1
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Deng H, Zhang J, Liu L, Zhang H, Han Y, Wu L, Jing Y, Huang M, Zhao L. Discovery of Novel Mcl-1 Inhibitors with a 3-Substituted-1 H-indole-1-yl Moiety Binding to the P1-P3 Pockets to Induce Apoptosis in Acute Myeloid Leukemia Cells. J Med Chem 2024; 67:13925-13958. [PMID: 39121336 DOI: 10.1021/acs.jmedchem.4c00643] [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: 08/11/2024]
Abstract
Mcl-1 is a main antiapoptotic protein in acute myeloid leukemia (AML) and is used as a target to develop inhibitors. Currently, potent Mcl-1 inhibitors primarily interact with the P2-P4 pockets of Mcl-1, but pharmacological modulation by targeting the P1 pocket is less explored. We designed a series of 1H-indole-2-carboxylic acid compounds as novel Mcl-1 inhibitors occupying the P1-P3 pockets and evaluated their Mcl-1 inhibition and apoptosis induction in AML cells. Two-dimensional 15N-HSQC spectroscopy indicated that 47 (Ki = 24 nM) bound to the BH3 binding groove, occupied the P1 pocket in Mcl-1, and formed interactions with Lys234 and Val249. 47 exhibited good microsomal stability and pharmacokinetic profiles, with low potential risk of cardiotoxicity. 47 inhibited tumor growth in HL-60 and THP-1 xenograft models with growth inhibition rate of 63.7% and 57.4%, respectively. Collectively, 47 represents a novel Mcl-1 inhibitor targeting the P1-P3 pockets with excellent antileukemia effects.
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Affiliation(s)
- Hongguang Deng
- Key Laboratory of Structure-Based Drugs Design & Discovery of Ministry of Education, Shenyang Pharmaceutical University, Shenyang 110016, China
| | - Jingyi Zhang
- Liaoning Key Laboratory of Targeting Drugs for Hematological Malignancies, Shenyang Pharmaceutical University, Shenyang 110016, China
| | - Liang Liu
- Key Laboratory of Structure-Based Drugs Design & Discovery of Ministry of Education, Shenyang Pharmaceutical University, Shenyang 110016, China
| | - Hong Zhang
- Key Laboratory of Structure-Based Drugs Design & Discovery of Ministry of Education, Shenyang Pharmaceutical University, Shenyang 110016, China
| | - Yu Han
- Key Laboratory of Structure-Based Drugs Design & Discovery of Ministry of Education, Shenyang Pharmaceutical University, Shenyang 110016, China
| | - Linlin Wu
- Liaoning Key Laboratory of Targeting Drugs for Hematological Malignancies, Shenyang Pharmaceutical University, Shenyang 110016, China
| | - Yongkui Jing
- Liaoning Key Laboratory of Targeting Drugs for Hematological Malignancies, Shenyang Pharmaceutical University, Shenyang 110016, China
| | - Min Huang
- Key Laboratory of Structure-Based Drugs Design & Discovery of Ministry of Education, Shenyang Pharmaceutical University, Shenyang 110016, China
| | - Linxiang Zhao
- Key Laboratory of Structure-Based Drugs Design & Discovery of Ministry of Education, Shenyang Pharmaceutical University, Shenyang 110016, China
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2
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Adams CM, McBride A, Michener P, Shkundina I, Mitra R, An HH, Porcu P, Eischen CM. Identifying Targetable Vulnerabilities to Circumvent or Overcome Venetoclax Resistance in Diffuse Large B-Cell Lymphoma. Cancers (Basel) 2024; 16:2130. [PMID: 38893249 PMCID: PMC11171410 DOI: 10.3390/cancers16112130] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2024] [Revised: 05/22/2024] [Accepted: 05/28/2024] [Indexed: 06/21/2024] Open
Abstract
Clinical trials with single-agent venetoclax/ABT-199 (anti-apoptotic BCL2 inhibitor) revealed that diffuse large B-cell lymphoma (DLBCL) is not solely dependent on BCL2 for survival. Gaining insight into pathways/proteins that increase venetoclax sensitivity or unique vulnerabilities in venetoclax-resistant DLBCL would provide new potential treatment avenues. Therefore, we generated acquired venetoclax-resistant DLBCL cells and evaluated these together with intrinsically venetoclax-resistant and -sensitive DLBCL lines. We identified resistance mechanisms, including alterations in BCL2 family members that differed between intrinsic and acquired venetoclax resistance and increased dependencies on specific pathways. Although combination treatments with BCL2 family member inhibitors may overcome venetoclax resistance, RNA-sequencing and drug/compound screens revealed that venetoclax-resistant DLBCL cells, including those with TP53 mutation, had a preferential dependency on oxidative phosphorylation. Mitochondrial electron transport chain complex I inhibition induced venetoclax-resistant, but not venetoclax-sensitive, DLBCL cell death. Inhibition of IDH2 (mitochondrial redox regulator) synergistically overcame venetoclax resistance. Additionally, both acquired and intrinsic venetoclax-resistant DLBCL cells were similarly sensitive to inhibitors of transcription, B-cell receptor signaling, and class I histone deacetylases. These approaches were also effective in DLBCL, follicular, and marginal zone lymphoma patient samples. Our results reveal there are multiple ways to circumvent or overcome the diverse venetoclax resistance mechanisms in DLBCL and other B-cell lymphomas and identify critical targetable pathways for future clinical investigations.
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Affiliation(s)
- Clare M. Adams
- Department of Pharmacology, Physiology, and Cancer Biology, Thomas Jefferson University, 233 South 10th St., Philadelphia, PA 19107, USA
| | - Amanda McBride
- Department of Pharmacology, Physiology, and Cancer Biology, Thomas Jefferson University, 233 South 10th St., Philadelphia, PA 19107, USA
- Department of Medical Oncology, Sidney Kimmel Cancer Center, Thomas Jefferson University, 834 Chestnut St., Philadelphia, PA 19107, USA
| | - Peter Michener
- Department of Pharmacology, Physiology, and Cancer Biology, Thomas Jefferson University, 233 South 10th St., Philadelphia, PA 19107, USA
| | - Irina Shkundina
- Department of Pharmacology, Physiology, and Cancer Biology, Thomas Jefferson University, 233 South 10th St., Philadelphia, PA 19107, USA
| | - Ramkrishna Mitra
- Department of Pharmacology, Physiology, and Cancer Biology, Thomas Jefferson University, 233 South 10th St., Philadelphia, PA 19107, USA
| | - Hyun Hwan An
- Department of Pharmacology, Physiology, and Cancer Biology, Thomas Jefferson University, 233 South 10th St., Philadelphia, PA 19107, USA
| | - Pierluigi Porcu
- Department of Medical Oncology, Sidney Kimmel Cancer Center, Thomas Jefferson University, 834 Chestnut St., Philadelphia, PA 19107, USA
| | - Christine M. Eischen
- Department of Pharmacology, Physiology, and Cancer Biology, Thomas Jefferson University, 233 South 10th St., Philadelphia, PA 19107, USA
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3
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Deng H, Han Y, Liu L, Zhang H, Liu D, Wen J, Huang M, Zhao L. Targeting Myeloid Leukemia-1 in Cancer Therapy: Advances and Directions. J Med Chem 2024; 67:5963-5998. [PMID: 38597264 DOI: 10.1021/acs.jmedchem.3c01998] [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: 04/11/2024]
Abstract
As a tripartite cell death switch, B-cell lymphoma protein 2 (Bcl-2) family members precisely regulate the endogenous apoptosis pathway in response to various cell signal stresses through protein-protein interactions. Myeloid leukemia-1 (Mcl-1), a key anti-apoptotic Bcl-2 family member, is positioned downstream in the endogenous apoptotic pathway and plays a central role in regulating mitochondrial function. Mcl-1 is highly expressed in a variety of hematological malignancies and solid tumors, contributing to tumorigenesis, poor prognosis, and chemoresistance, making it an attractive target for cancer treatment. This Perspective aims to discuss the mechanism by which Mcl-1 regulates apoptosis and non-apoptotic functions in cancer cells and to outline the discovery and optimization process of potent Mcl-1 modulators. In addition, we summarize the structural characteristics of potent inhibitors that bind to Mcl-1 through multiple co-crystal structures and analyze the cardiotoxicity caused by current Mcl-1 inhibitors, providing prospects for rational targeting of Mcl-1.
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Affiliation(s)
- Hongguang Deng
- Key Laboratory of Structure-Based Drugs Design & Discovery of Ministry of Education, Shenyang Pharmaceutical University, Shenyang 110016, China
| | - Yu Han
- Key Laboratory of Structure-Based Drugs Design & Discovery of Ministry of Education, Shenyang Pharmaceutical University, Shenyang 110016, China
| | - Liang Liu
- Key Laboratory of Structure-Based Drugs Design & Discovery of Ministry of Education, Shenyang Pharmaceutical University, Shenyang 110016, China
| | - Hong Zhang
- Key Laboratory of Structure-Based Drugs Design & Discovery of Ministry of Education, Shenyang Pharmaceutical University, Shenyang 110016, China
| | - Dan Liu
- Key Laboratory of Structure-Based Drugs Design & Discovery of Ministry of Education, Shenyang Pharmaceutical University, Shenyang 110016, China
| | - Jiachen Wen
- Key Laboratory of Structure-Based Drugs Design & Discovery of Ministry of Education, Shenyang Pharmaceutical University, Shenyang 110016, China
| | - Min Huang
- Key Laboratory of Structure-Based Drugs Design & Discovery of Ministry of Education, Shenyang Pharmaceutical University, Shenyang 110016, China
| | - Linxiang Zhao
- Key Laboratory of Structure-Based Drugs Design & Discovery of Ministry of Education, Shenyang Pharmaceutical University, Shenyang 110016, China
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4
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Gong Q, Wang H, Zhou M, Zhou L, Wang R, Li Y. B-cell lymphoma-2 family proteins in the crosshairs: Small molecule inhibitors and activators for cancer therapy. Med Res Rev 2024; 44:707-737. [PMID: 37983840 DOI: 10.1002/med.21999] [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: 09/05/2023] [Revised: 10/31/2023] [Accepted: 11/02/2023] [Indexed: 11/22/2023]
Abstract
The B-cell lymphoma-2 (BCL-2) family of proteins plays a crucial role in the regulation of apoptosis, offering a dual mechanism for its control. Numerous studies have established a strong association between gene disorders of these proteins and the proliferation of diverse cancer cell types. Consequently, the identification and development of drugs targeting BCL-2 family proteins have emerged as a prominent area in antitumor therapy. Over the last two decades, several small-molecules have been designed to modulate the protein-protein interactions between anti- and proapoptotic BCL-2 proteins, effectively suppressing tumor growth and metastasis in vivo. The primary focus of research has been on developing BCL-2 homology 3 (BH3) mimetics to target antiapoptotic BCL-2 proteins, thereby competitively releasing proapoptotic BCL-2 proteins and restoring the blocked intrinsic apoptotic program. Additionally, for proapoptotic BCL-2 proteins, exogenous small molecules have been explored to activate cell apoptosis by directly interacting with executioner proteins such as BCL-2-associated X protein (BAX) or BCL-2 homologous antagonist/killer protein (BAK). In this comprehensive review, we summarize the inhibitors and activators (sensitizers) of BCL-2 family proteins developed over the past decades, highlighting their discovery, optimization, preclinical and clinical status, and providing an overall landscape of drug development targeting these proteins for therapeutic purposes.
