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Matos IDA, Dallazen JL, Reis LR, Souza LF, Bevevino RC, de Moura RD, Ronsein GE, Hoch NC, da Costa Júnior NB, Costa SKP, Meotti FC. Targeting Myeloperoxidase Ameliorates Gouty Arthritis: A Virtual Screening Success Story. J Med Chem 2024; 67:12012-12032. [PMID: 38991154 DOI: 10.1021/acs.jmedchem.4c00721] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/13/2024]
Abstract
This study presents a new approach for identifying myeloperoxidase (MPO) inhibitors with strong in vivo efficacy. By combining inhibitor-like rules and structure-based virtual screening, the pipeline achieved a 70% success rate in discovering diverse, nanomolar-potency reversible inhibitors and hypochlorous acid (HOCl) scavengers. Mechanistic analysis identified RL6 as a genuine MPO inhibitor and RL7 as a potent HOCl scavenger. Both compounds effectively suppressed HOCl production in cells and neutrophils, with RL6 showing a superior inhibition of neutrophil extracellular trap release (NETosis). In a gout arthritis mouse model, intraperitoneal RL6 administration reduced edema, peroxidase activity, and IL-1β levels. RL6 also exhibited oral bioavailability, significantly reducing paw edema when administered orally. This study highlights the efficacy of integrating diverse screening methods to enhance virtual screening success, validating the anti-inflammatory potential of potent inhibitors, and advancing the MPO inhibitor research.
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Affiliation(s)
- Isaac de A Matos
- Department of Biochemistry, Institute of Chemistry, University of São Paulo, São Paulo 05508-000, Brazil
| | - Jorge L Dallazen
- Department of Pharmacology, Institute of Biological Sciences, University of São Paulo, São Paulo 05508-000, Brazil
| | - Lorenna R Reis
- Department of Biochemistry, Institute of Chemistry, University of São Paulo, São Paulo 05508-000, Brazil
| | - Luiz Felipe Souza
- Department of Biochemistry, Institute of Chemistry, University of São Paulo, São Paulo 05508-000, Brazil
| | - Regina C Bevevino
- Department of Biochemistry, Institute of Chemistry, University of São Paulo, São Paulo 05508-000, Brazil
| | - Rafael D de Moura
- Department of Biochemistry, Institute of Chemistry, University of São Paulo, São Paulo 05508-000, Brazil
| | - Graziella E Ronsein
- Department of Biochemistry, Institute of Chemistry, University of São Paulo, São Paulo 05508-000, Brazil
| | - Nicolas Carlos Hoch
- Department of Biochemistry, Institute of Chemistry, University of São Paulo, São Paulo 05508-000, Brazil
| | | | - Soraia Kátia P Costa
- Department of Pharmacology, Institute of Biological Sciences, University of São Paulo, São Paulo 05508-000, Brazil
| | - Flavia C Meotti
- Department of Biochemistry, Institute of Chemistry, University of São Paulo, São Paulo 05508-000, Brazil
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2
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Ferreira NCDS, Viviani LG, Lima LM, do Amaral AT, Romano JVP, Fortunato AL, Soares RF, Alberto AVP, Coelho Neto JA, Alves LA. A Hybrid Approach Combining Shape-Based and Docking Methods to Identify Novel Potential P2X7 Antagonists from Natural Product Databases. Pharmaceuticals (Basel) 2024; 17:592. [PMID: 38794162 PMCID: PMC11123696 DOI: 10.3390/ph17050592] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2023] [Revised: 01/06/2024] [Accepted: 01/09/2024] [Indexed: 05/26/2024] Open
Abstract
