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Melendez-Martinez D, Morales-Martinez A, Sierra-Valdez F, Cossío-Ramírez R, Lozano O, Mayolo-Deloisa K, Rito-Palomares M, Benavides J. Insights into the mechanism of crotamine and potential targets involved in obesity-related metabolic pathways. Comput Biol Med 2024; 181:109049. [PMID: 39180854 DOI: 10.1016/j.compbiomed.2024.109049] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2024] [Revised: 07/16/2024] [Accepted: 08/18/2024] [Indexed: 08/27/2024]
Abstract
Crotamine (Ctm) is a peptide isolated from Crotalus durissus terrificus venom. This molecule has been demonstrated to diminish body weight gain and enhance browning in adipose tissue, glucose tolerance, and insulin sensitivity; hence, it has been postulated as an anti-obesogenic peptide. However, the mechanism to elicit the anti-obesogenic effects has yet to be elucidated. Thus, we investigated the possible interaction of Ctm with receptors involved in obesity-related metabolic pathways through protein-protein docking and molecular dynamics refinement. To test the anti-obesogenic mechanism of Ctm, we selected and retrieved 18 targets involved in obesity-related drug discovery from Protein Data Bank. Then, we performed protein-protein dockings. The best three Ctm-target models were selected and refined by molecular dynamics simulations. Molecular docking demonstrated that Ctm was able to interact with 13 of the 18 targets tested. Having a better docking score with glucagon-like peptide-1 receptor (GLP-1R) (-1430.2 kcal/mol), DPP-IV (dipeptidyl peptidase-IV) (-1781.7 kcal/mol) and α-glucosidase (-1232.3 kcal/mol). These three models were refined by molecular dynamics. Ctm demonstrated a higher affinity for GLP-1R (ΔG: -41.886 ± 2.289 kcal/mol). However, Ctm interaction was more stable with DPP-IV (RMSD: 0.360 ± 0.015 nm, Radius of gyration: 2.781 ± 0.009 nm). Moreover, the number of interactions and the molecular mechanics energies of Ctm residues suggest that the interaction of Ctm with these receptors is mainly mediated by basic-hydrophobic dyads Y1-K2, W31-R32, and W33-R34. Together, all these results allow elucidating a possible molecular mechanism behind the previously described anti-obesogenic effects.
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Affiliation(s)
- David Melendez-Martinez
- Tecnologico de Monterrey, Institute for Obesity Research, Ave. Eugenio Garza Sada Sur 2501, C.P. 64849 Monterrey, N.L, Mexico; Tecnologico de Monterrey, Escuela de Ingeniería y Ciencias, Ave. Eugenio Garza Sada Sur 2501, C.P. 64849 Monterrey, N.L, Mexico
| | - Adriana Morales-Martinez
- Tecnologico de Monterrey, Institute for Obesity Research, Ave. Eugenio Garza Sada Sur 2501, C.P. 64849 Monterrey, N.L, Mexico; Tecnologico de Monterrey, Escuela de Ingeniería y Ciencias, Ave. Eugenio Garza Sada Sur 2501, C.P. 64849 Monterrey, N.L, Mexico; Tecnologico de Monterrey, Escuela de Medicina y Ciencias de la Salud, C.P. 64460 Monterrey, N.L, Mexico
| | - Francisco Sierra-Valdez
- Tecnologico de Monterrey, Escuela de Ingeniería y Ciencias, Ave. Eugenio Garza Sada Sur 2501, C.P. 64849 Monterrey, N.L, Mexico
| | - Raquel Cossío-Ramírez
- Tecnologico de Monterrey, Escuela de Ingeniería y Ciencias, Ave. Eugenio Garza Sada Sur 2501, C.P. 64849 Monterrey, N.L, Mexico
| | - Omar Lozano
- Tecnologico de Monterrey, Institute for Obesity Research, Ave. Eugenio Garza Sada Sur 2501, C.P. 64849 Monterrey, N.L, Mexico; Tecnologico de Monterrey, Escuela de Medicina y Ciencias de la Salud, C.P. 64460 Monterrey, N.L, Mexico
| | - Karla Mayolo-Deloisa
- Tecnologico de Monterrey, Institute for Obesity Research, Ave. Eugenio Garza Sada Sur 2501, C.P. 64849 Monterrey, N.L, Mexico; Tecnologico de Monterrey, Escuela de Ingeniería y Ciencias, Ave. Eugenio Garza Sada Sur 2501, C.P. 64849 Monterrey, N.L, Mexico
| | - Marco Rito-Palomares
- Tecnologico de Monterrey, Institute for Obesity Research, Ave. Eugenio Garza Sada Sur 2501, C.P. 64849 Monterrey, N.L, Mexico; Tecnologico de Monterrey, Escuela de Medicina y Ciencias de la Salud, C.P. 64460 Monterrey, N.L, Mexico
| | - Jorge Benavides
- Tecnologico de Monterrey, Institute for Obesity Research, Ave. Eugenio Garza Sada Sur 2501, C.P. 64849 Monterrey, N.L, Mexico; Tecnologico de Monterrey, Escuela de Ingeniería y Ciencias, Ave. Eugenio Garza Sada Sur 2501, C.P. 64849 Monterrey, N.L, Mexico.