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Affiliation(s)
- Qineng Gong
- Department of Medicinal Chemistry, School of Pharmacy, Fudan University, Shanghai, People's Republic of China
| | - Haojie Wang
- Department of Medicinal Chemistry, School of Pharmacy, Fudan University, Shanghai, People's Republic of China
| | - Mi Zhou
- Department of Medicinal Chemistry, School of Pharmacy, Fudan University, Shanghai, People's Republic of China
| | - Lu Zhou
- Department of Medicinal Chemistry, School of Pharmacy, Fudan University, Shanghai, People's Republic of China
| | - Renxiao Wang
- Department of Medicinal Chemistry, School of Pharmacy, Fudan University, Shanghai, People's Republic of China
| | - Yan Li
- Department of Medicinal Chemistry, School of Pharmacy, Fudan University, Shanghai, People's Republic of China
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5
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Hekking KFW, Maroto S, van Kekem K, Haasjes FS, Slootweg JC, Oude Alink PGB, Dirks R, Sardana M, Bolster MG, Kuijpers B, Smith D, Doodeman R, Scheepstra M, Zech B, Mulvihill M, Renzetti LM, Babiss L, Centrella PA, Clark MA, Cuozzo JW, Guié MA, Sigel E, Habeshian S, Hupp CD, Liu J, Thomson HA, Zhang Y, Keefe AD, Müller G, Gremmen S. Development of Potent Mcl-1 Inhibitors: Structural Investigations on Macrocycles Originating from a DNA-Encoded Chemical Library Screen. J Med Chem 2024; 67:3039-3065. [PMID: 38306405 DOI: 10.1021/acs.jmedchem.3c02206] [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: 02/04/2024]
Abstract
Evasion of apoptosis is critical for the development and growth of tumors. The pro-survival protein myeloid cell leukemia 1 (Mcl-1) is an antiapoptotic member of the Bcl-2 family, associated with tumor aggressiveness, poor survival, and drug resistance. Development of Mcl-1 inhibitors implies blocking of protein-protein interactions, generally requiring a lengthy optimization process of large, complex molecules. Herein, we describe the use of DNA-encoded chemical library synthesis and screening to directly generate complex, yet conformationally privileged macrocyclic hits that serve as Mcl-1 inhibitors. By applying a conceptual combination of conformational analysis and structure-based design in combination with a robust synthetic platform allowing rapid analoging, we optimized in vitro potency of a lead series into the low nanomolar regime. Additionally, we demonstrate fine-tuning of the physicochemical properties of the macrocyclic compounds, resulting in the identification of lead candidates 57/59 with a balanced profile, which are suitable for future development toward therapeutic use.
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Affiliation(s)
| | | | | | | | | | | | - Ron Dirks
- Symeres, 6546BB Nijmegen, The Netherlands
| | | | | | | | | | | | | | - Birgit Zech
- X-Rx, Inc., New York, New York 10016, United States
| | | | | | - Lee Babiss
- X-Rx, Inc., New York, New York 10016, United States
| | | | | | - John W Cuozzo
- X-Chem, Inc., Waltham, Massachusetts 02453, United States
| | | | - Eric Sigel
- X-Chem, Inc., Waltham, Massachusetts 02453, United States
| | | | | | - Julie Liu
- X-Chem, Inc., Waltham, Massachusetts 02453, United States
| | | | - Ying Zhang
- X-Chem, Inc., Waltham, Massachusetts 02453, United States
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6
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Bhatia K, Sandhu V, Wong MH, Iyer P, Bhatt S. Therapeutic biomarkers in acute myeloid leukemia: functional and genomic approaches. Front Oncol 2024; 14:1275251. [PMID: 38410111 PMCID: PMC10894932 DOI: 10.3389/fonc.2024.1275251] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2023] [Accepted: 01/17/2024] [Indexed: 02/28/2024] Open
Abstract
Acute myeloid leukemia (AML) is clinically and genetically a heterogeneous disease characterized by clonal expansion of abnormal hematopoietic progenitors. Genomic approaches to precision medicine have been implemented to direct targeted therapy for subgroups of AML patients, for instance, IDH inhibitors for IDH1/2 mutated patients, and FLT3 inhibitors with FLT3 mutated patients. While next generation sequencing for genetic mutations has improved treatment outcomes, only a fraction of AML patients benefit due to the low prevalence of actionable targets. In recent years, the adoption of newer functional technologies for quantitative phenotypic analysis and patient-derived avatar models has strengthened the potential for generalized functional precision medicine approach. However, functional approach requires robust standardization for multiple variables such as functional parameters, time of drug exposure and drug concentration for making in vitro predictions. In this review, we first summarize genomic and functional therapeutic biomarkers adopted for AML therapy, followed by challenges associated with these approaches, and finally, the future strategies to enhance the implementation of precision medicine.
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Affiliation(s)
- Karanpreet Bhatia
- Department of Pharmacy, National University of Singapore, Singapore, Singapore
| | - Vedant Sandhu
- Department of Pharmacy, National University of Singapore, Singapore, Singapore
| | - Mei Hsuan Wong
- Department of Pharmacy, National University of Singapore, Singapore, Singapore
| | - Prasad Iyer
- Children's Blood and Cancer Centre, KK Women's and Children's Hospital, Singapore, Singapore
- Duke-National University of Singapore (NUS) Medical School, Singapore, Singapore
| | - Shruti Bhatt
- Department of Pharmacy, National University of Singapore, Singapore, Singapore
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7
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Brady PB, Sorensen BK, Risi RM, Curtin ML, Mantei RA, Florjancic AS, Mastracchio A, Ji C, Kunzer AR, Lai C, Storer GE, Chan VS, Henry RF, Souers AJ, Michaelides MR, Judd AS, Hansen TM. Enabling, Decagram-Scale Synthesis of Macrocyclic MCL-1 Inhibitor ABBV-467. J Org Chem 2023; 88:15562-15568. [PMID: 37909857 DOI: 10.1021/acs.joc.3c00939] [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: 11/03/2023]
Abstract
ABBV-467 is a highly potent and selective MCL-1 inhibitor that was advanced to a phase I clinical trial for the treatment of multiple myeloma. Due to its large size and structural complexity, ABBV-467 is a challenging synthetic target. Herein, we describe the synthesis of ABBV-467 on a decagram scale, which enabled preclinical characterization. The strategy is convergent and stereoselective, featuring a hindered biaryl cross coupling, enantioselective hydrogenation, and conformationally preorganized macrocyclization by C-O bond formation as key steps.
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Affiliation(s)
- Patrick B Brady
- Centralized Organic Synthesis Group, Small Molecule Therapeutic and Platform Technologies, AbbVie Inc., North Chicago, Illinois 60064, United States
| | - Bryan K Sorensen
- Centralized Organic Synthesis Group, Small Molecule Therapeutic and Platform Technologies, AbbVie Inc., North Chicago, Illinois 60064, United States
| | - Roberto M Risi
- Centralized Organic Synthesis Group, Small Molecule Therapeutic and Platform Technologies, AbbVie Inc., North Chicago, Illinois 60064, United States
| | - Michael L Curtin
- Centralized Organic Synthesis Group, Small Molecule Therapeutic and Platform Technologies, AbbVie Inc., North Chicago, Illinois 60064, United States
| | - Robert A Mantei
- Centralized Organic Synthesis Group, Small Molecule Therapeutic and Platform Technologies, AbbVie Inc., North Chicago, Illinois 60064, United States
| | - Alan S Florjancic
- Centralized Organic Synthesis Group, Small Molecule Therapeutic and Platform Technologies, AbbVie Inc., North Chicago, Illinois 60064, United States
| | - Anthony Mastracchio
- Global Medicinal Chemistry, Small Molecule Therapeutic and Platform Technologies, AbbVie, Inc., North Chicago, Illinois 60064, United States
| | - Cheng Ji
- Global Medicinal Chemistry, Small Molecule Therapeutic and Platform Technologies, AbbVie, Inc., North Chicago, Illinois 60064, United States
| | - Aaron R Kunzer
- Global Medicinal Chemistry, Small Molecule Therapeutic and Platform Technologies, AbbVie, Inc., North Chicago, Illinois 60064, United States
| | - Chunqiu Lai
- Centralized Organic Synthesis Group, Small Molecule Therapeutic and Platform Technologies, AbbVie Inc., North Chicago, Illinois 60064, United States
| | - Gregory E Storer
- Center of Catalysis, Process Research and Development, AbbVie, Inc., North Chicago, Illinois 60064, United States
| | - Vincent S Chan
- Center of Catalysis, Process Research and Development, AbbVie, Inc., North Chicago, Illinois 60064, United States
| | - Rodger F Henry
- Analytical Sciences, Small Molecule Therapeutic and Platform Technologies, AbbVie Inc., North Chicago, Illinois 60064, United States
| | - Andrew J Souers
- Oncology Discovery, AbbVie, Inc., North Chicago, Illinois 60064, United States
| | | | - Andrew S Judd
- Global Medicinal Chemistry, Small Molecule Therapeutic and Platform Technologies, AbbVie, Inc., North Chicago, Illinois 60064, United States
| | - T Matthew Hansen
- Centralized Organic Synthesis Group, Small Molecule Therapeutic and Platform Technologies, AbbVie Inc., North Chicago, Illinois 60064, United States
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8
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Demin S, Peschiulli A, Velter AI, Vos A, De Boeck B, Miller B, Rombouts FJR, Reuillon T, Lento W, Blanco MD, Jouffroy M, Steyvers H, Bekkers M, Altrocchi C, Pietrak B, Koo SJ, Szewczuk L, Attar R, Philippar U. Macrocyclic Carbon-Linked Pyrazoles As Novel Inhibitors of MCL-1. ACS Med Chem Lett 2023; 14:955-961. [PMID: 37465311 PMCID: PMC10351060 DOI: 10.1021/acsmedchemlett.3c00141] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2023] [Accepted: 06/26/2023] [Indexed: 07/20/2023] Open
Abstract
Myeloid cell leukemia-1 (MCL-1) is a member of the antiapoptotic BCL-2 proteins family and a key regulator of mitochondrial homeostasis. Overexpression of MCL-1 is found in many cancer cells and contributes to tumor progression, which makes it an attractive therapeutic target. Pursuing our previous study of macrocyclic indoles for the inhibition of MCL-1, we report herein the impact of both pyrazole and indole isomerism on the potency and overall properties of this family of compounds. We demonstrated that the incorporation of a fluorine atom on the naphthalene moiety was a necessary step to improve cellular potency and that, combined with the introduction of various side chains on the pyrazole, it enhanced solubility significantly. This exploration culminated in the discovery of compounds (Ra)-10 and (Ra)-15, possessing remarkable cellular potency and properties.
