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Zhao C, Zhang J, Zhou H, Setroikromo R, Poelarends GJ, Dekker FJ. Exploration of Hydrazide-Based HDAC8 PROTACs for the Treatment of Hematological Malignancies and Solid Tumors. J Med Chem 2024. [PMID: 39089850 DOI: 10.1021/acs.jmedchem.4c00836] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/04/2024]
Abstract
HDAC8 can mediate signals by using its enzymatic or nonenzymatic functions, which are expected to be critical for various types of cancer. Herein, we employed proteolysis targeting chimera (PROTAC) technology to target the enzymatic as well as the nonenzymatic functions of HDAC8. A potent and selective HDAC8 PROTAC Z16 (CZH-726) with low nanomolar DC50 values in various cell lines was identified. Interestingly, Z16 induced structural maintenance of chromosomes protein 3 (SMC3) hyperacetylation at low concentrations and histone hyperacetylation at high concentrations, which can be explained by HDAC8 degradation and off-target HDAC inhibition, respectively. Notably, Z16 potently inhibited proliferation of various cancer cell lines and the antiproliferative mechanisms proved to be cell-type-dependent, which, to a large extent, is due to off-target HDAC inhibition. In conclusion, we report a hydrazide-based HDAC8 PROTAC Z16, which can be used as a probe to investigate the biological functions of HDAC8.
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Affiliation(s)
- Chunlong Zhao
- Department of Chemical and Pharmaceutical Biology, Groningen Research Institute of Pharmacy (GRIP), University of Groningen, Antonius Deusinglaan 1, 9713 AV Groningen, The Netherlands
| | - Jianqiu Zhang
- Department of Chemical and Pharmaceutical Biology, Groningen Research Institute of Pharmacy (GRIP), University of Groningen, Antonius Deusinglaan 1, 9713 AV Groningen, The Netherlands
| | - Hangyu Zhou
- Department of Chemical and Pharmaceutical Biology, Groningen Research Institute of Pharmacy (GRIP), University of Groningen, Antonius Deusinglaan 1, 9713 AV Groningen, The Netherlands
| | - Rita Setroikromo
- Department of Chemical and Pharmaceutical Biology, Groningen Research Institute of Pharmacy (GRIP), University of Groningen, Antonius Deusinglaan 1, 9713 AV Groningen, The Netherlands
| | - Gerrit J Poelarends
- Department of Chemical and Pharmaceutical Biology, Groningen Research Institute of Pharmacy (GRIP), University of Groningen, Antonius Deusinglaan 1, 9713 AV Groningen, The Netherlands
| | - Frank J Dekker
- Department of Chemical and Pharmaceutical Biology, Groningen Research Institute of Pharmacy (GRIP), University of Groningen, Antonius Deusinglaan 1, 9713 AV Groningen, The Netherlands
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2
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Jarusiewicz JA, Yoshimura S, Actis M, Li Y, Fu X, Yang L, Narina S, Pruett-Miller SM, Zhou S, Wang X, High AA, Nishiguchi G, Yang JJ, Rankovic Z. Development of an Orally Bioavailable LCK PROTAC Degrader as a Potential Therapeutic Approach to T-Cell Acute Lymphoblastic Leukemia. J Med Chem 2024; 67:11868-11884. [PMID: 38973320 DOI: 10.1021/acs.jmedchem.4c00481] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/09/2024]
Abstract
Despite significant advances over recent years, the treatment of T cell acute lymphoblastic leukemia (T-ALL) remains challenging. We have recently shown that a subset of T-ALL cases exhibited constitutive activation of the lymphocyte-specific protein tyrosine kinase (LCK) and were consequently responsive to treatments with LCK inhibitors and degraders such as dasatinib and dasatinib-based PROTACs. Here we report the design, synthesis and in vitro/vivo evaluation of SJ45566, a potent and orally bioavailable LCK PROTAC.
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Affiliation(s)
- Jamie A Jarusiewicz
- Department of Chemical Biology and Therapeutics, St. Jude Children's Research Hospital, Memphis, Tennessee 38105, United States
| | - Satoshi Yoshimura
- Department of Pharmacy and Pharmaceutical Sciences, St. Jude Children's Research Hospital, Memphis, Tennessee 38105, United States
| | - Marisa Actis
- Department of Chemical Biology and Therapeutics, St. Jude Children's Research Hospital, Memphis, Tennessee 38105, United States
| | - Yong Li
- Department of Chemical Biology and Therapeutics, St. Jude Children's Research Hospital, Memphis, Tennessee 38105, United States
| | - Xiang Fu
- Department of Chemical Biology and Therapeutics, St. Jude Children's Research Hospital, Memphis, Tennessee 38105, United States
| | - Lei Yang
- Department of Chemical Biology and Therapeutics, St. Jude Children's Research Hospital, Memphis, Tennessee 38105, United States
| | - Shilpa Narina
- Department of Cell and Molecular Biology and Center for Advanced Genome Engineering, St. Jude Children's Research Hospital, Memphis, Tennessee 38105, United States
| | - Shondra M Pruett-Miller
- Department of Cell and Molecular Biology and Center for Advanced Genome Engineering, St. Jude Children's Research Hospital, Memphis, Tennessee 38105, United States
| | - Suiping Zhou
- Center for Proteomics and Metabolomics, St. Jude Children's Research Hospital, Memphis, Tennessee 38105, United States
| | - Xusheng Wang
- Center for Proteomics and Metabolomics, St. Jude Children's Research Hospital, Memphis, Tennessee 38105, United States
| | - Anthony A High
- Center for Proteomics and Metabolomics, St. Jude Children's Research Hospital, Memphis, Tennessee 38105, United States
| | - Gisele Nishiguchi
- Department of Chemical Biology and Therapeutics, St. Jude Children's Research Hospital, Memphis, Tennessee 38105, United States
| | - Jun J Yang
- Department of Pharmacy and Pharmaceutical Sciences, St. Jude Children's Research Hospital, Memphis, Tennessee 38105, United States
| | - Zoran Rankovic
- Department of Chemical Biology and Therapeutics, St. Jude Children's Research Hospital, Memphis, Tennessee 38105, United States
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3