P2X7 is an ATP-activated purinergic receptor implicated in pro-inflammatory responses. It is associated with the development of several diseases, including inflammatory and neurodegenerative conditions. Although several P2X7 receptor antagonists have recently been reported in the literature, none of them is approved for clinical use. However, the structure of the known antagonists can serve as a scaffold for discovering effective compounds in clinical therapy. This study aimed to propose an improved virtual screening methodology for the identification of novel potential P2X7 receptor antagonists from natural products through the combination of shape-based and docking approaches. First, a shape-based screening was performed based on the structure of JNJ-47965567, a P2X7 antagonist, using two natural product compound databases, MEGx (~5.8 × 103 compounds) and NATx (~32 × 103 compounds). Then, the compounds selected by the proposed shape-based model, with Shape-Tanimoto score values ranging between 0.624 and 0.799, were filtered for drug-like properties. Finally, the compounds that met the drug-like filter criteria were docked into the P2X7 allosteric binding site, using the docking programs GOLD and DockThor. The docking poses with the best score values were submitted to careful visual inspection of the P2X7 allosteric binding site. Based on our established visual inspection criteria, four compounds from the MEGx database and four from the NATx database were finally selected as potential P2X7 receptor antagonists. The selected compounds are structurally different from known P2X7 antagonists, have drug-like properties, and are predicted to interact with key P2X7 allosteric binding pocket residues, including F88, F92, F95, F103, M105, F108, Y295, Y298, and I310. Therefore, the combination of shape-based screening and docking approaches proposed in our study has proven useful in selecting potential novel P2X7 antagonist candidates from natural-product-derived compounds databases. This approach could also be useful for selecting potential inhibitors/antagonists of other receptors and/or biological targets.
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Affiliation(s)
- Natiele Carla da Silva Ferreira
- Laboratory of Cellular Communication, Oswaldo Cruz Foundation, Rio de Janeiro 21040-360, Brazil; (N.C.d.S.F.); (L.M.L.); (J.V.P.R.); (A.L.F.); (A.V.P.A.)
| | - Lucas Gasparello Viviani
- Institute of Chemistry, University of São Paulo, São Paulo 05508-000, Brazil; (L.G.V.); (A.T.d.A.)
| | - Lauro Miranda Lima
- Laboratory of Cellular Communication, Oswaldo Cruz Foundation, Rio de Janeiro 21040-360, Brazil; (N.C.d.S.F.); (L.M.L.); (J.V.P.R.); (A.L.F.); (A.V.P.A.)
| | | | - João Victor Paiva Romano
- Laboratory of Cellular Communication, Oswaldo Cruz Foundation, Rio de Janeiro 21040-360, Brazil; (N.C.d.S.F.); (L.M.L.); (J.V.P.R.); (A.L.F.); (A.V.P.A.)
- Laboratory of Immunobiotechnology, Federal University of Rio de Janeiro, Rio de Janeiro 21941-590, Brazil
| | - Anderson Lage Fortunato
- Laboratory of Cellular Communication, Oswaldo Cruz Foundation, Rio de Janeiro 21040-360, Brazil; (N.C.d.S.F.); (L.M.L.); (J.V.P.R.); (A.L.F.); (A.V.P.A.)
| | - Rafael Ferreira Soares
- Laboratory of Applied Genomics and Bioinnovations, Oswaldo Cruz Foundation, Rio de Janeiro 21040-360, Brazil;
| | - Anael Viana Pinto Alberto
- Laboratory of Cellular Communication, Oswaldo Cruz Foundation, Rio de Janeiro 21040-360, Brazil; (N.C.d.S.F.); (L.M.L.); (J.V.P.R.); (A.L.F.); (A.V.P.A.)
| | - Jose Aguiar Coelho Neto
- National Institute of Industrial Property, Rio de Janeiro 20090-910, Brazil;
- Tijuca Campus, Veiga de Almeida University, Rio de Janeiro 20271-020, Brazil
| | - Luiz Anastacio Alves
- Laboratory of Cellular Communication, Oswaldo Cruz Foundation, Rio de Janeiro 21040-360, Brazil; (N.C.d.S.F.); (L.M.L.); (J.V.P.R.); (A.L.F.); (A.V.P.A.)