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Affiliation(s)
- Samuël Demin
- Janssen
Research & Development, Janssen Pharmaceutica
N.V., Turnhoutseweg 30, Beerse B-2340, Belgium
| | - Aldo Peschiulli
- Janssen
Research & Development, Janssen Pharmaceutica
N.V., Turnhoutseweg 30, Beerse B-2340, Belgium
| | - Adriana I. Velter
- Janssen
Research & Development, Janssen Pharmaceutica
N.V., Turnhoutseweg 30, Beerse B-2340, Belgium
| | - Ann Vos
- Janssen
Research & Development, Janssen Pharmaceutica
N.V., Turnhoutseweg 30, Beerse B-2340, Belgium
| | - Benoît De Boeck
- Janssen
Research & Development, Janssen Pharmaceutica
N.V., Turnhoutseweg 30, Beerse B-2340, Belgium
| | - Bradley Miller
- Janssen
Research & Development LLC, 1400 McKean Road (Welsh Road), Spring House, Pennsylvania 19477, United States
| | - Frederik J. R. Rombouts
- Janssen
Research & Development, Janssen Pharmaceutica
N.V., Turnhoutseweg 30, Beerse B-2340, Belgium
| | - Tristan Reuillon
- Janssen
Research & Development, Janssen Pharmaceutica
N.V., Turnhoutseweg 30, Beerse B-2340, Belgium
| | - William Lento
- Janssen
Research & Development LLC, 1400 McKean Road (Welsh Road), Spring House, Pennsylvania 19477, United States
| | - Maria Dominguez Blanco
- Janssen
Research & Development, Janssen Pharmaceutica
N.V., Turnhoutseweg 30, Beerse B-2340, Belgium
| | - Matthieu Jouffroy
- Chemical
Process R&D, Discovery Process Research, Janssen Pharmaceutica N.V., Beerse B-2340, Belgium
| | - Helena Steyvers
- Janssen
Research & Development, Janssen Pharmaceutica
N.V., Turnhoutseweg 30, Beerse B-2340, Belgium
| | - Mariette Bekkers
- Janssen
Research & Development, Janssen Pharmaceutica
N.V., Turnhoutseweg 30, Beerse B-2340, Belgium
| | - Cristina Altrocchi
- Janssen
Research & Development, Janssen Pharmaceutica
N.V., Turnhoutseweg 30, Beerse B-2340, Belgium
| | - Beth Pietrak
- Janssen
Research & Development LLC, 1400 McKean Road (Welsh Road), Spring House, Pennsylvania 19477, United States
| | - Seong Joo Koo
- Janssen
Research & Development, Janssen Pharmaceutica
N.V., Turnhoutseweg 30, Beerse B-2340, Belgium
| | - Lawrence Szewczuk
- Janssen
Research & Development LLC, 1400 McKean Road (Welsh Road), Spring House, Pennsylvania 19477, United States
| | - Ricardo Attar
- Janssen
Research & Development LLC, 1400 McKean Road (Welsh Road), Spring House, Pennsylvania 19477, United States
| | - Ulrike Philippar
- Janssen
Research & Development, Janssen Pharmaceutica
N.V., Turnhoutseweg 30, Beerse B-2340, Belgium
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9
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Peng Z, Gillissen B, Richter A, Sinnberg T, Schlaak MS, Eberle J. Enhanced Apoptosis and Loss of Cell Viability in Melanoma Cells by Combined Inhibition of ERK and Mcl-1 Is Related to Loss of Mitochondrial Membrane Potential, Caspase Activation and Upregulation of Proapoptotic Bcl-2 Proteins. Int J Mol Sci 2023; 24:ijms24054961. [PMID: 36902392 PMCID: PMC10002974 DOI: 10.3390/ijms24054961] [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: 01/18/2023] [Revised: 02/24/2023] [Accepted: 03/01/2023] [Indexed: 03/08/2023] Open
Abstract
Targeting of MAP kinase pathways by BRAF inhibitors has evolved as a key therapy for BRAF-mutated melanoma. However, it cannot be applied for BRAF-WT melanoma, and also, in BRAF-mutated melanoma, tumor relapse often follows after an initial phase of tumor regression. Inhibition of MAP kinase pathways downstream at ERK1/2, or inhibitors of antiapoptotic Bcl-2 proteins, such as Mcl-1, may serve as alternative strategies. As shown here, the BRAF inhibitor vemurafenib and the ERK inhibitor SCH772984 showed only limited efficacy in melanoma cell lines, when applied alone. However, in combination with the Mcl-1 inhibitor S63845, the effects of vemurafenib were strongly enhanced in BRAF-mutated cell lines, and the effects of SCH772984 were enhanced in both BRAF-mutated and BRAF-WT cells. This resulted in up to 90% loss of cell viability and cell proliferation, as well as in induction of apoptosis in up to 60% of cells. The combination of SCH772984/S63845 resulted in caspase activation, processing of poly (ADP-ribose) polymerase (PARP), phosphorylation of histone H2AX, loss of mitochondrial membrane potential, and cytochrome c release. Proving the critical role of caspases, a pan-caspase inhibitor suppressed apoptosis induction, as well as loss of cell viability. As concerning Bcl-2 family proteins, SCH772984 enhanced expression of the proapoptotic Bim and Puma, as well as decreased phosphorylation of Bad. The combination finally resulted in downregulation of antiapoptotic Bcl-2 and enhanced expression of the proapoptotic Noxa. In conclusion, combined inhibition of ERK and Mcl-1 revealed an impressive efficacy both in BRAF-mutated and WT melanoma cells, and may thus represent a new strategy for overcoming drug resistance.
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Affiliation(s)
- Zhe Peng
- Skin Cancer Centre Charité, Department of Dermatology, Venereology and Allergology, Charité—Universitätsmedizin Berlin, Charitéplatz 1, 10117 Berlin, Germany
- Clinical Medicine, University of South China, Hengyang 421001, China
| | - Bernhard Gillissen
- Department of Hematology, Oncology, and Tumor Immunology, Charité—Universitätsmedizin Berlin, 13125 Berlin, Germany
| | - Antje Richter
- Department of Hematology, Oncology, and Tumor Immunology, Charité—Universitätsmedizin Berlin, 13125 Berlin, Germany
| | - Tobias Sinnberg
- Skin Cancer Centre Charité, Department of Dermatology, Venereology and Allergology, Charité—Universitätsmedizin Berlin, Charitéplatz 1, 10117 Berlin, Germany
- Division of Dermatooncology, Department of Dermatology, University Tübingen, 72076 Tübingen, Germany
| | - Max S. Schlaak
- Skin Cancer Centre Charité, Department of Dermatology, Venereology and Allergology, Charité—Universitätsmedizin Berlin, Charitéplatz 1, 10117 Berlin, Germany
| | - Jürgen Eberle
- Skin Cancer Centre Charité, Department of Dermatology, Venereology and Allergology, Charité—Universitätsmedizin Berlin, Charitéplatz 1, 10117 Berlin, Germany
- Correspondence:
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10
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Fieulaine S, Tubiana T, Bressanelli S. De novo modelling of HEV replication polyprotein: Five-domain breakdown and involvement of flexibility in functional regulation. Virology 2023; 578:128-140. [PMID: 36527931 DOI: 10.1016/j.virol.2022.12.002] [Citation(s) in RCA: 8] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2022] [Revised: 12/01/2022] [Accepted: 12/02/2022] [Indexed: 12/14/2022]
Abstract
Hepatitis E virus (HEV), a major cause of acute viral hepatitis, is a single-stranded, positive-sense RNA virus. As such, it encodes a 1700-residue replication polyprotein pORF1 that directs synthesis of new viral RNA in infected cells. Here we report extensive modeling with AlphaFold2 of the full-length pORF1, and its production by in vitro translation. From this, we give a detailed update on the breakdown into domains of HEV pORF1. We also provide evidence that pORF1's N-terminal domain is likely to oligomerize to form a dodecameric pore, homologously to what has been described for Chikungunya virus. Beyond providing accurate folds for its five domains, our work highlights that there is no canonical protease encoded in pORF1 and that flexibility in several functionally important regions rather than proteolytic processing may serve to regulate HEV RNA synthesis.
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Affiliation(s)
- Sonia Fieulaine
- Université Paris-Saclay, CEA, CNRS, Institute for Integrative Biology of the Cell (I2BC), 91198, Gif-sur-Yvette, France.
| | - Thibault Tubiana
- Université Paris-Saclay, CEA, CNRS, Institute for Integrative Biology of the Cell (I2BC), 91198, Gif-sur-Yvette, France.
| | - Stéphane Bressanelli
- Université Paris-Saclay, CEA, CNRS, Institute for Integrative Biology of the Cell (I2BC), 91198, Gif-sur-Yvette, France.
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11
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Abstract
Atropisomerism is a conformational chirality that occurs when there is hindered rotation about a σ-bond. While atropisomerism is exemplified by biaryls, it is observed in many other pharmaceutically relevant scaffolds including heterobiaryls, benzamides, diarylamines, and anilides. As bond rotation leads to racemization, atropisomers span the gamut of stereochemical stability. LaPlante has classified atropisomers based on their half-life of racemization at 37 °C: class 1 (t1/2 < 60 s), class 2 (60 s < t1/2 < 4.5 years), and class 3 (t1/2 > 4.5 years). In general, class-3 atropisomers are considered to be suitable for drug development. There are currently four FDA-approved drugs that exist as stable atropisomers, and many others are in clinical trials or have recently appeared in the drug discovery literature. Class-1 atropisomers are more prevalent, with ∼30% of recent FDA-approved small molecules possessing at least one class-1 axis. While class-1 atropisomers do not possess the requisite stereochemical stability to meet the classical definition of atropisomerism, they often bind a given target in a specific set of chiral conformations.Over the past decade, our laboratory has embarked on a research program aimed at leveraging atropisomerism as a design feature to improve the target selectivity of promiscuous lead compounds. Our studies initially focused on introducing class-3 atropisomerism into promiscuous kinase inhibitors, resulting in a proof of principle in which the different atropisomers of a compound can have different selectivity profiles with potentially improved target selectivity. This inspired a careful analysis of the binding conformations of diverse ligands bound to different target proteins, resulting in the realization that the sampled dihedral conformations about a prospective atropisomeric axis played a key role in target binding and that preorganizing the prospective atropisomeric axis into a desired target's preferred conformational range can lead to large gains in target selectivity.As atropisomerism is becoming more prevalent in modern drug discovery, there is an increasing need for strategies for atropisomerically pure samples of pharmaceutical compounds. This has led us and other groups to develop catalytic atroposelective methodologies toward pharmaceutically privileged scaffolds. Our laboratory has contributed examples of atroposelective methodologies toward heterobiaryl systems while also exploring the chirality of less-studied atropisomers such as diarylamines and related scaffolds.This Account will detail recent encounters with atropisomerism in medicinal chemistry and how atropisomerism has transitioned from a "lurking menace" into a leverageable design strategy in order to modulate various properties of biologically active small molecules. This Account will also discuss recent advances in atroposelective synthesis, with a focus on methodologies toward pharmaceutically privileged scaffolds. We predict that a better understanding of the effects of conformational restriction about a prospective atropisomeric axis on target binding will empower chemists to rapidly "program" the selectivity of a lead molecule toward a desired target.
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12
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Pal P, Zhang P, Poddar SK, Zheng G. Patent landscape of inhibitors and PROTACs of the anti-apoptotic BCL-2 family proteins. Expert Opin Ther Pat 2022; 32:1003-1026. [PMID: 35993382 PMCID: PMC9942934 DOI: 10.1080/13543776.2022.2116311] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2022] [Accepted: 08/19/2022] [Indexed: 11/04/2022]
Abstract
INTRODUCTION The anti-apoptotic BCL-2 family proteins, such as BCL-2, BCL-XL, and MCL-1, are excellent cancer therapeutic targets. The FDA approval of BCL-2 selective inhibitor venetoclax in 2016 validated the strategy of targeting these proteins with BH3 mimetic small molecule inhibitors. AREAS COVERED This review provides an overview of the patent literature between 2016 and 2021 covering inhibitors and PROTACs of the anti-apoptotic BCL-2 proteins. EXPERT OPINION Since the FDA approval of venetoclax, tremendous efforts have been made to develop its analogues with improved drug properties. These activities will likely result in new drugs in coming years. Significant progress on MCL-1 inhibitors has also been made, with multiple compounds entering clinical trials. However, MCL-1 inhibition could cause on-target toxicity to normal tissues especially the heart. Similar issue exists with BCL-XL inhibitors, which cause on-target platelet toxicity. To overcome this issue, several strategies have been applied, including prodrug, dendrimer-based drug delivery, antibody-drug conjugate (ADC), and proteolysis targeting chimera (PROTAC); and amazingly, each of these approaches has resulted in a drug candidate entering clinical trials. We envision technologies like ADC and PROTAC could also be utilized to increase the therapeutic index of MCL-1 inhibitors.
