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Li S, Peng L, Chen L, Que L, Kang W, Hu X, Ma J, Di Z, Liu Y. Discovery of Highly Bioactive Peptides through Hierarchical Structural Information and Molecular Dynamics Simulations. J Chem Inf Model 2024; 64:8164-8175. [PMID: 39466714 DOI: 10.1021/acs.jcim.4c01006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/30/2024]
Abstract
Peptide drugs play an essential role in modern therapeutics, but the computational design of these molecules is hindered by several challenges. Traditional methods like molecular docking and molecular dynamics (MD) simulation, as well as recent deep learning approaches, often face limitations related to computational resource demands, complex binding affinity assessments, extensive data requirements, and poor model interpretability. Here, we introduce PepHiRe, an innovative methodology that utilizes the hierarchical structural information in peptide sequences and employs a novel strategy called Ladderpath, rooted in algorithmic information theory, to rapidly generate and enhance the efficiency and clarity of novel peptide design. We applied PepHiRe to develop BH3-like peptide inhibitors targeting myeloid cell leukemia-1, a protein associated with various cancers. By analyzing just eight known bioactive BH3 peptide sequences, PepHiRe effectively derived a hierarchy of subsequences used to create new BH3-like peptides. These peptides underwent screening through MD simulations, leading to the selection of five candidates for synthesis and subsequent in vitro testing. Experimental results demonstrated that these five peptides possess high inhibitory activity, with IC50 values ranging from 28.13 ± 7.93 to 167.42 ± 22.15 nM. Our study explores a white-box model driven technique and a structured screening pipeline for identifying and generating novel peptides with potential bioactivity.
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Affiliation(s)
- Shu Li
- Centre of Artificial Intelligence Driven Drug Discovery, Faculty of Applied Science, Macao Polytechnic University, Macao SAR 999078, China
| | - Lu Peng
- Department of Systems Science, Faculty of Arts and Sciences, Beijing Normal University, Zhuhai 519087, China
- International Academic Center of Complex Systems, Beijing Normal University, Zhuhai 519087, China
- School of Systems Science, Beijing Normal University, Beijing 100875, China
| | - Liuqing Chen
- Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen 518055, China
| | - Linjie Que
- Department of Systems Science, Faculty of Arts and Sciences, Beijing Normal University, Zhuhai 519087, China
- International Academic Center of Complex Systems, Beijing Normal University, Zhuhai 519087, China
| | - Wenqingqing Kang
- Centre of Artificial Intelligence Driven Drug Discovery, Faculty of Applied Science, Macao Polytechnic University, Macao SAR 999078, China
| | - Xiaojun Hu
- Department of Systems Science, Faculty of Arts and Sciences, Beijing Normal University, Zhuhai 519087, China
- International Academic Center of Complex Systems, Beijing Normal University, Zhuhai 519087, China
- School of Systems Science, Beijing Normal University, Beijing 100875, China
| | - Jun Ma
- Department of Systems Science, Faculty of Arts and Sciences, Beijing Normal University, Zhuhai 519087, China
- International Academic Center of Complex Systems, Beijing Normal University, Zhuhai 519087, China
- School of Systems Science, Beijing Normal University, Beijing 100875, China
| | - Zengru Di
- Department of Systems Science, Faculty of Arts and Sciences, Beijing Normal University, Zhuhai 519087, China
- International Academic Center of Complex Systems, Beijing Normal University, Zhuhai 519087, China
| | - Yu Liu
- Department of Systems Science, Faculty of Arts and Sciences, Beijing Normal University, Zhuhai 519087, China
- International Academic Center of Complex Systems, Beijing Normal University, Zhuhai 519087, China
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Hink F, Aduriz-Arrizabalaga J, Lopez X, Suga H, De Sancho D, Rogers JM. Mixed Stereochemistry Macrocycle Acts as a Helix-Stabilizing Peptide N-Cap. J Am Chem Soc 2024; 146:24348-24357. [PMID: 39182188 DOI: 10.1021/jacs.4c05378] [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: 08/27/2024]
Abstract
Interactions between proteins and α-helical peptides have been the focus of drug discovery campaigns. However, the large interfaces formed between multiple turns of an α-helix and a binding protein represent a significant challenge to inhibitor discovery. Modified peptides featuring helix-stabilizing macrocycles have shown promise as inhibitors of these interactions. Here, we tested the ability of N-terminal to side-chain thioether-cyclized peptides to inhibit the α-helix binding protein Mcl-1, by screening a trillion-scale library. The enriched peptides were lariats featuring a small, four-amino-acid N-terminal macrocycle followed by a short linear sequence that resembled the natural α-helical Mcl-1 ligands. These "Heliats" (helical lariats) bound Mcl-1 with tens of nM affinity, and inhibited the interaction between Mcl-1 and a natural peptide ligand. Macrocyclization was found to stabilize α-helical structures and significantly contribute to affinity and potency. Yet, the 2nd and 3rd positions within the macrocycle were permissible to sequence variation, so that a minimal macrocyclic motif, of an N-acetylated d-phenylalanine at the 1st position thioether connected to a cysteine at the 4th, could be grafted into a range of peptides and stabilize helical conformations. We found that d-stereochemistry is more helix-stabilizing than l- at the 1st position in the motif, as the d-amino acid can utilize polyproline II torsional angles that allow for more optimal intrachain hydrogen bonding. This mixed stereochemistry macrocyclic N-cap is synthetically accessible, requiring only minor modifications to standard solid-phase peptide synthesis, and its compatibility with peptide screening can provide ready access to helix-focused peptide libraries for de novo inhibitor discovery.
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Affiliation(s)
- Fabian Hink
- Department of Drug Design and Pharmacology, University of Copenhagen, Copenhagen 2100, Denmark
| | - Julen Aduriz-Arrizabalaga
- Polimero eta Material Aurreratuak: Fisika, Kimika eta Teknologia, Kimika Fakultatea, UPV/EHU & Donostia International Physics Center (DIPC), PK 1072, Donostia-San Sebastian, Euskadi 20018, Spain
| | - Xabier Lopez
- Polimero eta Material Aurreratuak: Fisika, Kimika eta Teknologia, Kimika Fakultatea, UPV/EHU & Donostia International Physics Center (DIPC), PK 1072, Donostia-San Sebastian, Euskadi 20018, Spain
| | - Hiroaki Suga
- Department of Chemistry, Graduate School of Science, The University of Tokyo, Tokyo, Bunkyo-ku 113-0033, Japan
| | - David De Sancho
- Polimero eta Material Aurreratuak: Fisika, Kimika eta Teknologia, Kimika Fakultatea, UPV/EHU & Donostia International Physics Center (DIPC), PK 1072, Donostia-San Sebastian, Euskadi 20018, Spain
| | - Joseph M Rogers
- Department of Drug Design and Pharmacology, University of Copenhagen, Copenhagen 2100, Denmark
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3
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Flanagan L, Coughlan A, Cosgrove N, Roe A, Wang Y, Gilmore S, Drozdz I, Comerford C, Ryan J, Minihane E, Parvin S, O'Dwyer M, Quinn J, Murphy P, Furney S, Glavey S, Chonghaile TN, Foundation LR, Ireland SF, Research BC. Steroid-free combination of 5-azacytidine and venetoclax for the treatment of multiple myeloma. Haematologica 2024; 109:2930-2943. [PMID: 38511268 PMCID: PMC11367189 DOI: 10.3324/haematol.2023.283771] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2023] [Indexed: 03/22/2024] Open
Abstract
Multiple myeloma (MM) is an incurable plasma cell malignancy that, despite an unprecedented increase in overall survival, lacks truly risk-adapted or targeted treatments. A proportion of patients with MM depend on BCL-2 for survival, and, recently, the BCL-2 antagonist venetoclax has shown clinical efficacy and safety in t(11;14) and BCL-2 overexpressing MM. However, only a small proportion of MM patients rely on BCL-2 (approx. 20%), and there is a need to broaden the patient population outside of t(11;14) that can be treated with venetoclax. Therefore, we took an unbiased screening approach and screened epigenetic modifiers to enhance venetoclax sensitivity in 2 non-BCL-2 dependent MM cell lines. The demethylase inhibitor 5-azacytidine was one of the lead hits from the screen, and the enhanced cell killing of the combination was confirmed in additional MM cell lines. Using dynamic BH3 profiling and immunoprecipitations, we identified the potential mechanism of synergy is due to increased NOXA expression, through the integrated stress response. Knockdown of PMAIP1 or PKR partially rescues cell death of the venetoclax and 5-azacytidine combination treatment. The addition of a steroid to the combination treatment did not enhance the cell death, and, interestingly, we found enhanced death of the immune cells with steroid addition, suggesting that a steroid-sparing regimen may be more beneficial in MM. Lastly, we show for the first time in primary MM patient samples that 5-azacytidine enhances the response to venetoclax ex vivo across diverse anti-apoptotic dependencies (BCL-2 or MCL-1) and diverse cytogenetic backgrounds. Overall, our data identify 5-azacytidine and venetoclax as an effective treatment combination, which could be a tolerable steroid-sparing regimen, particularly for elderly MM patients.
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Affiliation(s)
- Lyndsey Flanagan
- Physiology and Medical Physics, Royal College of Surgeons in Ireland, 123 St. Stephen's Green, Dublin 2
| | - Aisling Coughlan
- Physiology and Medical Physics, Royal College of Surgeons in Ireland, 123 St. Stephen's Green, Dublin 2
| | - Nicola Cosgrove
- Physiology and Medical Physics, Royal College of Surgeons in Ireland, 123 St. Stephen's Green, Dublin 2
| | - Andrew Roe
- Physiology and Medical Physics, Royal College of Surgeons in Ireland, 123 St. Stephen's Green, Dublin 2
| | - Yu Wang
- Physiology and Medical Physics, Royal College of Surgeons in Ireland, 123 St. Stephen's Green, Dublin 2
| | - Stephanie Gilmore
- Physiology and Medical Physics, Royal College of Surgeons in Ireland, 123 St. Stephen's Green, Dublin 2
| | - Izabela Drozdz
- Department of Pathology, Royal College of Surgeons in Ireland
| | - Claire Comerford
- Department of Pathology, Royal College of Surgeons in Ireland; Department of Haematology, Beaumont Hospital, Dublin
| | - Jeremy Ryan
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA
| | - Emma Minihane
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA
| | - Salma Parvin
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA
| | - Michael O'Dwyer
- Department of Medicine/Haematology, University of Galway, Galway
| | - John Quinn
- Department of Pathology, Royal College of Surgeons in Ireland; Department of Haematology, Beaumont Hospital, Dublin
| | - Philip Murphy
- Department of Pathology, Royal College of Surgeons in Ireland; Department of Haematology, Beaumont Hospital, Dublin
| | - Simon Furney
- Physiology and Medical Physics, Royal College of Surgeons in Ireland, 123 St. Stephen's Green, Dublin 2
| | - Siobhan Glavey
- Department of Pathology, Royal College of Surgeons in Ireland; Department of Haematology, Beaumont Hospital, Dublin
| | - Tríona Ní Chonghaile
- Physiology and Medical Physics, Royal College of Surgeons in Ireland, 123 St. Stephen's Green, Dublin 2.
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Enzenmüller S, Niedermayer A, Seyfried F, Muench V, Tews D, Rupp U, Tausch E, Groß A, Fischer-Posovszky P, Walther P, Stilgenbauer S, Kestler HA, Debatin KM, Meyer LH. Venetoclax resistance in acute lymphoblastic leukemia is characterized by increased mitochondrial activity and can be overcome by co-targeting oxidative phosphorylation. Cell Death Dis 2024; 15:475. [PMID: 38961053 PMCID: PMC11222427 DOI: 10.1038/s41419-024-06864-7] [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: 11/17/2023] [Revised: 06/20/2024] [Accepted: 06/25/2024] [Indexed: 07/05/2024]
Abstract
Deregulated apoptosis signaling is characteristic for many cancers and contributes to leukemogenesis and treatment failure in B-cell precursor acute lymphoblastic leukemia (BCP-ALL). Apoptosis is controlled by different pro- and anti-apoptotic molecules. Inhibition of anti-apoptotic molecules like B-cell lymphoma 2 (BCL-2) has been developed as therapeutic strategy. Venetoclax (VEN), a selective BCL-2 inhibitor has shown clinical activity in different lymphoid malignancies and is currently evaluated in first clinical trials in BCP-ALL. However, insensitivity to VEN has been described constituting a major clinical concern. Here, we addressed and modeled VEN-resistance in BCP-ALL, investigated the underlying mechanisms in cell lines and patient-derived xenograft (PDX) samples and identified potential strategies to overcome VEN-insensitivity. Leukemia lines with VEN-specific resistance were generated in vitro and further characterized using RNA-seq analysis. Interestingly, gene sets annotated to the citric/tricarboxylic acid cycle and the respiratory electron transport chain were significantly enriched and upregulated, indicating increased mitochondrial metabolism in VEN-resistant ALL. Metabolic profiling showed sustained high mitochondrial metabolism in VEN-resistant lines as compared to control lines. Accordingly, primary PDX-ALL samples with intrinsic VEN-insensitivity showed higher oxygen consumption and ATP production rates, further highlighting that increased mitochondrial activity is a characteristic feature of VEN-resistant ALL. VEN-resistant PDX-ALL showed significant higher mitochondrial DNA content and differed in mitochondria morphology with significantly larger and elongated structures, further corroborating our finding of augmented mitochondrial metabolism upon VEN-resistance. Using Oligomycin, an inhibitor of the complex V/ATPase subunit, we found synergistic activity and apoptosis induction in VEN-resistant BCP-ALL cell lines and PDX samples, demonstrating that acquired and intrinsic VEN-insensitivity can be overcome by co-targeting BCL-2 and the OxPhos pathway. These findings of reprogrammed, high mitochondrial metabolism in VEN-resistance and synergistic activity upon co-targeting BCL-2 and oxidative phosphorylation strongly suggest further preclinical and potential clinical evaluation in VEN-resistant BCP-ALL.
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Affiliation(s)
- Stefanie Enzenmüller
- Department of Pediatrics and Adolescent Medicine, Ulm University Medical Center, Ulm, Germany
| | - Alexandra Niedermayer
- Department of Pediatrics and Adolescent Medicine, Ulm University Medical Center, Ulm, Germany
- International Graduate School in Molecular Medicine, Ulm University, Ulm, Germany
| | - Felix Seyfried
- Department of Pediatrics and Adolescent Medicine, Ulm University Medical Center, Ulm, Germany
| | - Vera Muench
- Department of Pediatrics and Adolescent Medicine, Ulm University Medical Center, Ulm, Germany
| | - Daniel Tews
- Department of Pediatrics and Adolescent Medicine, Ulm University Medical Center, Ulm, Germany
| | - Ulrich Rupp
- Central Facility for Electron Microscopy, Ulm University, Ulm, Germany
| | - Eugen Tausch
- Division of Chronic Lymphocytic Leukemia, Department of Internal Medicine III, University of Ulm, Ulm, Germany
| | - Alexander Groß
- Institute of Medical Systems Biology, Ulm University, Ulm, Germany
| | | | - Paul Walther
- Central Facility for Electron Microscopy, Ulm University, Ulm, Germany
| | - Stephan Stilgenbauer
- Division of Chronic Lymphocytic Leukemia, Department of Internal Medicine III, University of Ulm, Ulm, Germany
| | - Hans A Kestler
- Institute of Medical Systems Biology, Ulm University, Ulm, Germany
| | - Klaus-Michael Debatin
- Department of Pediatrics and Adolescent Medicine, Ulm University Medical Center, Ulm, Germany
| | - Lüder Hinrich Meyer
- Department of Pediatrics and Adolescent Medicine, Ulm University Medical Center, Ulm, Germany.
