S M Gani
- The Norwegian Structural Biology Center, Department of Chemistry, Faculty of Science, UiT The Arctic University of Norway, Tromsø, Norway
| | - Franz X E Gruber
- The Norwegian Structural Biology Center, Department of Chemistry, Faculty of Science, UiT The Arctic University of Norway, Tromsø, Norway
| | - Richard A Engh
- The Norwegian Structural Biology Center, Department of Chemistry, Faculty of Science, UiT The Arctic University of Norway, Tromsø, Norway.
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Smith S, Keul M, Engel J, Basu D, Eppmann S, Rauh D. Characterization of Covalent-Reversible EGFR Inhibitors. ACS OMEGA 2017; 2:1563-1575. [PMID: 29963651 PMCID: PMC6018958 DOI: 10.1021/acsomega.7b00157] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 02/10/2017] [Accepted: 04/03/2017] [Indexed: 06/08/2023]
Abstract
Within the spectrum of kinase inhibitors, covalent-reversible inhibitors (CRIs) provide a valuable alternative approach to classical covalent inhibitors. This special class of inhibitors can be optimized for an extended drug-target residence time. For CRIs, it was shown that the fast addition of thiols to electron-deficient olefins leads to a covalent bond that can break reversibly under proteolytic conditions. Research groups are just beginning to include CRIs in their arsenal of compound classes, and, with that, the understanding of this interesting set of chemical warheads is growing. However, systems to assess both characteristics of the covalent-reversible bond in a simple experimental setting are sparse. Here, we have developed an efficient methodology to characterize the covalent and reversible properties of CRIs and to investigate their potential in targeting clinically relevant variants of the receptor tyrosine kinase EGFR.
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Affiliation(s)
| | | | | | | | | | - Daniel Rauh
- E-mail: . Phone: +49 (0)231-755 7080. Fax: +49 (0)231-755
7082
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28
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Phuangsawai O, Beswick P, Ratanabunyong S, Tabtimmai L, Suphakun P, Obounchoey P, Srisook P, Horata N, Chuckowree I, Hannongbua S, Ward SE, Choowongkomon K, Gleeson MP. Evaluation of the anti-malarial activity and cytotoxicity of 2,4-diamino-pyrimidine-based kinase inhibitors. Eur J Med Chem 2016; 124:896-905. [PMID: 27668758 DOI: 10.1016/j.ejmech.2016.08.055] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2016] [Revised: 08/23/2016] [Accepted: 08/24/2016] [Indexed: 12/27/2022]
Abstract
A series of 2,4 diamino-pyrimidines have been identified from an analysis of open access high throughput anti-malarial screening data reported by GlaxoSmithKline at the 3D7 and resistant Dd2 strains. SAR expansion has been performed using structural knowledge of the most plausible parasite target. Seventeen new analogs have been synthesized and tested against the resistant K1 strain of Plasmodium falciparum (Pf). The cytotoxicity of the compounds was assessed in Vero and A549 cells and their selectivity towards human kinases including JAK2 and EGFR were undertaken. We identified compound 5n and 5m as sub-micromolar inhibitors, with equivalent anti-malarial activity to Chloroquine (CQ). Compounds 5d and 5k, μM inhibitors of Pf, displayed improved cytotoxicity with weak inhibition of the human kinases.
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Affiliation(s)
- Oraphan Phuangsawai
- Department of Chemistry, Faculty of Science, Kasetsart University, Bangkok 10900, Thailand
| | - Paul Beswick
- School of Life Sciences, University of Sussex, Brighton BN1 9QJ, United Kingdom
| | - Siriluk Ratanabunyong
- Department of Biochemistry, Faculty of Science, Kasetsart University, Bangkok 10900, Thailand
| | - Lueacha Tabtimmai
- Department of Biochemistry, Faculty of Science, Kasetsart University, Bangkok 10900, Thailand
| | - Praphasri Suphakun
- Department of Biochemistry, Faculty of Science, Kasetsart University, Bangkok 10900, Thailand
| | - Phongphat Obounchoey
- Department of Biochemistry, Faculty of Science, Kasetsart University, Bangkok 10900, Thailand; Interdisciplinary Program in Genetic Engineering, Graduate School, Kasetsart University, Chatuchak, Bangkok 10900, Thailand
| | - Pimonwan Srisook
- Department of Biochemistry, Faculty of Science, Kasetsart University, Bangkok 10900, Thailand
| | - Natharinee Horata
- Faculty of Medicinal Technology, Huachiew Chalermprakiet University, Samut Prakarn 10540, Thailand
| | - Irina Chuckowree
- School of Life Sciences, University of Sussex, Brighton BN1 9QJ, United Kingdom
| | - Supa Hannongbua
- Department of Chemistry, Faculty of Science, Kasetsart University, Bangkok 10900, Thailand
| | - Simon E Ward
- School of Life Sciences, University of Sussex, Brighton BN1 9QJ, United Kingdom.
| | - Kiattawee Choowongkomon
- Department of Biochemistry, Faculty of Science, Kasetsart University, Bangkok 10900, Thailand
| | - M Paul Gleeson
- Department of Chemistry, Faculty of Science, Kasetsart University, Bangkok 10900, Thailand.