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3
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Hwang S, Yun H, Moon S, Cho YE, Gao B. Role of Neutrophils in the Pathogenesis of Nonalcoholic Steatohepatitis. Front Endocrinol (Lausanne) 2021; 12:751802. [PMID: 34707573 PMCID: PMC8542869 DOI: 10.3389/fendo.2021.751802] [Citation(s) in RCA: 26] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/02/2021] [Accepted: 09/23/2021] [Indexed: 12/18/2022] Open
Abstract
Nonalcoholic fatty liver disease (NAFLD) includes a spectrum of liver disorders, from fatty liver to nonalcoholic steatohepatitis (NASH), cirrhosis, and hepatocellular carcinoma. Compared with fatty liver, NASH is characterized by increased liver injury and inflammation, in which liver-infiltrating immune cells, with neutrophil infiltration as a hallmark of NASH, play a critical role in promoting the progression of fatty liver to NASH. Neutrophils are the first responders to injury and infection in various tissues, establishing the first line of defense through multiple mechanisms such as phagocytosis, cytokine secretion, reactive oxygen species production, and neutrophil extracellular trap formation; however, their roles in the pathogenesis of NASH remain obscure. The current review summarizes the roles of neutrophils that facilitate the progression of fatty liver to NASH and their involvement in inflammation resolution during NASH pathogenesis. The notion that neutrophils are potential therapeutic targets for the treatment of NASH is also discussed.
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Affiliation(s)
- Seonghwan Hwang
- College of Pharmacy and Research Institute for Drug Development, Pusan National University, Busan, South Korea
| | - Hwayoung Yun
- College of Pharmacy and Research Institute for Drug Development, Pusan National University, Busan, South Korea
| | - Sungwon Moon
- College of Pharmacy and Research Institute for Drug Development, Pusan National University, Busan, South Korea
| | - Ye Eun Cho
- College of Pharmacy and Research Institute for Drug Development, Pusan National University, Busan, South Korea
| | - Bin Gao
- Laboratory of Liver Diseases, National Institute on Alcohol Abuse and Alcoholism, National Institutes of Health, Bethesda, MD, United States
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4
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Matos IDA, da Costa Júnior NB, Meotti FC. Integration of an Inhibitor-like Rule and Structure-based Virtual Screening for the Discovery of Novel Myeloperoxidase Inhibitors. J Chem Inf Model 2020; 60:6408-6418. [PMID: 33270445 DOI: 10.1021/acs.jcim.0c00813] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
Myeloperoxidase (MPO) is an attractive therapeutic target against inflammation. Herein, we developed an inhibitor-like rule, based on known MPO inhibitors, and generated a target database containing 6546 molecules with privileged inhibitory properties. Using a structure-based approach validated by decoys, robust statistical metrics, redocking, and cross-docking, we selected 10 putative MPO inhibitors with high chemical diversity. At 20 μM, six of these 10 compounds (i.e., 60% success rate) inhibited more than 20% of the chlorinating activity of the enzyme. Additionally, we found that compound ZINC9089086 forms hydrogen bonds with Arg233 and with the hemic carboxylate. It makes a π-stacking interaction with the heme group and displays a high affinity for the enzyme active site. When incubated with purified MPO, ZINC9089086 inhibited the chlorinating activity of the enzyme with an IC50 of 2.2 ± 0.1 μM in a reversible manner. Subsequent experiments revealed that ZINC9089086 inhibited hypochlorous acid production in dHL-60 cells and human neutrophils. Furthermore, the theoretical ADME/Tox profile indicated that this compound exhibits low toxicity risks and adequate pharmacokinetic parameters, thus making ZINC9089086 a very promising candidate for preclinical anti-inflammatory studies. Overall, our study shows that integrating an inhibitor-like rule with a validated structure-based methodology is an excellent approach for improving the success rate and molecular diversity of novel MPO inhibitors with good pharmacokinetics and toxicological profiles. By combining these tools, it was possible to increase the assurance rate, which ultimately diminishes the costs and time needed for the acquisition, synthesis, and evaluation of new compounds.