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5
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Alhammadi SHA, Baby B, Antony P, Jobe A, Humaid RSM, Alhammadi FJA, Vijayan R. Modeling the Binding of Anticancer Peptides and Mcl-1. Int J Mol Sci 2024; 25:6529. [PMID: 38928234 PMCID: PMC11203456 DOI: 10.3390/ijms25126529] [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: 03/29/2024] [Revised: 05/22/2024] [Accepted: 05/27/2024] [Indexed: 06/28/2024] Open
Abstract
Mcl-1 (myeloid cell leukemia 1), a member of the Bcl-2 family, is upregulated in various types of cancer. Peptides representing the BH3 (Bcl-2 homology 3) region of pro-apoptotic proteins have been demonstrated to bind the hydrophobic groove of anti-apoptotic Mcl-1, and this interaction is responsible for regulating apoptosis. Structural studies have shown that, while there is high overall structural conservation among the anti-apoptotic Bcl-2 (B-cell lymphoma 2) proteins, differences in the surface groove of these proteins facilitates binding specificity. This binding specificity is crucial for the mechanism of action of the Bcl-2 family in regulating apoptosis. Bim-based peptides bind specifically to the hydrophobic groove of Mcl-1, emphasizing the importance of these interactions in the regulation of cell death. Molecular docking was performed with BH3-like peptides derived from Bim to identify high affinity peptides that bind to Mcl-1 and to understand the molecular mechanism of their interactions. The interactions of three identified peptides, E2gY, E2gI, and XXA1_F3dI, were further evaluated using 250 ns molecular dynamics simulations. Conserved hydrophobic residues of the peptides play an important role in their binding and the structural stability of the complexes. Understanding the molecular basis of interaction of these peptides will assist in the development of more effective Mcl-1 specific inhibitors.
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Affiliation(s)
- Shamsa Husain Ahmed Alhammadi
- Department of Biology, College of Science, United Arab Emirates University, Al Ain P.O. Box 15551, United Arab Emirates
| | - Bincy Baby
- Department of Biology, College of Science, United Arab Emirates University, Al Ain P.O. Box 15551, United Arab Emirates
| | - Priya Antony
- Department of Biology, College of Science, United Arab Emirates University, Al Ain P.O. Box 15551, United Arab Emirates
| | - Amie Jobe
- Department of Biology, College of Science, United Arab Emirates University, Al Ain P.O. Box 15551, United Arab Emirates
| | - Raghad Salman Mohammed Humaid
- Department of Biology, College of Science, United Arab Emirates University, Al Ain P.O. Box 15551, United Arab Emirates
| | - Fatema Jumaa Ahmed Alhammadi
- Department of Biology, College of Science, United Arab Emirates University, Al Ain P.O. Box 15551, United Arab Emirates
| | - Ranjit Vijayan
- Department of Biology, College of Science, United Arab Emirates University, Al Ain P.O. Box 15551, United Arab Emirates
- The Big Data Analytics Center, United Arab Emirates University, Al Ain P.O. Box 15551, United Arab Emirates
- Zayed Center for Health Sciences, United Arab Emirates University, Al Ain P.O. Box 15551, United Arab Emirates
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6
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Riabov V, Xu Q, Schmitt N, Streuer A, Ge G, Bolanos L, Wunderlich M, Jann JC, Wein A, Altrock E, Demmerle M, Mukherjee S, Ali AM, Rapp F, Nowak V, Weimer N, Obländer J, Palme I, Göl M, Jawhar A, Darwich A, Wuchter P, Weiss C, Raza A, Foulks JM, Starczynowski DT, Yang FC, Metzgeroth G, Steiner L, Jawhar M, Hofmann WK, Nowak D. ASXL1 mutations are associated with a response to alvocidib and 5-azacytidine combination in myelodysplastic neoplasms. Haematologica 2024; 109:1426-1438. [PMID: 37916386 PMCID: PMC11063838 DOI: 10.3324/haematol.2023.282921] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2023] [Accepted: 10/24/2023] [Indexed: 11/03/2023] Open
Abstract
Inhibitors of anti-apoptotic BCL-2 family proteins in combination with chemotherapy and hypomethylating agents (HMA) are promising therapeutic approaches in acute myeloid leukemia (AML) and high-risk myelodysplastic syndromes (MDS). Alvocidib, a cyclin-dependent kinase 9 (CDK9) inhibitor and indirect transcriptional repressor of the anti-apoptotic factor MCL-1, has previously shown clinical activity in AML. Availability of biomarkers for response to the alvocidib + 5-azacytidine (5-AZA) could also extend the rationale of this treatment concept to high-risk MDS. In this study, we performed a comprehensive in vitro assessment of alvocidib and 5-AZA effects in N=45 high-risk MDS patients. Our data revealed additive cytotoxic effects of the combination treatment. Mutational profiling of MDS samples identified ASXL1 mutations as predictors of response. Further, increased response rates were associated with higher gene expression of the pro-apoptotic factor NOXA in ASXL1-mutated samples. The higher sensitivity of ASXL1 mutant cells to the combination treatment was confirmed in vivo in ASXL1Y588X transgenic mice. Overall, our study demonstrated augmented activity for the alvocidib + 5-AZA combination in higher-risk MDS and identified ASXL1 mutations as a biomarker of response for potential stratification studies.
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Affiliation(s)
- Vladimir Riabov
- Department of Hematology and Oncology, Medical Faculty Mannheim, Heidelberg University, Mannheim.
| | - Qingyu Xu
- Department of Hematology and Oncology, Medical Faculty Mannheim, Heidelberg University, Mannheim
| | - Nanni Schmitt
- Department of Hematology and Oncology, Medical Faculty Mannheim, Heidelberg University, Mannheim
| | - Alexander Streuer
- Department of Hematology and Oncology, Medical Faculty Mannheim, Heidelberg University, Mannheim
| | - Guo Ge
- Department of Cell Systems and Anatomy, University of Texas Health Science Center at San Antonio, San Antonio, TX
| | - Lyndsey Bolanos
- Division of Experimental Hematology and Cancer Biology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH
| | - Mark Wunderlich
- Division of Experimental Hematology and Cancer Biology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH
| | - Johann-Christoph Jann
- Department of Hematology and Oncology, Medical Faculty Mannheim, Heidelberg University, Mannheim
| | - Alina Wein
- Department of Hematology and Oncology, Medical Faculty Mannheim, Heidelberg University, Mannheim
| | - Eva Altrock
- Department of Hematology and Oncology, Medical Faculty Mannheim, Heidelberg University, Mannheim
| | - Marie Demmerle
- Department of Hematology and Oncology, Medical Faculty Mannheim, Heidelberg University, Mannheim
| | - Sanjay Mukherjee
- Myelodysplastic Syndromes Center, Columbia University Irving Medical Center, Columbia University, New York
| | - Abdullah Mahmood Ali
- Myelodysplastic Syndromes Center, Columbia University Irving Medical Center, Columbia University, New York
| | - Felicitas Rapp
- Department of Hematology and Oncology, Medical Faculty Mannheim, Heidelberg University, Mannheim
| | - Verena Nowak
- Department of Hematology and Oncology, Medical Faculty Mannheim, Heidelberg University, Mannheim
| | - Nadine Weimer
- Department of Hematology and Oncology, Medical Faculty Mannheim, Heidelberg University, Mannheim
| | - Julia Obländer
- Department of Hematology and Oncology, Medical Faculty Mannheim, Heidelberg University, Mannheim
| | - Iris Palme
- Department of Hematology and Oncology, Medical Faculty Mannheim, Heidelberg University, Mannheim
| | - Melda Göl
- Department of Hematology and Oncology, Medical Faculty Mannheim, Heidelberg University, Mannheim
| | - Ahmed Jawhar
- Department of Orthopedic Surgery, Medical Faculty Mannheim, Heidelberg University, Mannheim
| | - Ali Darwich
- Department of Orthopedic Surgery, Medical Faculty Mannheim, Heidelberg University, Mannheim
| | - Patrick Wuchter
- Institute of Transfusion Medicine and Immunology, German Red Cross Blood Service Baden-Württemberg-Hessen, Medical Faculty Mannheim, Heidelberg University
| | - Christel Weiss
- Department of Medical Statistics, Biomathematics and Information Processing, Medical Faculty Mannheim, Heidelberg University, Mannheim
| | - Azra Raza
- Myelodysplastic Syndromes Center, Columbia University Irving Medical Center, Columbia University, New York
| | | | - Daniel T Starczynowski
- Division of Experimental Hematology and Cancer Biology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA; University of Cincinnati Cancer Center, Cincinnati, OH, USA
| | - Feng-Chun Yang
- Department of Cell Systems and Anatomy, University of Texas Health Science Center at San Antonio, San Antonio, TX
| | - Georgia Metzgeroth
- Department of Hematology and Oncology, Medical Faculty Mannheim, Heidelberg University, Mannheim
| | - Laurenz Steiner
- Department of Hematology and Oncology, Medical Faculty Mannheim, Heidelberg University, Mannheim
| | - Mohamad Jawhar
- Department of Hematology and Oncology, Medical Faculty Mannheim, Heidelberg University, Mannheim
| | - Wolf-Karsten Hofmann
- Department of Hematology and Oncology, Medical Faculty Mannheim, Heidelberg University, Mannheim
| | - Daniel Nowak
- Department of Hematology and Oncology, Medical Faculty Mannheim, Heidelberg University, Mannheim.
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7
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Kaplan Ö, Gök MK, Pekmez M, Erden Tayhan S, Özgümüş S, Gökçe İ, Arda N. Development of recombinant protein-based nanoparticle systems for inducing tumor cell apoptosis: In vitro evaluation of their cytotoxic and apoptotic effects on cancer cells. J Drug Deliv Sci Technol 2024; 95:105565. [DOI: 10.1016/j.jddst.2024.105565] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2025]
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8
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Fitzgerald MC, O'Halloran PJ, Kerrane SA, Ní Chonghaile T, Connolly NMC, Murphy BM. The identification of BCL-XL and MCL-1 as key anti-apoptotic proteins in medulloblastoma that mediate distinct roles in chemotherapy resistance. Cell Death Dis 2023; 14:705. [PMID: 37898609 PMCID: PMC10613306 DOI: 10.1038/s41419-023-06231-y] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2023] [Revised: 09/25/2023] [Accepted: 10/18/2023] [Indexed: 10/30/2023]
Abstract
Medulloblastoma is the most common malignant paediatric brain tumour, representing 20% of all paediatric intercranial tumours. Current aggressive treatment protocols and the use of radiation therapy in particular are associated with high levels of toxicity and significant adverse effects, and long-term sequelae can be severe. Therefore, improving chemotherapy efficacy could reduce the current reliance on radiation therapy. Here, we demonstrated that systems-level analysis of basal apoptosis protein expression and their signalling interactions can differentiate between medulloblastoma cell lines that undergo apoptosis in response to chemotherapy, and those that do not. Combining computational predictions with experimental BH3 profiling, we identified a therapeutically-exploitable dependence of medulloblastoma cells on BCL-XL, and experimentally validated that BCL-XL targeting, and not targeting of BCL-2 or MCL-1, can potentiate cisplatin-induced cytotoxicity in medulloblastoma cell lines with low sensitivity to cisplatin treatment. Finally, we identified MCL-1 as an anti-apoptotic mediator whose targeting is required for BCL-XL inhibitor-induced apoptosis. Collectively, our study identifies that BCL-XL and MCL-1 are the key anti-apoptotic proteins in medulloblastoma, which mediate distinct protective roles. While BCL-XL has a first-line role in protecting cells from apoptosis basally, MCL-1 represents a second line of defence that compensates for BCL-XL upon its inhibition. We provide rationale for the further evaluation of BCL-XL and MCL-1 inhibitors in the treatment of medulloblastoma, and together with current efforts to improve the cancer-specificity of BCL-2 family inhibitors, these novel treatment strategies have the potential to improve the future clinical management of medulloblastoma.
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Affiliation(s)
- Marie-Claire Fitzgerald
- Department of Physiology & Medical Physics, Royal College of Surgeons in Ireland, 31A York Street, Dublin, D02 YN77, Ireland
- National Children's Research Centre at the Children's Health Ireland at Crumlin, Dublin, D12 N512, Ireland
| | - Philip J O'Halloran
- Department of Physiology & Medical Physics, Royal College of Surgeons in Ireland, 31A York Street, Dublin, D02 YN77, Ireland
- Department of Neurosurgery, Queen Elizabeth Hospital, Birmingham, UK
| | - Sean A Kerrane
- Department of Physiology & Medical Physics, Royal College of Surgeons in Ireland, 31A York Street, Dublin, D02 YN77, Ireland
- National Children's Research Centre at the Children's Health Ireland at Crumlin, Dublin, D12 N512, Ireland
| | - Triona Ní Chonghaile
- Department of Physiology & Medical Physics, Royal College of Surgeons in Ireland, 31A York Street, Dublin, D02 YN77, Ireland
| | - Niamh M C Connolly
- Department of Physiology & Medical Physics, Royal College of Surgeons in Ireland, 31A York Street, Dublin, D02 YN77, Ireland
- Centre for Systems Medicine, Royal College of Surgeons in Ireland, 31A York Street, Dublin, D02 YN77, Ireland
| | - Brona M Murphy
- Department of Physiology & Medical Physics, Royal College of Surgeons in Ireland, 31A York Street, Dublin, D02 YN77, Ireland.
- National Children's Research Centre at the Children's Health Ireland at Crumlin, Dublin, D12 N512, Ireland.
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9
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Wolf E, Lento C, Pu J, Dickinson BC, Wilson DJ. Innate Conformational Dynamics Drive Binding Specificity in Anti-Apoptotic Proteins Mcl-1 and Bcl-2. Biochemistry 2023; 62:1619-1630. [PMID: 37192192 PMCID: PMC10249625 DOI: 10.1021/acs.biochem.2c00709] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2022] [Revised: 05/02/2023] [Indexed: 05/18/2023]
Abstract
The structurally conserved B-cell lymphoma 2 (Bcl-2) family of protein function to promote or inhibit apoptosis through an exceedingly complex web of specific, intrafamilial protein-protein interactions. The critical role of these proteins in lymphomas and other cancers has motivated a widespread interest in understanding the molecular mechanisms that drive specificity in Bcl-2 family interactions. However, the high degree of structural similarity among Bcl-2 homologues has made it difficult to rationalize the highly specific (and often divergent) binding behavior exhibited by these proteins using conventional structural arguments. In this work, we use time-resolved hydrogen deuterium exchange mass spectrometry to explore shifts in conformational dynamics associated with binding partner engagement in the Bcl-2 family proteins Bcl-2 and Mcl-1. Using this approach combined with homology modeling, we reveal that Mcl-1 binding is driven by a large-scale shift in conformational dynamics, while Bcl-2 complexation occurs primarily through a classical charge compensation mechanism. This work has implications for understanding the evolution of internally regulated biological systems composed of structurally similar proteins and for the development of drugs targeting Bcl-2 family proteins for promotion of apoptosis in cancer.
