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Marciniak M, Mróz P, Napolitano V, Kalel VC, Fino R, Pykacz E, Schliebs W, Plettenburg O, Erdmann R, Sattler M, Popowicz GM, Dawidowski M. Development of novel PEX5-PEX14 protein-protein interaction (PPI) inhibitors based on an oxopiperazine template. Eur J Med Chem 2023; 258:115587. [PMID: 37406382 DOI: 10.1016/j.ejmech.2023.115587] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2023] [Revised: 06/10/2023] [Accepted: 06/20/2023] [Indexed: 07/07/2023]
Abstract
Protein-protein interactions (PPIs) constitute an important but challenging class of molecular targets for small molecules. The PEX5-PEX14 PPI has been shown to play a critical role in glycosome biogenesis and its disruption impairs the metabolism in Trpanosoma parasites, eventually leading to their death. Therefore, this PPI is a potential molecular target for new drugs against diseases caused by Trypanosoma infections. Here, we report a new class of peptidomimetic scaffolds to target the PEX5-PEX14 PPI. The molecular design was based on an oxopiperazine template for the α-helical mimetics. A structural simplification along with modifications of the central oxopiperazine scaffold and addressing the lipophilic interactions led to the development of peptidomimetics that inhibit PEX5-TbPEX14 PPI and display cellular activity against T. b. brucei. This approach provides an alternative approach towards the development of trypanocidal agents and may be generally useful for the design of helical mimetics as PPI inhibitors.
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Affiliation(s)
- Monika Marciniak
- Department of Drug Technology and Pharmaceutical Biotechnology Medical University of Warsaw, Banacha 1, 02-097, Warszawa, Poland
| | - Piotr Mróz
- Department of Drug Technology and Pharmaceutical Biotechnology Medical University of Warsaw, Banacha 1, 02-097, Warszawa, Poland
| | - Valeria Napolitano
- Institute of Structural Biology, Molecular Targets and Therapeutics Center, Helmholtz Zentrum München, Ingolstädter Landstrasse 1, 85764, Neuherberg, Germany
| | - Vishal C Kalel
- Institute of Biochemistry and Pathobiochemistry, Department of Systems Biochemistry, Faculty of Medicine, Ruhr-University Bochum, 44780, Bochum, Germany
| | - Roberto Fino
- Institute of Structural Biology, Molecular Targets and Therapeutics Center, Helmholtz Zentrum München, Ingolstädter Landstrasse 1, 85764, Neuherberg, Germany
| | - Emilia Pykacz
- Department of Drug Technology and Pharmaceutical Biotechnology Medical University of Warsaw, Banacha 1, 02-097, Warszawa, Poland
| | - Wolfgang Schliebs
- Institute of Biochemistry and Pathobiochemistry, Department of Systems Biochemistry, Faculty of Medicine, Ruhr-University Bochum, 44780, Bochum, Germany
| | - Oliver Plettenburg
- Institute of Medicinal Chemistry, Molecular Targets and Therapeutics Center, Helmholtz Zentrum München, Ingolstädter Landstr. 1, Neuherberg, 85764, Germany; Center of Biomolecular Drug Research (BMWZ), Institute of Organic Chemistry, Leibniz Universität Hannover, Schneiderberg 1b, Hannover, 30167, Germany
| | - Ralf Erdmann
- Institute of Biochemistry and Pathobiochemistry, Department of Systems Biochemistry, Faculty of Medicine, Ruhr-University Bochum, 44780, Bochum, Germany
| | - Michael Sattler
- Institute of Structural Biology, Molecular Targets and Therapeutics Center, Helmholtz Zentrum München, Ingolstädter Landstrasse 1, 85764, Neuherberg, Germany; Bavarian NMR Center, Department of Bioscience, School of Natural Sciences, Technical University of Munich, Lichtenbergstrasse 4, 85747, Garching, Germany
| | - Grzegorz M Popowicz
- Institute of Structural Biology, Molecular Targets and Therapeutics Center, Helmholtz Zentrum München, Ingolstädter Landstrasse 1, 85764, Neuherberg, Germany; Bavarian NMR Center, Department of Bioscience, School of Natural Sciences, Technical University of Munich, Lichtenbergstrasse 4, 85747, Garching, Germany
| | - Maciej Dawidowski
- Department of Drug Technology and Pharmaceutical Biotechnology Medical University of Warsaw, Banacha 1, 02-097, Warszawa, Poland.