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Affiliation(s)
- Pratik Pal
- Department of Medicinal Chemistry, College of Pharmacy, University of Florida, Gainesville, FL, USA
| | - Peiyi Zhang
- Department of Medicinal Chemistry, College of Pharmacy, University of Florida, Gainesville, FL, USA
| | - Saikat K Poddar
- Department of Medicinal Chemistry, College of Pharmacy, University of Florida, Gainesville, FL, USA
| | - Guangrong Zheng
- Department of Medicinal Chemistry, College of Pharmacy, University of Florida, Gainesville, FL, USA
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13
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Mureddu LG, Vuister GW. Fragment-Based Drug Discovery by NMR. Where Are the Successes and Where can It Be Improved? Front Mol Biosci 2022; 9:834453. [PMID: 35252355 PMCID: PMC8895297 DOI: 10.3389/fmolb.2022.834453] [Citation(s) in RCA: 18] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2021] [Accepted: 01/24/2022] [Indexed: 11/13/2022] Open
Abstract
Over the last century, the definitions of pharmaceutical drug and drug discovery have changed considerably. Evolving from an almost exclusively serendipitous approach, drug discovery nowadays involves several distinct, yet sometimes interconnected stages aimed at obtaining molecules able to interact with a defined biomolecular target, and triggering a suitable biological response. At each of the stages, a wide range of techniques are typically employed to obtain the results required to move the project into the next stage. High Throughput Screening (HTS) and Fragment Based Drug Design (FBDD) are the two main approaches used to identify drug-like candidates in the early stages of drug discovery. Nuclear Magnetic Resonance (NMR) spectroscopy has many applications in FBDD and is used extensively in industry as well as in academia. In this manuscript, we discuss the paths of both successful and unsuccessful molecules where NMR had a crucial part in their development. We specifically focus on the techniques used and describe strengths and weaknesses of each stage by examining several case studies. More precisely, we examine the development history from the primary screening to the final lead optimisation of AZD3839 interacting with BACE-1, ABT-199 interacting with BCL2/XL and S64315 interacting with MCL-1. Based on these studies, we derive observations and conclusions regarding the FBDD process by NMR and discuss its potential improvements.
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Affiliation(s)
| | - Geerten W. Vuister
- Leicester Institute of Structural and Chemical Biology, Department of Molecular and Cell Biology, University of Leicester, Leicester, United Kingdom
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14
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Diepstraten ST, Anderson MA, Czabotar PE, Lessene G, Strasser A, Kelly GL. The manipulation of apoptosis for cancer therapy using BH3-mimetic drugs. Nat Rev Cancer 2022; 22:45-64. [PMID: 34663943 DOI: 10.1038/s41568-021-00407-4] [Citation(s) in RCA: 152] [Impact Index Per Article: 76.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 09/02/2021] [Indexed: 12/14/2022]
Abstract
Apoptosis is a form of programmed cell death that is regulated by the balance between prosurvival and proapoptotic BCL-2 protein family members. Evasion of apoptosis is a hallmark of cancer that arises when this balance is tipped in favour of survival. One form of anticancer therapeutic, termed 'BH3-mimetic drugs', has been developed to directly activate the apoptosis machinery in malignant cells. These drugs bind to and inhibit specific prosurvival BCL-2 family proteins, thereby mimicking their interaction with the BH3 domains of proapoptotic BCL-2 family proteins. The BCL-2-specific inhibitor venetoclax is approved by the US Food and Drug Administration and many regulatory authorities worldwide for the treatment of chronic lymphocytic leukaemia and acute myeloid leukaemia. BH3-mimetic drugs targeting other BCL-2 prosurvival proteins have been tested in preclinical models of cancer, and drugs targeting MCL-1 or BCL-XL have advanced into phase I clinical trials for certain cancers. As with all therapeutics, efficacy and tolerability need to be carefully balanced to achieve a therapeutic window whereby there is significant anticancer activity with an acceptable safety profile. In this Review, we outline the current state of BH3-mimetic drugs targeting various prosurvival BCL-2 family proteins and discuss emerging data regarding primary and acquired resistance to these agents and approaches that may overcome this. We highlight issues that need to be addressed to further advance the clinical application of BH3-mimetic drugs, both alone and in combination with additional anticancer agents (for example, standard chemotherapeutic drugs or inhibitors of oncogenic kinases), for improved responses in patients with cancer.
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Affiliation(s)
- Sarah T Diepstraten
- The Walter and Eliza Hall Institute of Medical Research, Melbourne, VIC, Australia
- Department of Medical Biology, University of Melbourne, Melbourne, VIC, Australia
| | - Mary Ann Anderson
- The Walter and Eliza Hall Institute of Medical Research, Melbourne, VIC, Australia
- Department of Medical Biology, University of Melbourne, Melbourne, VIC, Australia
- Department of Clinical Haematology, Royal Melbourne Hospital, Melbourne, VIC, Australia
- Peter MacCallum Cancer Centre, Melbourne, VIC, Australia
| | - Peter E Czabotar
- The Walter and Eliza Hall Institute of Medical Research, Melbourne, VIC, Australia
- Department of Medical Biology, University of Melbourne, Melbourne, VIC, Australia
| | - Guillaume Lessene
- The Walter and Eliza Hall Institute of Medical Research, Melbourne, VIC, Australia
- Department of Medical Biology, University of Melbourne, Melbourne, VIC, Australia
- Department of Pharmacology and Therapeutics, University of Melbourne, Melbourne, VIC, Australia
| | - Andreas Strasser
- The Walter and Eliza Hall Institute of Medical Research, Melbourne, VIC, Australia.
- Department of Medical Biology, University of Melbourne, Melbourne, VIC, Australia.
| | - Gemma L Kelly
- The Walter and Eliza Hall Institute of Medical Research, Melbourne, VIC, Australia.
- Department of Medical Biology, University of Melbourne, Melbourne, VIC, Australia.
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15
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Lee EF, Fairlie WD. Discovery, development and application of drugs targeting BCL-2 pro-survival proteins in cancer. Biochem Soc Trans 2021; 49:2381-2395. [PMID: 34515749 PMCID: PMC8589430 DOI: 10.1042/bst20210749] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2021] [Revised: 08/20/2021] [Accepted: 08/24/2021] [Indexed: 12/13/2022]
Abstract
The discovery of a new class of small molecule compounds that target the BCL-2 family of anti-apoptotic proteins is one of the great success stories of basic science leading to translational outcomes in the last 30 years. The eponymous BCL-2 protein was identified over 30 years ago due to its association with cancer. However, it was the unveiling of the biochemistry and structural biology behind it and its close relatives' mechanism(s)-of-action that provided the inspiration for what are now known as 'BH3-mimetics', the first clinically approved drugs designed to specifically inhibit protein-protein interactions. Herein, we chart the history of how these drugs were discovered, their evolution and application in cancer treatment.
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Affiliation(s)
- Erinna F. Lee
- La Trobe Institute for Molecular Science, La Trobe University, Melbourne, Victoria 3086, Australia
- Cell Death and Survival Laboratory, Olivia Newton-John Cancer Research Institute, Heidelberg, Victoria 3084, Australia
- School of Cancer Medicine, La Trobe University, Bundoora, Victoria 3086, Australia
| | - W. Douglas Fairlie
- La Trobe Institute for Molecular Science, La Trobe University, Melbourne, Victoria 3086, Australia
- Cell Death and Survival Laboratory, Olivia Newton-John Cancer Research Institute, Heidelberg, Victoria 3084, Australia
- School of Cancer Medicine, La Trobe University, Bundoora, Victoria 3086, Australia
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16
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Wang Y, Xiang S, Tan B. Application in Drugs and Materials. AXIALLY CHIRAL COMPOUNDS 2021:297-315. [DOI: 10.1002/9783527825172.ch11] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/01/2023]
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17
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Sipos S, Bálint B, Szabó ZB, Ondi L, Csékei M, Szlávik Z, Proszenyák Á, Murray JB, Davidson J, Chen I, Dokurno P, Surgenor AE, Pedder C, Hubbard RE, Maragno AL, Chanrion M, Colland F, Geneste O, Kotschy A. The Effect of Core Replacement on S64315, a Selective MCL-1 Inhibitor, and Its Analogues. ACS OMEGA 2021; 6:22073-22102. [PMID: 34497901 PMCID: PMC8412899 DOI: 10.1021/acsomega.1c02595] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/21/2021] [Accepted: 07/19/2021] [Indexed: 06/13/2023]
Abstract
Following the identification of thieno[2,3-d]pyrimidine-based selective and potent inhibitors of MCL-1, we explored the effect of core swapping at different levels of advancement. During hit-to-lead optimization, X-ray-guided S-N replacement in the core provided a new vector, whose exploration led to the opening of the so-called deep-S2 pocket of MCL-1. Unfortunately, the occupation of this region led to a plateau in affinity and had to be abandoned. As the project approached selection of a clinical candidate, a series of core swap analogues were also prepared. The affinity and cellular activity of these compounds showed a significant dependence on the core structure. In certain cases, we also observed an increased and accelerated epimerization of the atropoisomers. The most potent core replacement analogues showed considerable in vivo PD response. One compound was progressed into efficacy studies and inhibited tumor growth.
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Affiliation(s)
- Szabolcs Sipos
- Servier
Research Institute of Medicinal Chemistry, Záhony u. 7., H-1031 Budapest, Hungary
| | - Balázs Bálint
- Servier
Research Institute of Medicinal Chemistry, Záhony u. 7., H-1031 Budapest, Hungary
| | - Zoltán B. Szabó
- Servier
Research Institute of Medicinal Chemistry, Záhony u. 7., H-1031 Budapest, Hungary
| | - Levente Ondi
- Servier
Research Institute of Medicinal Chemistry, Záhony u. 7., H-1031 Budapest, Hungary
| | - Márton Csékei
- Servier
Research Institute of Medicinal Chemistry, Záhony u. 7., H-1031 Budapest, Hungary
| | - Zoltán Szlávik
- Servier
Research Institute of Medicinal Chemistry, Záhony u. 7., H-1031 Budapest, Hungary
| | - Ágnes Proszenyák
- Servier
Research Institute of Medicinal Chemistry, Záhony u. 7., H-1031 Budapest, Hungary
| | | | - James Davidson
- Vernalis
(R&D) Ltd., Granta Park, Cambridge CB21 6GB, UK
| | - Ijen Chen
- Vernalis
(R&D) Ltd., Granta Park, Cambridge CB21 6GB, UK
| | - Pawel Dokurno
- Vernalis
(R&D) Ltd., Granta Park, Cambridge CB21 6GB, UK
| | | | | | | | - Ana-Leticia Maragno
- Institut
de Recherches Servier, 125 Chemin de Ronde, 78290 Croissy-sur-Seine, France
| | - Maia Chanrion
- Institut
de Recherches Servier, 125 Chemin de Ronde, 78290 Croissy-sur-Seine, France
| | - Frederic Colland
- Institut
de Recherches Servier, 125 Chemin de Ronde, 78290 Croissy-sur-Seine, France
| | - Olivier Geneste
- Institut
de Recherches Servier, 125 Chemin de Ronde, 78290 Croissy-sur-Seine, France
| | - András Kotschy
- Servier
Research Institute of Medicinal Chemistry, Záhony u. 7., H-1031 Budapest, Hungary
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18
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Zhu PJ, Yu ZZ, Lv YF, Zhao JL, Tong YY, You QD, Jiang ZY. Discovery of 3,5-Dimethyl-4-Sulfonyl-1 H-Pyrrole-Based Myeloid Cell Leukemia 1 Inhibitors with High Affinity, Selectivity, and Oral Bioavailability. J Med Chem 2021; 64:11330-11353. [PMID: 34342996 DOI: 10.1021/acs.jmedchem.1c00682] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/27/2023]
Abstract
Myeloid cell leukemia 1 (Mcl-1) protein is a key negative regulator of apoptosis, and developing Mcl-1 inhibitors has been an attractive strategy for cancer therapy. Herein, we describe the rational design, synthesis, and structure-activity relationship study of 3,5-dimethyl-4-sulfonyl-1H-pyrrole-based compounds as Mcl-1 inhibitors. Stepwise optimizations of hit compound 11 with primary Mcl-1 inhibition (52%@30 μM) led to the discovery of the most potent compound 40 with high affinity (Kd = 0.23 nM) and superior selectivity over other Bcl-2 family proteins (>40,000 folds). Mechanistic studies revealed that 40 could activate the apoptosis signal pathway in an Mcl-1-dependent manner. 40 exhibited favorable physicochemical properties and pharmacokinetic profiles (F% = 41.3%). Furthermore, oral administration of 40 was well tolerated to effectively inhibit tumor growth (T/C = 37.3%) in MV4-11 xenograft models. Collectively, these findings implicate that compound 40 is a promising antitumor agent that deserves further preclinical evaluations.