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Affiliation(s)
- Esther Wolf
- Department
of Chemistry, York University, Toronto, Ontario M3J 1P3, Canada
| | - Cristina Lento
- Department
of Chemistry, York University, Toronto, Ontario M3J 1P3, Canada
| | - Jinyue Pu
- Department
of Chemistry, University of Chicago, Chicago, Illinois 60637, United States
| | - Bryan C. Dickinson
- Department
of Chemistry, University of Chicago, Chicago, Illinois 60637, United States
| | - Derek J. Wilson
- Department
of Chemistry, York University, Toronto, Ontario M3J 1P3, Canada
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10
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Potter DS, Du R, Bohl SR, Chow KH, Ligon KL, Bueno R, Letai A. Dynamic BH3 profiling identifies pro-apoptotic drug combinations for the treatment of malignant pleural mesothelioma. Nat Commun 2023; 14:2897. [PMID: 37210412 PMCID: PMC10199949 DOI: 10.1038/s41467-023-38552-z] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2021] [Accepted: 05/05/2023] [Indexed: 05/22/2023] Open
Abstract
Malignant pleural mesothelioma (MPM) has relatively ineffective first/second-line therapy for advanced disease and only 18% five-year survival for early disease. Drug-induced mitochondrial priming measured by dynamic BH3 profiling identifies efficacious drugs in multiple disease settings. We use high throughput dynamic BH3 profiling (HTDBP) to identify drug combinations that prime primary MPM cells derived from patient tumors, which also prime patient derived xenograft (PDX) models. A navitoclax (BCL-xL/BCL-2/BCL-w antagonist) and AZD8055 (mTORC1/2 inhibitor) combination demonstrates efficacy in vivo in an MPM PDX model, validating HTDBP as an approach to identify efficacious drug combinations. Mechanistic investigation reveals AZD8055 treatment decreases MCL-1 protein levels, increases BIM protein levels, and increases MPM mitochondrial dependence on BCL-xL, which is exploited by navitoclax. Navitoclax treatment increases dependency on MCL-1 and increases BIM protein levels. These findings demonstrate that HTDBP can be used as a functional precision medicine tool to rationally construct combination drug regimens in MPM and other cancers.
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Affiliation(s)
- Danielle S Potter
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, 02215, USA
- Harvard Medical School, Boston, MA, 02215, USA
| | - Ruochen Du
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, 02215, USA
- Harvard Medical School, Boston, MA, 02215, USA
| | - Stephan R Bohl
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, 02215, USA
- Harvard Medical School, Boston, MA, 02215, USA
| | - Kin-Hoe Chow
- Department of Oncologic Pathology, Dana-Farber Cancer Institute, Boston, MA, 02215, USA
- Center for Patient Derived Models, Dana-Farber Cancer Institute, Boston, MA, 02215, USA
| | - Keith L Ligon
- Harvard Medical School, Boston, MA, 02215, USA
- Department of Oncologic Pathology, Dana-Farber Cancer Institute, Boston, MA, 02215, USA
- Center for Patient Derived Models, Dana-Farber Cancer Institute, Boston, MA, 02215, USA
- Department of Pathology, Brigham and Women's Hospital, Boston, MA, 02215, USA
- Cancer Biology Program, Broad Institute of MIT and Harvard, Cambridge, MA, 02142, USA
| | - Raphael Bueno
- Harvard Medical School, Boston, MA, 02215, USA
- Department of Surgery, Brigham and Women's Hospital, Boston, MA, 02115, USA
| | - Anthony Letai
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, 02215, USA.
- Harvard Medical School, Boston, MA, 02215, USA.
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11
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Mukherjee AG, Wanjari UR, Gopalakrishnan AV, Bradu P, Biswas A, Ganesan R, Renu K, Dey A, Vellingiri B, El Allali A, Alsamman AM, Zayed H, George Priya Doss C. Evolving strategies and application of proteins and peptide therapeutics in cancer treatment. Biomed Pharmacother 2023; 163:114832. [PMID: 37150032 DOI: 10.1016/j.biopha.2023.114832] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2023] [Revised: 04/18/2023] [Accepted: 04/30/2023] [Indexed: 05/09/2023] Open
Abstract
Several proteins and peptides have therapeutic potential and can be used for cancer therapy. By binding to cell surface receptors and other indicators uniquely linked with or overexpressed on tumors compared to healthy tissue, protein biologics enhance the active targeting of cancer cells, as opposed to the passive targeting of cells by conventional small-molecule chemotherapeutics. This study focuses on peptide medications that exist to slow or stop tumor growth and the spread of cancer, demonstrating the therapeutic potential of peptides in cancer treatment. As an alternative to standard chemotherapy, peptides that selectively kill cancer cells while sparing healthy tissue are developing. A mountain of clinical evidence supports the efficacy of peptide-based cancer vaccines. Since a single treatment technique may not be sufficient to produce favourable results in the fight against cancer, combination therapy is emerging as an effective option to generate synergistic benefits. One example of this new area is the use of anticancer peptides in combination with nonpeptidic cytotoxic drugs or the combination of immunotherapy with conventional therapies like radiation and chemotherapy. This review focuses on the different natural and synthetic peptides obtained and researched. Discoveries, manufacture, and modifications of peptide drugs, as well as their contemporary applications, are summarized in this review. We also discuss the benefits and difficulties of potential advances in therapeutic peptides.
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Affiliation(s)
- Anirban Goutam Mukherjee
- Department of Biomedical Sciences, School of Biosciences and Technology, Vellore Institute of Technology (VIT), Vellore 632014, India
| | - Uddesh Ramesh Wanjari
- Department of Biomedical Sciences, School of Biosciences and Technology, Vellore Institute of Technology (VIT), Vellore 632014, India
| | - Abilash Valsala Gopalakrishnan
- Department of Biomedical Sciences, School of Biosciences and Technology, Vellore Institute of Technology (VIT), Vellore 632014, India.
| | - Pragya Bradu
- Department of Biomedical Sciences, School of Biosciences and Technology, Vellore Institute of Technology (VIT), Vellore 632014, India
| | - Antara Biswas
- Department of Biomedical Sciences, School of Biosciences and Technology, Vellore Institute of Technology (VIT), Vellore 632014, India
| | - Raja Ganesan
- Institute for Liver and Digestive Diseases, Hallym University, Chuncheon 24252, South Korea
| | - Kaviyarasi Renu
- Centre of Molecular Medicine and Diagnostics (COMManD), Department of Biochemistry, Saveetha Dental College & Hospitals, Saveetha Institute of Medical and Technical Sciences, Saveetha University, Chennai 600077 Tamil Nadu, India
| | - Abhijit Dey
- Department of Life Sciences, Presidency University, Kolkata, West Bengal 700073, India
| | - Balachandar Vellingiri
- Stem cell and Regenerative Medicine/Translational Research, Department of Zoology, School of Basic Sciences, Central University of Punjab (CUPB), Bathinda 151401, Punjab, India
| | - Achraf El Allali
- African Genome Center, Mohammed VI Polytechnic University, Ben Guerir, Morocco.
| | - Alsamman M Alsamman
- Department of Genome Mapping, Molecular Genetics, and Genome Mapping Laboratory, Agricultural Genetic Engineering Research Institute, Giza, Egypt
| | - Hatem Zayed
- Department of Biomedical Sciences College of Health Sciences, QU Health, Qatar University, Doha, Qatar
| | - C George Priya Doss
- Department of Integrative Biology, School of BioSciences and Technology, Vellore Institute of Technology (VIT), Vellore 632014, Tamil Nadu, India
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12
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Yi J, Kellner V, Joo H, Chien N, Patel S, Chaban Z, Tsai J. Characterizing the consensus residue specificity and surface of BCL-2 binding to BH3 ligands using the Knob-Socket model. PLoS One 2023; 18:e0281463. [PMID: 36795726 PMCID: PMC9934389 DOI: 10.1371/journal.pone.0281463] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2022] [Accepted: 01/24/2023] [Indexed: 02/17/2023] Open
Abstract
Cancer cells bypass cell death by changing the expression of the BCL-2 family of proteins, which are apoptotic pathway regulators. Upregulation of pro-survival BCL-2 proteins or downregulation of cell death effectors BAX and BAK interferes with the initiation of the intrinsic apoptotic pathway. In normal cells, apoptosis can occur through pro-apoptotic BH3-only proteins interacting and inhibiting pro-survival BCL-2 proteins. When cancer cells over-express pro-survival BCL-2 proteins, a potential remedy is the sequestration of these pro-survival proteins through a class of anti-cancer drugs called BH3 mimetics that bind in the hydrophobic groove of pro-survival BCL-2 proteins. To improve the design of these BH3 mimetics, the packing interface between BH3 domain ligands and pro-survival BCL-2 proteins was analyzed using the Knob-Socket model to identify the amino acid residues responsible for interaction affinity and specificity. A Knob-Socket analysis organizes all the residues in a binding interface into simple 4 residue units: 3-residue sockets defining surfaces on a protein that pack a 4th residue knob from the other protein. In this way, the position and composition of the knobs packing into sockets across the BH3/BCL-2 interface can be classified. A Knob-Socket analysis of 19 BCL-2 protein and BH3 helix co-crystals reveal multiple conserved binding patterns across protein paralogs. Conserved knob residues such as a Gly, Leu, Ala and Glu most likely define binding specificity in the BH3/BCL-2 interface, whereas other residues such as Asp, Asn, and Val are important for forming surface sockets that bind these knobs. These findings can be used to inform the design of BH3 mimetics that are specific to pro-survival BCL-2 proteins for cancer therapeutics.
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Affiliation(s)
- Jennifer Yi
- Department of Molecular and Cell Biology, UC Berkeley, Berkeley, California, United States of America
| | - Vivian Kellner
- Department of Chemistry, UC Davis, Davis, California, United States of America
| | - Hyun Joo
- Department of Chemistry, University of the Pacific, Stockton, California, United States of America
| | - Nathaniel Chien
- Computer Science Department, Stanford University, Stanford, California, United States of America
| | - Shivarni Patel
- Department of Chemistry, University of the Pacific, Stockton, California, United States of America
| | - Zaina Chaban
- Department of Chemistry, University of the Pacific, Stockton, California, United States of America
| | - Jerry Tsai
- Department of Chemistry, University of the Pacific, Stockton, California, United States of America
- * E-mail:
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13
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Zhang P, Walko M, Wilson AJ. Rational design of Harakiri (HRK)-derived constrained peptides as BCL-x L inhibitors. Chem Commun (Camb) 2023; 59:1697-1700. [PMID: 36692261 PMCID: PMC9904277 DOI: 10.1039/d2cc06029a] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/14/2023]
Abstract
Using the HRK BH3 domain, sequence hybridization and in silico methods we show dibromomaleimide staple scanning can be used to inform the design of BCL-xL selective peptidomimetic ligands. These HRK-inspired reagents may serve as starting points for the discovery of therapeutics to target BCL-xL-overexpressed cancers.
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Affiliation(s)
- Peiyu Zhang
- School of Chemistry, University of Leeds, Woodhouse Lane, Leeds, LS2 9JT, UK. .,Astbury Centre for Structural Molecular Biology, University of Leeds, Woodhouse Lane, Leeds, LS2 9JT, UK
| | - Martin Walko
- School of Chemistry, University of Leeds, Woodhouse Lane, Leeds, LS2 9JT, UK. .,Astbury Centre for Structural Molecular Biology, University of Leeds, Woodhouse Lane, Leeds, LS2 9JT, UK
| | - Andrew J. Wilson
- School of Chemistry, University of Leeds, Woodhouse LaneLeedsLS2 9JTUK,Astbury Centre for Structural Molecular Biology, University of Leeds, Woodhouse LaneLeedsLS2 9JTUK
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14
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Paulussen FM, Grossmann TN. Peptide-based covalent inhibitors of protein-protein interactions. J Pept Sci 2023; 29:e3457. [PMID: 36239115 PMCID: PMC10077911 DOI: 10.1002/psc.3457] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2022] [Revised: 10/10/2022] [Accepted: 10/11/2022] [Indexed: 12/13/2022]
Abstract
Protein-protein interactions (PPI) are involved in all cellular processes and many represent attractive therapeutic targets. However, the frequently rather flat and large interaction areas render the identification of small molecular PPI inhibitors very challenging. As an alternative, peptide interaction motifs derived from a PPI interface can serve as starting points for the development of inhibitors. However, certain proteins remain challenging targets when applying inhibitors with a competitive mode of action. For that reason, peptide-based ligands with an irreversible binding mode have gained attention in recent years. This review summarizes examples of covalent inhibitors that employ peptidic binders and have been tested in a biological context.
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Affiliation(s)
- Felix M Paulussen
- Amsterdam Institute of Molecular and Life Sciences (AIMMS), Vrije Universiteit Amsterdam, Amsterdam, The Netherlands.,Department of Chemistry and Pharmaceutical Sciences, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands.,Department of Molecular Microbiology, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | - Tom N Grossmann
- Amsterdam Institute of Molecular and Life Sciences (AIMMS), Vrije Universiteit Amsterdam, Amsterdam, The Netherlands.,Department of Chemistry and Pharmaceutical Sciences, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
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15
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Poustforoosh A, Faramarz S, Nematollahi MH, Hashemipour H, Negahdaripour M, Pardakhty A. In silico SELEX screening and statistical analysis of newly designed 5mer peptide-aptamers as Bcl-xl inhibitors using the Taguchi method. Comput Biol Med 2022; 146:105632. [PMID: 35617726 DOI: 10.1016/j.compbiomed.2022.105632] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2021] [Revised: 04/19/2022] [Accepted: 04/22/2022] [Indexed: 11/03/2022]
Abstract
Drug development for cancer treatment is a complex process that requires special efforts. Targeting crucial proteins is the most essential purpose of drug design in cancers. Bcl-xl is an anti-apoptotic protein that binds to pro-apoptotic proteins and interrupts their signals. Pro-apoptotic Bcl-xl effectors are short BH3 sequences that form an alpha helix and bind to anti-apoptotic proteins to inhibit their activity. Computational systematic evolution of ligands by exponential enrichment (SELEX) is an exclusive approach for developing peptide aptamers as potential effectors. Here, the amino acids with a high tendency for constructing an alpha-helical structure were selected. Due to the enormous number of pentapeptides, Taguchi method was used to study a selected number of peptides. The binding affinity of the peptides to Bcl-xl was assessed using molecular docking, and after analysis of the obtained results, a final set of optimized peptides was arranged and constructed. For a better comparison, three chemical compounds with approved anti-Bcl-xl activity were selected for comparison with the top-ranked 5mer peptides. The optimized peptides showed considerable binding affinity to Bcl-xl. The molecular dynamics (MD) simulation indicated that the designed peptide (PO5) could create considerable interactions with the BH3 domain of Bcl-xl. The MM/GBSA calculations revealed that these interactions were even stronger than those created by chemical compounds. In silico SELEX is a novel approach to design and evaluate peptide-aptamers. The experimental design improves the SELEX process considerably. Finally, PO5 could be considered a potential inhibitor of Bcl-xl and a potential candidate for cancer treatment.
