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Chinedu SN, Bella-Omunagbe M, Okafor E, Afolabi R, Adebiyi E. Computational Studies on 6-Pyruvoyl Tetrahydropterin Synthase (6-PTPS) of Plasmodium falciparum. Bioinform Biol Insights 2024; 18:11779322241230214. [PMID: 38333003 PMCID: PMC10851736 DOI: 10.1177/11779322241230214] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2023] [Accepted: 01/16/2024] [Indexed: 02/10/2024] Open
Abstract
6-Pyruvoyl tetrahydropterin synthase (6-PTPS) is a lyase involved in the synthesis of tetrahydrobiopterin. In Plasmodium species where dihydroneopterin aldolase (DHNA) is absent, it acts in the folate biosynthetic pathway necessary for the growth and survival of the parasite. The 6-pyruvoyl tetrahydropterin synthase of Plasmodium falciparum (PfPTPS) has been identified as a potential antimalarial drug target. This study identified potential inhibitors of PfPTPS using molecular docking techniques. Molecular docking and virtual screening of 62 compounds including the control to the deposited Protein Data Bank (PDB) structure was carried out using AutoDock Vina in PyRx. Five of the compounds, N,N-dimethyl-N'-[4-oxo-6-(2,2,5-trimethyl-1,3-dioxolan-4-yl)-3H-pteridin-2-yl]methanimidamide (140296439), 2-amino-6-[(1R)-3-cyclohexyl-1-hydroxypropyl]-3H-pteridin-4-one (140296495), 2-(2,3-dihydroxypropyl)-8,9-dihydro-6H-pyrimido[2,1-b]pteridine-7,11-dione (144380406), 2-(dimethylamino)-6-[(2,2-dimethyl-1,3-dioxolan-4-yl)-hydroxymethyl]-3H-pteridin-4-one (135573878), and [1-acetyloxy-1-(2-methyl-4-oxo-3H-pteridin-6-yl)propan-2-yl] acetate (136075207), showed better binding affinity than the control ligand, biopterin (135449517), and were selected and screened. Three conformers of 140296439 with the binding energy of -7.2, -7.1, and -7.0 kcal/mol along with 140296495 were better than the control at -5.7 kcal/mol. In silico absorption, distribution, metabolism, excretion, and toxicity (ADMET) studies predicted good pharmacokinetic properties of all the compounds while reporting a high risk of irritant toxicity in 140296439 and 144380406. The study highlights the five compounds, 140296439, 140296495, 144380406, 135573878 and 136075207, as potential inhibitors of PfPTPS and possible compounds for antimalarial drug development.
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Affiliation(s)
- Shalom N Chinedu
- Department of Biochemistry, Covenant University, Ota, Nigeria
- Covenant University Public Health & Well-being Research Cluster (CUPHWERC), Covenant University, Ota, Nigeria
| | - Mercy Bella-Omunagbe
- Department of Biochemistry, Covenant University, Ota, Nigeria
- Covenant Applied Informatics and Communication—Africa Centre of Excellence (CApIC-ACE), Covenant University, Ota, Nigeria
| | - Esther Okafor
- Department of Biochemistry, Covenant University, Ota, Nigeria
- Covenant University Bioinformatics Research (CUBre), Covenant University, Ota, Nigeria
| | - Rufus Afolabi
- Department of Biochemistry, Covenant University, Ota, Nigeria
- Covenant University Bioinformatics Research (CUBre), Covenant University, Ota, Nigeria
| | - Ezekiel Adebiyi
- Covenant Applied Informatics and Communication—Africa Centre of Excellence (CApIC-ACE), Covenant University, Ota, Nigeria
- Covenant University Bioinformatics Research (CUBre), Covenant University, Ota, Nigeria
- Department of Computer & Information Sciences, Covenant University, Ota, Nigeria
- Division of Applied Bioinformatics, German Cancer Research Center (DKFZ), Heidelberg, Germany
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Awad IE, Abu-Saleh AAAA, Sharma S, Yadav A, Poirier RA. High-throughput virtual screening of drug databanks for potential inhibitors of SARS-CoV-2 spike glycoprotein. J Biomol Struct Dyn 2020; 40:2099-2112. [PMID: 33103586 PMCID: PMC7643424 DOI: 10.1080/07391102.2020.1835721] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/21/2023]
Abstract
COVID-19, which is caused by a novel coronavirus known as SARS-CoV-2, has spread rapidly around the world, and it has infected more than 29 million individuals as recorded on 16 September 2020. Much effort has been made to stop the virus from spreading, and there are currently no approved pharmaceutical products to treat COVID-19. Here, we apply an in silico approach to investigate more than 3800 FDA approved drugs on the viral RBD S1-ACE2 interface as a target. The compounds were investigated through flexible ligand docking, ADME property calculations and protein–ligand interaction maps. Molecular dynamics (MD) simulations were also performed on eleven compounds to study the stability and the interactions of the protein–ligand complexes. The MD simulations show that bagrosin, chidamide, ebastine, indacaterol, regorafenib, salazosulfadimidine, silodosin and tasosartan are relatively stable near the C terminal domain (CTD1) of the S1 subunit of the viral S protein. The relative MMGBSA binding energies show that silodosin has the best binding to the target. The constant velocity steered molecular dynamics (SMD) simulations show that silodosin preferentially interacts with the RBD S1 and has potential to act as an interfering compound between viral spike–host ACE2 interactions. Communicated by Ramaswamy H. Sarma