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Affiliation(s)
- Isaac de Araújo Matos
- Department of Biochemistry, Institute of Chemistry, University of São Paulo, São Paulo, 05508-000, Brazil
| | | | - Flavia Carla Meotti
- Department of Biochemistry, Institute of Chemistry, University of São Paulo, São Paulo, 05508-000, Brazil
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5
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Shaw SA, Vokits BP, Dilger AK, Viet A, Clark CG, Abell LM, Locke GA, Duke G, Kopcho LM, Dongre A, Gao J, Krishnakumar A, Jusuf S, Khan J, Spronk SA, Basso MD, Zhao L, Cantor GH, Onorato JM, Wexler RR, Duclos F, Kick EK. Discovery and structure activity relationships of 7-benzyl triazolopyridines as stable, selective, and reversible inhibitors of myeloperoxidase. Bioorg Med Chem 2020; 28:115723. [PMID: 33007547 DOI: 10.1016/j.bmc.2020.115723] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2020] [Revised: 08/17/2020] [Accepted: 08/18/2020] [Indexed: 01/15/2023]
Abstract
Myeloperoxidase (MPO) is a heme peroxidase found in neutrophils, monocytes and macrophages that efficiently catalyzes the oxidation of endogenous chloride into hypochlorous acid for antimicrobial activity. Chronic MPO activation can lead to indiscriminate protein modification causing tissue damage, and has been associated with chronic inflammatory diseases, atherosclerosis, and acute cardiovascular events. Triazolopyrimidine 5 is a reversible MPO inhibitor; however it suffers from poor stability in acid, and is an irreversible inhibitor of the DNA repair protein methyl guanine methyl transferase (MGMT). Structure-based drug design was employed to discover benzyl triazolopyridines with improved MPO potency, as well as acid stability, no reactivity with MGMT, and selectivity against thyroid peroxidase (TPO). Structure-activity relationships, a crystal structure of the MPO-inhibitor complex, and acute in vivo pharmacodynamic data are described herein.
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Affiliation(s)
- Scott A Shaw
- Bristol Myers Squibb Company, P.O. Box 5400, Princeton, NJ 08543-5400, United States.
| | - Benjamin P Vokits
- Bristol Myers Squibb Company, P.O. Box 5400, Princeton, NJ 08543-5400, United States
| | - Andrew K Dilger
- Bristol Myers Squibb Company, P.O. Box 5400, Princeton, NJ 08543-5400, United States
| | - Andrew Viet
- Bristol Myers Squibb Company, P.O. Box 5400, Princeton, NJ 08543-5400, United States
| | - Charles G Clark
- Bristol Myers Squibb Company, P.O. Box 5400, Princeton, NJ 08543-5400, United States
| | - Lynn M Abell
- Bristol Myers Squibb Company, P.O. Box 5400, Princeton, NJ 08543-5400, United States
| | - Gregory A Locke
- Bristol Myers Squibb Company, P.O. Box 5400, Princeton, NJ 08543-5400, United States
| | - Gerald Duke
- Bristol Myers Squibb Company, P.O. Box 5400, Princeton, NJ 08543-5400, United States
| | - Lisa M Kopcho
- Bristol Myers Squibb Company, P.O. Box 5400, Princeton, NJ 08543-5400, United States
| | - Ashok Dongre
- Bristol Myers Squibb Company, P.O. Box 5400, Princeton, NJ 08543-5400, United States
| | - Ji Gao
- Bristol Myers Squibb Company, P.O. Box 5400, Princeton, NJ 08543-5400, United States
| | - Arathi Krishnakumar
- Bristol Myers Squibb Company, P.O. Box 5400, Princeton, NJ 08543-5400, United States
| | - Sutjano Jusuf
- Bristol Myers Squibb Company, P.O. Box 5400, Princeton, NJ 08543-5400, United States
| | - Javed Khan
- Bristol Myers Squibb Company, P.O. Box 5400, Princeton, NJ 08543-5400, United States
| | - Steven A Spronk
- Bristol Myers Squibb Company, P.O. Box 5400, Princeton, NJ 08543-5400, United States
| | - Michael D Basso
- Bristol Myers Squibb Company, P.O. Box 5400, Princeton, NJ 08543-5400, United States
| | - Lei Zhao
- Bristol Myers Squibb Company, P.O. Box 5400, Princeton, NJ 08543-5400, United States
| | - Glenn H Cantor