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Affiliation(s)
- Alireza Poustforoosh
- Chemical Engineering Department, Faculty of Engineering, Shahid Bahonar University of Kerman, Kerman, Iran.
| | - Sanaz Faramarz
- Department of Clinical Biochemistry, Afzalipour School of Medicine, Kerman University of Medical Sciences, Kerman, Iran
| | - Mohammad Hadi Nematollahi
- Physiology Research Center, Institute of Neuropharmacology, Kerman University of Medical Sciences, Kerman, Iran; Department of Clinical Biochemistry, Afzalipour School of Medicine, Kerman University of Medical Sciences, Kerman, Iran
| | - Hassan Hashemipour
- Chemical Engineering Department, Faculty of Engineering, Vali-e-Asr University of Rafsanjan, Rafsanjan, Iran
| | - Manica Negahdaripour
- Department of Pharmaceutical Biotechnology, School of Pharmacy, Shiraz University of Medical Sciences, Shiraz, Iran; Pharmaceutical Sciences Research Center, School of Pharmacy, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Abbas Pardakhty
- Pharmaceutics Research Center, Institute of Neuropharmacology, Kerman University of Medical Sciences, Kerman, Iran
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16
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Gupta S, Azadvari N, Hosseinzadeh P. Design of Protein Segments and Peptides for Binding to Protein Targets. BIODESIGN RESEARCH 2022; 2022:9783197. [PMID: 37850124 PMCID: PMC10521657 DOI: 10.34133/2022/9783197] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2021] [Accepted: 03/16/2022] [Indexed: 10/19/2023] Open
Abstract
Recent years have witnessed a rise in methods for accurate prediction of structure and design of novel functional proteins. Design of functional protein fragments and peptides occupy a small, albeit unique, space within the general field of protein design. While the smaller size of these peptides allows for more exhaustive computational methods, flexibility in their structure and sparsity of data compared to proteins, as well as presence of noncanonical building blocks, add additional challenges to their design. This review summarizes the current advances in the design of protein fragments and peptides for binding to targets and discusses the challenges in the field, with an eye toward future directions.
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Affiliation(s)
- Suchetana Gupta
- Knight Campus Center for Accelerating Scientific Impact, University of Oregon, Eugene OR 97403, USA
| | - Noora Azadvari
- Knight Campus Center for Accelerating Scientific Impact, University of Oregon, Eugene OR 97403, USA
| | - Parisa Hosseinzadeh
- Knight Campus Center for Accelerating Scientific Impact, University of Oregon, Eugene OR 97403, USA
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17
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MEK and MCL-1 sequential inhibition synergize to enhance rhabdomyosarcoma treatment. Cell Death Dis 2022; 8:172. [PMID: 35393436 PMCID: PMC8989976 DOI: 10.1038/s41420-022-00959-w] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2021] [Revised: 02/18/2022] [Accepted: 03/16/2022] [Indexed: 11/09/2022]
Abstract
Targeted agents have emerged as promising molecules for cancer treatment, but most of them fail to achieve complete tumor regression or attain durable remissions due to tumor adaptations. We used dynamic BH3 profiling to identify targeted agents effectiveness and anti-apoptotic adaptations upon targeted treatment in rhabdomyosarcoma. We focused on studying the use of BH3 mimetics to specifically inhibit pro-survival BCL-2 family proteins, overwhelm resistance to therapy and prevent relapse. We observed that the MEK1/2 inhibitor trametinib rapidly depleted the pro-apoptotic protein NOXA, thus increasing MCL-1 availability. Indeed, we found that the MCL-1 inhibitor S63845 synergistically enhanced trametinib cytotoxicity in rhabdomyosarcoma cells in vitro and in vivo. In conclusion, our findings indicate that the combination of a BH3 mimetic targeting MCL-1 with trametinib improves efficiency on rhabdomyosarcoma by blocking tumor adaptation to treatment.
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18
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Delaunay M, Ha-Duong T. Computational Tools and Strategies to Develop Peptide-Based Inhibitors of Protein-Protein Interactions. METHODS IN MOLECULAR BIOLOGY (CLIFTON, N.J.) 2022; 2405:205-230. [PMID: 35298816 DOI: 10.1007/978-1-0716-1855-4_11] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
Protein-protein interactions play crucial and subtle roles in many biological processes and modifications of their fine mechanisms generally result in severe diseases. Peptide derivatives are very promising therapeutic agents for modulating protein-protein associations with sizes and specificities between those of small compounds and antibodies. For the same reasons, rational design of peptide-based inhibitors naturally borrows and combines computational methods from both protein-ligand and protein-protein research fields. In this chapter, we aim to provide an overview of computational tools and approaches used for identifying and optimizing peptides that target protein-protein interfaces with high affinity and specificity. We hope that this review will help to implement appropriate in silico strategies for peptide-based drug design that builds on available information for the systems of interest.
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Affiliation(s)
| | - Tâp Ha-Duong
- Université Paris-Saclay, CNRS, BioCIS, Châtenay-Malabry, France.
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19
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Seyfried F, Stirnweiß FU, Niedermayer A, Enzenmüller S, Hörl RL, Münch V, Köhrer S, Debatin KM, Meyer LH. Synergistic activity of combined inhibition of anti-apoptotic molecules in B-cell precursor ALL. Leukemia 2022; 36:901-912. [PMID: 35031695 PMCID: PMC8979822 DOI: 10.1038/s41375-021-01502-z] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2021] [Revised: 12/07/2021] [Accepted: 12/22/2021] [Indexed: 01/01/2023]
Abstract
Targeting BCL-2, a key regulator of survival in B-cell malignancies including precursor B-cell acute lymphoblastic leukemia, has become a promising treatment strategy. However, given the redundancy of anti-apoptotic BCL-2 family proteins (BCL-2, BCL-XL, MCL-1), single targeting may not be sufficient. When analyzing the effects of BH3-mimetics selectively targeting BCL-XL and MCL-1 alone or in combination with the BCL-2 inhibitor venetoclax, heterogeneous sensitivity to either of these inhibitors was found in ALL cell lines and in patient-derived xenografts. Interestingly, some venetoclax-resistant leukemias were sensitive to the MCL-1-selective antagonist S63845 and/or BCL-XL-selective A-1331852 suggesting functional mutual substitution. Consequently, co-inhibition of BCL-2 and MCL-1 or BCL-XL resulted in synergistic apoptosis induction. Functional analysis by BH3-profiling and analysis of protein complexes revealed that venetoclax-treated ALL cells are dependent on MCL-1 and BCL-XL, indicating that MCL-1 or BCL-XL provide an Achilles heel in BCL-2-inhibited cells. The effect of combining BCL-2 and MCL-1 inhibition by venetoclax and S63845 was evaluated in vivo and strongly enhanced anti-leukemia activity was found in a pre-clinical patient-derived xenograft model. Our study offers in-depth molecular analysis of mutual substitution of BCL-2 family proteins in acute lymphoblastic leukemia and provides targets for combination treatment in vivo and in ongoing clinical studies.
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Affiliation(s)
- Felix Seyfried
- Department of Pediatrics and Adolescent Medicine, Ulm University Medical Center, Ulm, Germany
| | - Felix Uli Stirnweiß
- Department of Pediatrics and Adolescent Medicine, Ulm University Medical Center, Ulm, Germany.,International Graduate School in Molecular Medicine, Ulm University, Ulm, Germany
| | - Alexandra Niedermayer
- Department of Pediatrics and Adolescent Medicine, Ulm University Medical Center, Ulm, Germany.,International Graduate School in Molecular Medicine, Ulm University, Ulm, Germany
| | - Stefanie Enzenmüller
- Department of Pediatrics and Adolescent Medicine, Ulm University Medical Center, Ulm, Germany
| | - Rebecca Louise Hörl
- Department of Pediatrics and Adolescent Medicine, Ulm University Medical Center, Ulm, Germany
| | - Vera Münch
- Department of Pediatrics and Adolescent Medicine, Ulm University Medical Center, Ulm, Germany
| | - Stefan Köhrer
- Department of Pediatrics and Adolescent Medicine, Ulm University Medical Center, Ulm, Germany.,St. Anna Children's Hospital, Department of Pediatric Hematology and Oncology, Vienna, Austria
| | - Klaus-Michael Debatin
- Department of Pediatrics and Adolescent Medicine, Ulm University Medical Center, Ulm, Germany
| | - Lüder Hinrich Meyer
- Department of Pediatrics and Adolescent Medicine, Ulm University Medical Center, Ulm, Germany.
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20
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Alcon C, Zañudo JGT, Albert R, Wagle N, Scaltriti M, Letai A, Samitier J, Montero J. ER+ Breast Cancer Strongly Depends on MCL-1 and BCL-xL Anti-Apoptotic Proteins. Cells 2021; 10:1659. [PMID: 34359829 PMCID: PMC8304651 DOI: 10.3390/cells10071659] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2021] [Revised: 06/18/2021] [Accepted: 06/28/2021] [Indexed: 12/13/2022] Open
Abstract
Breast cancer is the most frequent type of cancer and the major cause of mortality in women. The rapid development of various therapeutic options has led to the improvement of treatment outcomes; nevertheless, one-third of estrogen receptor (ER)-positive patients relapse due to cancer cell acquired resistance. Here, we use dynamic BH3 profiling (DBP), a functional predictive assay that measures net changes in apoptotic priming, to find new effective treatments for ER+ breast cancer. We observed anti-apoptotic adaptations upon treatment that pointed to metronomic therapeutic combinations to enhance cytotoxicity and avoid resistance. Indeed, we found that the anti-apoptotic proteins BCL-xL and MCL-1 are crucial for ER+ breast cancer cells resistance to therapy, as they exert a dual inhibition of the pro-apoptotic protein BIM and compensate for each other. In addition, we identified the AKT inhibitor ipatasertib and two BH3 mimetics targeting these anti-apoptotic proteins, S63845 and A-1331852, as new potential therapies for this type of cancer. Therefore, we postulate the sequential inhibition of both proteins using BH3 mimetics as a new treatment option for refractory and relapsed ER+ breast cancer tumors.
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Affiliation(s)
- Clara Alcon
- Institute for Bioengineering of Catalonia (IBEC), The Barcelona Institute of Science and Technology (BIST), 08028 Barcelona, Spain; (C.A.); (J.S.)
| | | | - Reka Albert
- Department of Biology, The Pennsylvania State University, University Park, PA 16802-6300, USA;
| | - Nikhil Wagle
- Eli and Edythe L. Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA; (J.G.T.Z.); (N.W.)
- Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA 02115, USA;
| | - Maurizio Scaltriti
- Human Oncology & Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA;
| | - Anthony Letai
- Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA 02115, USA;
| | - Josep Samitier
- Institute for Bioengineering of Catalonia (IBEC), The Barcelona Institute of Science and Technology (BIST), 08028 Barcelona, Spain; (C.A.); (J.S.)
- Department of Electronics and Biomedical Engineering, University of Barcelona (UB), 08028 Barcelona, Spain
- Networking Biomedical Research Center in Bioengineering, Biomaterials and Nanomedicine (CIBER-BBN), 28029 Madrid, Spain
| | - Joan Montero
- Institute for Bioengineering of Catalonia (IBEC), The Barcelona Institute of Science and Technology (BIST), 08028 Barcelona, Spain; (C.A.); (J.S.)
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21
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Wang X, Ni D, Liu Y, Lu S. Rational Design of Peptide-Based Inhibitors Disrupting Protein-Protein Interactions. Front Chem 2021; 9:682675. [PMID: 34017824 PMCID: PMC8128998 DOI: 10.3389/fchem.2021.682675] [Citation(s) in RCA: 67] [Impact Index Per Article: 16.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2021] [Accepted: 04/09/2021] [Indexed: 12/12/2022] Open
Abstract
Protein-protein interactions (PPIs) are well-established as a class of promising drug targets for their implications in a wide range of biological processes. However, drug development toward PPIs is inevitably hampered by their flat and wide interfaces, which generally lack suitable pockets for ligand binding, rendering most PPI systems "undruggable." Here, we summarized drug design strategies for developing peptide-based PPI inhibitors. Importantly, several quintessential examples toward well-established PPI targets such as Bcl-2 family members, p53-MDM2, as well as APC-Asef are presented to illustrate the detailed schemes for peptide-based PPI inhibitor development and optimizations. This review supplies a comprehensive overview of recent progresses in drug discovery targeting PPIs through peptides or peptidomimetics, and will shed light on future therapeutic agent development toward the historically "intractable" PPI systems.
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Affiliation(s)
- Xuefei Wang
- State Key Laboratory of Oncogenes and Related Genes, Shanghai Jiao-Tong University School of Medicine, Shanghai, China
| | - Duan Ni
- The Charles Perkins Centre, The University of Sydney, Sydney, NSW, Australia
| | - Yaqin Liu
- Medicinal Bioinformatics Center, Shanghai Jiao-Tong University School of Medicine, Shanghai, China
| | - Shaoyong Lu
- State Key Laboratory of Oncogenes and Related Genes, Shanghai Jiao-Tong University School of Medicine, Shanghai, China
- Medicinal Bioinformatics Center, Shanghai Jiao-Tong University School of Medicine, Shanghai, China
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22
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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: 155] [Impact Index Per Article: 38.8] [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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23
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Gambini L, Udompholkul P, Baggio C, Muralidharan A, Kenjić N, Assar Z, Perry JJP, Pellecchia M. Design, Synthesis, and Structural Characterization of Lysine Covalent BH3 Peptides Targeting Mcl-1. J Med Chem 2021; 64:4903-4912. [PMID: 33797903 DOI: 10.1021/acs.jmedchem.1c00005] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
Modulating disease-relevant protein-protein interactions (PPIs) using pharmacological tools is a critical step toward the design of novel therapeutic strategies. Over the years, however, targeting PPIs has proven a very challenging task owing to the large interfacial areas. Our recent efforts identified possible novel routes for the design of potent and selective inhibitors of PPIs using a structure-based design of covalent inhibitors targeting Lys residues. In this present study, we report on the design, synthesis, and characterizations of the first Lys-covalent BH3 peptide that has a remarkable affinity and selectivity for hMcl-1 over the closely related hBfl-1 protein. Our structural studies, aided by X-ray crystallography, provide atomic-level details of the inhibitor interactions that can be used to further translate these discoveries into novel generation, Lys-covalent pro-apoptotic agents.
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Affiliation(s)
- Luca Gambini
- Division of Biomedical Sciences, School of Medicine, University of California Riverside, 900 University Avenue, Riverside, California 92521, United States
| | - Parima Udompholkul
- Division of Biomedical Sciences, School of Medicine, University of California Riverside, 900 University Avenue, Riverside, California 92521, United States
| | - Carlo Baggio
- Division of Biomedical Sciences, School of Medicine, University of California Riverside, 900 University Avenue, Riverside, California 92521, United States
| | - Aruljothi Muralidharan
- Division of Biomedical Sciences, School of Medicine, University of California Riverside, 900 University Avenue, Riverside, California 92521, United States
| | - Nikola Kenjić
- Department of Biochemistry, College of Natural and Agricultural Sciences, University of California Riverside, 900 University Avenue, Riverside, California 92521, United States
| | - Zahra Assar
- Cayman Chemical, 1180 East Ellsworth Road, Ann Arbor, Michigan 48108, United States
| | - J Jefferson P Perry
- Department of Biochemistry, College of Natural and Agricultural Sciences, University of California Riverside, 900 University Avenue, Riverside, California 92521, United States
| | - Maurizio Pellecchia
- Division of Biomedical Sciences, School of Medicine, University of California Riverside, 900 University Avenue, Riverside, California 92521, United States
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24
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Miles JA, Hobor F, Trinh CH, Taylor J, Tiede C, Rowell PR, Jackson BR, Nadat FA, Ramsahye P, Kyle HF, Wicky BIM, Clarke J, Tomlinson DC, Wilson AJ, Edwards TA. Selective Affimers Recognise the BCL-2 Family Proteins BCL-x L and MCL-1 through Noncanonical Structural Motifs*. Chembiochem 2021; 22:232-240. [PMID: 32961017 PMCID: PMC7821230 DOI: 10.1002/cbic.202000585] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2020] [Revised: 09/17/2020] [Indexed: 12/26/2022]
Abstract
The BCL-2 family is a challenging group of proteins to target selectively due to sequence and structural homologies across the family. Selective ligands for the BCL-2 family regulators of apoptosis are useful as probes to understand cell biology and apoptotic signalling pathways, and as starting points for inhibitor design. We have used phage display to isolate Affimer reagents (non-antibody-binding proteins based on a conserved scaffold) to identify ligands for MCL-1, BCL-xL , BCL-2, BAK and BAX, then used multiple biophysical characterisation methods to probe the interactions. We established that purified Affimers elicit selective recognition of their target BCL-2 protein. For anti-apoptotic targets BCL-xL and MCL-1, competitive inhibition of their canonical protein-protein interactions is demonstrated. Co-crystal structures reveal an unprecedented mode of molecular recognition; where a BH3 helix is normally bound, flexible loops from the Affimer dock into the BH3 binding cleft. Moreover, the Affimers induce a change in the target proteins towards a desirable drug-bound-like conformation. These proof-of-concept studies indicate that Affimers could be used as alternative templates to inspire the design of selective BCL-2 family modulators and more generally other protein-protein interaction inhibitors.