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Wang K, Zhou Z, Ma X, Xu J, Xu W, Zhou G, Zhou C, Li H, Zheng M, Zhang S, Xu T. Design, synthesis, and bioevaluation of SOS1 PROTACs derived from pyrido[2,3-d]pyrimidin-7-one-based SOS1 inhibitor. Bioorg Med Chem Lett 2024; 107:129780. [PMID: 38714262 DOI: 10.1016/j.bmcl.2024.129780] [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: 03/11/2024] [Revised: 04/27/2024] [Accepted: 05/04/2024] [Indexed: 05/09/2024]
Abstract
Oncogenic KRAS mutations drive an approximately 25 % of all human cancers. Son of Sevenless 1 (SOS1), a critical guanine nucleotide exchange factor, catalyzes the activation of KRAS. Targeting SOS1 degradation has engaged as a promising therapeutic strategy for KRAS-mutant cancers. Herein, we designed and synthesized a series of novel CRBN-recruiting SOS1 PROTACs using the pyrido[2,3-d]pyrimidin-7-one-based SOS1 inhibitor as the warhead. One representative compound 11o effectively induced the degradation of SOS1 in three different KRAS-mutant cancer cell lines with DC50 values ranging from 1.85 to 7.53 nM. Mechanism studies demonstrated that 11o-induced SOS1 degradation was dependent on CRBN and proteasome. Moreover, 11o inhibited the phosphorylation of ERK and displayed potent anti-proliferative activities against SW620, A549 and DLD-1 cells. Further optimization of 11o may provide us promising SOS1 degraders with favorable drug-like properties for developing new chemotherapies targeting KRAS-driven cancers.
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Affiliation(s)
- Kun Wang
- School of Chinese Materia Medica, Nanjing University of Chinese Medicine, Nanjing 210023, China; Department of Medicinal Chemistry, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, 555 Zuchongzhi Road, Shanghai 201203, China
| | - Zehui Zhou
- Department of Medicinal Chemistry, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, 555 Zuchongzhi Road, Shanghai 201203, China; University of Chinese Academy of Sciences, Beijing 100049, China
| | - Xinyi Ma
- School of Chinese Materia Medica, Nanjing University of Chinese Medicine, Nanjing 210023, China; Drug Discovery and Design Center, State Key Laboratory of Drug Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, 555 Zuchongzhi Road, Shanghai 201203, China
| | - Jiahang Xu
- University of Chinese Academy of Sciences, Beijing 100049, China; Drug Discovery and Design Center, State Key Laboratory of Drug Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, 555 Zuchongzhi Road, Shanghai 201203, China; School of Pharmaceutical Science and Technology, Hangzhou Institute for Advanced Study, University of Chinese Academy of Sciences, Hangzhou 310024, China
| | - Wangyang Xu
- School of Chinese Materia Medica, Nanjing University of Chinese Medicine, Nanjing 210023, China; Department of Medicinal Chemistry, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, 555 Zuchongzhi Road, Shanghai 201203, China
| | - Guizhen Zhou
- Drug Discovery and Design Center, State Key Laboratory of Drug Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, 555 Zuchongzhi Road, Shanghai 201203, China; School of Life Science and Technology, ShanghaiTech University, Shanghai 201210, China
| | - Chuan Zhou
- Department of Medicinal Chemistry, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, 555 Zuchongzhi Road, Shanghai 201203, China
| | - Huajie Li
- Department of Medicinal Chemistry, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, 555 Zuchongzhi Road, Shanghai 201203, China; University of Chinese Academy of Sciences, Beijing 100049, China; School of Pharmaceutical Science and Technology, Hangzhou Institute for Advanced Study, University of Chinese Academy of Sciences, Hangzhou 310024, China
| | - Mingyue Zheng
- School of Chinese Materia Medica, Nanjing University of Chinese Medicine, Nanjing 210023, China; University of Chinese Academy of Sciences, Beijing 100049, China; Drug Discovery and Design Center, State Key Laboratory of Drug Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, 555 Zuchongzhi Road, Shanghai 201203, China; School of Pharmaceutical Science and Technology, Hangzhou Institute for Advanced Study, University of Chinese Academy of Sciences, Hangzhou 310024, China
| | - Sulin Zhang
- University of Chinese Academy of Sciences, Beijing 100049, China; Drug Discovery and Design Center, State Key Laboratory of Drug Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, 555 Zuchongzhi Road, Shanghai 201203, China.
| | - Tianfeng Xu
- School of Chinese Materia Medica, Nanjing University of Chinese Medicine, Nanjing 210023, China; Department of Medicinal Chemistry, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, 555 Zuchongzhi Road, Shanghai 201203, China; University of Chinese Academy of Sciences, Beijing 100049, China; School of Pharmaceutical Science and Technology, Hangzhou Institute for Advanced Study, University of Chinese Academy of Sciences, Hangzhou 310024, China.
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4
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Duan H, Zhang J, Gui R, Lu Y, Pang A, Chen B, Shen L, Yu H, Li J, Xu T, Wang Y, Yao X, Zhang B, Lin N, Dong X, Zhou Y, Che J. Discovery of a Highly Potent and Selective BRD9 PROTAC Degrader Based on E3 Binder Investigation for the Treatment of Hematological Tumors. J Med Chem 2024; 67:11326-11353. [PMID: 38913763 DOI: 10.1021/acs.jmedchem.4c00883] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/26/2024]
Abstract
BRD9 is a pivotal epigenetic factor involved in cancers and inflammatory diseases. Still, the limited selectivity and poor phenotypic activity of targeted agents make it an atypically undruggable target. PROTAC offers an alternative strategy for overcoming the issue. In this study, we explored diverse E3 ligase ligands for the contribution of BRD9 PROTAC degradation. Through molecular docking, binding affinity analysis, and structure-activity relationship study, we identified a highly potent PROTAC E5, with excellent BRD9 degradation (DC50 = 16 pM) and antiproliferation in MV4-11 cells (IC50 = 0.27 nM) and OCI-LY10 cells (IC50 = 1.04 nM). E5 can selectively degrade BRD9 and induce cell cycle arrest and apoptosis. Moreover, the therapeutic efficacy of E5 was confirmed in xenograft tumor models, accompanied by further RNA-seq analysis. Therefore, these results may pave the way and provide the reference for the discovery and investigation of highly effective PROTAC degraders.