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Affiliation(s)
- Peng-Ju Zhu
- State Key Laboratory of Natural Medicines, and Jiang Su Key Laboratory of Drug Design and Optimization, China Pharmaceutical University, Nanjing 210009, China.,Department of Medicinal Chemistry, School of Pharmacy, China Pharmaceutical University, Nanjing 210009, China
| | - Ze-Zhou Yu
- State Key Laboratory of Natural Medicines, and Jiang Su Key Laboratory of Drug Design and Optimization, China Pharmaceutical University, Nanjing 210009, China.,Department of Medicinal Chemistry, School of Pharmacy, China Pharmaceutical University, Nanjing 210009, China
| | - Yi-Fei Lv
- State Key Laboratory of Natural Medicines, and Jiang Su Key Laboratory of Drug Design and Optimization, China Pharmaceutical University, Nanjing 210009, China.,Department of Medicinal Chemistry, School of Pharmacy, China Pharmaceutical University, Nanjing 210009, China
| | - Jing-Long Zhao
- State Key Laboratory of Natural Medicines, and Jiang Su Key Laboratory of Drug Design and Optimization, China Pharmaceutical University, Nanjing 210009, China.,Department of Medicinal Chemistry, School of Pharmacy, China Pharmaceutical University, Nanjing 210009, China
| | - Yuan-Yuan Tong
- State Key Laboratory of Natural Medicines, and Jiang Su Key Laboratory of Drug Design and Optimization, China Pharmaceutical University, Nanjing 210009, China.,Department of Medicinal Chemistry, School of Pharmacy, China Pharmaceutical University, Nanjing 210009, China
| | - Qi-Dong You
- State Key Laboratory of Natural Medicines, and Jiang Su Key Laboratory of Drug Design and Optimization, China Pharmaceutical University, Nanjing 210009, China.,Department of Medicinal Chemistry, School of Pharmacy, China Pharmaceutical University, Nanjing 210009, China
| | - Zheng-Yu Jiang
- State Key Laboratory of Natural Medicines, and Jiang Su Key Laboratory of Drug Design and Optimization, China Pharmaceutical University, Nanjing 210009, China.,Department of Medicinal Chemistry, School of Pharmacy, China Pharmaceutical University, Nanjing 210009, China
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19
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Dou Z, Zhao D, Chen X, Xu C, Jin X, Zhang X, Wang Y, Xie X, Li Q, Di C, Zhang H. Aberrant Bcl-x splicing in cancer: from molecular mechanism to therapeutic modulation. J Exp Clin Cancer Res 2021; 40:194. [PMID: 34118966 PMCID: PMC8196531 DOI: 10.1186/s13046-021-02001-w] [Citation(s) in RCA: 22] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2021] [Accepted: 05/30/2021] [Indexed: 12/13/2022] Open
Abstract
Bcl-x pre-mRNA splicing serves as a typical example to study the impact of alternative splicing in the modulation of cell death. Dysregulation of Bcl-x apoptotic isoforms caused by precarious equilibrium splicing is implicated in genesis and development of multiple human diseases, especially cancers. Exploring the mechanism of Bcl-x splicing and regulation has provided insight into the development of drugs that could contribute to sensitivity of cancer cells to death. On this basis, we review the multiple splicing patterns and structural characteristics of Bcl-x. Additionally, we outline the cis-regulatory elements, trans-acting factors as well as epigenetic modifications involved in the splicing regulation of Bcl-x. Furthermore, this review highlights aberrant splicing of Bcl-x involved in apoptosis evade, autophagy, metastasis, and therapy resistance of various cancer cells. Last, emphasis is given to the clinical role of targeting Bcl-x splicing correction in human cancer based on the splice-switching oligonucleotides, small molecular modulators and BH3 mimetics. Thus, it is highlighting significance of aberrant splicing isoforms of Bcl-x as targets for cancer therapy.
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Affiliation(s)
- Zhihui Dou
- Department of Heavy Ion Radiation Medicine, Bio-Medical Research Center, Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou, 730000, China
- Key Laboratory of Heavy Ion Radiation Biology and Medicine of Chinese Academy of Sciences, Lanzhou, 730000, China
- College of Life Sciences, University of Chinese Academy of Sciences, Beijing, 101408, China
- School of Nuclear Science and Technology, University of Chinese Academy of Sciences, Beijing, 101408, China
| | - Dapeng Zhao
- Department of Heavy Ion Radiation Medicine, Bio-Medical Research Center, Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou, 730000, China
- Key Laboratory of Heavy Ion Radiation Biology and Medicine of Chinese Academy of Sciences, Lanzhou, 730000, China
- College of Life Sciences, University of Chinese Academy of Sciences, Beijing, 101408, China
- School of Nuclear Science and Technology, University of Chinese Academy of Sciences, Beijing, 101408, China
| | - Xiaohua Chen
- Department of Heavy Ion Radiation Medicine, Bio-Medical Research Center, Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou, 730000, China
- Key Laboratory of Heavy Ion Radiation Biology and Medicine of Chinese Academy of Sciences, Lanzhou, 730000, China
- College of Life Sciences, University of Chinese Academy of Sciences, Beijing, 101408, China
- School of Nuclear Science and Technology, University of Chinese Academy of Sciences, Beijing, 101408, China
| | - Caipeng Xu
- Department of Heavy Ion Radiation Medicine, Bio-Medical Research Center, Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou, 730000, China
- Key Laboratory of Heavy Ion Radiation Biology and Medicine of Chinese Academy of Sciences, Lanzhou, 730000, China
- College of Life Sciences, University of Chinese Academy of Sciences, Beijing, 101408, China
- School of Nuclear Science and Technology, University of Chinese Academy of Sciences, Beijing, 101408, China
| | - Xiaodong Jin
- Department of Heavy Ion Radiation Medicine, Bio-Medical Research Center, Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou, 730000, China
- Key Laboratory of Heavy Ion Radiation Biology and Medicine of Chinese Academy of Sciences, Lanzhou, 730000, China
| | - Xuetian Zhang
- Department of Heavy Ion Radiation Medicine, Bio-Medical Research Center, Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou, 730000, China
- Key Laboratory of Heavy Ion Radiation Biology and Medicine of Chinese Academy of Sciences, Lanzhou, 730000, China
- College of Life Sciences, University of Chinese Academy of Sciences, Beijing, 101408, China
- School of Nuclear Science and Technology, University of Chinese Academy of Sciences, Beijing, 101408, China
| | - Yupei Wang
- Medical Genetics Center of Gansu Maternal and Child Health Care Center, Lanzhou, 730000, China
| | - Xiaodong Xie
- School of Basic Medical Sciences, Lanzhou University, Lanzhou, 730000, China
| | - Qiang Li
- Department of Heavy Ion Radiation Medicine, Bio-Medical Research Center, Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou, 730000, China
- Key Laboratory of Heavy Ion Radiation Biology and Medicine of Chinese Academy of Sciences, Lanzhou, 730000, China
- College of Life Sciences, University of Chinese Academy of Sciences, Beijing, 101408, China
- School of Nuclear Science and Technology, University of Chinese Academy of Sciences, Beijing, 101408, China
- Advanced Energy Science and Technology Guangdong Laboratory, Huizhou, 516029, China
| | - Cuixia Di
- Department of Heavy Ion Radiation Medicine, Bio-Medical Research Center, Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou, 730000, China.
- Key Laboratory of Heavy Ion Radiation Biology and Medicine of Chinese Academy of Sciences, Lanzhou, 730000, China.
- College of Life Sciences, University of Chinese Academy of Sciences, Beijing, 101408, China.
- School of Nuclear Science and Technology, University of Chinese Academy of Sciences, Beijing, 101408, China.
- Advanced Energy Science and Technology Guangdong Laboratory, Huizhou, 516029, China.
| | - Hong Zhang
- Department of Heavy Ion Radiation Medicine, Bio-Medical Research Center, Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou, 730000, China.
- Key Laboratory of Heavy Ion Radiation Biology and Medicine of Chinese Academy of Sciences, Lanzhou, 730000, China.
- College of Life Sciences, University of Chinese Academy of Sciences, Beijing, 101408, China.
- School of Nuclear Science and Technology, University of Chinese Academy of Sciences, Beijing, 101408, China.
- Advanced Energy Science and Technology Guangdong Laboratory, Huizhou, 516029, China.
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20
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Green H, Koes DR, Durrant JD. DeepFrag: a deep convolutional neural network for fragment-based lead optimization. Chem Sci 2021; 12:8036-8047. [PMID: 34194693 PMCID: PMC8208308 DOI: 10.1039/d1sc00163a] [Citation(s) in RCA: 27] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2021] [Accepted: 05/06/2021] [Indexed: 12/17/2022] Open
Abstract
Machine learning has been increasingly applied to the field of computer-aided drug discovery in recent years, leading to notable advances in binding-affinity prediction, virtual screening, and QSAR. Surprisingly, it is less often applied to lead optimization, the process of identifying chemical fragments that might be added to a known ligand to improve its binding affinity. We here describe a deep convolutional neural network that predicts appropriate fragments given the structure of a receptor/ligand complex. In an independent benchmark of known ligands with missing (deleted) fragments, our DeepFrag model selected the known (correct) fragment from a set over 6500 about 58% of the time. Even when the known/correct fragment was not selected, the top fragment was often chemically similar and may well represent a valid substitution. We release our trained DeepFrag model and associated software under the terms of the Apache License, Version 2.0.