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Affiliation(s)
- Jennifer A. Miles
- School of Molecular and Cellular BiologyUniversity of LeedsWoodhouse LaneLeedsLS2 9JTUK
- Astbury Centre For Structural Molecular BiologyUniversity of LeedsWoodhouse LaneLeedsLS2 9JTUK
- School of ChemistryUniversity of LeedsWoodhouse LaneLeedsLS2 9JTUK
| | - Fruzsina Hobor
- School of Molecular and Cellular BiologyUniversity of LeedsWoodhouse LaneLeedsLS2 9JTUK
- Astbury Centre For Structural Molecular BiologyUniversity of LeedsWoodhouse LaneLeedsLS2 9JTUK
| | - Chi H. Trinh
- School of Molecular and Cellular BiologyUniversity of LeedsWoodhouse LaneLeedsLS2 9JTUK
- Astbury Centre For Structural Molecular BiologyUniversity of LeedsWoodhouse LaneLeedsLS2 9JTUK
| | - James Taylor
- School of Molecular and Cellular BiologyUniversity of LeedsWoodhouse LaneLeedsLS2 9JTUK
- Astbury Centre For Structural Molecular BiologyUniversity of LeedsWoodhouse LaneLeedsLS2 9JTUK
| | - Christian Tiede
- School of Molecular and Cellular BiologyUniversity of LeedsWoodhouse LaneLeedsLS2 9JTUK
- Astbury Centre For Structural Molecular BiologyUniversity of LeedsWoodhouse LaneLeedsLS2 9JTUK
| | - Philip R. Rowell
- School of Molecular and Cellular BiologyUniversity of LeedsWoodhouse LaneLeedsLS2 9JTUK
- Astbury Centre For Structural Molecular BiologyUniversity of LeedsWoodhouse LaneLeedsLS2 9JTUK
| | - Brian R. Jackson
- School of Molecular and Cellular BiologyUniversity of LeedsWoodhouse LaneLeedsLS2 9JTUK
- Astbury Centre For Structural Molecular BiologyUniversity of LeedsWoodhouse LaneLeedsLS2 9JTUK
- Protein Production FacilityUniversity of LeedsWoodhouse LaneLeedsLS2 9JTUK
| | - Fatima A. Nadat
- School of Molecular and Cellular BiologyUniversity of LeedsWoodhouse LaneLeedsLS2 9JTUK
- Astbury Centre For Structural Molecular BiologyUniversity of LeedsWoodhouse LaneLeedsLS2 9JTUK
- Protein Production FacilityUniversity of LeedsWoodhouse LaneLeedsLS2 9JTUK
| | - Pallavi Ramsahye
- School of Molecular and Cellular BiologyUniversity of LeedsWoodhouse LaneLeedsLS2 9JTUK
- Astbury Centre For Structural Molecular BiologyUniversity of LeedsWoodhouse LaneLeedsLS2 9JTUK
| | - Hannah F. Kyle
- School of Molecular and Cellular BiologyUniversity of LeedsWoodhouse LaneLeedsLS2 9JTUK
- Astbury Centre For Structural Molecular BiologyUniversity of LeedsWoodhouse LaneLeedsLS2 9JTUK
| | - Basile I. M. Wicky
- Department of ChemistryUniversity of CambridgeLensfield RoadCambridgeCB2 1EWUK
| | - Jane Clarke
- Department of ChemistryUniversity of CambridgeLensfield RoadCambridgeCB2 1EWUK
| | - Darren C. Tomlinson
- School of Molecular and Cellular BiologyUniversity of LeedsWoodhouse LaneLeedsLS2 9JTUK
- Astbury Centre For Structural Molecular BiologyUniversity of LeedsWoodhouse LaneLeedsLS2 9JTUK
| | - Andrew J. Wilson
- Astbury Centre For Structural Molecular BiologyUniversity of LeedsWoodhouse LaneLeedsLS2 9JTUK
- School of ChemistryUniversity of LeedsWoodhouse LaneLeedsLS2 9JTUK
| | - Thomas A. Edwards
- School of Molecular and Cellular BiologyUniversity of LeedsWoodhouse LaneLeedsLS2 9JTUK
- Astbury Centre For Structural Molecular BiologyUniversity of LeedsWoodhouse LaneLeedsLS2 9JTUK
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25
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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: 91] [Impact Index Per Article: 18.2] [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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26
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Reddy CN, Manzar N, Ateeq B, Sankararamakrishnan R. Computational Design of BH3-Mimetic Peptide Inhibitors That Can Bind Specifically to Mcl-1 or Bcl-X L: Role of Non-Hot Spot Residues. Biochemistry 2020; 59:4379-4394. [PMID: 33146015 DOI: 10.1021/acs.biochem.0c00661] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
Interactions between pro- and anti-apoptotic Bcl-2 proteins decide the fate of the cell. The BH3 domain of pro-apoptotic Bcl-2 proteins interacts with the exposed hydrophobic groove of their anti-apoptotic counterparts. Through their design and development, BH3 mimetics that target the hydrophobic groove of specific anti-apoptotic Bcl-2 proteins have the potential to become anticancer drugs. We have developed a novel computational method for designing sequences with BH3 domain features that can bind specifically to anti-apoptotic Mcl-1 or Bcl-XL. In this method, we retained the four highly conserved hydrophobic and aspartic residues of wild-type BH3 sequences and randomly substituted all other positions to generate a large number of BH3-like sequences. We modeled 20000 complex structures with Mcl-1 or Bcl-XL using the BH3-like sequences derived from five wild-type pro-apoptotic BH3 peptides. Peptide-protein interaction energies calculated from these models for each set of BH3-like sequences resulted in negatively skewed extreme value distributions. The selected BH3-like sequences from the extreme negative tail regions have highly favorable interaction energies with Mcl-1 or Bcl-XL. They are enriched in acidic and basic residues when they bind to Mcl-1 and Bcl-XL, respectively. With the charged residues often away from the binding interface, the overall electric field generated by the charged residues results in strong long-range electrostatic interaction energies between the peptide and the protein giving rise to high specificity. Cell viability studies of representative BH3-like peptides further validated the predicted specificity. This study has revealed the importance of non-hot spot residues in BH3-mimetic peptides in providing specificity to a particular anti-apoptotic protein.
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27
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Zeidner JF, Lee DJ, Frattini M, Fine GD, Costas J, Kolibaba K, Anthony SP, Bearss D, Smith BD. Phase I Study of Alvocidib Followed by 7+3 (Cytarabine + Daunorubicin) in Newly Diagnosed Acute Myeloid Leukemia. Clin Cancer Res 2020; 27:60-69. [PMID: 32998965 DOI: 10.1158/1078-0432.ccr-20-2649] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2020] [Revised: 08/26/2020] [Accepted: 09/23/2020] [Indexed: 11/16/2022]
Abstract
PURPOSE Alvocidib is a cyclin-dependent kinase 9 inhibitor leading to downregulation of the antiapoptotic BCL-2 family member, MCL-1. Alvocidib has shown clinical activity in a timed sequential regimen with cytarabine and mitoxantrone in relapsed/refractory and newly diagnosed acute myeloid leukemia (AML) but has not been studied in combination with traditional 7+3 induction therapy. PATIENTS AND METHODS A multiinstitutional phase I dose-escalation study of alvocidib on days 1-3 followed by 7+3 (cytarabine 100 mg/m2/day i.v. infusion days 5-12 and daunorubicin 60 mg/m2 i.v. days 5-7) was performed in newly diagnosed AML ≤65 years. Core-binding factor AML was excluded. RESULTS There was no MTD on this study; the recommended phase II dose of alvocidib was 30 mg/m2 i.v. over 30 minutes followed by 60 mg/m2 i.v. infusion over 4 hours. There was one dose-limiting toxicity of cytokine release syndrome. The most common grade ≥3 nonhematologic toxicities were diarrhea (44%) and tumor lysis syndrome (34%). Overall, 69% (22/32) of patients achieved complete remission (CR). In an exploratory cohort, eight of nine (89%) patients in complete remission had no measurable residual disease, as determined by a centralized flow cytometric assay. Clinical activity was seen in patients with secondary AML, AML with myelodysplastic syndrome-related changes, and a genomic signature of secondary AML (50%, 50%, and 92% CR rates, respectively). CONCLUSIONS Alvocidib can be safely administered prior to 7+3 induction with encouraging clinical activity. These findings warrant further investigation of alvocidib combinations in newly diagnosed AML. This study was registered at clinicaltrials.gov identifier NCT03298984.
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Affiliation(s)
- Joshua F Zeidner
- University of North Carolina, Lineberger Comprehensive Cancer Center, Chapel Hill, North Carolina.
| | - Daniel J Lee
- Columbia University Medical Center, New York, New York
| | - Mark Frattini
- Columbia University Medical Center, New York, New York
- Celgene, Summit, New Jersey
| | - Gil D Fine
- Sumitomo Dainippon Pharma Oncology, Lehi, Utah
| | - Judy Costas
- Sumitomo Dainippon Pharma Oncology, Lehi, Utah
| | | | | | | | - B Douglas Smith
- Johns Hopkins University School of Medicine, Sidney Kimmel Comprehensive Cancer Center, Baltimore, Maryland
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28
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Alcon C, Manzano-Muñoz A, Prada E, Mora J, Soriano A, Guillén G, Gallego S, Roma J, Samitier J, Villanueva A, Montero J. Sequential combinations of chemotherapeutic agents with BH3 mimetics to treat rhabdomyosarcoma and avoid resistance. Cell Death Dis 2020; 11:634. [PMID: 32801295 PMCID: PMC7429859 DOI: 10.1038/s41419-020-02887-y] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2020] [Revised: 08/04/2020] [Accepted: 08/04/2020] [Indexed: 01/30/2023]
Abstract
Rhabdomyosarcoma (RMS) is the most common soft tissue sarcoma in childhood and adolescence. Refractory/relapsed RMS patients present a bad prognosis that combined with the lack of specific biomarkers impairs the development of new therapies. Here, we utilize dynamic BH3 profiling (DBP), a functional predictive biomarker that measures net changes in mitochondrial apoptotic signaling, to identify anti-apoptotic adaptations upon treatment. We employ this information to guide the use of BH3 mimetics to specifically inhibit BCL-2 pro-survival proteins, defeat resistance and avoid relapse. Indeed, we found that BH3 mimetics that selectively target anti-apoptotic BCL-xL and MCL-1, synergistically enhance the effect of clinically used chemotherapeutic agents vincristine and doxorubicin in RMS cells. We validated this strategy in vivo using a RMS patient-derived xenograft model and observed a reduction in tumor growth with a tendency to stabilization with the sequential combination of vincristine and the MCL-1 inhibitor S63845. We identified the molecular mechanism by which RMS cells acquire resistance to vincristine: an enhanced binding of BID and BAK to MCL-1 after drug exposure, which is suppressed by subsequently adding S63845. Our findings validate the use of DBP as a functional assay to predict treatment effectiveness in RMS and provide a rationale for combining BH3 mimetics with chemotherapeutic agents to avoid tumor resistance, improve treatment efficiency, and decrease undesired secondary effects.
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Affiliation(s)
- Clara Alcon
- Institute for Bioengineering of Catalonia (IBEC), Barcelona Institute of Science and Technology (BIST), 08028, Barcelona, Spain
| | - Albert Manzano-Muñoz
- Institute for Bioengineering of Catalonia (IBEC), Barcelona Institute of Science and Technology (BIST), 08028, Barcelona, Spain
| | - Estela Prada
- Developmental Tumor Biology Laboratory, Institut de Recerca Sant Joan de Déu, 08950, Esplugues de Llobregat, Spain
- Department of Haematology and Oncology, Hospital Sant Joan de Déu Barcelona, 08950, Esplugues de Llobregat, Spain
| | - Jaume Mora
- Developmental Tumor Biology Laboratory, Institut de Recerca Sant Joan de Déu, 08950, Esplugues de Llobregat, Spain
- Department of Haematology and Oncology, Hospital Sant Joan de Déu Barcelona, 08950, Esplugues de Llobregat, Spain
| | - Aroa Soriano
- Group of Translational Research in Child and Adolescent Cancer, Vall d'Hebron Research Institute (VHIR), Universitat Autònoma de Barcelona (UAB), 08035, Barcelona, Spain
| | - Gabriela Guillén
- Group of Translational Research in Child and Adolescent Cancer, Vall d'Hebron Research Institute (VHIR), Universitat Autònoma de Barcelona (UAB), 08035, Barcelona, Spain
- Department of Surgery, Universitat Autònoma de Barcelona (UAB), 08193, Barcelona, Spain
| | - Soledad Gallego
- Group of Translational Research in Child and Adolescent Cancer, Vall d'Hebron Research Institute (VHIR), Universitat Autònoma de Barcelona (UAB), 08035, Barcelona, Spain
| | - Josep Roma
- Group of Translational Research in Child and Adolescent Cancer, Vall d'Hebron Research Institute (VHIR), Universitat Autònoma de Barcelona (UAB), 08035, Barcelona, Spain
| | - Josep Samitier
- Institute for Bioengineering of Catalonia (IBEC), Barcelona Institute of Science and Technology (BIST), 08028, Barcelona, Spain
- Department of Electronics and Biomedical Engineering, University of Barcelona (UB), 08028, Barcelona, Spain
- Networking Biomedical Research Center in Bioengineering, Biomaterials and Nanomedicine (CIBER-BBN), 28029, Madrid, Spain
| | - Alberto Villanueva
- Program against Cancer Therapeutic Resistance (ProCURE), IDIBELL, Catalan Institute of Oncology, l'Hospitalet del Llobregat, 08907, Barcelona, Spain
- Xenopat S.L., Business Bioincubator, Bellvitge Health Science Campus, l'Hospitalet de Llobregat, 08907, Barcelona, Spain
| | - Joan Montero
- Institute for Bioengineering of Catalonia (IBEC), Barcelona Institute of Science and Technology (BIST), 08028, Barcelona, Spain.