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Affiliation(s)
- Haiting Duan
- Hangzhou Institute of Innovative Medicine, Institute of Drug Discovery and Design, College of Pharmaceutical Sciences, Zhejiang University, Hangzhou 310058, P. R. China
| | - Jingyu Zhang
- Hangzhou Institute of Innovative Medicine, Institute of Drug Discovery and Design, College of Pharmaceutical Sciences, Zhejiang University, Hangzhou 310058, P. R. China
- Key Laboratory of Clinical Cancer Pharmacology and Toxicology Research of Zhejiang Province, Hangzhou First People's Hospital, Cancer Center of Zhejiang University, Hangzhou 310006, P. R. China
- Department of Clinical Pharmacology, Hangzhou Geriatric Hospital, Hangzhou, Zhejiang 310022, P. R. China
| | - Renzhao Gui
- Zhongshan Institute for Drug Discovery, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Tsuihang New District, Zhongshan, Guangdong 528400, P. R. China
- School of Pharmacy, Zunyi Medical University, Zunyi 563000, P. R. China
| | - Yang Lu
- Hangzhou Institute of Innovative Medicine, Institute of Drug Discovery and Design, College of Pharmaceutical Sciences, Zhejiang University, Hangzhou 310058, P. R. China
| | - Ao Pang
- Hangzhou Institute of Innovative Medicine, Institute of Drug Discovery and Design, College of Pharmaceutical Sciences, Zhejiang University, Hangzhou 310058, P. R. China
| | - Beijing Chen
- Zhongshan Institute for Drug Discovery, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Tsuihang New District, Zhongshan, Guangdong 528400, P. R. China
| | - Liteng Shen
- Hangzhou Institute of Innovative Medicine, Institute of Drug Discovery and Design, College of Pharmaceutical Sciences, Zhejiang University, Hangzhou 310058, P. R. China
| | - Hengyuan Yu
- State Key Laboratory of Advanced Drug Delivery Systems of Zhejiang Province, College of Pharmaceutical Sciences, Zhejiang University, Hangzhou 310058, P. R. China
| | - Jia Li
- Zhongshan Institute for Drug Discovery, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Tsuihang New District, Zhongshan, Guangdong 528400, P. R. China
- School of Pharmacy, Zunyi Medical University, Zunyi 563000, P. R. China
- National Center for Drug Screening, State Key Laboratory of Drug Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai 201203, P. R. China
- Shandong Laboratory of Yantai Drug Discovery, Bohai Rim Advanced Research Institute for Drug Discovery, Yantai 264117, P. R. China
| | - Tengfei Xu
- State Key Laboratory of Advanced Drug Delivery Systems of Zhejiang Province, College of Pharmaceutical Sciences, Zhejiang University, Hangzhou 310058, P. R. China
| | - Yuwei Wang
- College of Pharmacy, Shaanxi University of Chinese Medicine, Xianyang 712000, P. R. China
| | - Xiaojun Yao
- Centre for Artificial Intelligence Driven Drug Discovery, Faculty of Applied Sciences, Macao Polytechnic University, Macao 999078, P. R. China
| | - Bo Zhang
- Key Laboratory of Clinical Cancer Pharmacology and Toxicology Research of Zhejiang Province, Hangzhou First People's Hospital, Cancer Center of Zhejiang University, Hangzhou 310006, P. R. China
- Department of Clinical Pharmacology, Hangzhou Geriatric Hospital, Hangzhou, Zhejiang 310022, P. R. China
| | - Nengming Lin
- Key Laboratory of Clinical Cancer Pharmacology and Toxicology Research of Zhejiang Province, Hangzhou First People's Hospital, Cancer Center of Zhejiang University, Hangzhou 310006, P. R. China
- Department of Clinical Pharmacology, Hangzhou Geriatric Hospital, Hangzhou, Zhejiang 310022, P. R. China
| | - Xiaowu Dong
- Hangzhou Institute of Innovative Medicine, Institute of Drug Discovery and Design, College of Pharmaceutical Sciences, Zhejiang University, Hangzhou 310058, P. R. China
- State Key Laboratory of Advanced Drug Delivery Systems of Zhejiang Province, College of Pharmaceutical Sciences, Zhejiang University, Hangzhou 310058, P. R. China
| | - Yubo Zhou
- Zhongshan Institute for Drug Discovery, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Tsuihang New District, Zhongshan, Guangdong 528400, P. R. China
- School of Pharmacy, Zunyi Medical University, Zunyi 563000, P. R. China
- National Center for Drug Screening, State Key Laboratory of Drug Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai 201203, P. R. China
| | - Jinxin Che
- Hangzhou Institute of Innovative Medicine, Institute of Drug Discovery and Design, College of Pharmaceutical Sciences, Zhejiang University, Hangzhou 310058, P. R. China
- State Key Laboratory of Advanced Drug Delivery Systems of Zhejiang Province, College of Pharmaceutical Sciences, Zhejiang University, Hangzhou 310058, P. R. China
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5
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Ichikawa S, Payne NC, Xu W, Chang CF, Vallavoju N, Frome S, Flaxman HA, Mazitschek R, Woo CM. The cyclimids: Degron-inspired cereblon binders for targeted protein degradation. Cell Chem Biol 2024; 31:1162-1175.e10. [PMID: 38320555 DOI: 10.1016/j.chembiol.2024.01.003] [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: 05/09/2023] [Revised: 11/02/2023] [Accepted: 01/11/2024] [Indexed: 02/08/2024]
Abstract
Cereblon (CRBN) is an E3 ligase substrate adapter widely exploited for targeted protein degradation (TPD) strategies. However, achieving efficient and selective target degradation is a preeminent challenge with ligands that engage CRBN. Here, we report that the cyclimids, ligands derived from the C-terminal cyclic imide degrons of CRBN, exhibit distinct modes of interaction with CRBN and offer a facile approach for developing potent and selective bifunctional degraders. Quantitative TR-FRET-based characterization of 60 cyclimid degraders in binary and ternary complexes across different substrates revealed that ternary complex binding affinities correlated strongly with cellular degradation efficiency. Our studies establish the unique properties of the cyclimids as versatile warheads in TPD and a systematic biochemical approach for quantifying ternary complex formation to predict their cellular degradation activity, which together will accelerate the development of ligands that engage CRBN.