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Das BC, Chokkalingam P, Shareef MA, Shukla S, Das S, Saito M, Weiss LM. Methionine aminopeptidases: Potential therapeutic target for microsporidia and other microbes. J Eukaryot Microbiol 2024; 71:e13036. [PMID: 39036929 DOI: 10.1111/jeu.13036] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2024] [Revised: 05/06/2024] [Accepted: 05/16/2024] [Indexed: 07/23/2024]
Abstract
Methionine aminopeptidases (MetAPs) have emerged as a target for medicinal chemists in the quest for novel therapeutic agents for treating cancer, obesity, and other disorders. Methionine aminopeptidase is a metalloenzyme with two structurally distinct forms in humans, MetAP-1 and MetAP-2. The MetAP2 inhibitor fumagillin, which was used as an amebicide in the 1950s, has been used for the successful treatment of microsporidiosis in humans; however, it is no longer commercially available. Despite significant efforts and investments by many pharmaceutical companies, no new MetAP inhibitors have been approved for the clinic. Several lead compounds have been designed and synthesized by researchers as potential inhibitors of MetAP and evaluated for their potential activity in a wide range of diseases. MetAP inhibitors such as fumagillin, TNP-470, beloranib, and reversible inhibitors and their analogs guide new prospects for MetAP inhibitor development in the ongoing quest for new pharmacological indications. This perspective provides insights into recent advances related to MetAP, as a potential therapeutic target in drug discovery, bioactive small molecule MetAP2 inhibitors, and data on the role of MetAP-2 as a therapeutic target for microsporidiosis.
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Affiliation(s)
- Bhaskar C Das
- Arnold and Marie Schwartz College of Pharmacy and Health Sciences, Long Island University, Brooklyn, New York, USA
- Department of Medicine and Pharmacological Sciences, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Parthiban Chokkalingam
- Arnold and Marie Schwartz College of Pharmacy and Health Sciences, Long Island University, Brooklyn, New York, USA
| | - Mohammed Adil Shareef
- Arnold and Marie Schwartz College of Pharmacy and Health Sciences, Long Island University, Brooklyn, New York, USA
| | - Srushti Shukla
- Arnold and Marie Schwartz College of Pharmacy and Health Sciences, Long Island University, Brooklyn, New York, USA
| | - Sasmita Das
- Arnold and Marie Schwartz College of Pharmacy and Health Sciences, Long Island University, Brooklyn, New York, USA
| | - Mariko Saito
- Nathan S. Kline Institute for Psychiatric Research, Orangeburg, New York, USA
| | - Louis M Weiss
- Departments of Pathology and Medicine (Infectious Diseases), Albert Einstein College of Medicine, Bronx, New York, USA
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Bhat SY. Drug targeting of aminopeptidases: importance of deploying a right metal cofactor. Biophys Rev 2024; 16:249-256. [PMID: 38737204 PMCID: PMC11078913 DOI: 10.1007/s12551-024-01192-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2021] [Accepted: 05/05/2022] [Indexed: 05/14/2024] Open
Abstract
Aminopeptidases are metal co-factor-dependent hydrolases releasing N-terminal amino acid residues from peptides. Many of these enzymes, particularly the M24 methionine aminopeptidases (MetAPs), are considered valid drug targets in the fight against many parasitic and non-parasitic diseases. Targeting MetAPs has shown promising results against the malarial parasite, Plasmodium, which is regarded as potential anti-cancer targets. While targeting these essential enzymes represents a potentially promising approach, many challenges are often ignored by scientists when designing drugs or inhibitory scaffolds against the MetAPs. One such aspect is the metal co-factor, with inadequate attention paid to its role in catalysis, folding and remodeling of the catalytic site, and its role in inhibitor binding or potency. Knowing that a metal co-factor is essential for aminopeptidase enzyme activity and active site remodeling, it is intriguing that most computational biologists often ignore the metal ion while screening millions of potential inhibitors to find hits. Ironically, a similar trend is followed by biologists who avoid metal promiscuity of these enzymes while screening inhibitor libraries in vitro which may lead to false positives. This review highlights the importance of considering a physiologically relevant metal co-factor during the drug discovery processes targeting metal-dependent aminopeptidases. Graphical abstract