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29
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Zheng X, Liu W, Liu Z, Zhao Y, Wu C. Biocompatible and Rapid Cyclization of Peptides with 2,4-Difluoro-6-hydroxy-1,3,5-benzenetricarbonitrile for the Development of Cyclic Peptide Libraries. Bioconjug Chem 2020; 31:2085-2091. [DOI: 10.1021/acs.bioconjchem.0c00363] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Affiliation(s)
- Xuejun Zheng
- Department of Chemistry, College of Chemistry and Chemical Engineering, The MOE Key Laboratory of Spectrochemical Analysis and Instrumentation, Xiamen University, Xiamen, 361005, P.R. China
| | - Weidong Liu
- Department of Chemistry, College of Chemistry and Chemical Engineering, The MOE Key Laboratory of Spectrochemical Analysis and Instrumentation, Xiamen University, Xiamen, 361005, P.R. China
| | - Ziyan Liu
- Department of Chemistry, College of Chemistry and Chemical Engineering, The MOE Key Laboratory of Spectrochemical Analysis and Instrumentation, Xiamen University, Xiamen, 361005, P.R. China
| | - Yibing Zhao
- Department of Chemistry, College of Chemistry and Chemical Engineering, The MOE Key Laboratory of Spectrochemical Analysis and Instrumentation, Xiamen University, Xiamen, 361005, P.R. China
| | - Chuanliu Wu
- Department of Chemistry, College of Chemistry and Chemical Engineering, The MOE Key Laboratory of Spectrochemical Analysis and Instrumentation, Xiamen University, Xiamen, 361005, P.R. China
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30
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Predicted Hotspot Residues Involved in Allosteric Signal Transmission in Pro-Apoptotic Peptide-Mcl1 Complexes. Biomolecules 2020; 10:biom10081114. [PMID: 32731448 PMCID: PMC7463671 DOI: 10.3390/biom10081114] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2020] [Revised: 07/16/2020] [Accepted: 07/24/2020] [Indexed: 11/30/2022] Open
Abstract
Mcl1 is a primary member of the Bcl–2 family—anti–apoptotic proteins (AAP)—that is overexpressed in several cancer pathologies. The apoptotic regulation is mediated through the binding of pro-apoptotic peptides (PAPs) (e.g., Bak and Bid) at the canonical hydrophobic binding groove (CBG) of Mcl1. Although all PAPs form amphipathic α-helices, their amino acid sequences vary to different degree. This sequence variation exhibits a central role in the binding partner selectivity towards different AAPs. Thus, constructing a novel peptide or small organic molecule with the ability to mimic the natural regulatory process of PAP is essential to inhibit various AAPs. Previously reported experimental binding free energies (BFEs) were utilized in the current investigation aimed to understand the mechanistic basis of different PAPs targeted to mMcl1. Molecular dynamics (MD) simulations used to estimate BFEs between mMcl1—PAP complexes using Molecular Mechanics-Generalized Born Solvent Accessible (MMGBSA) approach with multiple parameters. Predicted BFE values showed an excellent agreement with the experiment (R2 = 0.92). The van–der Waals (ΔGvdw) and electrostatic (ΔGele) energy terms found to be the main energy components that drive heterodimerization of mMcl1—PAP complexes. Finally, the dynamic network analysis predicted the allosteric signal transmission pathway involves more favorable energy contributing residues. In total, the results obtained from the current investigation may provide valuable insights for the synthesis of a novel peptide or small organic inhibitor targeting Mcl1.
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31
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Godwin CD, Bates OM, Jean SR, Laszlo GS, Garling EE, Beddoe ME, Cardone MH, Walter RB. Anti-apoptotic BCL-2 family proteins confer resistance to calicheamicin-based antibody-drug conjugate therapy of acute leukemia. Leuk Lymphoma 2020; 61:2990-2994. [PMID: 32627634 DOI: 10.1080/10428194.2020.1786553] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Affiliation(s)
- Colin D Godwin
- Clinical Research Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA.,Department of Medicine, Division of Hematology, University of Washington, Seattle, WA, USA
| | - Olivia M Bates
- Clinical Research Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Sae Rin Jean
- Eutropics Pharmaceuticals, Inc, Cambridge, MA, USA
| | - George S Laszlo
- Clinical Research Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Eliotte E Garling
- Clinical Research Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Mary E Beddoe
- Clinical Research Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | | | - Roland B Walter
- Clinical Research Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA.,Department of Medicine, Division of Hematology, University of Washington, Seattle, WA, USA.,Department of Pathology, University of Washington, Seattle, WA, USA.,Department of Epidemiology, University of Washington, Seattle, WA, USA
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32
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Tetrazolium reduction assays under-report cell death provoked by clinically relevant concentrations of proteasome inhibitors. Mol Biol Rep 2020; 47:4849-4856. [PMID: 32424523 DOI: 10.1007/s11033-020-05530-3] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2020] [Accepted: 05/14/2020] [Indexed: 02/06/2023]
Abstract
High throughput cell viability screening assays often capitalize on the ability of active enzymes or molecules within viable cells to catalyze a quantifiable chemical reaction. The tetrazolium reduction (MTT) assay relies on oxidoreductases to reduce tetrazolium into purple formazan crystals that are solubilized so absorbance reflects viability, while other assays use cellular ATP to catalyze a luminescence-emitting reaction. It is therefore important to know how accurately these assays report cellular responses, as cytotoxic anti-cancer agents promote cell death via a variety of signaling pathways, some of which may alter how these assays work. In this study, we compared the magnitude of cytotoxicity to different cell types provoked by currently used anti-cancer agents, using three different cell viability assays. We found the three assays were consistent in reporting the viability of cells treated with chemotherapy drugs or the BH3 mimetic navitoclax, but the MTT assay underreported the killing capacity of proteasome inhibitors. Additionally, the MTT assay failed to confirm the induction of caspase-mediated cell death by bortezomib at physiologically relevant concentrations, thereby mischaracterizing the mode of cell death. While the cell viability assays used allow for the rapid identification of novel cytotoxic compounds, our study emphasizes the importance for these screening assays to be complemented with a direct measure of cell death or another independent measure of cell viability. We caution researchers against using MTT assays for monitoring cytotoxicity induced by proteasome inhibitors.
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Marimuthu P, Razzokov J, Eshonqulov G. Disruption of conserved polar interactions causes a sequential release of Bim mutants from the canonical binding groove of Mcl1. Int J Biol Macromol 2020; 158:364-374. [PMID: 32376253 DOI: 10.1016/j.ijbiomac.2020.04.243] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2020] [Revised: 04/25/2020] [Accepted: 04/27/2020] [Indexed: 12/15/2022]
Abstract
Mcl1 is an important anti-apoptotic member of the Bcl2 family proteins that are upregulated in several cancer malignancies. The canonical binding groove (CBG) located at the surface of Mcl1 exhibits a critical role in binding partners selectively via the BH3-domain of pro-apoptotic Bcl2 family members that trigger the downregulation of Mcl1 function. There are several crystal structures of point-mutated pro-apoptotic Bim peptides in complex with Mcl1. However, the mechanistic effects of such point-mutations towards peptide binding and complex stability still remain unexplored. Here, the effects of the reported point mutations in Bim peptides and their binding mechanisms to Mcl1 were computationally evaluated using atomistic-level steered molecular dynamics (SMD) simulations. A range of external-forces and constant-velocities were applied to the Bim peptides to uncover the mechanistic basis of peptide dissociation from the CBG of Mcl1. Although the peptides showed similarities in their dissociation pathways, the peak rupture forces varied significantly. According to simulations results, the disruption of the conserved polar contacts at the complex interface causes a sequential release of the peptides from the CBG of Mcl1. Overall, the results obtained from the current study may provide valuable insights for the development of novel anti-cancer peptide-inhibitors that can downregulate Mcl1's function.
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Affiliation(s)
- Parthiban Marimuthu
- Structural Bioinformatics Laboratory (SBL), Biochemistry and Pharmacy, Faculty of Science and Engineering, Åbo Akademi University, FI-20520 Turku, Finland.
| | - Jamoliddin Razzokov
- Research Group PLASMANT, Department of Chemistry, University of Antwerp, Universiteitsplein 1, B-2610 Antwerp, Belgium
| | - Gofur Eshonqulov
- Department of Physics, National University of Uzbekistan, 100174 Tashkent, Uzbekistan
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Suleiman MR, Wang H, Huang D, Wang H, Joseph J, Huang T, Zhang F, Wang J, Cheng M. Discovery of small molecule inhibitors through pharmacophore modeling, molecular docking, molecular dynamics simulation and experimental validation against myeloid cell leukemia-1 (Mcl-1). J Biomol Struct Dyn 2020; 39:2512-2525. [PMID: 32228162 DOI: 10.1080/07391102.2020.1749132] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/28/2023]
Abstract
Myeloid cell leukemia-1 (Mcl-1) protein is a family of Bcl-2 (B cell lymphoma 2) rich proteases of the most common increase threshold for genetic aberrations observed in human cancer, including lung, breast, pancreatic, cervical, and ovarian cancers as well as leukemia and lymphoma. Mcl-1 is recognized as an attractive drug target in number of diseases, including cancer. In the present study we surveyed and collected queries compounds from PDB database of Mcl-1 protein and generated pharmacophore-based models adapted to screen the drug-like compounds from FDA approved database. The 206 best lead molecules from pharmacophore-screening were further evaluated by molecular docking, molecular dynamics simulation, MM-GBSA calculation, as well as experimental validation. Two hits, ZINC00601272 and ZINC00002166, showed the best docking scores, which showed a tendency to inhibit cell viability of HL60 and K562 leukemia cells with Mcl-1 expressions. Conclusively, the present study provides structural information of Mcl-1 inhibitors for next generations of cancer therapeutics through computational and experimental validation approach.Communicated by Ramaswamy H. Sarma.
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Affiliation(s)
- Muhammad R Suleiman
- Key Laboratory of Structure-Based Drug Design & Discovery, Ministry of Education, Shenyang Pharmaceutical University, Shenyang, China
| | - Hanxun Wang
- Key Laboratory of Structure-Based Drug Design & Discovery, Ministry of Education, Shenyang Pharmaceutical University, Shenyang, China
| | - Danxia Huang
- Wuya College of Innovation, Shenyang Pharmaceutical University, Shenyang, China
| | - Huibin Wang
- School of Pharmacy, Shenyang Pharmaceutical University, Shenyang, China
| | - Johnson Joseph
- Key Laboratory of Structure-Based Drug Design & Discovery, Ministry of Education, Shenyang Pharmaceutical University, Shenyang, China
| | - Tianci Huang
- School of Life Science and Biopharmaceutical Engineering, Shenyang Pharmaceutical University, Shenyang, China
| | - Fengjiao Zhang
- Wuya College of Innovation, Shenyang Pharmaceutical University, Shenyang, China
| | - Jian Wang
- Key Laboratory of Structure-Based Drug Design & Discovery, Ministry of Education, Shenyang Pharmaceutical University, Shenyang, China
| | - Maosheng Cheng
- Key Laboratory of Structure-Based Drug Design & Discovery, Ministry of Education, Shenyang Pharmaceutical University, Shenyang, China
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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: 1.8] [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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36
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Ishikawa K, Kawano Y, Arihara Y, Kubo T, Takada K, Murase K, Miyanishi K, Kobune M, Kato J. BH3 profiling discriminates the anti‑apoptotic status of 5‑fluorouracil‑resistant colon cancer cells. Oncol Rep 2019; 42:2416-2425. [PMID: 31638265 PMCID: PMC6826312 DOI: 10.3892/or.2019.7373] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2019] [Accepted: 09/26/2019] [Indexed: 12/11/2022] Open
Abstract
5-Fluorouracil (5-FU) is a cytotoxic anticancer drug commonly used for patients with advanced colon cancer. This drug effectively reduces the size of tumors to a certain degree; however, cancer cells can gradually acquire resistance, resulting in disease progression. To identify the mechanism of 5-FU resistance, we established three 5-FU-resistant colon cancer cell lines and analyzed both apoptosis-related protein expression levels and BH3 profiling. These 5-FU-resistant colon cancer cell lines acquired apoptotic resistance to 5-FU. Although apoptosis-related protein expression levels were altered in each 5-FU-resistant colon cancer cell line variably, BH3 profiling indicated BCLXL dependence in 5-FU-resistant HT-29 cells only. Functional BCLXL inhibition in 5-FU-resistant HT-29 cells not only sensitized the cells to apoptosis but also overcame 5-FU resistance. The apoptotic BIM protein was preferentially sequestered, thereby resulting in acquired dependence on BCLXL for survival. Additionally, in vivo models showed that BCLXL inhibition controlled tumor progression. These results indicate that BH3 profiling facilitates the identification of the functional role of anti-apoptotic proteins during drug resistance and has clinical implications for colon cancer in targeting specific proteins such as BCLXL.
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Affiliation(s)
- Kazuma Ishikawa
- Department of Medical Oncology, Sapporo Medical University School of Medicine, Sapporo, Hokkaido 060‑8543, Japan
| | - Yutaka Kawano
- Department of Medical Oncology, Sapporo Medical University School of Medicine, Sapporo, Hokkaido 060‑8543, Japan
| | - Yohei Arihara
- Department of Medical Oncology, Sapporo Medical University School of Medicine, Sapporo, Hokkaido 060‑8543, Japan
| | - Tomohiro Kubo
- Department of Medical Oncology, Sapporo Medical University School of Medicine, Sapporo, Hokkaido 060‑8543, Japan
| | - Kohichi Takada
- Department of Medical Oncology, Sapporo Medical University School of Medicine, Sapporo, Hokkaido 060‑8543, Japan
| | - Kazuyuki Murase
- Department of Medical Oncology, Sapporo Medical University School of Medicine, Sapporo, Hokkaido 060‑8543, Japan
| | - Koji Miyanishi
- Department of Medical Oncology, Sapporo Medical University School of Medicine, Sapporo, Hokkaido 060‑8543, Japan
| | - Masayoshi Kobune
- Department of Hematology, Sapporo Medical University School of Medicine, Sapporo, Hokkaido 060‑8543, Japan
| | - Junji Kato
- Department of Medical Oncology, Sapporo Medical University School of Medicine, Sapporo, Hokkaido 060‑8543, Japan
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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: 6.3] [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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38
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Wang Q, Hao S. A-1210477, a selective MCL-1 inhibitor, overcomes ABT-737 resistance in AML. Oncol Lett 2019; 18:5481-5489. [PMID: 31612056 PMCID: PMC6781566 DOI: 10.3892/ol.2019.10891] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2019] [Accepted: 08/20/2019] [Indexed: 01/15/2023] Open
Abstract
Acute myeloid leukemia (AML) is one of the most common hematological malignancies. It is difficult to treat since it easily develops resistance to therapeutic drugs. Myeloid cell leukemia 1 (MCL-1), BCL-2 and BCL-XL, which belong to the anti-apoptotic group of proteins in the BCL-2 family, are overexpressed in AML. The effects of inhibitors that target anti-apoptotic proteins of the BCL-2 family in AML were evaluated in the present study. MCL-1 protein levels of HL60, MOLM13, OCI-AML3 and MV4-11 cell lines were investigated. Furthermore, following treatment with MCL-1-selective antagonist A-1210477 and/or BCL-2/BCL-XL antagonist ABT-737, cell viability was detected. The chimera rate of human CD45(+) cells of bone marrow from mouse models was analyzed via flow cytometry and immunohistochemistry using murine tissues (lung, spleen and liver). The data revealed that the HL-60 cell line, which exhibited a low MCL-1 protein level, and MOLM-13 and MV4-11 cell lines, whose MCL level was intermediate, were sensitive to ABT-737, whereas OCI-AML3 cells, which exhibited a high MCL-1 level, were insensitive to ABT-737. However, multiple AML mouse models and AML cell lines were sensitive to the MCL-1-selective antagonist A-1210477. The results of the present study indicated that the MCL-1-selective antagonist could overcome the resistance to the BCL-2/BCL-XL antagonist (ABT-737) in vitro and in vivo.