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Affiliation(s)
- Saki Ichikawa
- Department of Chemistry and Chemical Biology, Harvard University, Cambridge, MA 02138, USA
| | - N Connor Payne
- Department of Chemistry and Chemical Biology, Harvard University, Cambridge, MA 02138, USA; Center for Systems Biology, Massachusetts General Hospital, Boston, MA 02114, USA
| | - Wenqing Xu
- Department of Chemistry and Chemical Biology, Harvard University, Cambridge, MA 02138, USA
| | - Chia-Fu Chang
- Department of Chemistry and Chemical Biology, Harvard University, Cambridge, MA 02138, USA
| | - Nandini Vallavoju
- Department of Chemistry and Chemical Biology, Harvard University, Cambridge, MA 02138, USA
| | - Spencer Frome
- Department of Chemistry and Chemical Biology, Harvard University, Cambridge, MA 02138, USA
| | - Hope A Flaxman
- Department of Chemistry and Chemical Biology, Harvard University, Cambridge, MA 02138, USA
| | - Ralph Mazitschek
- Center for Systems Biology, Massachusetts General Hospital, Boston, MA 02114, USA; Harvard T.H. Chan School of Public Health, Boston, MA 02115, USA; Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA.
| | - Christina M Woo
- Department of Chemistry and Chemical Biology, Harvard University, Cambridge, MA 02138, USA; Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA.
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6
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Nutt MJ, Stewart SG. Strengthening Molecular Glues: Design Strategies for Improving Thalidomide Analogs as Cereblon Effectors and Anticancer Agents. Drug Discov Today 2024; 29:104010. [PMID: 38704021 DOI: 10.1016/j.drudis.2024.104010] [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: 02/21/2024] [Revised: 04/19/2024] [Accepted: 04/26/2024] [Indexed: 05/06/2024]
Abstract
In the two decades since a novel thalidomide analog was last approved, many promising drug candidates have emerged with remarkable potency as targeted protein degraders. Likewise, the advent of PROTACs for suppressing 'undruggable' protein targets reinforces the need for new analogs with improved cereblon affinity, target selectivity and drug-like properties. However, thalidomide and its approved derivatives remain plagued by several shortcomings, such as structural instability and poor solubility. Herein, we present a review of strategies for mitigating these shortcomings and highlight contemporary drug discovery approaches that have generated novel thalidomide analogs with enhanced efficacy as cereblon effectors and/or anticancer agents.
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Affiliation(s)
- Michael J Nutt
- School of Molecular Sciences, University of Western Australia, 35 Stirling Hwy, Crawley 6009, Australia.
| | - Scott G Stewart
- School of Molecular Sciences, University of Western Australia, 35 Stirling Hwy, Crawley 6009, Australia.
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7
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Shah Zaib Saleem R, Schwalm MP, Knapp S. Expanding the ligand spaces for E3 ligases for the design of protein degraders. Bioorg Med Chem 2024; 105:117718. [PMID: 38621319 DOI: 10.1016/j.bmc.2024.117718] [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: 01/24/2024] [Revised: 03/26/2024] [Accepted: 04/10/2024] [Indexed: 04/17/2024]
Abstract
Targeted protein degradation (TPD) has recently emerged as an exciting new drug modality. However, the strategy of developing small molecule-based protein degraders has evolved over the past two decades and has now established molecular tags that are already in clinical use, as well as chimeric molecules, PROteolysis TArgeting Chimeras (PROTACs), based mainly on ligand systems developed for the two E3 ligases CRBN and VHL. The large size of the human E3 ligase family suggests that PROTACs can be developed by targeting a large diversity of E3 ligases, some of which have restricted expression patterns with the potential to design disease- or tissue-specific degraders. Indeed, many new E3 ligands have been published recently, confirming the druggability of E3 ligases. This review summarises recent data on E3 ligases and highlights the challenges in developing these molecules into efficient PROTACs rivalling the established degrader systems.
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Affiliation(s)
- Rahman Shah Zaib Saleem
- Department of Chemistry & Chemical Engineering, SBA School of Sciences & Engineering, LUMS, Pakistan
| | - Martin P Schwalm
- Institut für Pharmazeutische Chemie, Goethe-University Frankfurt, Biozentrum, Max-von-Laue-Str. 9, 60438 Frankfurt am Main, Germany; Structural Genomics Consortium, Goethe-University Frankfurt, Buchmann Institute for Life Sciences, Max-von-Laue-Str. 15, 60438 Frankfurt am Main, Germany; German Cancer Consortium (DKTK) partner site Frankfurt/Mainz, Frankfurt, Germany
| | - Stefan Knapp
- Institut für Pharmazeutische Chemie, Goethe-University Frankfurt, Biozentrum, Max-von-Laue-Str. 9, 60438 Frankfurt am Main, Germany; Structural Genomics Consortium, Goethe-University Frankfurt, Buchmann Institute for Life Sciences, Max-von-Laue-Str. 15, 60438 Frankfurt am Main, Germany; German Cancer Consortium (DKTK) partner site Frankfurt/Mainz, Frankfurt, Germany.
