1
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Wei H, Luo X, Lan R, Xiong Y, Yang S, Wang S, Yang L, Lv Y. Integrated analysis of patients with bladder cancer from prospective transcription factor activity: Implications for personalized treatment approaches. Methods 2024; 230:32-43. [PMID: 39079653 DOI: 10.1016/j.ymeth.2024.07.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2024] [Revised: 07/07/2024] [Accepted: 07/23/2024] [Indexed: 08/05/2024] Open
Abstract
Transcription factors are a specialized group of proteins that play important roles in regulating gene expression in human. These proteins control the transcription and translation of genes by binding to specific sites on DNA, thereby regulating key biological processes such as cell differentiation, proliferation, immune response, and neural development. Moreover, transcription factors are also involved in apoptosis and the pathogenesis of various diseases. By investigating transcription factors, researchers can uncover the mechanisms of gene regulation in organisms and develop more effective methods for preventing and treating human diseases. In the present study, the Virtual Inference of Protein-activity by Enriched Regulon algorithm was utilized to calculate the protein activity of transcription factors, and the metabolic-related protein activity were used for classifying bladder cancer patients into different subtype. To identify chemotherapy drugs with clinical benefits, the differences in prognosis and drug sensitivity between two distinct subtypes of bladder cancer patients were investigated. Simultaneously, the master regulators that display varying levels of transcription factor activity between two different bladder cancer subtypes were explored. Additionally, the potential transcriptional regulatory mechanisms and targets of these factors were investigated, thereby generating novel insights into bladder cancer research at the transcriptional regulation level.
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Affiliation(s)
- Haodong Wei
- College of Bioinformatics Science and Technology, Harbin Medical University, Harbin 150081, China
| | - Xu Luo
- College of Bioinformatics Science and Technology, Harbin Medical University, Harbin 150081, China
| | - Rifang Lan
- College of Bioinformatics Science and Technology, Harbin Medical University, Harbin 150081, China
| | - Yuqiang Xiong
- College of Bioinformatics Science and Technology, Harbin Medical University, Harbin 150081, China
| | - Siru Yang
- College of Bioinformatics Science and Technology, Harbin Medical University, Harbin 150081, China
| | - Shiyuan Wang
- College of Bioinformatics Science and Technology, Harbin Medical University, Harbin 150081, China
| | - Lei Yang
- College of Bioinformatics Science and Technology, Harbin Medical University, Harbin 150081, China.
| | - Yingli Lv
- College of Bioinformatics Science and Technology, Harbin Medical University, Harbin 150081, China.
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2
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Aziz UBA, Saoud A, Bermudez M, Mieth M, Atef A, Rudolf T, Arkona C, Trenkner T, Böttcher C, Ludwig K, Hoelzemer A, Hocke AC, Wolber G, Rademann J. Targeted small molecule inhibitors blocking the cytolytic effects of pneumolysin and homologous toxins. Nat Commun 2024; 15:3537. [PMID: 38670939 PMCID: PMC11053136 DOI: 10.1038/s41467-024-47741-3] [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: 07/14/2023] [Accepted: 04/08/2024] [Indexed: 04/28/2024] Open
Abstract
Pneumolysin (PLY) is a cholesterol-dependent cytolysin (CDC) from Streptococcus pneumoniae, the main cause for bacterial pneumonia. Liberation of PLY during infection leads to compromised immune system and cytolytic cell death. Here, we report discovery, development, and validation of targeted small molecule inhibitors of PLY (pore-blockers, PB). PB-1 is a virtual screening hit inhibiting PLY-mediated hemolysis. Structural optimization provides PB-2 with improved efficacy. Cryo-electron tomography reveals that PB-2 blocks PLY-binding to cholesterol-containing membranes and subsequent pore formation. Scaffold-hopping delivers PB-3 with superior chemical stability and solubility. PB-3, formed in a protein-templated reaction, binds to Cys428 adjacent to the cholesterol recognition domain of PLY with a KD of 256 nM and a residence time of 2000 s. It acts as anti-virulence factor preventing human lung epithelial cells from PLY-mediated cytolysis and cell death during infection with Streptococcus pneumoniae and is active against the homologous Cys-containing CDC perfringolysin (PFO) as well.
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Affiliation(s)
- Umer Bin Abdul Aziz
- Institute of Pharmacy, Freie Universität Berlin, Königin-Luise-Str. 2+4, 14195, Berlin, Germany
| | - Ali Saoud
- Institute of Pharmacy, Freie Universität Berlin, Königin-Luise-Str. 2+4, 14195, Berlin, Germany
| | - Marcel Bermudez
- Institute of Pharmacy, Freie Universität Berlin, Königin-Luise-Str. 2+4, 14195, Berlin, Germany
- Institute for Pharmaceutical and Medicinal Chemistry, University of Münster, Corrensstr. 48, 48149, Münster, Germany
| | - Maren Mieth
- Department of Infectious Diseases, Respiratory Medicine, and Critical Care, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
| | - Amira Atef
- Institute of Pharmacy, Freie Universität Berlin, Königin-Luise-Str. 2+4, 14195, Berlin, Germany
- Department of Medicinal Chemistry, Faculty of Pharmacy, Assuit University, Assiut, 71526, Egypt
| | - Thomas Rudolf
- Institute of Pharmacy, Freie Universität Berlin, Königin-Luise-Str. 2+4, 14195, Berlin, Germany
| | - Christoph Arkona
- Institute of Pharmacy, Freie Universität Berlin, Königin-Luise-Str. 2+4, 14195, Berlin, Germany
| | - Timo Trenkner
- Leibniz Institute of Virology, Hamburg, 20251, Germany
| | - Christoph Böttcher
- Institute of Chemistry and Biochemistry, Research Center of Electron Microscopy (FZEM), Freie Universität Berlin, Fabeckstraße 36A, 14195, Berlin, Germany
| | - Kai Ludwig
- Institute of Chemistry and Biochemistry, Research Center of Electron Microscopy (FZEM), Freie Universität Berlin, Fabeckstraße 36A, 14195, Berlin, Germany
| | - Angelique Hoelzemer
- Leibniz Institute of Virology, Hamburg, 20251, Germany
- First Department of Medicine, University Medical Center Hamburg-Eppendorf (UKE), 20251, Hamburg, Germany
| | - Andreas C Hocke
- Department of Infectious Diseases, Respiratory Medicine, and Critical Care, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
| | - Gerhard Wolber
- Institute of Pharmacy, Freie Universität Berlin, Königin-Luise-Str. 2+4, 14195, Berlin, Germany
| | - Jörg Rademann
- Institute of Pharmacy, Freie Universität Berlin, Königin-Luise-Str. 2+4, 14195, Berlin, Germany.
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3
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Wamser R, Zhang X, Kuropka B, Arkona C, Rademann J. Protein-Templated Ugi Reactions versus In-Situ Ligation Screening: Two Roads to the Identification of SARS-CoV-2 Main Protease Inhibitors. Chemistry 2024; 30:e202303940. [PMID: 38246870 DOI: 10.1002/chem.202303940] [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: 11/27/2023] [Revised: 01/10/2024] [Accepted: 01/11/2024] [Indexed: 01/23/2024]
Abstract
Protein-templated fragment ligation was established as a method for the rapid identification of high affinity ligands, and multicomponent reactions (MCR) such as the Ugi four-component reaction (Ugi 4CR) have been efficient in the synthesis of drug candidates. Thus, the combination of both strategies should provide a powerful approach to drug discovery. Here, we investigate protein-templated Ugi 4CR quantitatively using a fluorescence-based enzyme assay, HPLC-QTOF mass spectrometry (MS), and native protein MS with SARS-CoV-2 main protease as template. Ugi reactions were analyzed in aqueous buffer at varying pH and fragment concentration. Potent inhibitors of the protease were formed in presence of the protein via Ugi 4CR together with Ugi three-component reaction (Ugi 3CR) products. Binding of inhibitors to the protease was confirmed by native MS and resulted in the dimerization of the protein target. Formation of Ugi products was, however, more efficient in the non-templated reaction, apparently due to interactions of the protein with the isocyanide and imine fragments. Consequently, in-situ ligation screening of Ugi 4CR products was identified as a superior approach to the discovery of SARS-CoV-2 protease inhibitors.