- Bristol Myers Squibb Company, P.O. Box 5400, Princeton, NJ 08543-5400, United States
| | - Joelle M Onorato
- Bristol Myers Squibb Company, P.O. Box 5400, Princeton, NJ 08543-5400, United States
| | - Ruth R Wexler
- Bristol Myers Squibb Company, P.O. Box 5400, Princeton, NJ 08543-5400, United States
| | - Franck Duclos
- Bristol Myers Squibb Company, P.O. Box 5400, Princeton, NJ 08543-5400, United States
| | - Ellen K Kick
- Bristol Myers Squibb Company, P.O. Box 5400, Princeton, NJ 08543-5400, United States
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6
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Nyssen P, Mouithys-Mickalad A, Minguet G, Sauvage E, Wouters J, Franck T, Hoebeke M. Morphine, a potential inhibitor of myeloperoxidase activity. Biochim Biophys Acta Gen Subj 2018; 1862:2236-2244. [DOI: 10.1016/j.bbagen.2018.07.007] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2018] [Revised: 07/05/2018] [Accepted: 07/09/2018] [Indexed: 12/22/2022]
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7
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Be Aware of Aggregators in the Search for Potential Human ecto-5'-Nucleotidase Inhibitors. Molecules 2018; 23:molecules23081876. [PMID: 30060466 PMCID: PMC6222861 DOI: 10.3390/molecules23081876] [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: 06/29/2018] [Revised: 07/22/2018] [Accepted: 07/26/2018] [Indexed: 01/09/2023] Open
Abstract
Promiscuous inhibition due to aggregate formation has been recognized as a major concern in drug discovery campaigns. Here, we report some aggregators identified in a virtual screening (VS) protocol to search for inhibitors of human ecto-5′-nucleotidase (ecto-5′-NT/CD73), a promising target for several diseases and pathophysiological events, including cancer, inflammation and autoimmune diseases. Four compounds (A, B, C and D), selected from the ZINC-11 database, showed IC50 values in the micromolar range, being at the same time computationally predicted as potential aggregators. To confirm if they inhibit human ecto-5′-NT via promiscuous mechanism, forming aggregates, enzymatic assays were done in the presence of 0.01% (v/v) Triton X-100 and an increase in the enzyme concentration by 10-fold. Under both experimental conditions, these four compounds showed a significant decrease in their inhibitory activities. To corroborate these findings, turbidimetric assays were performed, confirming that they form aggregate species. Additionally, aggregation kinetic studies were done by dynamic light scattering (DLS) for compound C. None of the identified aggregators has been previously reported in the literature. For the first time, aggregation and promiscuous inhibition issues were systematically studied and evaluated for compounds selected by VS as potential inhibitors for human ecto-5′-NT. Together, our results reinforce the importance of accounting for potential false-positive hits acting by aggregation in drug discovery campaigns to avoid misleading assay results.
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8
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Soubhye J, Chikh Alard I, Aldib I, Prévost M, Gelbcke M, De Carvalho A, Furtmüller PG, Obinger C, Flemmig J, Tadrent S, Meyer F, Rousseau A, Nève J, Mathieu V, Zouaoui Boudjeltia K, Dufrasne F, Van Antwerpen P. Discovery of Novel Potent Reversible and Irreversible Myeloperoxidase Inhibitors Using Virtual Screening Procedure. J Med Chem 2017; 60:6563-6586. [DOI: 10.1021/acs.jmedchem.7b00285] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/27/2023]
Affiliation(s)
- Jalal Soubhye
- Laboratoire
de Chimie Pharmaceutique Organique, Faculté de Pharmacie, Université Libre de Bruxelles, Campus de la Plaine, Boulevard du
Triomphe, 1050 Bruxelles, Belgium
| | - Ibaa Chikh Alard
- Laboratoire
de Pharmacie Galénique et Biopharmacie, Faculté de Pharmacie, Université Libre de Bruxelles, Campus de la Plaine, Boulevard du