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8
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Lemaitre T, Cornu M, Schwalen F, Since M, Kieffer C, Voisin-Chiret AS. Molecular glue degraders: exciting opportunities for novel drug discovery. Expert Opin Drug Discov 2024; 19:433-449. [PMID: 38240114 DOI: 10.1080/17460441.2024.2306845] [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: 10/06/2023] [Accepted: 01/15/2024] [Indexed: 01/25/2024]
Abstract
INTRODUCTION Molecular Glue Degraders (MGDs) is a concept that refers to a class of compounds that facilitate the interaction between two proteins or molecules within a cell. These compounds act as bridge that enhances specific Protein-Protein Interactions (PPIs). Over the past decade, this technology has gained attention as a potential strategy to target proteins that were traditionally considered undruggable using small molecules. AREAS COVERED This review presents the concept of cellular homeostasis and the balance between protein synthesis and protein degradation. The concept of protein degradation is concerned with molecular glues, which form part of the broader field of Targeted Protein Degradation (TPD). Next, pharmacochemical strategies for the rational design of MGDs are detailed and illustrated by examples of Ligand-Based (LBDD), Structure-Based (SBDD) and Fragment-Based Drug Design (FBDD). EXPERT OPINION Expanding the scope of what can be effectively targeted in the development of treatments for diseases that are incurable or resistant to conventional therapies offers new therapeutic options. The treatment of microbial infections and neurodegenerative diseases is a major societal challenge, and the discovery of MGDs appears to be a promising avenue. Combining different approaches to discover and exploit a variety of innovative therapeutic agents will create opportunities to treat diseases that are still incurable.
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Affiliation(s)
| | - Marie Cornu
- Normandie University, UNICAEN, CERMN, Caen, France
| | - Florian Schwalen
- Normandie University, UNICAEN, CERMN, Caen, France
- Department of Pharmacy, Caen University Hospital, Caen, France
| | - Marc Since
- Normandie University, UNICAEN, CERMN, Caen, France
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9
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Chen L, Wang D. A Tunable Cascade Reaction of Ureidomalonates and Alkenyl Azlactones for the Divergent Synthesis of Hydantoins with Distinct Functional Groups. J Org Chem 2024; 89:3365-3382. [PMID: 38363598 DOI: 10.1021/acs.joc.3c02814] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/17/2024]
Abstract
A tunable cascade reaction of ureidomalonates and alkenyl azlactones was disclosed, which gave rise to the construction of N-aroyl α-amino acid ester and imide-functionalized hydantoins in moderate to good yields and with excellent diastereoselectivities. The reaction pathway was precisely manipulated by organocatalysis and phase-transfer/sunlight relay catalysis, respectively, to realize the divergent synthesis. The successful gram-scale preparation of representative products exhibited the application potential of this protocol. Mechanistic studies indicated that the exchange and phase transfer of ethoxy anion played a key role in altering the reaction pathway, and sunlight might accelerate the oxidation process at the late stage of the reaction triggered by phase-transfer catalysis.
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Affiliation(s)
- Lin Chen
- School of Chemistry and Materials Science, Guizhou Normal University, Guiyang 550001, P. R. China
| | - Di Wang
- School of Chemistry and Materials Science, Guizhou Normal University, Guiyang 550001, P. R. China
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10
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Norris S, Ba X, Rhodes J, Huang D, Khambatta G, Buenviaje J, Nayak S, Meiring J, Reiss S, Xu S, Shi L, Whitefield B, Alexander M, Horn EJ, Correa M, Tehrani L, Hansen JD, Papa P, Mortensen DS. Design and Synthesis of Novel Cereblon Binders for Use in Targeted Protein Degradation. J Med Chem 2023; 66:16388-16409. [PMID: 37991844 DOI: 10.1021/acs.jmedchem.3c01848] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2023]
Abstract
Modulating the chemical composition of cereblon (CRBN) binders is a critical step in the optimization process of protein degraders that seek to hijack the function of this E3 ligase. Small structural changes can have profound impacts on the overall profile of these compounds, including depth of on-target degradation, neosubstrate degradation selectivity, as well as other drug-like properties. Herein, we report the design and synthesis of a series of novel CRBN binding moieties. These CRBN binders were evaluated for CRBN binding and degradation of common neosubstrates Aiolos and GSPT1. A selection of these binders was employed for an exploratory matrix of heterobifunctional molecules, targeting CRBN-mediated degradation of the androgen receptor.