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Affiliation(s)
- Qing Wang
- Department of Hematology, Xinhua Hospital Affiliated to Shanghai Jiaotong University School of Medicine, Shanghai 200092, P.R. China
| | - Siguo Hao
- Department of Hematology, Xinhua Hospital Affiliated to Shanghai Jiaotong University School of Medicine, Shanghai 200092, P.R. China
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39
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Linciano S, Pluda S, Bacchin A, Angelini A. Molecular evolution of peptides by yeast surface display technology. MEDCHEMCOMM 2019; 10:1569-1580. [PMID: 31803399 PMCID: PMC6836575 DOI: 10.1039/c9md00252a] [Citation(s) in RCA: 30] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/29/2019] [Accepted: 06/28/2019] [Indexed: 12/12/2022]
Abstract
Genetically encoded peptides possess unique properties, such as a small molecular weight and ease of synthesis and modification, that make them suitable to a large variety of applications. However, despite these favorable qualities, naturally occurring peptides are often limited by intrinsic weak binding affinities, poor selectivity and low stability that ultimately restrain their final use. To overcome these limitations, a large variety of in vitro display methodologies have been developed over the past few decades to evolve genetically encoded peptide molecules with superior properties. Phage display, mRNA display, ribosome display, bacteria display, and yeast display are among the most commonly used methods to engineer peptides. While most of these in vitro methodologies have already been described in detail elsewhere, this review describes solely the yeast surface display technology and its valuable use for the evolution of a wide range of peptide formats.
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Affiliation(s)
- Sara Linciano
- Department of Molecular Sciences and Nanosystems , Ca' Foscari University of Venice , Via Torino 155 , Venezia Mestre 30172 , Italy
| | - Stefano Pluda
- Department of Molecular Sciences and Nanosystems , Ca' Foscari University of Venice , Via Torino 155 , Venezia Mestre 30172 , Italy
- Fidia Farmaceutici S.p.A , Via Ponte della Fabbrica 3/A , Abano Terme 35031 , Italy
| | - Arianna Bacchin
- Department of Molecular Sciences and Nanosystems , Ca' Foscari University of Venice , Via Torino 155 , Venezia Mestre 30172 , Italy
| | - Alessandro Angelini
- Department of Molecular Sciences and Nanosystems , Ca' Foscari University of Venice , Via Torino 155 , Venezia Mestre 30172 , Italy
- European Centre for Living Technology (ECLT) , Ca' Bottacin, Dorsoduro 3911, Calle Crosera , Venice 30123 , Italy .
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40
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Villalobos-Ortiz M, Ryan J, Mashaka TN, Opferman JT, Letai A. BH3 profiling discriminates on-target small molecule BH3 mimetics from putative mimetics. Cell Death Differ 2019; 27:999-1007. [PMID: 31332296 DOI: 10.1038/s41418-019-0391-9] [Citation(s) in RCA: 56] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2018] [Revised: 06/20/2019] [Accepted: 06/24/2019] [Indexed: 11/09/2022] Open
Abstract
Inhibition of the anti-apoptotic machinery of cancer cells is a promising therapeutic approach that has driven the development of an important class of compounds termed "BH3 mimetics". These novel small molecules mimic BH3-only proteins by antagonizing the pro-survival function of anti-apoptotic proteins, thereby inducing apoptosis in cancer cells. To qualify as an authentic BH3 mimetic, a compound must function directly on the mitochondria of a cell of known anti-apoptotic dependence, must directly and selectively inhibit the anti-apoptotic protein with high-affinity binding, and must induce mitochondrial outer membrane permeabilization (MOMP) and apoptosis in a BAX/BAK-dependent manner. While many BH3 mimetics have entered clinical trials, the lack of a reliable validation assay to directly test the mitochondrial activity of new BH3 mimetic candidates has resulted in many misleading reports of agents touted as BH3 mimetics despite their off-target mechanisms of action. BH3 profiling probes the activity of a compound at the mitochondrial level by measuring cytochrome c release as a surrogate marker for MOMP. We propose a comprehensive biochemical toolkit consisting of BH3 profiling in parallel with high-throughput Annexin V/Hoechst viability testing to validate BH3 mimetic candidates. We tested our toolkit on eighteen different putative BH3 mimetics using a set of standardized cell lines of known anti-apoptotic dependence. Included in this set of cell lines is an apoptosis refractory BAX/BAK DKO control line to detect compounds that function independently of the BCL-2 family. Taken together, this rapid, efficient means of testing will prove advantageous as the demand for BH3 mimetics increases, particularly in the quest to identify and develop more potent MCL-1 inhibitors for use in the clinic. We strongly urge researchers utilizing BH3 mimetics in their work to use the potent and selective compounds identified with this validation toolkit instead of those lacking such potency and selectivity.
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Affiliation(s)
| | - Jeremy Ryan
- Department of Medical Oncology, Dana-Farber Cancer Institute, 02215, Boston, MA, USA
| | - Thelma N Mashaka
- Department of Medical Oncology, Dana-Farber Cancer Institute, 02215, Boston, MA, USA
| | - Joseph T Opferman
- Department of Cell and Molecular Biology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Anthony Letai
- Department of Medical Oncology, Dana-Farber Cancer Institute, 02215, Boston, MA, USA. .,Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA. .,Harvard Medical School, Boston, MA, USA. .,Ludwig Center at Harvard, Boston, MA, USA.
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41
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Investigating the Molecular Basis of N-Substituted 1-Hydroxy-4-Sulfamoyl-2-Naphthoate Compounds Binding to Mcl1. Processes (Basel) 2019. [DOI: 10.3390/pr7040224] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/02/2023] Open
Abstract
Myeloid cell leukemia-1 (Mcl1) is an anti–apoptotic protein that has gained considerable attention due to its overexpression activity prevents cell death. Therefore, a potential inhibitor that specifically targets Mcl1 with higher binding affinity is necessary. Recently, a series of N-substituted 1-hydroxy-4-sulfamoyl-2-naphthoate compounds was reported that targets Mcl1, but its binding mechanism remains unexplored. Here, we attempted to explore the molecular mechanism of binding to Mcl1 using advanced computational approaches: pharmacophore-based 3D-QSAR, docking, and MD simulation. The selected pharmacophore—NNRRR—yielded a statistically significant 3D-QSAR model containing high confidence scores (R2 = 0.9209, Q2 = 0.8459, and RMSE = 0.3473). The contour maps—comprising hydrogen bond donor, hydrophobic, negative ionic and electron withdrawal effects—from our 3D-QSAR model identified the favorable regions crucial for maximum activity. Furthermore, the external validation of the selected model using enrichment and decoys analysis reveals a high predictive power. Also, the screening capacity of the selected model had scores of 0.94, 0.90, and 8.26 from ROC, AUC, and RIE analysis, respectively. The molecular docking of the highly active compound—C40; 4-(N-benzyl-N-(4-(4-chloro-3,5-dimethylphenoxy) phenyl) sulfamoyl)-1-hydroxy-2-naphthoate—predicted the low-energy conformational pose, and the MD simulation revealed crucial details responsible for the molecular mechanism of binding with Mcl1.
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42
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Frappier V, Jenson JM, Zhou J, Grigoryan G, Keating AE. Tertiary Structural Motif Sequence Statistics Enable Facile Prediction and Design of Peptides that Bind Anti-apoptotic Bfl-1 and Mcl-1. Structure 2019; 27:606-617.e5. [PMID: 30773399 PMCID: PMC6447450 DOI: 10.1016/j.str.2019.01.008] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2018] [Revised: 12/20/2018] [Accepted: 01/18/2019] [Indexed: 12/25/2022]
Abstract
Understanding the relationship between protein sequence and structure well enough to design new proteins with desired functions is a longstanding goal in protein science. Here, we show that recurring tertiary structural motifs (TERMs) in the PDB provide rich information for protein-peptide interaction prediction and design. TERM statistics can be used to predict peptide binding energies for Bcl-2 family proteins as accurately as widely used structure-based tools. Furthermore, design using TERM energies (dTERMen) rapidly and reliably generates high-affinity peptide binders of anti-apoptotic proteins Bfl-1 and Mcl-1 with just 15%-38% sequence identity to any known native Bcl-2 family protein ligand. High-resolution structures of four designed peptides bound to their targets provide opportunities to analyze the strengths and limitations of the computational design method. Our results support dTERMen as a powerful approach that can complement existing tools for protein engineering.
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Affiliation(s)
- Vincent Frappier
- Department of Biology, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
| | - Justin M Jenson
- Department of Biology, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
| | - Jianfu Zhou
- Department of Computer Science, Dartmouth College, Hanover, NH 03755, USA
| | - Gevorg Grigoryan
- Department of Computer Science, Dartmouth College, Hanover, NH 03755, USA; Institute for Quantitative Biomedical Sciences, Dartmouth College, Hanover, NH 03755, USA; Department of Biological Sciences, Dartmouth College, Hanover, NH 03755, USA.
| | - Amy E Keating
- Department of Biology, Massachusetts Institute of Technology, Cambridge, MA 02139, USA; Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, MA 02139, USA; Koch Center for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, MA 02139, USA.
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43
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Lee T, Christov PP, Shaw S, Tarr JC, Zhao B, Veerasamy N, Jeon KO, Mills JJ, Bian Z, Sensintaffar JL, Arnold AL, Fogarty SA, Perry E, Ramsey HE, Cook RS, Hollingshead M, Davis Millin M, Lee KM, Koss B, Budhraja A, Opferman JT, Kim K, Arteaga CL, Moore WJ, Olejniczak ET, Savona MR, Fesik SW. Discovery of Potent Myeloid Cell Leukemia-1 (Mcl-1) Inhibitors That Demonstrate in Vivo Activity in Mouse Xenograft Models of Human Cancer. J Med Chem 2019; 62:3971-3988. [DOI: 10.1021/acs.jmedchem.8b01991] [Citation(s) in RCA: 33] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Affiliation(s)
- Taekyu Lee
- Department of Biochemistry, Vanderbilt University School of Medicine, 2215 Garland Avenue, 607 Light Hall, Nashville, Tennessee 37232-0146, United States
| | - Plamen P. Christov
- Chemical Synthesis Core, Vanderbilt Institute of Chemical Biology, Vanderbilt University, Nashville, Tennessee 37232, United States
| | - Subrata Shaw
- Department of Biochemistry, Vanderbilt University School of Medicine, 2215 Garland Avenue, 607 Light Hall, Nashville, Tennessee 37232-0146, United States
| | - James C. Tarr
- Department of Biochemistry, Vanderbilt University School of Medicine, 2215 Garland Avenue, 607 Light Hall, Nashville, Tennessee 37232-0146, United States
| | - Bin Zhao
- Department of Biochemistry, Vanderbilt University School of Medicine, 2215 Garland Avenue, 607 Light Hall, Nashville, Tennessee 37232-0146, United States
| | - Nagarathanam Veerasamy
- Department of Biochemistry, Vanderbilt University School of Medicine, 2215 Garland Avenue, 607 Light Hall, Nashville, Tennessee 37232-0146, United States
| | - Kyu Ok Jeon
- Department of Biochemistry, Vanderbilt University School of Medicine, 2215 Garland Avenue, 607 Light Hall, Nashville, Tennessee 37232-0146, United States
| | - Jonathan J. Mills
- Department of Biochemistry, Vanderbilt University School of Medicine, 2215 Garland Avenue, 607 Light Hall, Nashville, Tennessee 37232-0146, United States
| | - Zhiguo Bian
- Department of Biochemistry, Vanderbilt University School of Medicine, 2215 Garland Avenue, 607 Light Hall, Nashville, Tennessee 37232-0146, United States
| | - John L. Sensintaffar
- Department of Biochemistry, Vanderbilt University School of Medicine, 2215 Garland Avenue, 607 Light Hall, Nashville, Tennessee 37232-0146, United States
| | - Allison L. Arnold
- Department of Biochemistry, Vanderbilt University School of Medicine, 2215 Garland Avenue, 607 Light Hall, Nashville, Tennessee 37232-0146, United States
| | - Stuart A. Fogarty
- Department of Biochemistry, Vanderbilt University School of Medicine, 2215 Garland Avenue, 607 Light Hall, Nashville, Tennessee 37232-0146, United States
| | - Evan Perry
- Department of Biochemistry, Vanderbilt University School of Medicine, 2215 Garland Avenue, 607 Light Hall, Nashville, Tennessee 37232-0146, United States
| | - Haley E. Ramsey
- Department of Medicine, Vanderbilt-Ingram Cancer Center, Nashville, Tennessee 37232, United States
| | - Rebecca S. Cook
- Department of Cell and Developmental Biology, Vanderbilt University School of Medicine, Nashville, Tennessee 37232, United States
| | | | | | - Kyung-min Lee
- Department of Hematology and Oncology, Vanderbilt University School of Medicine, Nashville, Tennessee 37232, United States
| | - Brian Koss
- Department of Cell and Molecular Biology, St. Jude Children’s Research Hospital, Memphis, Tennessee 38105, United States
| | - Amit Budhraja
- Department of Cell and Molecular Biology, St. Jude Children’s Research Hospital, Memphis, Tennessee 38105, United States
| | - Joseph T. Opferman
- Department of Cell and Molecular Biology, St. Jude Children’s Research Hospital, Memphis, Tennessee 38105, United States
| | - Kwangho Kim
- Chemical Synthesis Core, Vanderbilt Institute of Chemical Biology, Vanderbilt University, Nashville, Tennessee 37232, United States
| | - Carlos L. Arteaga
- Department of Hematology and Oncology, Vanderbilt University School of Medicine, Nashville, Tennessee 37232, United States
| | - William J. Moore
- Leidos Biomedical Research, Frederick National Laboratory for Cancer Research, Frederick, Maryland 21701, United States
| | - Edward T. Olejniczak
- Department of Biochemistry, Vanderbilt University School of Medicine, 2215 Garland Avenue, 607 Light Hall, Nashville, Tennessee 37232-0146, United States
| | - Michael R. Savona
- Department of Medicine, Vanderbilt-Ingram Cancer Center, Nashville, Tennessee 37232, United States
| | - Stephen W. Fesik
- Department of Biochemistry, Vanderbilt University School of Medicine, 2215 Garland Avenue, 607 Light Hall, Nashville, Tennessee 37232-0146, United States
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44
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Wang Q, Wan J, Zhang W, Hao S. MCL-1 or BCL-xL-dependent resistance to the BCL-2 antagonist (ABT-199) can be overcome by specific inhibitor as single agents and in combination with ABT-199 in acute myeloid leukemia cells. Leuk Lymphoma 2019; 60:2170-2180. [PMID: 30626241 DOI: 10.1080/10428194.2018.1563694] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Abstract
Aberrant over-expression of BCL-2 family proteins (BCL-2, BCL-xL, MCL-1) are associated with hematological malignancies. Antagonists of BCL-2 family proteins include BCL-2-selective inhibitor ABT-199, MCL-1-selective inhibitor A-1210477, BCL-xL-selective inhibitor A-1155463. In this study, we evaluated their potential inhibitory effectiveness. Our data showed that OCI-AML3 cells and U937 cells were resistant to BCL-2-selective inhibitor ABT-199 in vitro and in vivo, however, while OCI-AML3 cells were sensitive to MCL-1-selective inhibitor A-1210477 in vitro and in vivo, indicating that A-1210477 could counteract the resistance of AML cells to ABT-199 as a single agent in MCL-1-dependent AML cells. U-937 cell line and mouse model were resistant to A-1210477 or ABT-199, and expressed high level of BCL-xL, indicating that BCL-xL might play an important role in the resistance of A-1210477 or ABT-199. Besides, this study also showed that ABT-199 could synergize with A-1210477 in vitro or in vivo.