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Affiliation(s)
- Rebekka Wamser
- Department of Biology, Chemistry and Pharmacy, Institute of Pharmacy, Medicinal Chemistry, Freie Universität Berlin, Königin-Luise-Str.2+4, 14195, Berlin, Germany
| | - Xinting Zhang
- Department of Biology, Chemistry and Pharmacy, Institute of Pharmacy, Medicinal Chemistry, Freie Universität Berlin, Königin-Luise-Str.2+4, 14195, Berlin, Germany
| | - Benno Kuropka
- Department of Biology, Chemistry and Pharmacy, Institute of Chemistry and Biochemistry, Freie Universität Berlin, Thielallee 63, 14195, Berlin, Germany
| | - Christoph Arkona
- Department of Biology, Chemistry and Pharmacy, Institute of Pharmacy, Medicinal Chemistry, Freie Universität Berlin, Königin-Luise-Str.2+4, 14195, Berlin, Germany
| | - Jörg Rademann
- Department of Biology, Chemistry and Pharmacy, Institute of Pharmacy, Medicinal Chemistry, Freie Universität Berlin, Königin-Luise-Str.2+4, 14195, Berlin, Germany
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4
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Tiemann M, Rademann J. Identification and Optimization of Protein Tyrosine Phosphatase Inhibitors Via Fragment Ligation. Methods Mol Biol 2024; 2743:239-270. [PMID: 38147220 DOI: 10.1007/978-1-0716-3569-8_16] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2023]
Abstract
Phosphotyrosine biomimetics are starting points for potent inhibitors of protein tyrosine phosphatases (PTPs) and, thus, crucial for drug development. Their identification, however, has been heavily driven by rational design, limiting the discovery of diverse, novel, and improved mimetics. In this chapter, we describe two screening approaches utilizing fragment ligation methods: one to identify new mimetics and the other to optimize existing mimetics into more potent and selective inhibitors.
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Affiliation(s)
- Markus Tiemann
- Institute of Pharmacy, Freie Universität Berlin, Berlin, Germany
| | - Jörg Rademann
- Institute of Pharmacy, Freie Universität Berlin, Berlin, Germany.
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5
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Kassu M, Parvatkar PT, Milanes J, Monaghan NP, Kim C, Dowgiallo M, Zhao Y, Asakawa AH, Huang L, Wagner A, Miller B, Carter K, Barrett KF, Tillery LM, Barrett LK, Phan IQ, Subramanian S, Myler PJ, Van Voorhis WC, Leahy JW, Rice CA, Kyle DE, Morris J, Manetsch R. Shotgun Kinetic Target-Guided Synthesis Approach Enables the Discovery of Small-Molecule Inhibitors against Pathogenic Free-Living Amoeba Glucokinases. ACS Infect Dis 2023; 9:2190-2201. [PMID: 37820055 PMCID: PMC10644346 DOI: 10.1021/acsinfecdis.3c00284] [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: 06/20/2023] [Indexed: 10/13/2023]
Abstract
Pathogenic free-living amoebae (pFLA) can cause life-threatening central nervous system (CNS) infections and warrant the investigation of new chemical agents to combat the rise of infection from these pathogens. Naegleria fowleri glucokinase (NfGlck), a key metabolic enzyme involved in generating glucose-6-phosphate, was previously identified as a potential target due to its limited sequence similarity with human Glck (HsGlck). Herein, we used our previously demonstrated multifragment kinetic target-guided synthesis (KTGS) screening strategy to identify inhibitors against pFLA glucokinases. Unlike the majority of previous KTGS reports, our current study implements a "shotgun" approach, where fragments were not biased by predetermined binding potentials. The study resulted in the identification of 12 inhibitors against 3 pFLA glucokinase enzymes─NfGlck, Balamuthia mandrillaris Glck (BmGlck), and Acanthamoeba castellanii Glck (AcGlck). This work demonstrates the utility of KTGS to identify small-molecule binders for biological targets where resolved X-ray crystal structures are not readily accessible.
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Affiliation(s)
- Mintesinot Kassu
- Department
of Chemistry and Chemical Biology, Northeastern
University, Boston, Massachusetts 02115, United States
| | - Prakash T. Parvatkar
- Department
of Chemistry and Chemical Biology, Northeastern
University, Boston, Massachusetts 02115, United States
| | - Jillian Milanes
- Eukaryotic
Pathogens Innovation Center, Department of Genetics and Biochemistry, Clemson University, Clemson, South Carolina 29634, United States
| | - Neil P. Monaghan
- Eukaryotic
Pathogens Innovation Center, Department of Genetics and Biochemistry, Clemson University, Clemson, South Carolina 29634, United States
| | - Chungsik Kim
- Department
of Chemistry and Chemical Biology, Northeastern
University, Boston, Massachusetts 02115, United States
| | - Matthew Dowgiallo
- Department
of Chemistry and Chemical Biology, Northeastern
University, Boston, Massachusetts 02115, United States
| | - Yingzhao Zhao
- Department
of Chemistry and Chemical Biology, Northeastern
University, Boston, Massachusetts 02115, United States
| | - Ami H. Asakawa
- Department
of Pharmaceutical Sciences, Northeastern
University, Boston, Massachusetts 02115, United States
| | - Lili Huang
- Department
of Chemistry and Chemical Biology, Northeastern
University, Boston, Massachusetts 02115, United States
| | - Alicia Wagner
- Department
of Chemistry and Chemical Biology, Northeastern
University, Boston, Massachusetts 02115, United States
| | - Brandon Miller
- Department
of Chemistry and Chemical Biology, Northeastern
University, Boston, Massachusetts 02115, United States
| | - Karissa Carter
- Department
of Chemistry and Chemical Biology, Northeastern
University, Boston, Massachusetts 02115, United States
| | - Kayleigh F. Barrett
- Center
for Emerging and Re-emerging Infectious Diseases (CERID), Division
of Allergy and Infectious Diseases, Department of Medicine, University of Washington School of Medicine, Seattle, Washington 98109, United States
| | - Logan M. Tillery
- Center
for Emerging and Re-emerging Infectious Diseases (CERID), Division
of Allergy and Infectious Diseases, Department of Medicine, University of Washington School of Medicine, Seattle, Washington 98109, United States
| | - Lynn K. Barrett
- Center
for Emerging and Re-emerging Infectious Diseases (CERID), Division
of Allergy and Infectious Diseases, Department of Medicine, University of Washington School of Medicine, Seattle, Washington 98109, United States
| | - Isabelle Q. Phan
- Center for Global Infectious Diseases Research, Seattle Children’s Research Center, Seattle, Washington 98109, United States
| | - Sandhya Subramanian
- Center for Global Infectious Diseases Research, Seattle Children’s Research Center, Seattle, Washington 98109, United States
| | - Peter J. Myler
- Center for Global Infectious Diseases Research, Seattle Children’s Research Center, Seattle, Washington 98109, United States
| | - Wesley C. Van Voorhis
- Center
for Emerging and Re-emerging Infectious Diseases (CERID), Division
of Allergy and Infectious Diseases, Department of Medicine, University of Washington School of Medicine, Seattle, Washington 98109, United States
| | - James W. Leahy
- Department of Chemistry, University
of
South Florida, Tampa, Florida 33620, United States
| | - Christopher A. Rice
- Department
of Comparative Pathobiology, College of Veterinary Medicine, Purdue University, West Lafayette, Indiana 47907, United States
- Purdue
Institute for Drug Discovery (PIDD), Purdue
University, West Lafayette, Indiana 47907, United States
- Purdue Institute
of Inflammation, Immunology and Infectious Disease (PI4D), Purdue University, West Lafayette, Indiana 47907, United States
- Department
of Cellular Biology, University of Georgia, Athens, Georgia 30602, United States
| | - Dennis E. Kyle
- Department
of Cellular Biology, University of Georgia, Athens, Georgia 30602, United States
| | - James Morris
- Eukaryotic
Pathogens Innovation Center, Department of Genetics and Biochemistry, Clemson University, Clemson, South Carolina 29634, United States
| | - Roman Manetsch
- Department
of Chemistry and Chemical Biology, Northeastern
University, Boston, Massachusetts 02115, United States
- Department
of Pharmaceutical Sciences, Northeastern
University, Boston, Massachusetts 02115, United States
- Center
for Drug Discovery, Northeastern University, Boston, Massachusetts 02115, United States
- Barnett
Institute of Chemical and Biological Analysis, Northeastern University, Boston, Massachusetts 02115, United States
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6
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Nacheva K, Kulkarni SS, Kassu M, Flanigan D, Monastyrskyi A, Iyamu ID, Doi K, Barber M, Namelikonda N, Tipton JD, Parvatkar P, Wang HG, Manetsch R. Going beyond Binary: Rapid Identification of Protein-Protein Interaction Modulators Using a Multifragment Kinetic Target-Guided Synthesis Approach. J Med Chem 2023; 66:5196-5207. [PMID: 37000900 PMCID: PMC10620989 DOI: 10.1021/acs.jmedchem.3c00108] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2023] [Indexed: 04/03/2023]
Abstract
Kinetic target-guided synthesis (KTGS) is a powerful screening approach that enables identification of small molecule modulators for biomolecules. While many KTGS variants have emerged, a majority of the examples suffer from limited throughput and a poor signal/noise ratio, hampering reliable hit detection. Herein, we present our optimized multifragment KTGS screening strategy that tackles these limitations. This approach utilizes selected reaction monitoring liquid chromatography tandem mass spectrometry for hit detection, enabling the incubation of 190 fragment combinations per screening well. Consequentially, our fragment library was expanded from 81 possible combinations to 1710, representing the largest KTGS screening library assembled to date. The expanded library was screened against Mcl-1, leading to the discovery of 24 inhibitors. This work unveils the true potential of KTGS with respect to the rapid and reliable identification of hits, further highlighting its utility as a complement to the existing repertoire of screening methods used in drug discovery.