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Affiliation(s)
- Stephen Norris
- Bristol Myers Squibb, 10300 Campus Point Drive, Suite 100, San Diego, California 92121, United States
| | - Xiaochu Ba
- Bristol Myers Squibb, 10300 Campus Point Drive, Suite 100, San Diego, California 92121, United States
| | - Jayce Rhodes
- Bristol Myers Squibb, 10300 Campus Point Drive, Suite 100, San Diego, California 92121, United States
| | - Dehua Huang
- Bristol Myers Squibb, 10300 Campus Point Drive, Suite 100, San Diego, California 92121, United States
| | - Gody Khambatta
- Bristol Myers Squibb, 10300 Campus Point Drive, Suite 100, San Diego, California 92121, United States
| | - Jennifer Buenviaje
- Bristol Myers Squibb, 10300 Campus Point Drive, Suite 100, San Diego, California 92121, United States
| | - Surendra Nayak
- Bristol Myers Squibb, 10300 Campus Point Drive, Suite 100, San Diego, California 92121, United States
| | - Joseph Meiring
- Bristol Myers Squibb, 10300 Campus Point Drive, Suite 100, San Diego, California 92121, United States
| | - Samantha Reiss
- Bristol Myers Squibb, 10300 Campus Point Drive, Suite 100, San Diego, California 92121, United States
| | - Shuichan Xu
- Bristol Myers Squibb, 10300 Campus Point Drive, Suite 100, San Diego, California 92121, United States
| | - Lihong Shi
- Bristol Myers Squibb, 10300 Campus Point Drive, Suite 100, San Diego, California 92121, United States
| | - Brandon Whitefield
- Bristol Myers Squibb, 10300 Campus Point Drive, Suite 100, San Diego, California 92121, United States
| | - Matt Alexander
- Bristol Myers Squibb, 10300 Campus Point Drive, Suite 100, San Diego, California 92121, United States
| | - Evan J Horn
- Bristol Myers Squibb, 10300 Campus Point Drive, Suite 100, San Diego, California 92121, United States
| | - Matthew Correa
- Bristol Myers Squibb, 10300 Campus Point Drive, Suite 100, San Diego, California 92121, United States
| | - Lida Tehrani
- Bristol Myers Squibb, 10300 Campus Point Drive, Suite 100, San Diego, California 92121, United States
| | - Joshua D Hansen
- Bristol Myers Squibb, 10300 Campus Point Drive, Suite 100, San Diego, California 92121, United States
| | - Patrick Papa
- Bristol Myers Squibb, 10300 Campus Point Drive, Suite 100, San Diego, California 92121, United States
| | - Deborah S Mortensen
- Bristol Myers Squibb, 10300 Campus Point Drive, Suite 100, San Diego, California 92121, United States
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11
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Steinebach C, Bricelj A, Murgai A, Sosič I, Bischof L, Ng YLD, Heim C, Maiwald S, Proj M, Voget R, Feller F, Košmrlj J, Sapozhnikova V, Schmidt A, Zuleeg MR, Lemnitzer P, Mertins P, Hansen FK, Gütschow M, Krönke J, Hartmann MD. Leveraging Ligand Affinity and Properties: Discovery of Novel Benzamide-Type Cereblon Binders for the Design of PROTACs. J Med Chem 2023; 66:14513-14543. [PMID: 37902300 PMCID: PMC10641816 DOI: 10.1021/acs.jmedchem.3c00851] [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: 05/12/2023] [Revised: 09/11/2023] [Accepted: 10/05/2023] [Indexed: 10/31/2023]
Abstract
Immunomodulatory imide drugs (IMiDs) such as thalidomide, pomalidomide, and lenalidomide are the most common cereblon (CRBN) recruiters in proteolysis-targeting chimera (PROTAC) design. However, these CRBN ligands induce the degradation of IMiD neosubstrates and are inherently unstable, degrading hydrolytically under moderate conditions. In this work, we simultaneously optimized physiochemical properties, stability, on-target affinity, and off-target neosubstrate modulation features to develop novel nonphthalimide CRBN binders. These efforts led to the discovery of conformationally locked benzamide-type derivatives that replicate the interactions of the natural CRBN degron, exhibit enhanced chemical stability, and display a favorable selectivity profile in terms of neosubstrate recruitment. The utility of the most potent ligands was demonstrated by their transformation into potent degraders of BRD4 and HDAC6 that outperform previously described reference PROTACs. Together with their significantly decreased neomorphic ligase activity on IKZF1/3 and SALL4, these ligands provide opportunities for the design of highly selective and potent chemically inert proximity-inducing compounds.
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Affiliation(s)
| | - Aleša Bricelj
- Faculty
of Pharmacy, University of Ljubljana, SI-1000 Ljubljana, Slovenia
| | - Arunima Murgai
- Department
of Hematology, Oncology, and Cancer Immunology, Charité - Universitätsmedizin
Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, D-12203 Berlin, Germany
| | - Izidor Sosič
- Faculty
of Pharmacy, University of Ljubljana, SI-1000 Ljubljana, Slovenia
| | - Luca Bischof
- Max
Planck Institute for Biology Tübingen, D-72076 Tübingen, Germany
| | - Yuen Lam Dora Ng
- Department
of Hematology, Oncology, and Cancer Immunology, Charité - Universitätsmedizin
Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, D-12203 Berlin, Germany
| | - Christopher Heim
- Max
Planck Institute for Biology Tübingen, D-72076 Tübingen, Germany
| | - Samuel Maiwald
- Max
Planck Institute for Biology Tübingen, D-72076 Tübingen, Germany
| | - Matic Proj
- Faculty
of Pharmacy, University of Ljubljana, SI-1000 Ljubljana, Slovenia
| | - Rabea Voget
- Pharmaceutical
Institute, University of Bonn, D-53121 Bonn, Germany
| | - Felix Feller
- Pharmaceutical
Institute, University of Bonn, D-53121 Bonn, Germany
| | - Janez Košmrlj
- Faculty
of Chemistry and Chemical Technology, University
of Ljubljana, SI 1000 Ljubljana, Slovenia
| | - Valeriia Sapozhnikova
- Department
of Hematology, Oncology, and Cancer Immunology, Charité - Universitätsmedizin
Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, D-12203 Berlin, Germany
- Max
Delbrück
Center for Molecular Medicine, D-13125 Berlin, Germany
- German