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Rubina, Moin ST. Attempting Well-Tempered Funnel Metadynamics Simulations for the Evaluation of the Binding Kinetics of Methionine Aminopeptidase-II Inhibitors. J Chem Inf Model 2023; 63:7729-7743. [PMID: 38059911 DOI: 10.1021/acs.jcim.3c01130] [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: 12/08/2023]
Abstract
Understanding the unbinding kinetics of protein-ligand complexes is considered a significant approach for the design of ligands with desired specificity and safety. In recent years, enhanced sampling methods have emerged as effective tools for studying the unbinding kinetics of protein-ligand complexes at the atomistic level. MetAP-II is a target for the treatment of cancer for which not a single effective drug is available yet. The identification of the dissociation rate of ligands from the complexes often serves as a better predictor for in vivo efficacy than the ligands' binding affinity. Here, funnel-based restraint well-tempered metadynamics simulations were applied to predict the residence time of two ligands bound to MetAP-II, along with the ligand association and dissociation mechanism involving the identification of the binding hotspot during ligand egress. The ligand-egressing route revealed by metadynamics simulations also correlated with the identified pathways from the CAVER analysis and by the enhanced sampling simulation using PLUMED. Ligand 1 formed a strong H-bond interaction with GLU364 estimating a higher residence time of 28.22 ± 5.29 ns in contrast to ligand 2 with a residence time of 19.05 ± 3.58 ns, which easily dissociated from the binding pocket of MetAP-II. The results obtained from the simulations were consistent to reveal ligand 1 being superior to ligand 2; however, the experimental data related to residence time were close for both ligands, and no kinetic data were available for ligand 2. The current study could be considered the first attempt to apply an enhanced sampling method for the evaluation of the binding kinetics and thermodynamics of two different classes of ligands to a binuclear metalloprotein.
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Affiliation(s)
- Rubina
- Third World Center for Science and Technology H.E.J. Research Institute of Chemistry, International Center for Chemical and Biological Science University of Karachi, Karachi 75270, Pakistan
| | - Syed Tarique Moin
- Third World Center for Science and Technology H.E.J. Research Institute of Chemistry, International Center for Chemical and Biological Science University of Karachi, Karachi 75270, Pakistan
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Goya Grocin A, Kallemeijn WW, Tate EW. Targeting methionine aminopeptidase 2 in cancer, obesity, and autoimmunity. Trends Pharmacol Sci 2021; 42:870-882. [PMID: 34446297 DOI: 10.1016/j.tips.2021.07.004] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2021] [Revised: 07/21/2021] [Accepted: 07/25/2021] [Indexed: 11/24/2022]
Abstract
For over three decades, methionine aminopeptidase 2 (MetAP2) has been a tentative drug target for the treatment of cancer, obesity, and autoimmune diseases. Currently, no MetAP2 inhibitors (MetAP2i) have reached the clinic yet, despite considerable investment by major pharmaceutical companies. Here, we summarize the key series of MetAP2i developed to date and discuss their clinical development, progress, and issues. We coalesce the currently disparate knowledge regarding MetAP2i mechanism of action and discuss discrepancies across varied studies. Finally, we highlight the current knowledge gaps that need to be addressed to enable successful development of MetAP2 inhibitors in clinical settings.