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Affiliation(s)
- Katya Nacheva
- Department
of Chemistry, University of South Florida, Tampa, Florida 33620, United States
| | - Sameer S. Kulkarni
- Department
of Chemistry, University of South Florida, Tampa, Florida 33620, United States
| | - Mintesinot Kassu
- Department
of Chemistry and Chemical Biology, Northeastern
University, Boston, Massachusetts 02115, United States
| | - David Flanigan
- Department
of Chemistry, University of South Florida, Tampa, Florida 33620, United States
- Department
of Sciences, Hillsborough Community College, Tampa, Florida 33619, United States
| | - Andrii Monastyrskyi
- Department
of Chemistry, University of South Florida, Tampa, Florida 33620, United States
| | - Iredia D. Iyamu
- Department
of Chemistry, University of South Florida, Tampa, Florida 33620, United States
- Department
of Chemistry and Chemical Biology, Northeastern
University, Boston, Massachusetts 02115, United States
| | - Kenichiro Doi
- Department
of Pediatrics, Division of Pediatric Hematology and Oncology, Penn State College of Medicine, Hershey, Pennsylvania 17033, United States
| | - Megan Barber
- Department
of Chemistry, University of South Florida, Tampa, Florida 33620, United States
| | - Niranjan Namelikonda
- Department
of Chemistry, University of South Florida, Tampa, Florida 33620, United States
| | - Jeremiah D. Tipton
- Proteomics
and Mass Spectrometry Core Facility, University
of South Florida, Tampa, Florida 33620, United States
| | - Prakash Parvatkar
- Department
of Chemistry and Chemical Biology, Northeastern
University, Boston, Massachusetts 02115, United States
| | - Hong-Gang Wang
- Department
of Pediatrics, Division of Pediatric Hematology and Oncology, Penn State College of Medicine, Hershey, Pennsylvania 17033, United States
| | - Roman Manetsch
- Department
of Chemistry, University of South Florida, Tampa, Florida 33620, United States
- Department
of Chemistry and Chemical Biology, Northeastern
University, Boston, Massachusetts 02115, United States
- Department
of Pharmaceutical Sciences, Northeastern
University, Boston, Massachusetts 02115, United States
- Center for
Drug Discovery, Northeastern University, Boston, Massachusetts 02115, United States
- Barnett
Institute of Chemical and Biological Analysis, Northeastern University, Boston, Massachusetts 02115, United States
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7
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Kobzar O, Shulha Y, Buldenko V, Cherenok S, Silenko O, Kalchenko V, Vovk A. Inhibition of glutathione S-transferases by photoactive calix[4]arene α-ketophosphonic acids. Bioorg Med Chem Lett 2022; 77:129019. [DOI: 10.1016/j.bmcl.2022.129019] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2022] [Revised: 09/20/2022] [Accepted: 10/03/2022] [Indexed: 11/02/2022]
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8
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Lossouarn A, Puteaux C, Bailly L, Tognetti V, Joubert L, Renard P, Sabot C. Metalloenzyme‐Mediated Thiol‐Yne Addition Towards Photoisomerizable Fluorescent Dyes. Chemistry 2022; 28:e202202180. [DOI: 10.1002/chem.202202180] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2022] [Indexed: 11/10/2022]
Affiliation(s)
- Alexis Lossouarn
- Normandie Univ, CNRS, UNIROUEN, INSA Rouen, COBRA (UMR 6014) Rouen 76000 France
| | - Chloé Puteaux
- Normandie Univ, CNRS, UNIROUEN, INSA Rouen, COBRA (UMR 6014) Rouen 76000 France
| | - Laetitia Bailly
- Normandie Univ, CNRS, UNIROUEN, INSA Rouen, COBRA (UMR 6014) Rouen 76000 France
| | - Vincent Tognetti
- Normandie Univ, CNRS, UNIROUEN, INSA Rouen, COBRA (UMR 6014) Rouen 76000 France
| | - Laurent Joubert
- Normandie Univ, CNRS, UNIROUEN, INSA Rouen, COBRA (UMR 6014) Rouen 76000 France
| | - Pierre‐Yves Renard
- Normandie Univ, CNRS, UNIROUEN, INSA Rouen, COBRA (UMR 6014) Rouen 76000 France
| | - Cyrille Sabot
- Normandie Univ, CNRS, UNIROUEN, INSA Rouen, COBRA (UMR 6014) Rouen 76000 France
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9
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Accorsi M, Tiemann M, Wehrhan L, Finn LM, Cruz R, Rautenberg M, Emmerling F, Heberle J, Keller BG, Rademann J. Pentafluorophosphato‐Phenylalanines: Amphiphilic Phosphotyrosine Mimetics Displaying Fluorine‐Specific Protein Interactions. Angew Chem Int Ed Engl 2022; 61:e202203579. [PMID: 35303375 PMCID: PMC9323422 DOI: 10.1002/anie.202203579] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2022] [Indexed: 11/10/2022]
Abstract
Phosphotyrosine residues are essential functional switches in health and disease. Thus, phosphotyrosine biomimetics are crucial for the development of chemical tools and drug molecules. We report here the discovery and investigation of pentafluorophosphato amino acids as novel phosphotyrosine biomimetics. A mild acidic pentafluorination protocol was developed and two PF5‐amino acids were prepared and employed in peptide synthesis. Their structures, reactivities, and fluorine‐specific interactions were studied by NMR and IR spectroscopy, X‐ray diffraction, and in bioactivity assays. The mono‐anionic PF5 motif displayed an amphiphilic character binding to hydrophobic surfaces, to water molecules, and to protein‐binding sites, exploiting charge and H−F‐bonding interactions. The novel motifs bind 25‐ to 30‐fold stronger to the phosphotyrosine binding site of the protein tyrosine phosphatase PTP1B than the best current biomimetics, as rationalized by computational methods, including molecular dynamics simulations.