Triomphe, 1050 Bruxelles, Belgium
| | - Iyas Aldib
- Laboratoire
de Chimie Pharmaceutique Organique, Faculté de Pharmacie, Université Libre de Bruxelles, Campus de la Plaine, Boulevard du
Triomphe, 1050 Bruxelles, Belgium
| | - Martine Prévost
- Laboratoire
de Structure et Fonction des Membranes Biologiques, Université Libre de Bruxelles, Campus de la Plaine, Boulevard du Triomphe, 1050 Bruxelles, Belgium
| | - Michel Gelbcke
- Laboratoire
de Chimie Pharmaceutique Organique, Faculté de Pharmacie, Université Libre de Bruxelles, Campus de la Plaine, Boulevard du
Triomphe, 1050 Bruxelles, Belgium
| | - Annelise De Carvalho
- Laboratoire
de Cancérologie et Toxicologie Expérimentale, Faculté
de Pharmacie, Université Libre de Bruxelles, Campus de la Plaine, Boulevard du Triomphe, 1050 Bruxelles, Belgium
| | - Paul G. Furtmüller
- Department
of Chemistry, BOKU—University of Natural Resources and Life Sciences, 1190 Vienna, Austria
| | - Christian Obinger
- Department
of Chemistry, BOKU—University of Natural Resources and Life Sciences, 1190 Vienna, Austria
| | - Jörg Flemmig
- Institute
for Medical Physics and Biophysics, Medical Faculty, University of Leipzig, Haertelstrasse 16−18, 04107 Leipzig, Germany
| | - Sara Tadrent
- Laboratoire
de Chimie Pharmaceutique Organique, Faculté de Pharmacie, Université Libre de Bruxelles, Campus de la Plaine, Boulevard du
Triomphe, 1050 Bruxelles, Belgium
| | - Franck Meyer
- Laboratory
of Biopolymers and Supramolecular Nanomaterials, Faculty of Pharmacy, Université Libre de Bruxelles, Campus de la Plaine, Boulevard du
Triomphe, 1050 Bruxelles, Belgium
| | - Alexandre Rousseau
- Laboratory
of Experimentral Medicine, CHU Charleroi, A. Vsale Hospital, and Université Libre de Bruxelles, 6110 Montigny-le-Tilleul, Belgium
| | - Jean Nève
- Laboratoire
de Chimie Pharmaceutique Organique, Faculté de Pharmacie, Université Libre de Bruxelles, Campus de la Plaine, Boulevard du
Triomphe, 1050 Bruxelles, Belgium
| | - Véronique Mathieu
- Laboratoire
de Cancérologie et Toxicologie Expérimentale, Faculté
de Pharmacie, Université Libre de Bruxelles, Campus de la Plaine, Boulevard du Triomphe, 1050 Bruxelles, Belgium
| | - Karim Zouaoui Boudjeltia
- Laboratory
of Experimentral Medicine, CHU Charleroi, A. Vsale Hospital, and Université Libre de Bruxelles, 6110 Montigny-le-Tilleul, Belgium
| | - François Dufrasne
- Laboratoire
de Chimie Pharmaceutique Organique, Faculté de Pharmacie, Université Libre de Bruxelles, Campus de la Plaine, Boulevard du
Triomphe, 1050 Bruxelles, Belgium
| | - Pierre Van Antwerpen
- Laboratoire
de Chimie Pharmaceutique Organique, Faculté de Pharmacie, Université Libre de Bruxelles, Campus de la Plaine, Boulevard du
Triomphe, 1050 Bruxelles, Belgium
- Analytical
Platform of the Faculty of Pharmacy, Université Libre de Bruxelles, Campus de la Plaine, Boulevard du Triomphe, 1050 Bruxelles, Belgium
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9
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Soubhye J, Gelbcke M, Van Antwerpen P, Dufrasne F, Boufadi MY, Nève J, Furtmüller PG, Obinger C, Zouaoui Boudjeltia K, Meyer F. From Dynamic Combinatorial Chemistry to in Vivo Evaluation of Reversible and Irreversible Myeloperoxidase Inhibitors. ACS Med Chem Lett 2017; 8:206-210. [PMID: 28197313 DOI: 10.1021/acsmedchemlett.6b00417] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2016] [Accepted: 12/02/2016] [Indexed: 11/29/2022] Open
Abstract
The implementation of dynamic combinatorial libraries allowed the determination of highly active reversible and irreversible inhibitors of myeloperoxidase (MPO) at the nanomolar level. Docking experiments highlighted the interaction between the most active ligands and MPO, and further kinetic studies defined the mode of inhibition of these compounds. Finally, in vivo evaluation showed that one dose of irreversible inhibitors is able to suppress the activity of MPO after inducing inflammation.