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Omori A, Sasaki S, Kikukawa T, Shimono K, Miyauchi S. Elucidation of a Thermodynamical Feature Attributed to Substrate Binding to the Prokaryotic H +/Oligopeptide Cotransporter YdgR with Calorimetric Analysis: The Substrate Binding Driven by the Change in Entropy Implies the Release of Bound Water Molecules from the Binding Pocket. Biochemistry 2023. [PMID: 37163674 DOI: 10.1021/acs.biochem.2c00673] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/12/2023]
Abstract
Here, we have elucidated the substrate recognition mechanism by a prokaryotic H+/oligopeptide cotransporter, YdgR, using isothermal titration calorimetry. Under acidic conditions (pH 6.0), the binding of a dipeptide, Val-Ala, to YdgR elicited endothermic enthalpy, which compensated for the increase in entropy due to dipeptide binding. A series of dipeptides were used in the binding titration. The dipeptides represent Val-X and X-Val, where X is Ala, Ser, Val, Tyr, or Phe. Most dipeptides revealed endothermic enthalpy, which was completely compensated by the increase in entropy due to dipeptide binding. The change in enthalpy due to binding correlated well with the change in entropy, whereas the Gibbs free energy involved in the binding of the dipeptide to YdgR remained unchanged irrespective of dipeptide sequences, implying that the binding reaction was driven by entropy, that is, the release of bound water molecules in the binding pocket. It is also important to clarify that, based on the prediction of water molecules in the ligand-binding pocket of YdgR, the release of three bound water molecules in the putative substrate binding pocket occurred through binding to YdgR. In the comparison of Val-X and X-Val dipeptides, the N-terminal region of the binding pocket might contain more bound water molecules than the C-terminal region. In light of these findings, we suggest that bound water molecules might play an important role in substrate recognition and binding by YdgR.
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Affiliation(s)
- Akiko Omori
- Faculty of Pharmaceutical Sciences, Toho University, 2-2-1 Miyama, Funabashi, Chiba 274-8510, Japan
| | - Shotaro Sasaki
- Faculty of Pharmaceutical Sciences, Toho University, 2-2-1 Miyama, Funabashi, Chiba 274-8510, Japan
| | - Takashi Kikukawa
- Faculty of Advanced Life Science, Hokkaido University, Kita 10, Nishi 8, Kita-ku, Sapporo 060-0810, Japan
| | - Kazumi Shimono
- Faculty of Pharmaceutical Sciences, Toho University, 2-2-1 Miyama, Funabashi, Chiba 274-8510, Japan
- Faculty of Pharmaceutical Sciences, Sojo University, 4-22-1 Ikeda Nishi-ku, Kumamoto 860-0082, Japan
| | - Seiji Miyauchi
- Faculty of Pharmaceutical Sciences, Toho University, 2-2-1 Miyama, Funabashi, Chiba 274-8510, Japan
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Kolos JM, Pomplun S, Jung S, Rieß B, Purder PL, Voll AM, Merz S, Gnatzy M, Geiger TM, Quist-Løkken I, Jatzlau J, Knaus P, Holien T, Bracher A, Meyners C, Czodrowski P, Krewald V, Hausch F. Picomolar FKBP inhibitors enabled by a single water-displacing methyl group in bicyclic [4.3.1] aza-amides. Chem Sci 2021; 12:14758-14765. [PMID: 34820091 PMCID: PMC8597852 DOI: 10.1039/d1sc04638a] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2021] [Accepted: 10/22/2021] [Indexed: 01/30/2023] Open
Abstract
Methyl groups can have profound effects in drug discovery but the underlying mechanisms are diverse and incompletely understood. Here we report the stereospecific effect of a single, solvent-exposed methyl group in bicyclic [4.3.1] aza-amides, robustly leading to a 2 to 10-fold increase in binding affinity for FK506-binding proteins (FKBPs). This resulted in the most potent and efficient FKBP ligands known to date. By a combination of co-crystal structures, isothermal titration calorimetry (ITC), density-functional theory (DFT), and 3D reference interaction site model (3D-RISM) calculations we elucidated the origin of the observed affinity boost, which was purely entropically driven and relied on the displacement of a water molecule at the protein-ligand-bulk solvent interface. The best compounds potently occupied FKBPs in cells and enhanced bone morphogenic protein (BMP) signaling. Our results show how subtle manipulation of the solvent network can be used to design atom-efficient ligands for difficult, solvent-exposed binding pockets.