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Affiliation(s)
- Andrea Goya Grocin
- Department of Chemistry, Imperial College London, Molecular Sciences Research Hub, London W12 0BZ, UK; The Francis Crick Institute, London NW1 1AT, UK
| | - Wouter W Kallemeijn
- Department of Chemistry, Imperial College London, Molecular Sciences Research Hub, London W12 0BZ, UK; The Francis Crick Institute, London NW1 1AT, UK
| | - Edward W Tate
- Department of Chemistry, Imperial College London, Molecular Sciences Research Hub, London W12 0BZ, UK; The Francis Crick Institute, London NW1 1AT, UK.
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Ostrowska K, Leśniak A, Czarnocka Z, Chmiel J, Bujalska-Zadrożny M, Trzaskowski B. Design, Synthesis, and Biological Evaluation of a Series of 5- and 7-Hydroxycoumarin Derivatives as 5-HT 1A Serotonin Receptor Antagonists. Pharmaceuticals (Basel) 2021; 14:ph14030179. [PMID: 33668396 PMCID: PMC7996328 DOI: 10.3390/ph14030179] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2020] [Revised: 02/19/2021] [Accepted: 02/20/2021] [Indexed: 11/16/2022] Open
Abstract
We have designed and synthesized a series of 60 new 5- and 7-hydroxycoumarin derivatives bearing the piperazine moiety with the expected binding to 5-HT1A and 5-HT2A receptors. Molecular docking of all investigated compounds revealed subnanomolar estimates of 5-HT1AR Ki for three ligands and 5-HT2AR Ki for one ligand as well as numerous low nanomolar estimates of Ki for both receptors. Intrigued by these results we synthesized all 60 new derivatives using microwave-assisted protocols. We show that three new compounds show a relatively high antagonistic activity against the 5HT1A receptor, although lower than the reference compound WAY-100635. These compounds also showed relatively low binding affinities to the 5-HT2A receptor. We also provide a detailed structure-activity analysis of this series of compounds and compare it with previously obtained results for an exhaustive series of coumarin derivatives.
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Affiliation(s)
- Kinga Ostrowska
- Department of Organic Chemistry, Faculty of Pharmacy, Medical University of Warsaw, 1 Banacha Str., 02-097 Warsaw, Poland; (Z.C.); (J.C.)
- Correspondence: ; Tel.: +48-22-572-0669
| | - Anna Leśniak
- Department of Pharmacodynamics, Faculty of Pharmacy, Centre for Preclinical Research and Technology, Medical University of Warsaw, 1 Banacha Str., 02-097 Warsaw, Poland; (A.L.); (M.B.-Z.)
| | - Zuzanna Czarnocka
- Department of Organic Chemistry, Faculty of Pharmacy, Medical University of Warsaw, 1 Banacha Str., 02-097 Warsaw, Poland; (Z.C.); (J.C.)
| | - Jagoda Chmiel
- Department of Organic Chemistry, Faculty of Pharmacy, Medical University of Warsaw, 1 Banacha Str., 02-097 Warsaw, Poland; (Z.C.); (J.C.)
| | - Magdalena Bujalska-Zadrożny
- Department of Pharmacodynamics, Faculty of Pharmacy, Centre for Preclinical Research and Technology, Medical University of Warsaw, 1 Banacha Str., 02-097 Warsaw, Poland; (A.L.); (M.B.-Z.)
| | - Bartosz Trzaskowski
- Centre of New Technologies, University of Warsaw, 2C Banacha Str., 02-097 Warsaw, Poland;
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