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Affiliation(s)
- Matteo Accorsi
- Department of Biology, Chemistry, Pharmacy Institute of Pharmacy Freie Universität Berlin Königin-Luise-Str. 2+4 14195 Berlin Germany
| | - Markus Tiemann
- Department of Biology, Chemistry, Pharmacy Institute of Pharmacy Freie Universität Berlin Königin-Luise-Str. 2+4 14195 Berlin Germany
| | - Leon Wehrhan
- Department of Biology, Chemistry, Pharmacy Institute of Chemistry and Biochemistry Freie Universität Berlin Arnimallee 22 14195 Berlin Germany
| | - Lauren M. Finn
- Department of Biology, Chemistry, Pharmacy Institute of Chemistry and Biochemistry Freie Universität Berlin Arnimallee 22 14195 Berlin Germany
| | - Ruben Cruz
- Department of Physics Freie Universität Berlin Arnimallee 14 14195 Berlin Germany
| | - Max Rautenberg
- Bundesanstalt für Materialforschung und -prüfung (BAM) Richard-Willstätter-Str.11 12489 Berlin Germany
| | - Franziska Emmerling
- Bundesanstalt für Materialforschung und -prüfung (BAM) Richard-Willstätter-Str.11 12489 Berlin Germany
| | - Joachim Heberle
- Department of Physics Freie Universität Berlin Arnimallee 14 14195 Berlin Germany
| | - Bettina G. Keller
- Department of Biology, Chemistry, Pharmacy Institute of Chemistry and Biochemistry Freie Universität Berlin Arnimallee 22 14195 Berlin Germany
| | - Jörg Rademann
- Department of Biology, Chemistry, Pharmacy Institute of Pharmacy Freie Universität Berlin Königin-Luise-Str. 2+4 14195 Berlin Germany
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10
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Accorsi M, Tiemann M, Wehrhan L, Finn LM, Cruz R, Rautenberg M, Emmerling F, Heberle J, Keller BG, Rademann J. Pentafluorophosphato‐Phenylalanines: Amphiphilic Phosphotyrosine Mimetics Displaying Fluorine‐Specific Protein Interactions. Angew Chem Int Ed Engl 2022. [DOI: 10.1002/ange.202203579] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Affiliation(s)
- Matteo Accorsi
- Freie Universität Berlin: Freie Universitat Berlin Department of Biology, Chemistry, Pharmacy; Institute of Pharmacy GERMANY
| | - Markus Tiemann
- Freie Universität Berlin: Freie Universitat Berlin Department of Biology, Chemistry, Pharmacy, Institute of Pharmacy GERMANY
| | - Leon Wehrhan
- Freie Universität Berlin: Freie Universitat Berlin Department of Biology, Chemistry, Pharmacy, Institute of Chemistry and Biochemistry GERMANY
| | - Lauren M. Finn
- Freie Universität Berlin: Freie Universitat Berlin Department of Biology, Chemistry, Pharmacy, Institute of Chemistry and Biochemistry GERMANY
| | - Ruben Cruz
- Freie Universität Berlin: Freie Universitat Berlin Department of Physics GERMANY
| | - Max Rautenberg
- Bundesanstalt für Materialforschung und -prüfung: Bundesanstalt fur Materialforschung und -prufung Structure Analysis GERMANY
| | - Franziska Emmerling
- Bundesanstalt für Materialforschung und -prüfung: Bundesanstalt fur Materialforschung und -prufung Structural Analytics GERMANY
| | - Joachim Heberle
- Freie Universität Berlin: Freie Universitat Berlin Department of Physics GERMANY
| | - Bettina G. Keller
- Freie Universität Berlin: Freie Universitat Berlin Department of Biology, Chemistry, Pharmacy, Institute of Chemistry and Biochemistry GERMANY
| | - Jörg Rademann
- Freie Universitat Berlin, Institute of Pharmacy Medicinal Chemistry Königin-Luise-Str. 2+4 14195 Berlin GERMANY
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11
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Kobzar ОL, Shulha YV, Buldenko VM, Mrug GP, Kolotylo MV, Stanko OV, Onysko PP, Vovk АI. Alkyl and aryl α-ketophosphonate derivatives as photoactive compounds targeting glutathione S-transferases. PHOSPHORUS SULFUR 2021. [DOI: 10.1080/10426507.2021.1901703] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
Affiliation(s)
- О. L. Kobzar
- V. P. Kukhar Institute of Bioorganic Chemistry and Petrochemistry, National Academy of Sciences of Ukraine, Kyiv, Ukraine
| | - Yu. V. Shulha
- V. P. Kukhar Institute of Bioorganic Chemistry and Petrochemistry, National Academy of Sciences of Ukraine, Kyiv, Ukraine
| | - V. M. Buldenko
- V. P. Kukhar Institute of Bioorganic Chemistry and Petrochemistry, National Academy of Sciences of Ukraine, Kyiv, Ukraine
| | - G. P. Mrug
- V. P. Kukhar Institute of Bioorganic Chemistry and Petrochemistry, National Academy of Sciences of Ukraine, Kyiv, Ukraine
| | - M. V. Kolotylo
- Institute of Organic Chemistry, National Academy of Sciences of Ukraine, Kyiv, Ukraine
| | - O. V. Stanko
- Institute of Organic Chemistry, National Academy of Sciences of Ukraine, Kyiv, Ukraine
| | - P. P. Onysko
- Institute of Organic Chemistry, National Academy of Sciences of Ukraine, Kyiv, Ukraine
| | - А. I. Vovk
- V. P. Kukhar Institute of Bioorganic Chemistry and Petrochemistry, National Academy of Sciences of Ukraine, Kyiv, Ukraine
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12
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Tauber C, Wamser R, Arkona C, Tügend M, Abdul Aziz UB, Pach S, Schulz R, Jochmans D, Wolber G, Neyts J, Rademann J. Chemische Evolution antiviraler Wirkstoffe gegen Enterovirus D68 durch Proteintemplat‐gesteuerte Knoevenagelreaktionen. Angew Chem Int Ed Engl 2021. [DOI: 10.1002/ange.202102074] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Affiliation(s)
- Carolin Tauber
- Fachbereich Biologie, Chemie and Pharmazie Institut für Pharmazie Medizinische Chemie Freie Universität Berlin Königin-Luise-Str. 2+4 14195 Berlin Deutschland
| | - Rebekka Wamser
- Fachbereich Biologie, Chemie and Pharmazie Institut für Pharmazie Medizinische Chemie Freie Universität Berlin Königin-Luise-Str. 2+4 14195 Berlin Deutschland
| | - Christoph Arkona
- Fachbereich Biologie, Chemie and Pharmazie Institut für Pharmazie Medizinische Chemie Freie Universität Berlin Königin-Luise-Str. 2+4 14195 Berlin Deutschland
| | - Marisa Tügend
- Fachbereich Biologie, Chemie and Pharmazie Institut für Pharmazie Medizinische Chemie Freie Universität Berlin Königin-Luise-Str. 2+4 14195 Berlin Deutschland
| | - Umer Bin Abdul Aziz
- Fachbereich Biologie, Chemie and Pharmazie Institut für Pharmazie Medizinische Chemie Freie Universität Berlin Königin-Luise-Str. 2+4 14195 Berlin Deutschland
| | - Szymon Pach
- Fachbereich Biologie, Chemie and Pharmazie Institut für Pharmazie Medizinische Chemie Freie Universität Berlin Königin-Luise-Str. 2+4 14195 Berlin Deutschland
| | - Robert Schulz
- Fachbereich Biologie, Chemie and Pharmazie Institut für Pharmazie Medizinische Chemie Freie Universität Berlin Königin-Luise-Str. 2+4 14195 Berlin Deutschland
| | - Dirk Jochmans
- Department of Microbiology, Immunology and Transplantation Rega Institute KU Leuven Leuven Belgien
| | - Gerhard Wolber
- Fachbereich Biologie, Chemie and Pharmazie Institut für Pharmazie Medizinische Chemie Freie Universität Berlin Königin-Luise-Str. 2+4 14195 Berlin Deutschland
| | - Johan Neyts
- Department of Microbiology, Immunology and Transplantation Rega Institute KU Leuven Leuven Belgien
| | - Jörg Rademann
- Fachbereich Biologie, Chemie and Pharmazie Institut für Pharmazie Medizinische Chemie Freie Universität Berlin Königin-Luise-Str. 2+4 14195 Berlin Deutschland
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13
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Tauber C, Wamser R, Arkona C, Tügend M, Abdul Aziz UB, Pach S, Schulz R, Jochmans D, Wolber G, Neyts J, Rademann J. Chemical Evolution of Antivirals Against Enterovirus D68 through Protein-Templated Knoevenagel Reactions. Angew Chem Int Ed Engl 2021; 60:13294-13301. [PMID: 33749121 PMCID: PMC8252737 DOI: 10.1002/anie.202102074] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2021] [Indexed: 02/06/2023]
Abstract
The generation of bioactive molecules from inactive precursors is a crucial step in the chemical evolution of life, however, mechanistic insights into this aspect of abiogenesis are scarce. Here, we investigate the protein-catalyzed formation of antivirals by the 3C-protease of enterovirus D68. The enzyme induces aldol condensations yielding inhibitors with antiviral activity in cells. Kinetic and thermodynamic analyses reveal that the bioactivity emerges from a dynamic reaction system including inhibitor formation, alkylation of the protein target by the inhibitors, and competitive addition of non-protein nucleophiles to the inhibitors. The most active antivirals are slowly reversible inhibitors with elongated target residence times. The study reveals first examples for the chemical evolution of bio-actives through protein-catalyzed, non-enzymatic C-C couplings. The discovered mechanism works under physiological conditions and might constitute a native process of drug development.