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Affiliation(s)
- Jalal Soubhye
- Chimie
Pharmaceutique Organique, Faculty of pharmacy, Université Libre de Bruxelles (ULB), Boulevard du Triomphe, 1050 Bruxelles, Belgium
| | - Michel Gelbcke
- Chimie
Pharmaceutique Organique, Faculty of pharmacy, Université Libre de Bruxelles (ULB), Boulevard du Triomphe, 1050 Bruxelles, Belgium
| | - Pierre Van Antwerpen
- Chimie
Pharmaceutique Organique, Faculty of pharmacy, Université Libre de Bruxelles (ULB), Boulevard du Triomphe, 1050 Bruxelles, Belgium
| | - François Dufrasne
- Chimie
Pharmaceutique Organique, Faculty of pharmacy, Université Libre de Bruxelles (ULB), Boulevard du Triomphe, 1050 Bruxelles, Belgium
| | - Mokhtaria Yasmina Boufadi
- Chimie
Pharmaceutique Organique, Faculty of pharmacy, Université Libre de Bruxelles (ULB), Boulevard du Triomphe, 1050 Bruxelles, Belgium
- Laboratory
of Beneficial Microorganisms, Functional Food and Health (LMBAFS),
Faculty of Natural Sciences and Life, Université de Abdelhamid Ibn Badis, 27000 Mostaganem, Algeria
| | - Jean Nève
- Chimie
Pharmaceutique Organique, Faculty of pharmacy, Université Libre de Bruxelles (ULB), Boulevard du Triomphe, 1050 Bruxelles, Belgium
| | - Paul G. Furtmüller
- Department
of Chemistry, BOKU−University of Natural Resources and Life Sciences, 1190 Vienna, Austria
| | - Christian Obinger
- Department
of Chemistry, BOKU−University of Natural Resources and Life Sciences, 1190 Vienna, Austria
| | - Karim Zouaoui Boudjeltia
- Laboratory
of Experimental Medicine (ULB 222 unit), Université Libre de Bruxelles, Chu de Charleroi, 6110 Belgium
| | - Franck Meyer
- Laboratory
of Biopolymers and Supramolecular Nanomaterials, Faculty of Pharmacy, Université Libre de Bruxelles (ULB), Boulevard du Triomphe, 1050 Bruxelles, Belgium
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10
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Novel bis-arylalkylamines as myeloperoxidase inhibitors: Design, synthesis, and structure-activity relationship study. Eur J Med Chem 2016; 123:746-762. [DOI: 10.1016/j.ejmech.2016.07.053] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2016] [Revised: 07/05/2016] [Accepted: 07/22/2016] [Indexed: 01/15/2023]
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11
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Van Antwerpen P, Zouaoui Boudjeltia K. Rational drug design applied to myeloperoxidase inhibition. Free Radic Res 2015; 49:711-20. [DOI: 10.3109/10715762.2015.1027201] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/26/2023]
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12
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Sidhu PS, Mosier PD, Zhou Q, Desai UR. On scaffold hopping: challenges in the discovery of sulfated small molecules as mimetics of glycosaminoglycans. Bioorg Med Chem Lett 2012; 23:355-9. [PMID: 23164711 DOI: 10.1016/j.bmcl.2012.10.079] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2012] [Revised: 10/04/2012] [Accepted: 10/15/2012] [Indexed: 01/25/2023]
Abstract
The design of sulfated, small, nonsaccharide molecules as modulators of proteins is still in its infancy as standard drug discovery tools such as library of diverse sulfated molecules and in silico docking and scoring protocol have not been firmly established. Databases, such as ZINC, contain too few sulfate-containing nonsaccharide molecules, which severely limits the identification of new hits. Lack of a generally applicable protocol for scaffold hopping limits the development of sulfated small molecules as synthetic mimetics of the highly sulfated glycosaminoglycans. We explored a sequential ligand-based (LBVS) and structure-based virtual screening (SBVS) approach starting from our initial discovery of monosulfated benzofurans to discover alternative scaffolds as allosteric modulators of thrombin, a key coagulation enzyme. Screening the ZINC database containing nearly 1 million nonsulfated small molecules using a pharmacophore developed from the parent sulfated benzofurans followed by a genetic algorithm-based dual-filter docking and scoring screening identified a group of 10 promising hits, of which three top-scoring hits were synthesized. Each was found to selectively inhibit human alpha-thrombin suggesting the possibility of this approach for scaffold hopping. Michaelis-Menten kinetics showed allosteric inhibition mechanism for the best molecule and human plasma studies confirmed good anticoagulation potential as expected. Our simple sequential LBVS and SBVS approach is likely to be useful as a general strategy for identification of sulfated small molecules hits as modulators of glycosaminoglycan-protein interactions.