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Affiliation(s)
- Harrison Green
- Department of Biological Sciences, University of Pittsburgh Pittsburgh Pennsylvania 15260 USA
| | - David R Koes
- Department of Computational and Systems Biology, University of Pittsburgh Pittsburgh Pennsylvania 15260 USA
| | - Jacob D Durrant
- Department of Biological Sciences, University of Pittsburgh Pittsburgh Pennsylvania 15260 USA
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21
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Wang H, Guo M, Wei H, Chen Y. Targeting MCL-1 in cancer: current status and perspectives. J Hematol Oncol 2021; 14:67. [PMID: 33883020 PMCID: PMC8061042 DOI: 10.1186/s13045-021-01079-1] [Citation(s) in RCA: 147] [Impact Index Per Article: 49.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2021] [Accepted: 04/14/2021] [Indexed: 12/13/2022] Open
Abstract
Myeloid leukemia 1 (MCL-1) is an antiapoptotic protein of the BCL-2 family that prevents apoptosis by binding to the pro-apoptotic BCL-2 proteins. Overexpression of MCL-1 is frequently observed in many tumor types and is closely associated with tumorigenesis, poor prognosis and drug resistance. The central role of MCL-1 in regulating the mitochondrial apoptotic pathway makes it an attractive target for cancer therapy. Significant progress has been made with regard to MCL-1 inhibitors, some of which have entered clinical trials. Here, we discuss the mechanism by which MCL-1 regulates cancer cell apoptosis and review the progress related to MCL-1 small molecule inhibitors and their role in cancer therapy.
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Affiliation(s)
- Haolan Wang
- Department of Oncology, NHC Key Laboratory of Cancer Proteomics, Laboratory of Structural Biology, National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, 410008, Hunan, China
| | - Ming Guo
- Department of Oncology, NHC Key Laboratory of Cancer Proteomics, Laboratory of Structural Biology, National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, 410008, Hunan, China
| | - Hudie Wei
- Department of Oncology, NHC Key Laboratory of Cancer Proteomics, Laboratory of Structural Biology, National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, 410008, Hunan, China.
| | - Yongheng Chen
- Department of Oncology, NHC Key Laboratory of Cancer Proteomics, Laboratory of Structural Biology, National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, 410008, Hunan, China. .,National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, 410008, Hunan, China.
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22
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Parry N, Wheadon H, Copland M. The application of BH3 mimetics in myeloid leukemias. Cell Death Dis 2021; 12:222. [PMID: 33637708 PMCID: PMC7908010 DOI: 10.1038/s41419-021-03500-6] [Citation(s) in RCA: 22] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2020] [Revised: 01/29/2021] [Accepted: 02/01/2021] [Indexed: 01/31/2023]
Abstract
Execution of the intrinsic apoptotic pathway is controlled by the BCL-2 proteins at the level of the mitochondrial outer membrane (MOM). This family of proteins consists of prosurvival (e.g., BCL-2, MCL-1) and proapoptotic (e.g., BIM, BAD, HRK) members, the functional balance of which dictates the activation of BAX and BAK. Once activated, BAX/BAK form pores in the MOM, resulting in cytochrome c release from the mitochondrial intermembrane space, leading to apoptosome formation, caspase activation, and cleavage of intracellular targets. This pathway is induced by cellular stress including DNA damage, cytokine and growth factor withdrawal, and chemotherapy/drug treatment. A well-documented defense of leukemia cells is to shift the balance of the BCL-2 family in favor of the prosurvival proteins to protect against such intra- and extracellular stimuli. Small molecule inhibitors targeting the prosurvival proteins, named 'BH3 mimetics', have come to the fore in recent years to treat hematological malignancies, both as single agents and in combination with standard-of-care therapies. The most significant example of these is the BCL-2-specific inhibitor venetoclax, given in combination with standard-of-care therapies with great success in AML in clinical trials. As the number and variety of available BH3 mimetics increases, and investigations into applying these novel inhibitors to treat myeloid leukemias continue apace the need to evaluate where we currently stand in this rapidly expanding field is clear.
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Affiliation(s)
- Narissa Parry
- Paul O'Gorman Leukaemia Research Centre, University of Glasgow, Glasgow, UK.
| | - Helen Wheadon
- Paul O'Gorman Leukaemia Research Centre, University of Glasgow, Glasgow, UK
| | - Mhairi Copland
- Paul O'Gorman Leukaemia Research Centre, University of Glasgow, Glasgow, UK
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It's time to die: BH3 mimetics in solid tumors. BIOCHIMICA ET BIOPHYSICA ACTA-MOLECULAR CELL RESEARCH 2021; 1868:118987. [PMID: 33600840 DOI: 10.1016/j.bbamcr.2021.118987] [Citation(s) in RCA: 37] [Impact Index Per Article: 12.3] [Reference Citation Analysis] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Received: 11/13/2020] [Revised: 01/26/2021] [Accepted: 01/29/2021] [Indexed: 12/31/2022]
Abstract
The removal of cells by apoptosis is an essential process regulating tissue homeostasis. Cancer cells acquire the ability to circumvent apoptosis and survive in an unphysiological tissue context. Thereby, the Bcl-2 protein family plays a key role in the initiation of apoptosis, and overexpression of the anti-apoptotic Bcl-2 proteins is one of the molecular mechanisms protecting cancer cells from apoptosis. Recently, small molecules targeting the anti-apoptotic Bcl-2 family proteins have been identified, and with venetoclax the first of these BH3 mimetics has been approved for the treatment of leukemia. In solid tumors the anti-apoptotic Bcl-2 family proteins Mcl-1 and Bcl-xL are frequently overexpressed or genetically amplified. In this review, we summarize the role of Mcl-1 and Bcl-xL in solid tumors and compare the different BH3 mimetics targeting Mcl-1 or Bcl-xL.
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24
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Li S, Guo W, Wu H. The role of post-translational modifications in the regulation of MCL1. Cell Signal 2021; 81:109933. [PMID: 33508399 DOI: 10.1016/j.cellsig.2021.109933] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2020] [Revised: 01/22/2021] [Accepted: 01/22/2021] [Indexed: 12/25/2022]
Abstract
Apoptosis is an evolutionarily conserved form of programed cell death (PCD) that has a vital effect on early embryonic development, tissue homeostasis and clearance of damaged cells. Dysregulation of apoptosis can lead to many diseases, such as Alzheimer's disease, cancer, AIDS and heart disease. The anti-apoptotic protein MCL1, a member of the BCL2 family, plays important roles in these physiological and pathological processes. Its high expression is closely related to drug resistances in the treatment of tumor. This review summarizes the structure and function of MCL1, the types of post-translational modifications of MCL1 and their effects on the functions of MCL1, as well as the treatment strategies targeting MCL1 in cancer therapy. The research on the fine regulation of MCL1 will be favorable to the provision of a promising future for the design and screening of MCL1 inhibitors.
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Affiliation(s)
- Shujing Li
- School of Bioengineering & Province Key Laboratory of Protein Modification and Disease, Liaoning Province, Dalian University of Technology, China
| | - Wanping Guo
- School of Bioengineering & Province Key Laboratory of Protein Modification and Disease, Liaoning Province, Dalian University of Technology, China
| | - Huijian Wu
- School of Bioengineering & Province Key Laboratory of Protein Modification and Disease, Liaoning Province, Dalian University of Technology, China.
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25
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Interdiction at a protein-protein interface: MCL-1 inhibitors for oncology. Bioorg Med Chem Lett 2021; 32:127717. [DOI: 10.1016/j.bmcl.2020.127717] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2020] [Revised: 11/20/2020] [Accepted: 11/21/2020] [Indexed: 01/19/2023]
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26
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Fan Y, Hou X, Fang H. Recent Advances in the Development of Selective Mcl-1 Inhibitors for the Treatment of Cancer (2017-Present). Recent Pat Anticancer Drug Discov 2020; 15:306-320. [DOI: 10.2174/1574892815666200916124641] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2020] [Revised: 07/24/2020] [Accepted: 07/29/2020] [Indexed: 12/18/2022]
Abstract
Background:
Myeloid cell leukemia-1 (Mcl-1) protein, as a critical pro-survival member
of the B-cell lymphoma 2 (Bcl-2) protein family, plays an important role in apoptosis, carcinogenesis
and resistance to chemotherapies. Hence, potently and selectively inhibiting Mcl-1 to induce
apoptosis has become a widely accepted anticancer strategy.
Objective:
This review intends to provide a comprehensive overview of patents and primary literature,
published from 2017 to present, on small molecule Mcl-1 inhibitors with various scaffolds.
By analyzing the modes of compound-protein interactions, the similarities and differences of those
structures are discussed, which could provide guidance for future drug design.
Methods:
The primary accesses for patent searching are SciFinder and Espacenet®. Besides the data
disclosed in patents, some results published in the follow-up research papers will be included in
this review.
Results:
The review covers dozens of patents on Mcl-1 inhibitors in the past three years, and the
scaffolds of compounds are mainly divided into indole scaffolds and non-indole scaffolds. The
compounds described here are compared with the relevant inhibitors disclosed in previous patents,
and representative compounds, especially those launched in clinical trials, are emphasized in this review.
Conclusion:
For most of the compounds in these patents, analyses of the binding affinity to Mcl-1
and studies in multiple cell lines were conducted, wherein some compounds were tested in preclinical
cancer models or were included in other biological studies. Some compounds showed promising
results and potential for further study.
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Affiliation(s)
- Ying Fan
- Department of Medicinal Chemistry, Key Laboratory of Chemical Biology (Ministry of Education), School of Pharmaceutical Sciences, Cheeloo College of Medicine, Shandong University, 44 Wenhuaxi Road, 250012, Jinan, Shandong, China
| | - Xuben Hou
- Department of Medicinal Chemistry, Key Laboratory of Chemical Biology (Ministry of Education), School of Pharmaceutical Sciences, Cheeloo College of Medicine, Shandong University, 44 Wenhuaxi Road, 250012, Jinan, Shandong, China
| | - Hao Fang
- Department of Medicinal Chemistry, Key Laboratory of Chemical Biology (Ministry of Education), School of Pharmaceutical Sciences, Cheeloo College of Medicine, Shandong University, 44 Wenhuaxi Road, 250012, Jinan, Shandong, China
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Carter JL, Hege K, Yang J, Kalpage HA, Su Y, Edwards H, Hüttemann M, Taub JW, Ge Y. Targeting multiple signaling pathways: the new approach to acute myeloid leukemia therapy. Signal Transduct Target Ther 2020; 5:288. [PMID: 33335095 PMCID: PMC7746731 DOI: 10.1038/s41392-020-00361-x] [Citation(s) in RCA: 97] [Impact Index Per Article: 24.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2020] [Revised: 09/21/2020] [Accepted: 09/23/2020] [Indexed: 02/06/2023] Open
Abstract
Acute myeloid leukemia (AML) is the most common form of acute leukemia in adults and the second most common form of acute leukemia in children. Despite this, very little improvement in survival rates has been achieved over the past few decades. This is partially due to the heterogeneity of AML and the need for more targeted therapeutics than the traditional cytotoxic chemotherapies that have been a mainstay in therapy for the past 50 years. In the past 20 years, research has been diversifying the approach to treating AML by investigating molecular pathways uniquely relevant to AML cell proliferation and survival. Here we review the development of novel therapeutics in targeting apoptosis, receptor tyrosine kinase (RTK) signaling, hedgehog (HH) pathway, mitochondrial function, DNA repair, and c-Myc signaling. There has been an impressive effort into better understanding the diversity of AML cell characteristics and here we highlight important preclinical studies that have supported therapeutic development and continue to promote new ways to target AML cells. In addition, we describe clinical investigations that have led to FDA approval of new targeted AML therapies and ongoing clinical trials of novel therapies targeting AML survival pathways. We also describe the complexity of targeting leukemia stem cells (LSCs) as an approach to addressing relapse and remission in AML and targetable pathways that are unique to LSC survival. This comprehensive review details what we currently understand about the signaling pathways that support AML cell survival and the exceptional ways in which we disrupt them.