Cancer Consortium (DKTK), Partner Site Berlin, DKFZ, D-69120 Heidelberg, Germany
| | - Annika Schmidt
- Department
of Hematology, Oncology, and Cancer Immunology, Charité - Universitätsmedizin
Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, D-12203 Berlin, Germany
| | - Maximilian Rudolf Zuleeg
- Department
of Hematology, Oncology, and Cancer Immunology, Charité - Universitätsmedizin
Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, D-12203 Berlin, Germany
| | - Patricia Lemnitzer
- Department
of Hematology, Oncology, and Cancer Immunology, Charité - Universitätsmedizin
Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, D-12203 Berlin, Germany
| | - Philipp Mertins
- Max
Delbrück
Center for Molecular Medicine, D-13125 Berlin, Germany
- Berlin
Institute of Health, D-10178 Berlin, Germany
| | - Finn K. Hansen
- Pharmaceutical
Institute, University of Bonn, D-53121 Bonn, Germany
| | - Michael Gütschow
- Pharmaceutical
Institute, University of Bonn, D-53121 Bonn, Germany
| | - Jan Krönke
- Department
of Hematology, Oncology, and Cancer Immunology, Charité - Universitätsmedizin
Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, D-12203 Berlin, Germany
- German
Cancer Consortium (DKTK), Partner Site Berlin, DKFZ, D-69120 Heidelberg, Germany
| | - Marcus D. Hartmann
- Max
Planck Institute for Biology Tübingen, D-72076 Tübingen, Germany
- Interfaculty
Institute of Biochemistry, University of
Tübingen, D-72076 Tübingen, Germany
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12
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Cooper MS, Norley MC, Armitage S, Cresser-Brown JO, Edmonds AK, Goggins S, Hopewell JP, Karadogan B, Knights KA, Nash TJ, Oakes CS, O'Neill WJ, Pridmore SJ, Maple HJ, Marsh GP. Efficient, multi-hundred-gram scale access to E3 ubiquitin ligase ligands for degrader development. Org Biomol Chem 2023; 21:8344-8352. [PMID: 37800999 DOI: 10.1039/d3ob00983a] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/07/2023]
Abstract
Small molecule heterobifunctional degraders (commonly also known as PROTACs) offer tremendous potential to deliver new therapeutics in areas of unmet medical need. To deliver on this promise, a new discipline directed at degrader design and optimization has emerged within medicinal chemistry to address a central challenge, namely how to optimize relatively large, heterobifunctional molecules for activity, whilst maintaining drug-like properties. This process involves simultaneous optimization of the three principle degrader components: E3 ubiquitin ligase ligand, linker, and protein of interest (POI) ligand. A substantial degree of commonality exists with the E3 ligase ligands typically used at the early stages of degrader development, resulting in demand for these compounds as chemical building blocks in degrader research programs. We describe herein a collation of large scale, high-yielding syntheses to access the most utilized E3 ligase ligands to support early-stage degrader development.
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Affiliation(s)
- Mark S Cooper
- Bio-Techne (Tocris), The Watkins Building, Atlantic Road, Bristol, BS11 9QD, UK.
| | - Mark C Norley
- Bio-Techne (Tocris), The Watkins Building, Atlantic Road, Bristol, BS11 9QD, UK.
| | - Simon Armitage
- Bio-Techne (Tocris), The Watkins Building, Atlantic Road, Bristol, BS11 9QD, UK.
| | - Joel O Cresser-Brown
- Bio-Techne (Tocris), The Watkins Building, Atlantic Road, Bristol, BS11 9QD, UK.
| | - Anthony K Edmonds
- Bio-Techne (Tocris), The Watkins Building, Atlantic Road, Bristol, BS11 9QD, UK.
| | - Sean Goggins
- Bio-Techne (Tocris), The Watkins Building, Atlantic Road, Bristol, BS11 9QD, UK.
| | - Jonathan P Hopewell
- Bio-Techne (Tocris), The Watkins Building, Atlantic Road, Bristol, BS11 9QD, UK.
| | - Burhan Karadogan
- Bio-Techne (Tocris), The Watkins Building, Atlantic Road, Bristol, BS11 9QD, UK.
| | - Kevin A Knights
- Bio-Techne (Tocris), The Watkins Building, Atlantic Road, Bristol, BS11 9QD, UK.
| | - Toby J Nash
- Bio-Techne (Tocris), The Watkins Building, Atlantic Road, Bristol, BS11 9QD, UK.
| | - Catherine S Oakes
- Bio-Techne (Tocris), The Watkins Building, Atlantic Road, Bristol, BS11 9QD, UK.
| | - William J O'Neill
- Bio-Techne (Tocris), The Watkins Building, Atlantic Road, Bristol, BS11 9QD, UK.
| | - Simon J Pridmore
- Bio-Techne (Tocris), The Watkins Building, Atlantic Road, Bristol, BS11 9QD, UK.
| | - Hannah J Maple
- Bio-Techne (Tocris), The Watkins Building, Atlantic Road, Bristol, BS11 9QD, UK.
| | - Graham P Marsh
- Bio-Techne (Tocris), The Watkins Building, Atlantic Road, Bristol, BS11 9QD, UK.
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13
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Rathje OH, Perryman L, Payne RJ, Hamprecht DW. PROTACs Targeting MLKL Protect Cells from Necroptosis. J Med Chem 2023; 66:11216-11236. [PMID: 37535857 DOI: 10.1021/acs.jmedchem.3c00665] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/05/2023]
Abstract
Mixed Lineage Kinase domain-Like pseudokinase (MLKL) is implicated in a broad range of diseases due to its role as the ultimate effector of necroptosis and has therefore emerged as an attractive drug target. Here, we describe the development of PROteolysis TArgeting Chimeras (PROTACs) as a novel approach to knock down MLKL through chemical means. A series of candidate degraders were synthesized from a high-affinity pyrazole carboxamide-based MLKL ligand leading to the identification of a PROTAC molecule that effectively degraded MLKL and completely abrogated cell death in a TSZ model of necroptosis. By leveraging the innate ability of these PROTACs to degrade MLKL in a dose-dependent manner, the quantitative relationship between MLKL levels and necroptosis was interrogated. This work demonstrates the feasibility of targeting MLKL using a PROTAC approach and provides a powerful tool to further our understanding of the role of MLKL within the necroptotic pathway.