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Affiliation(s)
- Carolin Tauber
- Department of Biology, Chemistry and PharmacyInstitute of PharmacyMedicinal ChemistryFreie Universität BerlinKönigin-Luise-Str. 2+414195BerlinGermany
| | - Rebekka Wamser
- Department of Biology, Chemistry and PharmacyInstitute of PharmacyMedicinal ChemistryFreie Universität BerlinKönigin-Luise-Str. 2+414195BerlinGermany
| | - Christoph Arkona
- Department of Biology, Chemistry and PharmacyInstitute of PharmacyMedicinal ChemistryFreie Universität BerlinKönigin-Luise-Str. 2+414195BerlinGermany
| | - Marisa Tügend
- Department of Biology, Chemistry and PharmacyInstitute of PharmacyMedicinal ChemistryFreie Universität BerlinKönigin-Luise-Str. 2+414195BerlinGermany
| | - Umer Bin Abdul Aziz
- Department of Biology, Chemistry and PharmacyInstitute of PharmacyMedicinal ChemistryFreie Universität BerlinKönigin-Luise-Str. 2+414195BerlinGermany
| | - Szymon Pach
- Department of Biology, Chemistry and PharmacyInstitute of PharmacyMedicinal ChemistryFreie Universität BerlinKönigin-Luise-Str. 2+414195BerlinGermany
| | - Robert Schulz
- Department of Biology, Chemistry and PharmacyInstitute of PharmacyMedicinal ChemistryFreie Universität BerlinKönigin-Luise-Str. 2+414195BerlinGermany
| | - Dirk Jochmans
- Department of Microbiology, Immunology and TransplantationRega InstituteKU LeuvenLeuvenBelgium
| | - Gerhard Wolber
- Department of Biology, Chemistry and PharmacyInstitute of PharmacyMedicinal ChemistryFreie Universität BerlinKönigin-Luise-Str. 2+414195BerlinGermany
| | - Johan Neyts
- Department of Microbiology, Immunology and TransplantationRega InstituteKU LeuvenLeuvenBelgium
| | - Jörg Rademann
- Department of Biology, Chemistry and PharmacyInstitute of PharmacyMedicinal ChemistryFreie Universität BerlinKönigin-Luise-Str. 2+414195BerlinGermany
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14
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Lossouarn A, Renard PY, Sabot C. Tailored Bioorthogonal and Bioconjugate Chemistry: A Source of Inspiration for Developing Kinetic Target-Guided Synthesis Strategies. Bioconjug Chem 2020; 32:63-72. [PMID: 33232599 DOI: 10.1021/acs.bioconjchem.0c00568] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
Kinetic target-guided synthesis (KTGS) is a promising tool for the discovery of biologically active compounds. It relies on the identification of potent ligands that are covalently assembled by the biological targets themselves from a pool of reagents. Significant effort is devoted to developing new KTGS strategies; however, only a handful of biocompatible reactions are available, which may be insufficient to meet the specificities (stability, dynamics, active site topology, etc.) of a wide range of biological targets with therapeutic potential. This Topical Review proposes a retrospective analysis of existing KTGS ligation tools, in terms of their kinetics and analogy with other biocompatible reactions, and provides new clues to expand the KTGS toolkit. By way of examples, a nonexhaustive selection of such chemical ligation tools belonging to different classes of reactions as promising candidate reactions for KTGS are suggested.
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Affiliation(s)
- Alexis Lossouarn
- Normandie Université, Centre National de la Recherche Scientifique, UNIROUEN, INSA Rouen, COBRA, UMR 6014 & FR 3038, 76000, Rouen, France
| | - Pierre-Yves Renard
- Normandie Université, Centre National de la Recherche Scientifique, UNIROUEN, INSA Rouen, COBRA, UMR 6014 & FR 3038, 76000, Rouen, France
| | - Cyrille Sabot
- Normandie Université, Centre National de la Recherche Scientifique, UNIROUEN, INSA Rouen, COBRA, UMR 6014 & FR 3038, 76000, Rouen, France
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15
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Mancini F, Unver MY, Elgaher WAM, Jumde VR, Alhayek A, Lukat P, Herrmann J, Witte MD, Köck M, Blankenfeldt W, Müller R, Hirsch AKH. Protein-Templated Hit Identification through an Ugi Four-Component Reaction*. Chemistry 2020; 26:14585-14593. [PMID: 32428268 PMCID: PMC7756422 DOI: 10.1002/chem.202002250] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2020] [Indexed: 12/21/2022]
Abstract
Kinetic target-guided synthesis represents an efficient hit-identification strategy, in which the protein assembles its own inhibitors from a pool of complementary building blocks via an irreversible reaction. Herein, we pioneered an in situ Ugi reaction for the identification of novel inhibitors of a model enzyme and binders for an important drug target, namely, the aspartic protease endothiapepsin and the bacterial β-sliding clamp DnaN, respectively. Highly sensitive mass-spectrometry methods enabled monitoring of the protein-templated reaction of four complementary reaction partners, which occurred in a background-free manner for endothiapepsin or with a clear amplification of two binders in the presence of DnaN. The Ugi products we identified show low micromolar activity on endothiapepsin or moderate affinity for the β-sliding clamp. We succeeded in expanding the portfolio of chemical reactions and biological targets and demonstrated the efficiency and sensitivity of this approach, which can find application on any drug target.
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Affiliation(s)
- Federica Mancini
- Department for Drug Design and OptimizationHelmholtz Institute for Pharmaceutical Research Saarland (HIPS)–, Helmholtz Centre for Infection Research (HZI)Campus Building E8.166123SaarbrückenGermany
- Department of PharmacySaarland UniversityCampus Building E8.166123SaarbrückenGermany
| | - M. Yagiz Unver
- Department for Drug Design and OptimizationHelmholtz Institute for Pharmaceutical Research Saarland (HIPS)–, Helmholtz Centre for Infection Research (HZI)Campus Building E8.166123SaarbrückenGermany
- Stratingh Institute for ChemistryUniversity of GroningenNijenborgh 79747AGGroningenThe Netherlands
| | - Walid A. M. Elgaher
- Department for Drug Design and OptimizationHelmholtz Institute for Pharmaceutical Research Saarland (HIPS)–, Helmholtz Centre for Infection Research (HZI)Campus Building E8.166123SaarbrückenGermany
| | - Varsha R. Jumde
- Department for Drug Design and OptimizationHelmholtz Institute for Pharmaceutical Research Saarland (HIPS)–, Helmholtz Centre for Infection Research (HZI)Campus Building E8.166123SaarbrückenGermany
| | - Alaa Alhayek
- Department for Drug Design and OptimizationHelmholtz Institute for Pharmaceutical Research Saarland (HIPS)–, Helmholtz Centre for Infection Research (HZI)Campus Building E8.166123SaarbrückenGermany
- Department of PharmacySaarland UniversityCampus Building E8.166123SaarbrückenGermany
| | - Peer Lukat
- Department of Structure and Function of ProteinsHZI38124BraunschweigGermany
| | - Jennifer Herrmann
- Department of Microbial Natural ProductsHIPS–HZI66123SaarbrückenGermany
| | - Martin D. Witte
- Stratingh Institute for ChemistryUniversity of GroningenNijenborgh 79747AGGroningenThe Netherlands
| | - Matthias Köck
- Department of Microbial Natural ProductsHIPS–HZI66123SaarbrückenGermany
| | - Wulf Blankenfeldt
- Department of Structure and Function of ProteinsHZI38124BraunschweigGermany
- Institute for Biochemistry, Biotechnology and BioinformaticsTechnische Universität BraunschweigSpielmannstr. 738106BraunschweigGermany
| | - Rolf Müller
- Department of PharmacySaarland UniversityCampus Building E8.166123SaarbrückenGermany
- Department of Microbial Natural ProductsHIPS–HZI66123SaarbrückenGermany
| | - Anna K. H. Hirsch
- Department for Drug Design and OptimizationHelmholtz Institute for Pharmaceutical Research Saarland (HIPS)–, Helmholtz Centre for Infection Research (HZI)Campus Building E8.166123SaarbrückenGermany
- Department of PharmacySaarland UniversityCampus Building E8.166123SaarbrückenGermany
- Stratingh Institute for ChemistryUniversity of GroningenNijenborgh 79747AGGroningenThe Netherlands
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16
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Makukhin N, Ciulli A. Recent advances in synthetic and medicinal chemistry of phosphotyrosine and phosphonate-based phosphotyrosine analogues. RSC Med Chem 2020; 12:8-23. [PMID: 34041480 PMCID: PMC8130623 DOI: 10.1039/d0md00272k] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2020] [Accepted: 09/30/2020] [Indexed: 11/21/2022] Open
Abstract
Phosphotyrosine-containing compounds attract significant attention due to their potential to modulate signalling pathways by binding to phospho-writers, erasers and readers such as SH2 and PTB domain containing proteins. Phosphotyrosine derivatives provide useful chemical tools to study protein phosphorylation/dephosphorylation, and as such represent attractive starting points for the development of binding ligands and chemical probes to study biology, and for inhibitor and degrader drug design. To overcome enzymatic lability of the phosphate group, physiologically stable phosphonate-based phosphotyrosine analogues find utility in a wide range of applications. This review covers advances over the last decade in the design of phosphotyrosine and its phosphonate-based derivatives, highlights the improved and expanded synthetic toolbox, and illustrates applications in medicinal chemistry.