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Affiliation(s)
- Jenna L Carter
- Cancer Biology Graduate Program, Wayne State University School of Medicine, Detroit, MI, USA.,MD/PhD Program, Wayne State University School of Medicine, Detroit, MI, USA
| | - Katie Hege
- Cancer Biology Graduate Program, Wayne State University School of Medicine, Detroit, MI, USA
| | - Jay Yang
- Department of Oncology, Wayne State University School of Medicine, Detroit, MI, USA.,Molecular Therapeutics Program, Barbara Ann Karmanos Cancer Institute, Wayne State University School of Medicine, Detroit, MI, USA
| | - Hasini A Kalpage
- Center for Molecular Medicine and Genetics, Wayne State University School of Medicine, Detroit, MI, USA
| | - Yongwei Su
- Department of Oncology, Wayne State University School of Medicine, Detroit, MI, USA.,Molecular Therapeutics Program, Barbara Ann Karmanos Cancer Institute, Wayne State University School of Medicine, Detroit, MI, USA.,National Engineering Laboratory for AIDS Vaccine, Key Laboratory for Molecular Enzymology and Engineering, The Ministry of Education, School of Life Sciences, Jilin University, Changchun, China
| | - Holly Edwards
- Department of Oncology, Wayne State University School of Medicine, Detroit, MI, USA.,Molecular Therapeutics Program, Barbara Ann Karmanos Cancer Institute, Wayne State University School of Medicine, Detroit, MI, USA
| | - Maik Hüttemann
- Center for Molecular Medicine and Genetics, Wayne State University School of Medicine, Detroit, MI, USA
| | - Jeffrey W Taub
- Cancer Biology Graduate Program, Wayne State University School of Medicine, Detroit, MI, USA. .,Molecular Therapeutics Program, Barbara Ann Karmanos Cancer Institute, Wayne State University School of Medicine, Detroit, MI, USA. .,Division of Pediatric Hematology/Oncology, Children's Hospital of Michigan, Detroit, MI, USA. .,Department of Pediatrics, Wayne State University School of Medicine, Detroit, MI, USA.
| | - Yubin Ge
- Cancer Biology Graduate Program, Wayne State University School of Medicine, Detroit, MI, USA. .,Department of Oncology, Wayne State University School of Medicine, Detroit, MI, USA. .,Molecular Therapeutics Program, Barbara Ann Karmanos Cancer Institute, Wayne State University School of Medicine, Detroit, MI, USA.
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28
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Bolomsky A, Vogler M, Köse MC, Heckman CA, Ehx G, Ludwig H, Caers J. MCL-1 inhibitors, fast-lane development of a new class of anti-cancer agents. J Hematol Oncol 2020; 13:173. [PMID: 33308268 PMCID: PMC7731749 DOI: 10.1186/s13045-020-01007-9] [Citation(s) in RCA: 82] [Impact Index Per Article: 20.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2020] [Accepted: 11/22/2020] [Indexed: 12/24/2022] Open
Abstract
Cell death escape is one of the most prominent features of tumor cells and closely linked to the dysregulation of members of the Bcl-2 family of proteins. Among those, the anti-apoptotic family member myeloid cell leukemia-1 (MCL-1) acts as a master regulator of apoptosis in various human malignancies. Irrespective of its unfavorable structure profile, independent research efforts recently led to the generation of highly potent MCL-1 inhibitors that are currently evaluated in clinical trials. This offers new perspectives to target a so far undruggable cancer cell dependency. However, a detailed understanding about the tumor and tissue type specific implications of MCL-1 are a prerequisite for the optimal (i.e., precision medicine guided) use of this novel drug class. In this review, we summarize the major functions of MCL-1 with a special focus on cancer, provide insights into its different roles in solid vs. hematological tumors and give an update about the (pre)clinical development program of state-of-the-art MCL-1 targeting compounds. We aim to raise the awareness about the heterogeneous role of MCL-1 as drug target between, but also within tumor entities and to highlight the importance of rationale treatment decisions on a case by case basis.
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Affiliation(s)
- Arnold Bolomsky
- Wilhelminen Cancer Research Institute, Wilhelminenspital, Vienna, Austria
| | - Meike Vogler
- Department of Clinical Hematology, GIGA-I3, University of Liège, CHU De Liège, 35, Dom Univ Sart Tilman B, 4000, Liège, Belgium
| | - Murat Cem Köse
- Institute for Experimental Cancer Research in Pediatrics, Goethe-University, Frankfurt, Germany
| | - Caroline A Heckman
- Institute for Molecular Medicine Finland-FIMM, HiLIFE-Helsinki Institute of Life Science, iCAN Digital Cancer Medicine Flagship, University of Helsinki, Helsinki, Finland
| | - Grégory Ehx
- Institute for Experimental Cancer Research in Pediatrics, Goethe-University, Frankfurt, Germany
| | - Heinz Ludwig
- Wilhelminen Cancer Research Institute, Wilhelminenspital, Vienna, Austria
| | - Jo Caers
- Department of Clinical Hematology, GIGA-I3, University of Liège, CHU De Liège, 35, Dom Univ Sart Tilman B, 4000, Liège, Belgium.
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29
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Negi A, Murphy PV. Development of Mcl-1 inhibitors for cancer therapy. Eur J Med Chem 2020; 210:113038. [PMID: 33333396 DOI: 10.1016/j.ejmech.2020.113038] [Citation(s) in RCA: 48] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2020] [Revised: 10/23/2020] [Accepted: 11/13/2020] [Indexed: 12/16/2022]
Abstract
The myeloid leukemia cell differentiation protein (Mcl-1) is an anti-apoptotic protein of the B-cell lymphoma 2 (Bcl-2) family, which regulates cellular apoptosis. Mcl-1 expression plays a key role in survival of cancer cells and therefore serves as a promising target in cancer therapy. Besides, its importance as a cancer target, various peptides and small-molecule inhibitors have been successfully designed and synthesized, yet no Mcl-1 inhibitor is approved for clinical use. However, recent development on the understanding of Mcl-1's role in key cellular processes in cancer and an upsurge of reports highlighting its association in various anticancer drug resistance supports the view that Mcl-1 is a key target in various cancers, especially hematological cancers. This review compiles structures of a variety of inhibitors of Mcl-1 reported to date. These include inhibitors based on a diverse range of heterocycles (e.g. indole, imidazole, thiophene, nicotinic acid, piperazine, triazine, thiazole, isoindoline), oligomers (terphenyl, quaterpyridine), polyphenol, phenalene, anthranilic acid, anthraquinone, macrocycles, natural products, and metal-based complexes. In addition, an effort has been made to summarize the structure activity relationships, based on a variety of assays, of some important classes of Mcl-1 inhibitors, giving affinities and selectivities for Mcl-1 compared to other Bcl-2 family members. A focus has been placed on categorizing the inhibitors based on their core frameworks (scaffolds) to appeal to the chemical biologist or medicinal chemist.
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Affiliation(s)
- Arvind Negi
- School of Chemistry, National University of Ireland Galway, University Road, Galway, H91 TK33, Ireland
| | - Paul V Murphy
- School of Chemistry, National University of Ireland Galway, University Road, Galway, H91 TK33, Ireland.
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30
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Jahnke W, Erlanson DA, de Esch IJP, Johnson CN, Mortenson PN, Ochi Y, Urushima T. Fragment-to-Lead Medicinal Chemistry Publications in 2019. J Med Chem 2020; 63:15494-15507. [PMID: 33226222 DOI: 10.1021/acs.jmedchem.0c01608] [Citation(s) in RCA: 39] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
Fragment-based drug discovery (FBDD) has grown and matured to a point where it is valuable to keep track of its extent and details of application. This Perspective summarizes successful fragment-to-lead stories published in 2019. It is the fifth in a series that started with literature published in 2015. The analysis of screening methods, optimization strategies, and molecular properties of hits and leads are presented in the hope of informing best practices for FBDD. Moreover, FBDD is constantly evolving, and the latest technologies and emerging trends are summarized. These include covalent FBDD, FBDD for the stabilization of proteins or protein-protein interactions, FBDD for enzyme activators, new screening technologies, and advances in library design and chemical synthesis.
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Affiliation(s)
- Wolfgang Jahnke
- Chemical Biology and Therapeutics, Novartis Institutes for Biomedical Research, 4002 Basel, Switzerland
| | - Daniel A Erlanson
- Frontier Medicines, 151 Oyster Point Boulevard, South San Francisco, California 94080, United States of America
| | - Iwan J P de Esch
- Division of Medicinal Chemistry, Amsterdam Institute for Molecules, Medicines and Systems (AIMMS), Vrije Universiteit Amsterdam, De Boelelaan 1108, 1081 HZ Amsterdam, The Netherlands
| | - Christopher N Johnson
- Astex Pharmaceuticals, 436 Cambridge Science Park, Milton Road, Cambridge CB4 0QA, United Kingdom
| | - Paul N Mortenson
- Astex Pharmaceuticals, 436 Cambridge Science Park, Milton Road, Cambridge CB4 0QA, United Kingdom
| | - Yuji Ochi
- Astex Pharmaceuticals, 436 Cambridge Science Park, Milton Road, Cambridge CB4 0QA, United Kingdom
| | - Tatsuya Urushima
- Astex Pharmaceuticals, 436 Cambridge Science Park, Milton Road, Cambridge CB4 0QA, United Kingdom
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31
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Szlavik Z, Csekei M, Paczal A, Szabo ZB, Sipos S, Radics G, Proszenyak A, Balint B, Murray J, Davidson J, Chen I, Dokurno P, Surgenor AE, Daniels ZM, Hubbard RE, Le Toumelin-Braizat G, Claperon A, Lysiak-Auvity G, Girard AM, Bruno A, Chanrion M, Colland F, Maragno AL, Demarles D, Geneste O, Kotschy A. Discovery of S64315, a Potent and Selective Mcl-1 Inhibitor. J Med Chem 2020; 63:13762-13795. [DOI: 10.1021/acs.jmedchem.0c01234] [Citation(s) in RCA: 24] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Affiliation(s)
- Zoltan Szlavik
- Servier Research Institute of Medicinal Chemistry, Záhony u. 7, H-1031 Budapest, Hungary
| | - Marton Csekei
- Servier Research Institute of Medicinal Chemistry, Záhony u. 7, H-1031 Budapest, Hungary
| | - Attila Paczal
- Servier Research Institute of Medicinal Chemistry, Záhony u. 7, H-1031 Budapest, Hungary
| | - Zoltan B. Szabo
- Servier Research Institute of Medicinal Chemistry, Záhony u. 7, H-1031 Budapest, Hungary
| | - Szabolcs Sipos
- Servier Research Institute of Medicinal Chemistry, Záhony u. 7, H-1031 Budapest, Hungary
| | - Gabor Radics
- Servier Research Institute of Medicinal Chemistry, Záhony u. 7, H-1031 Budapest, Hungary
| | - Agnes Proszenyak
- Servier Research Institute of Medicinal Chemistry, Záhony u. 7, H-1031 Budapest, Hungary
| | - Balazs Balint
- Servier Research Institute of Medicinal Chemistry, Záhony u. 7, H-1031 Budapest, Hungary
| | - James Murray
- Vernalis (R&D) Ltd., Granta Park, Cambridge CB21 6GB, U.K
| | - James Davidson
- Vernalis (R&D) Ltd., Granta Park, Cambridge CB21 6GB, U.K
| | - Ijen Chen
- Vernalis (R&D) Ltd., Granta Park, Cambridge CB21 6GB, U.K
| | - Pawel Dokurno
- Vernalis (R&D) Ltd., Granta Park, Cambridge CB21 6GB, U.K
| | | | | | | | | | - Audrey Claperon
- Institut de Recherche Servier, 125 Chemin de Ronde, 78290 Croissy-sur-Seine, France
| | - Gaëlle Lysiak-Auvity
- Institut de Recherche Servier, 125 Chemin de Ronde, 78290 Croissy-sur-Seine, France
| | - Anne-Marie Girard
- Institut de Recherche Servier, 125 Chemin de Ronde, 78290 Croissy-sur-Seine, France
| | - Alain Bruno
- Institut de Recherche Servier, 125 Chemin de Ronde, 78290 Croissy-sur-Seine, France
| | - Maia Chanrion
- Institut de Recherche Servier, 125 Chemin de Ronde, 78290 Croissy-sur-Seine, France
| | - Frédéric Colland
- Institut de Recherche Servier, 125 Chemin de Ronde, 78290 Croissy-sur-Seine, France
| | - Ana-Leticia Maragno
- Institut de Recherche Servier, 125 Chemin de Ronde, 78290 Croissy-sur-Seine, France
| | - Didier Demarles
- Technologie Servier, 27 Rue Eugène Vignat, 45000 Orleans, France
| | - Olivier Geneste
- Institut de Recherche Servier, 125 Chemin de Ronde, 78290 Croissy-sur-Seine, France
| | - Andras Kotschy
- Servier Research Institute of Medicinal Chemistry, Záhony u. 7, H-1031 Budapest, Hungary
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32
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Mureddu LG, Ragan TJ, Brooksbank EJ, Vuister GW. CcpNmr AnalysisScreen, a new software programme with dedicated automated analysis tools for fragment-based drug discovery by NMR. JOURNAL OF BIOMOLECULAR NMR 2020; 74:565-577. [PMID: 32638146 PMCID: PMC7683461 DOI: 10.1007/s10858-020-00321-1] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/31/2019] [Accepted: 05/26/2020] [Indexed: 06/11/2023]
Abstract
Fragment-based drug discovery or FBDD is one of the main methods used by industry and academia for identifying drug-like candidates in early stages of drug discovery. NMR has a significant impact at any stage of the drug discovery process, from primary identification of small molecules to the elucidation of binding modes for guiding optimisations. The essence of NMR as an analytical tool, however, requires the processing and analysis of relatively large amounts of single data items, e.g. spectra, which can be daunting when managed manually. One bottleneck in FBDD by NMR is a lack of adequate and well-integrated resources for NMR data analysis that are freely available to the community. Thus, scientists typically resort to manually inspecting large datasets and relying predominantly on subjective interpretations. In this manuscript, we present CcpNmr AnalysisScreen, a software package that provides computational tools for automated analysis of FBDD data by NMR. We outline how the quality of collected spectra can be evaluated quickly, and how robust workflows can be optimised for reliable and rapid hit identification. With an intuitive graphical user interface and powerful algorithms, AnalysisScreen enables easy analysis of the large datasets needed in the early process of drug discovery by NMR.