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Affiliation(s)
- Preetpal S Sidhu
- Department of Medicinal Chemistry and Institute for Structural Biology and Drug Discovery, Virginia Commonwealth University, Richmond, VA 23219, United States
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Aldib I, Soubhye J, Zouaoui Boudjeltia K, Vanhaeverbeek M, Rousseau A, Furtmüller PG, Obinger C, Dufrasne F, Nève J, Van Antwerpen P, Prévost M. Evaluation of New Scaffolds of Myeloperoxidase Inhibitors by Rational Design Combined with High-Throughput Virtual Screening. J Med Chem 2012; 55:7208-18. [DOI: 10.1021/jm3007245] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Iyas Aldib
- Laboratoire de Chimie Pharmaceutique Organique, Faculté de Pharmacie, Université Libre de Bruxelles, Brussels, Belgium
| | - Jalal Soubhye
- Laboratoire de Chimie Pharmaceutique Organique, Faculté de Pharmacie, Université Libre de Bruxelles, Brussels, Belgium
| | - Karim Zouaoui Boudjeltia
- Laboratory of Experimentral Medicine, CHU Charleroi, A. Vesale Hospital, Université Libre de Bruxelles, Montigny-le-Tilleul, Belgium
| | - Michel Vanhaeverbeek
- Laboratory of Experimentral Medicine, CHU Charleroi, A. Vesale Hospital, Université Libre de Bruxelles, Montigny-le-Tilleul, Belgium
| | - Alexandre Rousseau
- Laboratory of Experimentral Medicine, CHU Charleroi, A. Vesale Hospital, Université Libre de Bruxelles, Montigny-le-Tilleul, Belgium
| | - Paul G. Furtmüller
- Department of Chemistry, Division of Biochemistry at the Vienna Institute of BioTechnology, BOKU—University of Natural Resources and Life Sciences, Muthgasse 18, A-1190 Vienna
| | - Christian Obinger
- Department of Chemistry, Division of Biochemistry at the Vienna Institute of BioTechnology, BOKU—University of Natural Resources and Life Sciences, Muthgasse 18, A-1190 Vienna
| | - Francois Dufrasne
- Laboratoire de Chimie Pharmaceutique Organique, Faculté de Pharmacie, Université Libre de Bruxelles, Brussels, Belgium
| | - Jean Nève
- Laboratoire de Chimie Pharmaceutique Organique, Faculté de Pharmacie, Université Libre de Bruxelles, Brussels, Belgium
| | - Pierre Van Antwerpen
- Laboratoire de Chimie Pharmaceutique Organique, Faculté de Pharmacie, Université Libre de Bruxelles, Brussels, Belgium
- Analytical Platform of the Faculty of Pharmacy, Université Libre de Bruxelles, Brussels, Belgium
| | - Martine Prévost
- Laboratoire de Structure et Fonction des Membranes Biologiques, Université Libre de Bruxelles, Brussels, Belgium
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