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Affiliation(s)
- Ibrahim E Awad
- Department of Chemistry, Memorial University of Newfoundland, St. John's, Canada
| | | | - Sweta Sharma
- Department of Chemistry, University Institute of Engineering and Technology, Chhatrapati Shahu Ji Maharaj University, Kanpur, India
| | - Arpita Yadav
- Department of Chemistry, University Institute of Engineering and Technology, Chhatrapati Shahu Ji Maharaj University, Kanpur, India
| | - Raymond A Poirier
- Department of Chemistry, Memorial University of Newfoundland, St. John's, Canada
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Ben Abderrazek R, Chammam S, Ksouri A, Perilli M, Dhaouadi S, Mdini I, Benlasfar Z, Amicosante G, Bouhaouala-Zahar B, Piccirilli A. Inhibitory Potential of Polyclonal Camel Antibodies against New Delhi Metallo-β-lactamase-1 (NDM-1). Molecules 2020; 25:E4453. [PMID: 32998307 DOI: 10.3390/molecules25194453] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2020] [Revised: 09/08/2020] [Accepted: 09/09/2020] [Indexed: 11/16/2022] Open
Abstract
New Delhi Metallo-β-lactamase-1 (NDM-1) is the most prevalent type of metallo-β-lactamase, able to hydrolyze almost all antibiotics of the β-lactam group, leading to multidrug-resistant bacteria. To date, there are no clinically relevant inhibitors to fight NDM-1. The use of dromedary polyclonal antibody inhibitors against NDM-1 represents a promising new class of molecules with inhibitory activity. In the current study, immunoreactivities of dromedary Immunoglobulin G (IgG) isotypes containing heavy-chain and conventional antibodies were tested after successful immunization of dromedary using increasing amounts of the recombinant NDM-1 enzyme. Inhibition kinetic assays, performed using a spectrophotometric method with nitrocefin as a reporter substrate, demonstrated that IgG1, IgG2, and IgG3 were able to inhibit not only the hydrolytic activity of NDM-1 but also Verona integron-encoded metallo-β-lactamase (VIM-1) (subclass B1) and L1 metallo-β-lactamase (L1) (subclass B3) with inhibitory concentration (IC50) values ranging from 100 to 0.04 μM. Investigations on the ability of IgG subclasses to reduce the growth of recombinant Escherichia coli BL21(DE3)/codon plus cells containing the recombinant plasmid expressing NDM-1, L1, or VIM-1 showed that the addition of IgGs (4 and 8 mg/L) to the cell culture was unable to restore the susceptibility of carbapenems. Interestingly, IgGs were able to interact with NDM-1, L1, and VIM-1 when tested on the periplasm extract of each cultured strain. The inhibitory concentration was in the micromolar range for all β-lactams tested. A visualization of the 3D structural basis using the three enzyme Protein Data Bank (PDB) files supports preliminarily the recorded inhibition of the three MBLs.
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Wu MM, Liu ML, Zhou J, Wang YD, Wu CF, Bao JK. Identification of Potential Inhibitors Against the TGF-β/BMPs-Activin Receptor- like Kinase 1 Signal Pathway. Curr Comput Aided Drug Des 2020; 17:523-537. [PMID: 32598264 DOI: 10.2174/1573409916666200628102315] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/27/2019] [Revised: 04/19/2020] [Accepted: 05/02/2020] [Indexed: 11/22/2022]
Abstract
INTRODUCTION In many diseased states, especially fibrosis and cancer, TGF-β family members are overexpressed and the outcome of signaling is diverted toward disease progression. As the result of activin receptor-like kinase 1 (ALK1) plays a key role in TGF-β signaling, discovering inhibitors of ALK1 to block TGF-β signaling for a therapeutic benefit has become an effective strategy. METHODS In this work, ZINC15894217 and ZINC12404282 were identified as potential ALK1 inhibitors using molecular docking, molecular dynamics simulation and MM/PBSA calculations studies. The analysis of energy decomposition found that Val208, Val216, Lys229, Gly283, Arg334 and Leu337 acted as crucial residues for ligand binding and system stabilizing. RESULTS In addition, these compounds displayed excellent pharmacological and structural properties, which can be further evaluated through in vitro and in vivo experiments for the inhibition of ALK1 to be developed as drugs against fibrosis and tumor. CONCLUSION Overall, our study illustrated a time- and cost-effective computer aided drug design procedure to identify potential ALK1 inhibitors. It would provide useful information for further development of ALK1 inhibitors to improve disease related to TGF-β signal pathway.