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Affiliation(s)
- Nikolai Makukhin
- Division of Biological Chemistry and Drug Discovery, School of Life Sciences, University of Dundee Dow Street DD1 5EH Dundee UK
| | - Alessio Ciulli
- Division of Biological Chemistry and Drug Discovery, School of Life Sciences, University of Dundee Dow Street DD1 5EH Dundee UK
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17
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Gräb J, Berg T. The Selectivity of Fosfosal for STAT5b over STAT5a is Mediated by Arg566 in the Linker Domain. Chembiochem 2020; 21:2264-2267. [PMID: 32227557 PMCID: PMC7496286 DOI: 10.1002/cbic.202000111] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2020] [Revised: 03/29/2020] [Indexed: 12/17/2022]
Abstract
Fosfosal is the O-phosphorylated derivative of salicylic acid, with documented clinical use as a prodrug for the treatment of inflammatory diseases. We recently discovered that fosfosal itself inhibits the protein-protein interaction domain, the SH2 domain, of the tumor-related transcription factor STAT5b. Here, we demonstrate that fosfosal is selective for STAT5b over its close homologue STAT5a. This selectivity is mediated by the STAT5b residue Arg566, located in the SH2 domain-adjacent linker domain. Our data provide further evidence for the role of the STAT linker domain in determining the activity of small molecules against the SH2 domain. We present a refined binding model for fosfosal and STAT5b, which can serve as the basis for the development of fosfosal-based STAT5b inhibitors.
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Affiliation(s)
- Julian Gräb
- Leipzig University, Institute of Organic ChemistryJohannisallee 2904103LeipzigGermany
| | - Thorsten Berg
- Leipzig University, Institute of Organic ChemistryJohannisallee 2904103LeipzigGermany
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18
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Wang W, Wu Y, Chen S, Liu X, He J, Wang S, Lu W, Tang Y, Huang J. Shikonin is a novel and selective IMPDH2 inhibitor that target triple-negative breast cancer. Phytother Res 2020; 35:463-476. [PMID: 32779300 DOI: 10.1002/ptr.6825] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2020] [Revised: 06/17/2020] [Accepted: 07/06/2020] [Indexed: 12/11/2022]
Abstract
Triple-negative breast cancer (TNBC) is heterogeneous disease with a poor prognosis. It is therefore important to explore novel therapeutic agents to improve the clinical efficacy for TNBC. The inosine 5'-monophosphate dehydrogenase 2 (IMPDH2) is a rate-limiting enzyme in the de novo synthesis of guanine nucleotides. It is always overexpressed in many types of tumors, including TNBC and regarded as a potential target for cancer therapy. Through screening a library of natural products, we identified shikonin, a natural bioactive component of Lithospermum erythrorhizon, is a novel and selective IMPDH2 inhibitor. Enzymatic analysis using Lineweaver-Burk plot indicates that shikonin is a competitive inhibitor of IMPDH2. The interaction between shikonin and IMDPH2 was further investigated by thermal shift assay, fluorescence quenching, and molecular docking simulation. Shikonin treatment effectively inhibits the growth of human TNBC cell line MDA-MB-231, and murine TNBC cell line, 4T1 in a dose-dependent manner, which is impaired by exogenous supplementation of guanosine, a salvage pathway of purine nucleotides. Most importantly, IMPDH2 knockdown significantly reduced cell proliferation and conferred resistance to shikonin in TNBC. Collectively, our findings showed the natural product shikonin as a selective inhibitor of IMPDH2 with anti-TNBC activity, impelling its further study in clinical trials.
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Affiliation(s)
- Wanyan Wang
- State Key Laboratory of Bioreactor Engineering, Shanghai Key Laboratory of New Drug Design, School of Pharmacy, East China University of Science and Technology, Shanghai, China
| | - Yu Wu
- State Key Laboratory of Bioreactor Engineering, Shanghai Key Laboratory of New Drug Design, School of Pharmacy, East China University of Science and Technology, Shanghai, China
| | - Si Chen
- Shanghai Key Laboratory of Regulatory Biology, Institute of Biomedical Sciences and School of Life Sciences, East China Normal University, Shanghai, China
| | - Xi Liu
- State Key Laboratory of Bioreactor Engineering, Shanghai Key Laboratory of New Drug Design, School of Pharmacy, East China University of Science and Technology, Shanghai, China
| | - Jiacheng He
- Shanghai Key Laboratory of Regulatory Biology, Institute of Biomedical Sciences and School of Life Sciences, East China Normal University, Shanghai, China
| | - Shuyi Wang
- Shanghai Key Laboratory of Regulatory Biology, Institute of Biomedical Sciences and School of Life Sciences, East China Normal University, Shanghai, China
| | - Weiqiang Lu
- Shanghai Key Laboratory of Regulatory Biology, Institute of Biomedical Sciences and School of Life Sciences, East China Normal University, Shanghai, China
| | - Yong Tang
- Department of Urology, Wuming Hospital of Guangxi Medical University, Nanning, Guangxi, China
| | - Jin Huang
- State Key Laboratory of Bioreactor Engineering, Shanghai Key Laboratory of New Drug Design, School of Pharmacy, East China University of Science and Technology, Shanghai, China
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19
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Xu D, Xu P, Wang X, Chen Y, Yu H, Zheng D, Li X. Pentagram-Shaped Ag@Pt Core-Shell Nanostructures as High-Performance Catalysts for Formaldehyde Detection. ACS APPLIED MATERIALS & INTERFACES 2020; 12:8091-8097. [PMID: 31967775 DOI: 10.1021/acsami.9b17201] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/10/2023]
Abstract
High-performance HCHO sensors are of great importance in various application fields such as indoor air quality assessments. Herein, bimetallic Ag-Pt nanoparticles are synthesized as high-performance catalysts for ZnO-based gas sensors. Spherical aberration (Cs)-corrected transmission electron microscopy images with atomic resolution clearly indicate that the prepared nanoparticles exhibit a novel Ag@Pt core-shell nanostructure with a pentagram shape. For high-performance HCHO sensor construction, integrated micro-electrodes are first fabricated with the microelectromechanical system (MEMS) technology. Then, the hydrothermal route is used to self-assemble well-aligned ZnO nanowire arrays onto the sensing microregion. After that, the pentagram-shaped Ag@Pt nanoparticles are loaded onto the surface of ZnO nanowires with the inkjet printing technique to form MEMS sensors with Ag@Pt@ZnO as the sensing material. The thoroughly sensing experiments indicate that the Ag@Pt nanoparticles exhibit satisfied catalytic activation to HCHO molecules. The experimental observed detection limit of our sensor to HCHO reaches the parts per billion level. To elucidate the HCHO-sensing mechanism, the online mass spectrum (online MS) is utilized to analyze the components of exhaust gas stream of HCHO flowing through the Ag@Pt@ZnO material. The online MS indicates that with the Ag@Pt catalyst, HCHO molecules are partially oxidized to HCOOH molecules at low temperatures and are completely oxidized to CO2 molecules at high temperatures.
