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Barbosa DB, do Bomfim MR, de Oliveira TA, da Silva AM, Taranto AG, Cruz JN, de Carvalho PB, Campos JM, Santos CBR, Leite FHA. Development of Potential Multi-Target Inhibitors for Human Cholinesterases and Beta-Secretase 1: A Computational Approach. Pharmaceuticals (Basel) 2023; 16:1657. [PMID: 38139784 PMCID: PMC10748024 DOI: 10.3390/ph16121657] [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: 08/22/2023] [Revised: 11/04/2023] [Accepted: 11/13/2023] [Indexed: 12/24/2023] Open
Abstract
Alzheimer's disease causes chronic neurodegeneration and is the leading cause of dementia in the world. The causes of this disease are not fully understood but seem to involve two essential cerebral pathways: cholinergic and amyloid. The simultaneous inhibition of AChE, BuChE, and BACE-1, essential enzymes involved in those pathways, is a promising therapeutic approach to treat the symptoms and, hopefully, also halt the disease progression. This study sought to identify triple enzymatic inhibitors based on stereo-electronic requirements deduced from molecular modeling of AChE, BuChE, and BACE-1 active sites. A pharmacophore model was built, displaying four hydrophobic centers, three hydrogen bond acceptors, and one positively charged nitrogen, and used to prioritize molecules found in virtual libraries. Compounds showing adequate overlapping rates with the pharmacophore were subjected to molecular docking against the three enzymes and those with an adequate docking score (n = 12) were evaluated for physicochemical and toxicological parameters and commercial availability. The structure exhibiting the greatest inhibitory potential against all three enzymes was subjected to molecular dynamics simulations (100 ns) to assess the stability of the inhibitor-enzyme systems. The results of this in silico approach indicate ZINC1733 can be a potential multi-target inhibitor of AChE, BuChE, and BACE-1, and future enzymatic assays are planned to validate those results.
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Affiliation(s)
- Deyse B. Barbosa
- Laboratório de Modelagem Molecular, Departamento de Saúde, Universidade Estadual de Feira de Santana, Feira de Santana 44036-900, BA, Brazil; (D.B.B.); (M.R.d.B.); (F.H.A.L.)
| | - Mayra R. do Bomfim
- Laboratório de Modelagem Molecular, Departamento de Saúde, Universidade Estadual de Feira de Santana, Feira de Santana 44036-900, BA, Brazil; (D.B.B.); (M.R.d.B.); (F.H.A.L.)
| | - Tiago A. de Oliveira
- Departamento de Informática, Gestão e Desenho, Centro Federal de Educação Tecnológica de Minas Gerais, Divinópolis 30575-180, MG, Brazil;
| | - Alisson M. da Silva
- Laboratório de Bioinformática e Desenho de Fármacos, Universidade Federal de São João del-Rei, São João del-Rei 36307-352, MG, Brazil; (A.M.d.S.); (A.G.T.)
| | - Alex G. Taranto
- Laboratório de Bioinformática e Desenho de Fármacos, Universidade Federal de São João del-Rei, São João del-Rei 36307-352, MG, Brazil; (A.M.d.S.); (A.G.T.)
| | - Jorddy N. Cruz
- Laboratório de Modelagem e Química Computacional, Departamento de Ciências Biológicas e de Saúde, Universidade Federal do Amapá, Macapá 68903-419, AP, Brazil;
| | - Paulo B. de Carvalho
- Feik School of Pharmacy, University of the Incarnate Word, San Antonio, TX 78209, USA;
| | - Joaquín M. Campos
- Departamento de Química Orgánica Farmacéutica, Facultad de Farmacia, Campus de la Cartuja, Universidad de Granada, 18012 Granada, Spain;
| | - Cleydson B. R. Santos
- Laboratório de Modelagem e Química Computacional, Departamento de Ciências Biológicas e de Saúde, Universidade Federal do Amapá, Macapá 68903-419, AP, Brazil;
- Programa de Pós-Graduação em Biodiversidade e Biotecnologia—Rede BIONORTE, Universidade Federal do Amapá, Macapá 68903-419, AP, Brazil
| | - Franco H. A. Leite
- Laboratório de Modelagem Molecular, Departamento de Saúde, Universidade Estadual de Feira de Santana, Feira de Santana 44036-900, BA, Brazil; (D.B.B.); (M.R.d.B.); (F.H.A.L.)