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Affiliation(s)
- Miao-Miao Wu
- Key Laboratory of Bio-Resource and Eco-Environment of Ministry of Education, College of Life Sciences, Sichuan University, Chengdu 610065, Sichuan, China
| | - Mei-Lin Liu
- Key Laboratory of Bio-Resource and Eco-Environment of Ministry of Education, College of Life Sciences, Sichuan University, Chengdu 610065, Sichuan, China
| | - Jing Zhou
- Key Laboratory of Bio-Resource and Eco-Environment of Ministry of Education, College of Life Sciences, Sichuan University, Chengdu 610065, Sichuan, China
| | - Yi-Da Wang
- Key Laboratory of Bio-Resource and Eco-Environment of Ministry of Education, College of Life Sciences, Sichuan University, Chengdu 610065, Sichuan, China
| | - Chuan-Fang Wu
- Key Laboratory of Bio-Resource and Eco-Environment of Ministry of Education, College of Life Sciences, Sichuan University, Chengdu 610065, Sichuan, China
| | - Jin-Ku Bao
- Key Laboratory of Bio-Resource and Eco-Environment of Ministry of Education, College of Life Sciences, Sichuan University, Chengdu 610065, Sichuan, China
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Gopal D, Muddebihalkar AG, Skariyachan S, C AU, Kaveramma P, Praveen U, Shankar RR, Venkatesan T, Niranjan V. Mitogen activated protein kinase-1 and cell division control protein-42 are putative targets for the binding of novel natural lead molecules: a therapeutic intervention against Candida albicans. J Biomol Struct Dyn 2019; 38:4584-4599. [PMID: 31625462 DOI: 10.1080/07391102.2019.1682053] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Abstract
Candida albicans, fungal yeast causes several lethal infections in immune-suppressed patients and recently emerged as drug-resistant pathogens worldwide. The present study aimed to screen putative drug targets of Candia albicans and to study the binding potential of novel natural lead compounds towards these targets by computational virtual screening and molecular dynamic (MD) simulation. Through extensive analysis of mitogen-activated protein kinase (MAPK) signalling pathways, mitogen-activated protein kinase-1 (HOG1) and cell division control protein-42 (CDC42) genes were prioritized as putative targets based on their virulent functions. The three-dimensional structures of these genes, not available in their native forms, were computationally modeled and validated. 76 lead molecules from various natural sources were screened and their drug likeliness and pharmacokinetic features were predicted. Among these ligands, two lead molecules that demonstrated ideal drug-likeliness and pharmacokinetic features were docked against HOG1 and CDC42 and their binding potential was compared with the binding of conventional drug Fluconazole with their usual target. The prediction was computationally validated by MD simulation. The current study revealed that Cudraxanthone-S present in Cudrania cochinchinensis and Scutifoliamide-B present in Piper scutifolium exhibited ideal drug likeliness, pharmacokinetics and binding potential to the prioritized targets in comparison with the binding of Fluconazole and their usual target. MD simulation showed that CDC42-Cudraxanthone-S and HOG1-Scutifoliamide-B complexes were exhibited stability throughout MD simulation. Thus, the study provides significant insight into employing HOG1 and CDC42 of MAPK as putative drug targets of C. albicans and Cudraxanthone-S and Scutifoliamide-B as potential inhibitors for drug discovery.Communicated by Ramaswamy H. Sarma.
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Affiliation(s)
- Dharshini Gopal
- Department of Biotechnology, Dayananda Sagar College of Engineering, Kumaraswamy Layout, Bengaluru, India
| | - Aditi G Muddebihalkar
- Department of Biotechnology, Dayananda Sagar College of Engineering, Kumaraswamy Layout, Bengaluru, India.,Department of Biotechnology, RV College of Engineering, Bangalore, Karnataka, India
| | - Sinosh Skariyachan
- Department of Biotechnology, Dayananda Sagar College of Engineering, Kumaraswamy Layout, Bengaluru, India
| | - Akshay Uttarkar C
- Department of Biotechnology, RV College of Engineering, Bangalore, Karnataka, India
| | - Prinith Kaveramma
- Department of Biotechnology, Dayananda Sagar College of Engineering, Kumaraswamy Layout, Bengaluru, India
| | - Ulluvangada Praveen
- Department of Biotechnology, Dayananda Sagar College of Engineering, Kumaraswamy Layout, Bengaluru, India
| | - Roshini Ravi Shankar
- Department of Biotechnology, Dayananda Sagar College of Engineering, Kumaraswamy Layout, Bengaluru, India
| | - Tejaswini Venkatesan
- Department of Biotechnology, Dayananda Sagar College of Engineering, Kumaraswamy Layout, Bengaluru, India
| | - Vidya Niranjan
- Department of Biotechnology, RV College of Engineering, Bangalore, Karnataka, India
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