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Affiliation(s)
- Dongsheng Xu
- School of Chemical and Environmental Engineering , Shanghai Institute of Technology , 100 Haiquan Road , Shanghai 201418 , China
- State Key Lab of Transducer Technology, Shanghai Institute of Microsystem and Information Technology , Chinese Academy of Sciences , 865 Changning Road , Shanghai 200050 , China
| | - Pengcheng Xu
- State Key Lab of Transducer Technology, Shanghai Institute of Microsystem and Information Technology , Chinese Academy of Sciences , 865 Changning Road , Shanghai 200050 , China
- University of Chinese Academy of Sciences , Beijing 100049 , China
| | - Xueqing Wang
- State Key Lab of Transducer Technology, Shanghai Institute of Microsystem and Information Technology , Chinese Academy of Sciences , 865 Changning Road , Shanghai 200050 , China
- University of Chinese Academy of Sciences , Beijing 100049 , China
| | - Ying Chen
- State Key Lab of Transducer Technology, Shanghai Institute of Microsystem and Information Technology , Chinese Academy of Sciences , 865 Changning Road , Shanghai 200050 , China
- University of Chinese Academy of Sciences , Beijing 100049 , China
| | - Haitao Yu
- State Key Lab of Transducer Technology, Shanghai Institute of Microsystem and Information Technology , Chinese Academy of Sciences , 865 Changning Road , Shanghai 200050 , China
- University of Chinese Academy of Sciences , Beijing 100049 , China
| | - Dan Zheng
- School of Chemical and Environmental Engineering , Shanghai Institute of Technology , 100 Haiquan Road , Shanghai 201418 , China
| | - Xinxin Li
- State Key Lab of Transducer Technology, Shanghai Institute of Microsystem and Information Technology , Chinese Academy of Sciences , 865 Changning Road , Shanghai 200050 , China
- University of Chinese Academy of Sciences , Beijing 100049 , China
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20
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Chen X, Chen HY, Chen ZD, Gong JN, Chen CYC. A novel artificial intelligence protocol for finding potential inhibitors of acute myeloid leukemia. J Mater Chem B 2020; 8:2063-2081. [PMID: 32068215 DOI: 10.1039/d0tb00061b] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
There is currently no effective treatment for acute myeloid leukemia, and surgery is also ineffective as an important treatment for most tumors. Rapidly developing artificial intelligence technology can be applied to different aspects of drug development, and it plays a key role in drug discovery. Based on network pharmacology and virtual screening, candidates were selected from the molecular database. Nine artificial intelligence algorithm models were used to further verify the candidates' potential. The 350 training results of the deep learning model showed higher credibility, and the R-square of the training set and test set of the optimal model reached 0.89 and 0.84, respectively. The random forest model has an R-square of 0.91 and a mean square error of only 0.003. The R-square of the Adaptive Boosting model and the Bagging model reached 0.92 and 0.88, respectively. Molecular dynamics simulation evaluated the stability of the ligand-protein complex and achieved good results. Artificial intelligence models had unearthed the promising candidates for STAT3 inhibitors, and the good performance of most models showed that they still had practical value on small data sets.
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Affiliation(s)
- Xu Chen
- Artificial Intelligence Medical Center, School of Intelligent Systems Engineering, Sun Yat-sen University, Shenzhen, 510275, China. and School of Pharmaceutical Sciences, Sun Yat-sen University, Shenzhen, 510275, China
| | - Hsin-Yi Chen
- Artificial Intelligence Medical Center, School of Intelligent Systems Engineering, Sun Yat-sen University, Shenzhen, 510275, China.
| | - Zhi-Dong Chen
- Artificial Intelligence Medical Center, School of Intelligent Systems Engineering, Sun Yat-sen University, Shenzhen, 510275, China. and School of Pharmaceutical Sciences, Sun Yat-sen University, Shenzhen, 510275, China
| | - Jia-Ning Gong
- Artificial Intelligence Medical Center, School of Intelligent Systems Engineering, Sun Yat-sen University, Shenzhen, 510275, China. and School of Pharmaceutical Sciences, Sun Yat-sen University, Shenzhen, 510275, China
| | - Calvin Yu-Chian Chen
- Artificial Intelligence Medical Center, School of Intelligent Systems Engineering, Sun Yat-sen University, Shenzhen, 510275, China. and Department of Medical Research, China Medical University Hospital, Taichung 40447, Taiwan and Department of Bioinformatics and Medical Engineering, Asia University, Taichung 41354, Taiwan
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21
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Bosc D, Camberlein V, Gealageas R, Castillo-Aguilera O, Deprez B, Deprez-Poulain R. Kinetic Target-Guided Synthesis: Reaching the Age of Maturity. J Med Chem 2019; 63:3817-3833. [PMID: 31820982 DOI: 10.1021/acs.jmedchem.9b01183] [Citation(s) in RCA: 22] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
Kinetic target-guided synthesis (KTGS) is an original discovery strategy allowing a target to catalyze the irreversible synthesis of its own ligands from a pool of reagents. Although pioneered almost two decades ago, it only recently proved its usefulness in medicinal chemistry, as exemplified by the increasing number of protein targets used, the wider range of target and pocket types, and the diversity of therapeutic areas explored. In recent years, two new leads for in vivo studies were released. Amidations and multicomponent reactions expanded the armamentarium of reactions beyond triazole formation and two new examples of in cellulo KTGS were also disclosed. Herein, we analyze the origins and the chemical space of both KTGS ligands and warhead-bearing reagents. We review the KTGS timeline focusing on recent cases in order to give medicinal chemists the full scope of this strategy which has great potential for hit discovery and hit or lead optimization.
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Affiliation(s)
- Damien Bosc
- Univ. Lille, Inserm, Institut Pasteur de Lille, U1177-Drugs and Molecules for Living Systems, F-59000 Lille, France
| | - Virgyl Camberlein
- Univ. Lille, Inserm, Institut Pasteur de Lille, U1177-Drugs and Molecules for Living Systems, F-59000 Lille, France
| | - Ronan Gealageas
- Univ. Lille, Inserm, Institut Pasteur de Lille, U1177-Drugs and Molecules for Living Systems, F-59000 Lille, France
| | - Omar Castillo-Aguilera
- Univ. Lille, Inserm, Institut Pasteur de Lille, U1177-Drugs and Molecules for Living Systems, F-59000 Lille, France
| | - Benoit Deprez
- Univ. Lille, Inserm, Institut Pasteur de Lille, U1177-Drugs and Molecules for Living Systems, F-59000 Lille, France
| | - Rebecca Deprez-Poulain
- Univ. Lille, Inserm, Institut Pasteur de Lille, U1177-Drugs and Molecules for Living Systems, F-59000 Lille, France.,Institut Universitaire de France, F- 75005 Paris, France
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22
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Orlova A, Wagner C, de Araujo ED, Bajusz D, Neubauer HA, Herling M, Gunning PT, Keserű GM, Moriggl R. Direct Targeting Options for STAT3 and STAT5 in Cancer. Cancers (Basel) 2019; 11:E1930. [PMID: 31817042 PMCID: PMC6966570 DOI: 10.3390/cancers11121930] [Citation(s) in RCA: 55] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2019] [Revised: 11/22/2019] [Accepted: 11/29/2019] [Indexed: 12/21/2022] Open
Abstract
Signal transducer and activator of transcription (STAT)3 and STAT5 are important transcription factors that are able to mediate or even drive cancer progression through hyperactivation or gain-of-function mutations. Mutated STAT3 is mainly associated with large granular lymphocytic T-cell leukemia, whereas mutated STAT5B is associated with T-cell prolymphocytic leukemia, T-cell acute lymphoblastic leukemia and γδ T-cell-derived lymphomas. Hyperactive STAT3 and STAT5 are also implicated in various hematopoietic and solid malignancies, such as chronic and acute myeloid leukemia, melanoma or prostate cancer. Classical understanding of STAT functions is linked to their phosphorylated parallel dimer conformation, in which they induce gene transcription. However, the functions of STAT proteins are not limited to their phosphorylated dimerization form. In this review, we discuss the functions and the roles of unphosphorylated STAT3/5 in the context of chromatin remodeling, as well as the impact of STAT5 oligomerization on differential gene expression in hematopoietic neoplasms. The central involvement of STAT3/5 in cancer has made these molecules attractive targets for small-molecule drug development, but currently there are no direct STAT3/5 inhibitors of clinical grade available. We summarize the development of inhibitors against the SH2 domains of STAT3/5 and discuss their applicability as cancer therapeutics.
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Affiliation(s)
- Anna Orlova
- Institute of Animal Breeding and Genetics, University of Veterinary Medicine, 1210 Vienna, Austria; (A.O.); (C.W.); (H.A.N.)
| | - Christina Wagner
- Institute of Animal Breeding and Genetics, University of Veterinary Medicine, 1210 Vienna, Austria; (A.O.); (C.W.); (H.A.N.)
| | - Elvin D. de Araujo
- Department of Chemical and Physical Sciences, University of Toronto Mississauga, Mississauga, ON L5L 1C6, Canada; (E.D.d.A.); (P.T.G.)