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Affiliation(s)
- Oliver H Rathje
- Pharmaxis Ltd., 20 Rodborough Road, Frenchs Forest, NSW 2086, Australia
- School of Chemistry, The University of Sydney, Sydney, New South Wales 2006, Australia
- Australian Research Council Centre of Excellence for Innovations in Peptide and Protein Science, The University of Sydney, Sydney, New South Wales 2006, Australia
| | - Lara Perryman
- Pharmaxis Ltd., 20 Rodborough Road, Frenchs Forest, NSW 2086, Australia
| | - Richard J Payne
- School of Chemistry, The University of Sydney, Sydney, New South Wales 2006, Australia
- Australian Research Council Centre of Excellence for Innovations in Peptide and Protein Science, The University of Sydney, Sydney, New South Wales 2006, Australia
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14
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Mi D, Li Y, Gu H, Li Y, Chen Y. Current advances of small molecule E3 ligands for proteolysis-targeting chimeras design. Eur J Med Chem 2023; 256:115444. [PMID: 37178483 DOI: 10.1016/j.ejmech.2023.115444] [Citation(s) in RCA: 11] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2023] [Revised: 04/30/2023] [Accepted: 05/01/2023] [Indexed: 05/15/2023]
Abstract
Proteolysis-targeting chimeras (PROTACs) as an emerging drug discovery modality has been extensively concerned in recent years. Over 20 years development, accumulated studies have demonstrated that PROTACs show unique advantages over traditional therapy in operable target scope, efficacy, and overcoming drug resistance. However, only limited E3 ligases, the essential elements of PROTACs, have been harnessed for PROTACs design. The optimization of novel ligands for well-established E3 ligases and the employment of additional E3 ligases remain urgent challenges for investigators. Here, we systematically summarize the current status of E3 ligases and corresponding ligands for PROTACs design with a focus on their discovery history, design principles, application benefits, and potential defects. Meanwhile, the prospects and future directions for this field are briefly discussed.
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Affiliation(s)
- Dazhao Mi
- Shanghai Frontiers Science Center of Genome Editing and Cell Therapy, Shanghai Key Laboratory of Regulatory Biology, The Institute of Biomedical Sciences and School of Life Sciences, East China Normal University, Shanghai, 200241, China
| | - Yuzhan Li
- Shanghai Frontiers Science Center of Genome Editing and Cell Therapy, Shanghai Key Laboratory of Regulatory Biology, The Institute of Biomedical Sciences and School of Life Sciences, East China Normal University, Shanghai, 200241, China
| | - Haijun Gu
- Shanghai Frontiers Science Center of Genome Editing and Cell Therapy, Shanghai Key Laboratory of Regulatory Biology, The Institute of Biomedical Sciences and School of Life Sciences, East China Normal University, Shanghai, 200241, China
| | - Yan Li
- Shanghai Frontiers Science Center of Genome Editing and Cell Therapy, Shanghai Key Laboratory of Regulatory Biology, The Institute of Biomedical Sciences and School of Life Sciences, East China Normal University, Shanghai, 200241, China
| | - Yihua Chen
- Shanghai Frontiers Science Center of Genome Editing and Cell Therapy, Shanghai Key Laboratory of Regulatory Biology, The Institute of Biomedical Sciences and School of Life Sciences, East China Normal University, Shanghai, 200241, China.
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15
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Banerjee S, Sharma S, Thakur A, Sachdeva R, Sharma R, Nepali K, Liou JP. N-Heterocycle based Degraders (PROTACs) Manifesting Anticancer Efficacy: Recent Advances. Curr Drug Targets 2023; 24:1184-1208. [PMID: 37946353 DOI: 10.2174/0113894501273969231102095615] [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: 07/25/2023] [Revised: 10/06/2023] [Accepted: 10/16/2023] [Indexed: 11/12/2023]
Abstract
Proteolysis Targeting Chimeras (PROTACs) technology has emerged as a promising strategy for the treatment of undruggable therapeutic targets. Researchers have invested a great effort in developing druggable PROTACs; however, the problems associated with PROTACs, including poor solubility, metabolic stability, cell permeability, and pharmacokinetic profile, restrict their clinical utility. Thus, there is a pressing need to expand the size of the armory of PROTACs which will escalate the chances of pinpointing new PROTACs with optimum pharmacokinetic and pharmacodynamics properties. N- heterocycle is a class of organic frameworks that have been widely explored to construct new and novel PROTACs. This review provides an overview of recent efforts of medicinal chemists to develop N-heterocycle-based PROTACs as effective cancer therapeutics. Specifically, the recent endeavors centred on the discovery of PROTACs have been delved into various classes based on the E3 ligase they target (MDM2, IAP, CRBN, and other E3 ligases). Mechanistic insights revealed during the biological assessment of recently furnished Nheterocyclic- based PROTACs constructed via the utilization of ligands for various E3 ligases have been discussed.
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Affiliation(s)
- Suddhasatwa Banerjee
- School of Pharmacy, College of Pharmacy, Taipei Medical University, Taipei, 110031, Taiwan
| | - Sachin Sharma
- School of Pharmacy, College of Pharmacy, Taipei Medical University, Taipei, 110031, Taiwan
| | - Amandeep Thakur
- School of Pharmacy, College of Pharmacy, Taipei Medical University, Taipei, 110031, Taiwan
| | - Ritika Sachdeva
- College of Medicine, Taipei Medical University, Taipei, 110031, Taiwan
| | - Ram Sharma
- School of Pharmacy, College of Pharmacy, Taipei Medical University, Taipei, 110031, Taiwan
| | - Kunal Nepali
- School of Pharmacy, College of Pharmacy, Taipei Medical University, Taipei, 110031, Taiwan
- Ph.D. Program in Drug Discovery and Development Industry, College of Pharmacy, Taipei Medical University, Taipei, Taiwan
| | - Jing Ping Liou
- School of Pharmacy, College of Pharmacy, Taipei Medical University, Taipei, 110031, Taiwan
- Ph.D. Program in Drug Discovery and Development Industry, College of Pharmacy, Taipei Medical University, Taipei, Taiwan
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