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Affiliation(s)
- Jürgen M Kolos
- Department of Chemistry, Technical University of Darmstadt Alarich-Weiss-Straße 4 64293 Darmstadt Germany .,Max Planck Institute of Psychiatry Kraepelinstr. 2-10 80804 München Germany
| | - Sebastian Pomplun
- Max Planck Institute of Psychiatry Kraepelinstr. 2-10 80804 München Germany
| | - Sascha Jung
- Technische Universität Dortmund, Fakultät für Chemie und Chemische Biologie Otto-Hahn-Straße 6 44227 Dortmund Germany
| | - Benedikt Rieß
- Max Planck Institute of Psychiatry Kraepelinstr. 2-10 80804 München Germany
| | - Patrick L Purder
- Department of Chemistry, Technical University of Darmstadt Alarich-Weiss-Straße 4 64293 Darmstadt Germany
| | - Andreas M Voll
- Department of Chemistry, Technical University of Darmstadt Alarich-Weiss-Straße 4 64293 Darmstadt Germany
| | - Stephanie Merz
- Department of Chemistry, Technical University of Darmstadt Alarich-Weiss-Straße 4 64293 Darmstadt Germany
| | - Monika Gnatzy
- Department of Chemistry, Technical University of Darmstadt Alarich-Weiss-Straße 4 64293 Darmstadt Germany
| | - Thomas M Geiger
- Department of Chemistry, Technical University of Darmstadt Alarich-Weiss-Straße 4 64293 Darmstadt Germany
| | - Ingrid Quist-Løkken
- Department of Clinical and Molecular Medicine, Norwegian University of Science and Technology 7491 Trondheim Norway.,Department of Immunology and Transfusion Medicine, St. Olav's University Hospital 7030 Trondheim Norway.,Department of Hematology, St. Olav's University Hospital 7030 Trondheim Norway
| | - Jerome Jatzlau
- Institute for Chemistry and Biochemistry, Freie Universität Berlin 14195 Berlin Germany
| | - Petra Knaus
- Institute for Chemistry and Biochemistry, Freie Universität Berlin 14195 Berlin Germany
| | - Toril Holien
- Department of Clinical and Molecular Medicine, Norwegian University of Science and Technology 7491 Trondheim Norway.,Department of Immunology and Transfusion Medicine, St. Olav's University Hospital 7030 Trondheim Norway.,Department of Hematology, St. Olav's University Hospital 7030 Trondheim Norway
| | - Andreas Bracher
- Research Department Cellular Biochemistry, Max Planck Institute of Biochemistry Am Klopferspitz 18, 82152 Planegg Germany
| | - Christian Meyners
- Department of Chemistry, Technical University of Darmstadt Alarich-Weiss-Straße 4 64293 Darmstadt Germany
| | - Paul Czodrowski
- Technische Universität Dortmund, Fakultät für Chemie und Chemische Biologie Otto-Hahn-Straße 6 44227 Dortmund Germany
| | - Vera Krewald
- Department of Chemistry, Technical University of Darmstadt Alarich-Weiss-Straße 4 64293 Darmstadt Germany
| | - Felix Hausch
- Department of Chemistry, Technical University of Darmstadt Alarich-Weiss-Straße 4 64293 Darmstadt Germany
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Zaucha J, Softley CA, Sattler M, Frishman D, Popowicz GM. Deep learning model predicts water interaction sites on the surface of proteins using limited-resolution data. Chem Commun (Camb) 2020; 56:15454-15457. [PMID: 33237041 DOI: 10.1039/d0cc04383d] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
We develop a residual deep learning model, hotWater (https://pypi.org/project/hotWater/), to identify key water interaction sites on proteins for binding models and drug discovery. This is tested on new crystal structures, as well as cryo-EM and NMR structures from the PDB and in crystallographic refinement with promising results.
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Affiliation(s)
- Jan Zaucha
- Department of Bioinformatics, Wissenschaftszentrum Weihenstephan, Technische Universität München, Maximus-von-Imhof-Forum 3, 85354 Freising, Germany.
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