- Centre for Medicinal Chemistry, University of Toronto Mississauga, Mississauga, ON L5L 1C6, Canada
| | - Dávid Bajusz
- Medicinal Chemistry Research Group, Research Centre for Natural Sciences, H-1117 Budapest, Hungary; (D.B.); (G.M.K.)
| | - Heidi A. Neubauer
- Institute of Animal Breeding and Genetics, University of Veterinary Medicine, 1210 Vienna, Austria; (A.O.); (C.W.); (H.A.N.)
| | - Marco Herling
- Department I of Internal Medicine, Center for Integrated Oncology (CIO), Excellence Cluster for Cellular Stress Response and Aging-Associated Diseases (CECAD), and Center for Molecular Medicine Cologne (CMMC), Cologne University, 50937 Cologne, Germany;
| | - Patrick T. Gunning
- Department of Chemical and Physical Sciences, University of Toronto Mississauga, Mississauga, ON L5L 1C6, Canada; (E.D.d.A.); (P.T.G.)
- Centre for Medicinal Chemistry, University of Toronto Mississauga, Mississauga, ON L5L 1C6, Canada
| | - György M. Keserű
- Medicinal Chemistry Research Group, Research Centre for Natural Sciences, H-1117 Budapest, Hungary; (D.B.); (G.M.K.)
| | - Richard Moriggl
- Institute of Animal Breeding and Genetics, University of Veterinary Medicine, 1210 Vienna, Austria; (A.O.); (C.W.); (H.A.N.)
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23
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Natarajan K, Müller-Klieser D, Rubner S, Berg T. Stafia-1: a STAT5a-Selective Inhibitor Developed via Docking-Based Screening of in Silico O-Phosphorylated Fragments. Chemistry 2019; 26:148-154. [PMID: 31503360 PMCID: PMC6973011 DOI: 10.1002/chem.201904147] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2019] [Indexed: 01/27/2023]
Abstract
We present a new approach for the identification of inhibitors of phosphorylation-dependent protein-protein interaction domains, in which phenolic fragments are adapted by in silico O-phosphorylation before docking-based screening. From a database of 10 369 180 compounds, we identified 85 021 natural product-derived phenolic fragments, which were virtually O-phosphorylated and screened for in silico binding to the STAT3 SH2 domain. Nine screening hits were then synthesized, eight of which showed a degree of in vitro inhibition of STAT3. After analysis of its selectivity profile, the most potent inhibitor was then developed to Stafia-1, the first small molecule shown to preferentially inhibit the STAT family member STAT5a over the close homologue STAT5b. A phosphonate prodrug based on Stafia-1 inhibited STAT5a with selectivity over STAT5b in human leukemia cells, providing the first demonstration of selective in vitro and intracellular inhibition of STAT5a by a small-molecule inhibitor.
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Affiliation(s)
- Kalaiselvi Natarajan
- Institute of Organic Chemistry, Leipzig University, Johannisallee 29, 04103, Leipzig, Germany
| | - Daniel Müller-Klieser
- Institute of Organic Chemistry, Leipzig University, Johannisallee 29, 04103, Leipzig, Germany
| | - Stefan Rubner
- Institute of Organic Chemistry, Leipzig University, Johannisallee 29, 04103, Leipzig, Germany
| | - Thorsten Berg
- Institute of Organic Chemistry, Leipzig University, Johannisallee 29, 04103, Leipzig, Germany
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24
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Gladysz R, Vrijdag J, Van Rompaey D, Lambeir A, Augustyns K, De Winter H, Van der Veken P. Efforts towards an On‐Target Version of the Groebke–Blackburn–Bienaymé (GBB) Reaction for Discovery of Druglike Urokinase (uPA) Inhibitors. Chemistry 2019; 25:12380-12393. [DOI: 10.1002/chem.201901917] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2019] [Revised: 06/18/2019] [Indexed: 12/29/2022]
Affiliation(s)
- Rafaela Gladysz
- Laboratory of Medicinal Chemistry (UAMC)Department of Pharmaceutical SciencesUniversity of Antwerp Universiteitsplein 1 2610 Wilrijk Belgium
| | - Johannes Vrijdag
- Laboratory of Medicinal Chemistry (UAMC)Department of Pharmaceutical SciencesUniversity of Antwerp Universiteitsplein 1 2610 Wilrijk Belgium
- Laboratory of Medical BiochemistryDepartment of, Pharmaceutical SciencesUniversity of Antwerp Universiteitsplein 1 2610 Wilrijk Belgium
| | - Dries Van Rompaey
- Laboratory of Medicinal Chemistry (UAMC)Department of Pharmaceutical SciencesUniversity of Antwerp Universiteitsplein 1 2610 Wilrijk Belgium
| | - Anne‐Marie Lambeir
- Laboratory of Medical BiochemistryDepartment of, Pharmaceutical SciencesUniversity of Antwerp Universiteitsplein 1 2610 Wilrijk Belgium
| | - Koen Augustyns
- Laboratory of Medicinal Chemistry (UAMC)Department of Pharmaceutical SciencesUniversity of Antwerp Universiteitsplein 1 2610 Wilrijk Belgium
| | - Hans De Winter
- Laboratory of Medicinal Chemistry (UAMC)Department of Pharmaceutical SciencesUniversity of Antwerp Universiteitsplein 1 2610 Wilrijk Belgium
| | - Pieter Van der Veken
- Laboratory of Medicinal Chemistry (UAMC)Department of Pharmaceutical SciencesUniversity of Antwerp Universiteitsplein 1 2610 Wilrijk Belgium
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25
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Gräb J, Berg A, Blechschmidt L, Klüver B, Rubner S, Fu DY, Meiler J, Gräber M, Berg T. The STAT5b Linker Domain Mediates the Selectivity of Catechol Bisphosphates for STAT5b over STAT5a. ACS Chem Biol 2019; 14:796-805. [PMID: 30835430 DOI: 10.1021/acschembio.9b00137] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
STAT family proteins are important mediators of cell signaling and represent therapeutic targets for the treatment of human diseases. Most STAT inhibitors target the protein-protein interaction domain, the SH2 domain, but specificity for a single STAT protein is often limited. Recently, we developed catechol bisphosphates as the first inhibitors of STAT5b demonstrated to exhibit a high degree of selectivity over the close homologue STAT5a. Here, we show that the amino acid in position 566 of the linker domain, not the SH2 domain, is the main determinant of specificity. Arg566 in wild-type STAT5b favors tight binding of catechol bisphosphates, while Trp566 in wild-type STAT5a does not. Amino acid 566 also determines the affinity for a tyrosine-phosphorylated peptide derived from the EPO receptor for STAT5a and STAT5b, demonstrating the functional relevance of the STAT5 linker domain for the adjacent SH2 domain. These results provide the first demonstration that a residue in the linker domain can determine the affinity of nonpeptidic small-molecule inhibitors for the SH2 domain of STAT proteins. We propose targeting the interface between the SH2 domain and linker domain as a novel design approach for the development of potent and selective STAT inhibitors. In addition, our data suggest that the linker domain could contribute to the enigmatically divergent biological functions of the two STAT5 proteins.
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Affiliation(s)
- Julian Gräb
- Institute of Organic Chemistry, Leipzig University, Johannisallee 29, 04103 Leipzig, Germany
| | - Angela Berg
- Institute of Organic Chemistry, Leipzig University, Johannisallee 29, 04103 Leipzig, Germany
| | - Linda Blechschmidt
- Institute of Organic Chemistry, Leipzig University, Johannisallee 29, 04103 Leipzig, Germany
| | - Barbara Klüver
- Institute of Organic Chemistry, Leipzig University, Johannisallee 29, 04103 Leipzig, Germany
| | - Stefan Rubner
- Institute of Organic Chemistry, Leipzig University, Johannisallee 29, 04103 Leipzig, Germany
| | - Darwin Y. Fu
- Center for Structural Biology, Vanderbilt University, 465 21st Avenue South, BIOSCI/MRBIII, Nashville, Tennessee 37221, United States
| | - Jens Meiler
- Center for Structural Biology, Vanderbilt University, 465 21st Avenue South, BIOSCI/MRBIII, Nashville, Tennessee 37221, United States
| | - Martin Gräber
- Institute of Organic Chemistry, Leipzig University, Johannisallee 29, 04103 Leipzig, Germany
| | - Thorsten Berg
- Institute of Organic Chemistry, Leipzig University, Johannisallee 29, 04103 Leipzig, Germany
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