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Affiliation(s)
- Qing Wang
- Department of Hematology, Xinhua Hospital Affiliated to Shanghai Jiaotong University School of Medicine , Shanghai , China
| | - Jiangbo Wan
- Department of Hematology, Xinhua Hospital Affiliated to Shanghai Jiaotong University School of Medicine , Shanghai , China
| | - Wenhao Zhang
- Department of Hematology, Xinhua Hospital Affiliated to Shanghai Jiaotong University School of Medicine , Shanghai , China
| | - Siguo Hao
- Department of Hematology, Xinhua Hospital Affiliated to Shanghai Jiaotong University School of Medicine , Shanghai , China
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45
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Louault K, Bonneaud TL, Séveno C, Gomez-Bougie P, Nguyen F, Gautier F, Bourgeois N, Loussouarn D, Kerdraon O, Barillé-Nion S, Jézéquel P, Campone M, Amiot M, Juin PP, Souazé F. Interactions between cancer-associated fibroblasts and tumor cells promote MCL-1 dependency in estrogen receptor-positive breast cancers. Oncogene 2019; 38:3261-3273. [PMID: 30631150 PMCID: PMC6756023 DOI: 10.1038/s41388-018-0635-z] [Citation(s) in RCA: 44] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2018] [Revised: 11/22/2018] [Accepted: 11/23/2018] [Indexed: 12/24/2022]
Abstract
Selective inhibition of BCL-2 is expected to enhance therapeutic vulnerability in luminal estrogen receptor-positive breast cancers. We show here that the BCL-2 dependency of luminal tumor cells is nevertheless mitigated by breast cancer-associated fibroblasts (bCAFs) in a manner that defines MCL-1 as another critical therapeutic target. bCAFs favor MCL-1 expression and apoptotic resistance in luminal cancer cells in a IL-6 dependent manner while their own, robust, survival also relies on MCL-1. Studies based on ex vivo cultures of human luminal breast cancer tissues further argue that the contribution of stroma-derived signals to MCL-1 expression shapes BCL-2 dependency. Thus, MCL-1 inhibitors are beneficial for targeted apoptosis of breast tumor ecosystems, even in a subtype where MCL-1 dependency is not intrinsically driven by oncogenic pathways.
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Affiliation(s)
- K Louault
- CRCINA, Team 8, INSERM, Université d'Angers, Université de Nantes, Nantes, France.,SIRIC ILIAD, Angers, Nantes, France
| | - T L Bonneaud
- CRCINA, Team 8, INSERM, Université d'Angers, Université de Nantes, Nantes, France.,SIRIC ILIAD, Angers, Nantes, France
| | - C Séveno
- CRCINA, Team 8, INSERM, Université d'Angers, Université de Nantes, Nantes, France.,SIRIC ILIAD, Angers, Nantes, France
| | - P Gomez-Bougie
- SIRIC ILIAD, Angers, Nantes, France.,CRCINA, Team 10, INSERM, Université d'Angers, Université de Nantes, Nantes, France
| | - F Nguyen
- CRCINA, Team 8, INSERM, Université d'Angers, Université de Nantes, Nantes, France.,ONIRIS, Nantes Atlantic College of Veterinary Medicine Food Science and Engineering, Animal Cancers, Nantes, France
| | - F Gautier
- CRCINA, Team 8, INSERM, Université d'Angers, Université de Nantes, Nantes, France.,SIRIC ILIAD, Angers, Nantes, France.,ICO René Gauducheau, Saint Herblain, France
| | - N Bourgeois
- CRCINA, Team 8, INSERM, Université d'Angers, Université de Nantes, Nantes, France.,SIRIC ILIAD, Angers, Nantes, France
| | - D Loussouarn
- Service d'Anatomie Pathologique, CHU Nantes, Nantes, France
| | - O Kerdraon
- SIRIC ILIAD, Angers, Nantes, France.,ICO René Gauducheau, Saint Herblain, France
| | - S Barillé-Nion
- CRCINA, Team 8, INSERM, Université d'Angers, Université de Nantes, Nantes, France.,SIRIC ILIAD, Angers, Nantes, France
| | - P Jézéquel
- CRCINA, Team 8, INSERM, Université d'Angers, Université de Nantes, Nantes, France.,SIRIC ILIAD, Angers, Nantes, France.,ICO René Gauducheau, Saint Herblain, France
| | - M Campone
- CRCINA, Team 8, INSERM, Université d'Angers, Université de Nantes, Nantes, France.,SIRIC ILIAD, Angers, Nantes, France.,ICO René Gauducheau, Saint Herblain, France
| | - M Amiot
- SIRIC ILIAD, Angers, Nantes, France.,CRCINA, Team 10, INSERM, Université d'Angers, Université de Nantes, Nantes, France
| | - P P Juin
- CRCINA, Team 8, INSERM, Université d'Angers, Université de Nantes, Nantes, France. .,SIRIC ILIAD, Angers, Nantes, France. .,ICO René Gauducheau, Saint Herblain, France. .,CNRS GDR3697 Micronit, Tours, France.
| | - F Souazé
- CRCINA, Team 8, INSERM, Université d'Angers, Université de Nantes, Nantes, France. .,SIRIC ILIAD, Angers, Nantes, France. .,CNRS GDR3697 Micronit, Tours, France.
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46
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Farouk F, Shamma R. Chemical structure modifications and nano-technology applications for improving ADME-Tox properties, a review. Arch Pharm (Weinheim) 2019; 352:e1800213. [DOI: 10.1002/ardp.201800213] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2018] [Revised: 11/02/2018] [Accepted: 11/11/2018] [Indexed: 12/17/2022]
Affiliation(s)
- Faten Farouk
- Faculty of Pharmacy, Department of Pharmaceutical Chemistry; Ahram Canadian University; Giza Egypt
| | - Rehab Shamma
- Faculty of Pharmacy, Department of Pharmaceutics and Industrial Pharmacy; Cairo University; Cairo Egypt
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47
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Grundy M, Balakrishnan S, Fox M, Seedhouse CH, Russell NH. Genetic biomarkers predict response to dual BCL-2 and MCL-1 targeting in acute myeloid leukaemia cells. Oncotarget 2018; 9:37777-37789. [PMID: 30701031 PMCID: PMC6340871 DOI: 10.18632/oncotarget.26540] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2018] [Accepted: 12/20/2018] [Indexed: 02/07/2023] Open
Abstract
Acute myeloid leukaemia (AML) cells often up-regulate pro-survival members of the BCL-2 protein family, such as BCL-2 and MCL-1, to avoid apoptosis. Venetoclax (ABT-199) targets BCL-2 and has shown promising efficacy in AML but over-expression of MCL-1 can cause resistance. A co-operative approach, targeting both BCL-2 and MCL-1 may therefore prove beneficial. This study investigated the potential synergistic relationship between Venetoclax and the MCL-1 inhibitor S63845 in AML cells. We treated MV4-11 cells and primary AML samples for 4 hours with Venetoclax, S63845 or the combination. We used a short-term flow cytometric technique to assess synergy using cytochrome C release as a read out of response. The combination of Venetoclax and S63845 produced a synergistic apoptotic response in MV4-11 cells and primary samples, including the leukaemia re-populating leukaemic stem cell (LSC) population, in 92% of the samples. Known molecular biomarkers of response to BCL-2 and MCL-1 targeting agents were corroborated, and augmented, with the short-term functional assay. The assay also predicted potential biomarkers of response to the combination of BCL-2 and MCL-1 targeting agents. Primary samples with an IDH2_140 mutation were more sensitive to Venetoclax as a single agent whereas samples with a FLT3-ITD mutation were more resistant. This resistance could be reversed when combined with S63845. All FLT3-ITD and NPM1 mutated samples were sensitive to the combination of drugs. We report that co-operatively targeting BCL-2 and MCL-1 may be beneficial in AML and a short-term in vitro assay can identify patients who might best respond to this combination.
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Affiliation(s)
- Martin Grundy
- Clinical Haematology, Nottingham University Hospitals, Nottingham, United Kingdom
| | - Sahana Balakrishnan
- Department of Haematology, Division of Cancer and Stem Cells, University of Nottingham, Nottingham, United Kingdom
| | - Matthew Fox
- Department of Haematology, Division of Cancer and Stem Cells, University of Nottingham, Nottingham, United Kingdom
| | - Claire H Seedhouse
- Department of Haematology, Division of Cancer and Stem Cells, University of Nottingham, Nottingham, United Kingdom
| | - Nigel H Russell
- Clinical Haematology, Nottingham University Hospitals, Nottingham, United Kingdom.,Department of Haematology, Division of Cancer and Stem Cells, University of Nottingham, Nottingham, United Kingdom
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48
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Marimuthu P, Singaravelu K. Unraveling the molecular mechanism of benzothiophene and benzofuran scaffold-merged compounds binding to anti-apoptotic Myeloid cell leukemia 1. J Biomol Struct Dyn 2018; 37:1992-2003. [DOI: 10.1080/07391102.2018.1474805] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Affiliation(s)
- Parthiban Marimuthu
- Faculty of Science and Engineering, Structural Bioinformatics Laboratory, Biochemistry, Åbo Akademi University, Turku, Finland
| | - Kalaimathy Singaravelu
- Department of Information Technology, Turku Centre for Biotechnology, University of Turku, Turku, Finland
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49
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Ramsey HE, Fischer MA, Lee T, Gorska AE, Arrate MP, Fuller L, Boyd KL, Strickland SA, Sensintaffar J, Hogdal LJ, Ayers GD, Olejniczak ET, Fesik SW, Savona MR. A Novel MCL1 Inhibitor Combined with Venetoclax Rescues Venetoclax-Resistant Acute Myelogenous Leukemia. Cancer Discov 2018; 8:1566-1581. [PMID: 30185627 PMCID: PMC6279595 DOI: 10.1158/2159-8290.cd-18-0140] [Citation(s) in RCA: 252] [Impact Index Per Article: 36.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2018] [Revised: 07/14/2018] [Accepted: 08/28/2018] [Indexed: 02/07/2023]
Abstract
Suppression of apoptosis by expression of antiapoptotic BCL2 family members is a hallmark of acute myeloblastic leukemia (AML). Induced myeloid leukemia cell differentiation protein (MCL1), an antiapoptotic BCL2 family member, is commonly upregulated in AML cells and is often a primary mode of resistance to treatment with the BCL2 inhibitor venetoclax. Here, we describe VU661013, a novel, potent, selective MCL1 inhibitor that destabilizes BIM/MCL1 association, leads to apoptosis in AML, and is active in venetoclax-resistant cells and patient-derived xenografts. In addition, VU661013 was safely combined with venetoclax for synergy in murine models of AML. Importantly, BH3 profiling of patient samples and drug-sensitivity testing ex vivo accurately predicted cellular responses to selective inhibitors of MCL1 or BCL2 and showed benefit of the combination. Taken together, these data suggest a strategy of rationally using BCL2 and MCL1 inhibitors in sequence or in combination in AML clinical trials. SIGNIFICANCE: Targeting antiapoptotic proteins in AML is a key therapeutic strategy, and MCL1 is a critical antiapoptotic oncoprotein. Armed with novel MCL1 inhibitors and the potent BCL2 inhibitor venetoclax, it may be possible to selectively induce apoptosis by combining or thoughtfully sequencing these inhibitors based on a rational evaluation of AML.See related commentary by Leber et al., p. 1511.This article is highlighted in the In This Issue feature, p. 1494.
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Affiliation(s)
- Haley E Ramsey
- Department of Internal Medicine, Vanderbilt University School of Medicine, Nashville, Tennessee
| | - Melissa A Fischer
- Department of Internal Medicine, Vanderbilt University School of Medicine, Nashville, Tennessee
| | - Taekyu Lee
- Department of Biochemistry, Vanderbilt University School of Medicine, Nashville, Tennessee
- Vanderbilt Institute for Chemical Biology, Vanderbilt University, Nashville, Tennessee
| | - Agnieszka E Gorska
- Department of Internal Medicine, Vanderbilt University School of Medicine, Nashville, Tennessee
| | - Maria Pia Arrate
- Department of Internal Medicine, Vanderbilt University School of Medicine, Nashville, Tennessee
| | - Londa Fuller
- Department of Internal Medicine, Vanderbilt University School of Medicine, Nashville, Tennessee
| | - Kelli L Boyd
- Department of Pathology, Microbiology and Immunology, Vanderbilt University School of Medicine, Nashville, Tennessee
| | - Stephen A Strickland
- Department of Internal Medicine, Vanderbilt University School of Medicine, Nashville, Tennessee
- Vanderbilt-Ingram Cancer Center, Nashville, Tennessee
| | - John Sensintaffar
- Department of Biochemistry, Vanderbilt University School of Medicine, Nashville, Tennessee
| | - Leah J Hogdal
- Department of Biochemistry, Vanderbilt University School of Medicine, Nashville, Tennessee
| | - Gregory D Ayers
- Vanderbilt-Ingram Cancer Center, Nashville, Tennessee
- Department of Biostatistics, Vanderbilt University School of Medicine, Nashville, Tennessee
- Vanderbilt Center for Quantitative Sciences, Vanderbilt University, Nashville, Tennessee
| | - Edward T Olejniczak
- Department of Biochemistry, Vanderbilt University School of Medicine, Nashville, Tennessee
- Vanderbilt Institute for Chemical Biology, Vanderbilt University, Nashville, Tennessee
| | - Stephen W Fesik
- Department of Biochemistry, Vanderbilt University School of Medicine, Nashville, Tennessee
- Vanderbilt Institute for Chemical Biology, Vanderbilt University, Nashville, Tennessee
- Vanderbilt-Ingram Cancer Center, Nashville, Tennessee
| | - Michael R Savona
- Department of Internal Medicine, Vanderbilt University School of Medicine, Nashville, Tennessee.
- Vanderbilt-Ingram Cancer Center, Nashville, Tennessee
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50
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Biomarker-driven strategy for MCL1 inhibition in T-cell lymphomas. Blood 2018; 133:566-575. [PMID: 30498064 DOI: 10.1182/blood-2018-07-865527] [Citation(s) in RCA: 30] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2018] [Accepted: 11/26/2018] [Indexed: 01/03/2023] Open
Abstract
There is a pressing need for more effective therapies to treat patients with T-cell lymphomas (TCLs), including first-line approaches that increase the response rate to cyclophosphamide, adriamycin, vincristine, and prednisone (CHOP) chemotherapy. We characterized the mitochondrial apoptosis pathway in cell lines and patient-derived xenograft (PDX) models of TCL and assessed the in vitro efficacy of BH3 mimetics, including the BCL2 inhibitor venetoclax, the BCL2/BCL-xL inhibitor navitoclax, and the novel MCL1 inhibitor AZD5991. The abundance of antiapoptotic BCL2 family members based on immunoblotting or RNA transcript levels correlated poorly with the activity of BH3 mimetics. In contrast, the functional approach BH3 profiling reliably predicted sensitivity to BH3 mimetics in vitro and in vivo. We used BH3 profiling to select TCL PDX that were dependent on MCL1. Mice xenografted with these PDX and treated with AZD5991 had markedly improved survival. The combination of AZD5991 and CHOP achieved synergy based on survival improvement beyond a mathematical "sum of benefits" model. Thus, MCL1 inhibition is a promising strategy as both a single agent and in combination with chemotherapy for patients with TCL and functional dependence on MCL1.
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