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Affiliation(s)
- Luca G Mureddu
- Department of Molecular and Cell Biology, Leicester Institute of Structural and Chemical Biology, University of Leicester, Henry Wellcome Building, Lancaster Road, Leicester, LE1 7HN, UK
| | - Timothy J Ragan
- Department of Molecular and Cell Biology, Leicester Institute of Structural and Chemical Biology, University of Leicester, Henry Wellcome Building, Lancaster Road, Leicester, LE1 7HN, UK
| | - Edward J Brooksbank
- Department of Molecular and Cell Biology, Leicester Institute of Structural and Chemical Biology, University of Leicester, Henry Wellcome Building, Lancaster Road, Leicester, LE1 7HN, UK
| | - Geerten W Vuister
- Department of Molecular and Cell Biology, Leicester Institute of Structural and Chemical Biology, University of Leicester, Henry Wellcome Building, Lancaster Road, Leicester, LE1 7HN, UK.
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33
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Zhu PJ, Yu ZZ, You QD, Jiang ZY. Myeloid cell leukemin-1 inhibitors: a growing arsenal for cancer therapy. Drug Discov Today 2020; 25:1873-1882. [PMID: 32771436 DOI: 10.1016/j.drudis.2020.07.021] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2020] [Revised: 06/12/2020] [Accepted: 07/25/2020] [Indexed: 12/13/2022]
Abstract
B-cell lymphoma-2 (Bcl-2) family proteins, comprising proapoptotic proteins (Bax and Bak), antiapoptotic proteins (Bcl-2, Bcl-XL, Bcl-w, Mcl-1, and A1) and BCL-2 homology domain 3 (BH3)-only proteins (Bid, Noxa, and Puma), have long been identified as pivotal apoptosis regulators. As an antiapoptotic member, myeloid cell leukemin-1 (Mcl-1) can bind with proapoptotic proteins and inhibit apoptosis. Mcl-1 is frequently overexpressed and closely associated with oncogenesis and poor prognosis in several cancers, posing a tremendous obstacle for cancer therapy. Recently, an increasing number of Mcl-1-selective small-molecule inhibitors have entered preclinical studies and advanced into clinical trials. In this review, we briefly introduce the role of Mcl-1 in apoptosis and highlight the recent development of Mcl-1 small-molecule inhibitors.
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Affiliation(s)
- Peng-Ju Zhu
- State Key Laboratory of Natural Medicines and Jiang Su Key Laboratory of Drug Design and Optimization, China Pharmaceutical University, Nanjing 210009, China
| | - Ze-Zhou Yu
- State Key Laboratory of Natural Medicines and Jiang Su Key Laboratory of Drug Design and Optimization, China Pharmaceutical University, Nanjing 210009, China
| | - Qi-Dong You
- State Key Laboratory of Natural Medicines and Jiang Su Key Laboratory of Drug Design and Optimization, China Pharmaceutical University, Nanjing 210009, China; Department of Medicinal Chemistry, School of Pharmacy, China Pharmaceutical University, Nanjing 210009, China.
| | - Zheng-Yu Jiang
- State Key Laboratory of Natural Medicines and Jiang Su Key Laboratory of Drug Design and Optimization, China Pharmaceutical University, Nanjing 210009, China; Department of Medicinal Chemistry, School of Pharmacy, China Pharmaceutical University, Nanjing 210009, China.
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34
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Li Q. Application of Fragment-Based Drug Discovery to Versatile Targets. Front Mol Biosci 2020; 7:180. [PMID: 32850968 PMCID: PMC7419598 DOI: 10.3389/fmolb.2020.00180] [Citation(s) in RCA: 85] [Impact Index Per Article: 21.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2020] [Accepted: 07/10/2020] [Indexed: 12/14/2022] Open
Abstract
Fragment-based drug discovery (FBDD) is a powerful method to develop potent small-molecule compounds starting from fragments binding weakly to targets. As FBDD exhibits several advantages over high-throughput screening campaigns, it becomes an attractive strategy in target-based drug discovery. Many potent compounds/inhibitors of diverse targets have been developed using this approach. Methods used in fragment screening and understanding fragment-binding modes are critical in FBDD. This review elucidates fragment libraries, methods utilized in fragment identification/confirmation, strategies applied in growing the identified fragments into drug-like lead compounds, and applications of FBDD to different targets. As FBDD can be readily carried out through different biophysical and computer-based methods, it will play more important roles in drug discovery.
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Affiliation(s)
- Qingxin Li
- Guangdong Provincial Engineering Laboratory of Biomass High Value Utilization, Guangdong Provincial Bioengineering Institute, Guangzhou Sugarcane Industry Research Institute, Guangdong Academy of Sciences, Guangzhou, China
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Wu X, Luo Q, Liu Z. Ubiquitination and deubiquitination of MCL1 in cancer: deciphering chemoresistance mechanisms and providing potential therapeutic options. Cell Death Dis 2020; 11:556. [PMID: 32699213 PMCID: PMC7376237 DOI: 10.1038/s41419-020-02760-y] [Citation(s) in RCA: 42] [Impact Index Per Article: 10.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2020] [Revised: 07/03/2020] [Accepted: 07/06/2020] [Indexed: 02/07/2023]
Abstract
MCL1 is an important antiapoptotic member of the BCL-2 family that is distinguishable from other family members based on its relatively short half-life. Emerging studies have revealed the crucial role of MCL1 in the chemoresistance of cancer cells. The antiapoptotic function of MCL1 makes it a popular therapeutic target, although specific inhibitors have begun to emerge only recently. Notably, emerging studies have reported that several E3 ligases and deubiquitinases modulate MCL1 stability, providing an alternate means of targeting MCL1 activity. In addition, the emergence and development of proteolysis-targeting chimeras, the function of which is based on ubiquitination-mediated degradation, has shown great potential. In this review, we provide an overview of the studies investigating the ubiquitination and deubiquitination of MCL1, summarize the latest evidence regarding the development of therapeutic strategies targeting MCL1 in cancer treatment, and discuss the promising future of targeting MCL1 via the ubiquitin–proteasome system in clinical practice.
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Affiliation(s)
- Xiaowei Wu
- State Key Laboratory of Molecular Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, 100021, Beijing, China
| | - Qingyu Luo
- State Key Laboratory of Molecular Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, 100021, Beijing, China
| | - Zhihua Liu
- State Key Laboratory of Molecular Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, 100021, Beijing, China.
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36
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Pervushin NV, Senichkin VV, Zhivotovsky B, Kopeina GS. Mcl-1 as a "barrier" in cancer treatment: Can we target it now? INTERNATIONAL REVIEW OF CELL AND MOLECULAR BIOLOGY 2020; 351:23-55. [PMID: 32247581 DOI: 10.1016/bs.ircmb.2020.01.002] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
During the last two decades, the study of Mcl-1, an anti-apoptotic member of the Bcl-2 family, attracted researchers due to its important role in cancer cell survival and tumor development. The significance of Mcl-1 protein in resistance to chemotherapeutics makes it an attractive target in cancer therapy. Here, we discuss the diverse possibilities for indirect Mcl-1 inhibition through its downregulation, for example, via targeting for proteasomal degradation or blockage of translation and transcription. We also provide an overview of the direct blocking of protein-protein interactions with pro-apoptotic Bcl-2 family proteins, including examples of the most promising regulators of Mcl-1 and selective BH3-mimetics, which at present are under clinical evaluation. Moreover, several approaches for the co-targeting of Mcl-1 and other proteins (e.g., CDKs) are also presented. In addition, we highlight the broad spectrum of problems that accompanied the discovery and development of effective Mcl-1 inhibitors.
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Affiliation(s)
| | | | - Boris Zhivotovsky
- Faculty of Medicine, MV Lomonosov Moscow State University, Moscow, Russia; Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden.
| | - Gelina S Kopeina
- Faculty of Medicine, MV Lomonosov Moscow State University, Moscow, Russia.
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Denis C, Sopková-de Oliveira Santos J, Bureau R, Voisin-Chiret AS. Hot-Spots of Mcl-1 Protein. J Med Chem 2019; 63:928-943. [DOI: 10.1021/acs.jmedchem.9b00983] [Citation(s) in RCA: 38] [Impact Index Per Article: 7.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Affiliation(s)
- Camille Denis
- Normandie Univiversité, UNICAEN, CERMN, 14000 Caen, France
| | | | - Ronan Bureau
- Normandie Univiversité, UNICAEN, CERMN, 14000 Caen, France
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