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Krenske EH, Petter RC, Houk KN. Kinetics and Thermodynamics of Reversible Thiol Additions to Mono- and Diactivated Michael Acceptors: Implications for the Design of Drugs That Bind Covalently to Cysteines. J Org Chem 2016; 81:11726-11733. [DOI: 10.1021/acs.joc.6b02188] [Citation(s) in RCA: 78] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Affiliation(s)
- Elizabeth H. Krenske
- School
of Chemistry and Molecular Biosciences, The University of Queensland, Brisbane, Queensland 4072, Australia
| | - Russell C. Petter
- Celgene Avilomics Research, 200
Cambridgepark Drive, Cambridge, Massachusetts 02140, United States
| | - K. N. Houk
- Department
of Chemistry and Biochemistry, University of California, Los Angeles, California 90095, United States
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30
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Inhibition of Mcl-1 through covalent modification of a noncatalytic lysine side chain. Nat Chem Biol 2016; 12:931-936. [DOI: 10.1038/nchembio.2174] [Citation(s) in RCA: 124] [Impact Index Per Article: 15.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2015] [Accepted: 06/23/2016] [Indexed: 01/06/2023]
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31
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Baillie TA. Targeted Covalent Inhibitors for Drug Design. Angew Chem Int Ed Engl 2016; 55:13408-13421. [DOI: 10.1002/anie.201601091] [Citation(s) in RCA: 292] [Impact Index Per Article: 36.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2016] [Indexed: 12/14/2022]
Affiliation(s)
- Thomas A. Baillie
- Department of Medicinal Chemistry, School of Pharmacy; University of Washington; Box 357610 Seattle WA 98195-7610 USA
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32
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Affiliation(s)
- Thomas A. Baillie
- Department of Medicinal Chemistry, School of Pharmacy; University of Washington; Box 357610 Seattle WA 98195-7610 USA
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33
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Hossam M, Lasheen DS, Abouzid KAM. Covalent EGFR Inhibitors: Binding Mechanisms, Synthetic Approaches, and Clinical Profiles. Arch Pharm (Weinheim) 2016; 349:573-93. [PMID: 27258393 DOI: 10.1002/ardp.201600063] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2016] [Revised: 05/01/2016] [Accepted: 05/06/2016] [Indexed: 11/08/2022]
Abstract
Being overexpressed in several types of cancer, the epidermal growth factor receptor (EGFR) is considered one of the key therapeutic targets in oncology. Although many first-generation EGFR inhibitors had been FDA approved for the treatment of certain types of cancer, patients soon developed resistance to these reversible ATP competitive inhibitors via mutations in the kinase domain of EGFR. A new trend was adopted to design covalent irreversible inhibitors, that is, second- and third-generation inhibitors. Second-generation inhibitors can inhibit the mutant forms but, unfortunately, they had dose limiting side effects due to wild-type EGFR inhibition. Third-generation inhibitors emerged shortly, which were capable of inhibiting the mutant forms exclusively while sparing the wild type. Many other strategies have also been developed to reduce the risk of covalent interactions with off-targets, thus improving the pharmacokinetic and/or pharmacodynamic profile of the antiproliferative agents. In this review, we focused mainly on second- and third-generation EGFR inhibitors, their binding mechanisms (either docking studies or co-crystallized structures), their synthetic approaches, clinical profiles, and limitations.
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Affiliation(s)
- Monia Hossam
- Faculty of Pharmacy, Department of Pharmaceutical Chemistry, Ain Shams University, Cairo, Egypt
| | - Deena S Lasheen
- Faculty of Pharmacy, Department of Pharmaceutical Chemistry, Ain Shams University, Cairo, Egypt
| | - Khaled A M Abouzid
- Faculty of Pharmacy, Department of Pharmaceutical Chemistry, Ain Shams University, Cairo, Egypt
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Mfsd2a-based pharmacological strategies for drug delivery across the blood–brain barrier. Pharmacol Res 2016; 104:124-31. [DOI: 10.1016/j.phrs.2015.12.024] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/21/2015] [Revised: 12/20/2015] [Accepted: 12/20/2015] [Indexed: 12/20/2022]
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