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2
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Santos CBR, Lobato CC, Ota SSB, Silva RC, Bittencourt RCVS, Freitas JJS, Ferreira EFB, Ferreira MB, Silva RC, De Lima AB, Campos JM, Borges RS, Bittencourt JAHM. Analgesic Activity of 5-Acetamido-2-Hydroxy Benzoic Acid Derivatives and an In-Vivo and In-Silico Analysis of Their Target Interactions. Pharmaceuticals (Basel) 2023; 16:1584. [PMID: 38004449 PMCID: PMC10674373 DOI: 10.3390/ph16111584] [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: 06/04/2023] [Revised: 10/04/2023] [Accepted: 10/27/2023] [Indexed: 11/26/2023] Open
Abstract
The design, synthesis, and evaluation of novel non-steroidal anti-inflammatory drugs (NSAIDs) with better activity and lower side effects are big challenges today. In this work, two 5-acetamido-2-hydroxy benzoic acid derivatives were proposed, increasing the alkyl position (methyl) in an acetamide moiety, and synthesized, and their structural elucidation was performed using 1H NMR and 13C NMR. The changes in methyl in larger groups such as phenyl and benzyl aim to increase their selectivity over cyclooxygenase 2 (COX-2). These 5-acetamido-2-hydroxy benzoic acid derivatives were prepared using classic methods of acylation reactions with anhydride or acyl chloride. Pharmacokinetics and toxicological properties were predicted using computational tools, and their binding affinity (kcal/mol) with COX-2 receptors (Mus musculus and Homo sapiens) was analyzed using docking studies (PDB ID 4PH9, 5KIR, 1PXX and 5F1A). An in-silico study showed that 5-acetamido-2-hydroxy benzoic acid derivates have a better bioavailability and binding affinity with the COX-2 receptor, and in-vivo anti-nociceptive activity was investigated by means of a writhing test induced by acetic acid and a hot plate. PS3, at doses of 20 and 50 mg/kg, reduced painful activity by 74% and 75%, respectively, when compared to the control group (20 mg/kg). Regarding the anti-nociceptive activity, the benzyl showed reductions in painful activity when compared to acetaminophen and 5-acetamido-2-hydroxy benzoic acid. However, the proposed derivatives are potentially more active than 5-acetamido-2-hydroxy benzoic acid and they support the design of novel and safer derivative candidates. Consequently, more studies need to be conducted to evaluate the different pharmacological actions, the toxicity of possible metabolites that can be generated, and their potential use in inflammation and pain therapy.
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Affiliation(s)
- Cleydson B. R. Santos
- Laboratory of Modeling and Computational Chemistry, Department of Biological and Health Sciences, Federal University of Amapá, Macapá 68902-280, AP, Brazil; (C.C.L.); (R.C.S.); (R.C.V.S.B.); (M.B.F.)
- Graduate Program on Medicinal Chemistry and Molecular Modeling, Institute of Health Science, Federal University of Pará, Belém 66075-110, PA, Brazil; (S.S.B.O.); (R.S.B.)
| | - Cleison C. Lobato
- Laboratory of Modeling and Computational Chemistry, Department of Biological and Health Sciences, Federal University of Amapá, Macapá 68902-280, AP, Brazil; (C.C.L.); (R.C.S.); (R.C.V.S.B.); (M.B.F.)
- Graduate Program on Medicinal Chemistry and Molecular Modeling, Institute of Health Science, Federal University of Pará, Belém 66075-110, PA, Brazil; (S.S.B.O.); (R.S.B.)
| | - Sirlene S. B. Ota
- Graduate Program on Medicinal Chemistry and Molecular Modeling, Institute of Health Science, Federal University of Pará, Belém 66075-110, PA, Brazil; (S.S.B.O.); (R.S.B.)
| | - Rai C. Silva
- Laboratory of Modeling and Computational Chemistry, Department of Biological and Health Sciences, Federal University of Amapá, Macapá 68902-280, AP, Brazil; (C.C.L.); (R.C.S.); (R.C.V.S.B.); (M.B.F.)
- Graduate Program on Medicinal Chemistry and Molecular Modeling, Institute of Health Science, Federal University of Pará, Belém 66075-110, PA, Brazil; (S.S.B.O.); (R.S.B.)
| | - Renata C. V. S. Bittencourt
- Laboratory of Modeling and Computational Chemistry, Department of Biological and Health Sciences, Federal University of Amapá, Macapá 68902-280, AP, Brazil; (C.C.L.); (R.C.S.); (R.C.V.S.B.); (M.B.F.)
| | - Jofre J. S. Freitas
- Laboratory of Morphophysiology Applied to Health, State University of Pará, Belém 66095-662, PA, Brazil; (J.J.S.F.); (R.C.S.); (A.B.D.L.)
| | - Elenilze F. B. Ferreira
- Laboratory of Organic Chemistry and Biochemistry, University of the State of Amapá, Macapá 68900-070, AP, Brazil;
| | - Marília B. Ferreira
- Laboratory of Modeling and Computational Chemistry, Department of Biological and Health Sciences, Federal University of Amapá, Macapá 68902-280, AP, Brazil; (C.C.L.); (R.C.S.); (R.C.V.S.B.); (M.B.F.)
- Laboratory of Morphophysiology Applied to Health, State University of Pará, Belém 66095-662, PA, Brazil; (J.J.S.F.); (R.C.S.); (A.B.D.L.)
| | - Renata C. Silva
- Laboratory of Morphophysiology Applied to Health, State University of Pará, Belém 66095-662, PA, Brazil; (J.J.S.F.); (R.C.S.); (A.B.D.L.)
| | - Anderson B. De Lima
- Laboratory of Morphophysiology Applied to Health, State University of Pará, Belém 66095-662, PA, Brazil; (J.J.S.F.); (R.C.S.); (A.B.D.L.)
| | - Joaquín M. Campos
- Department of Pharmaceutical and Organic Chemistry, Faculty of Pharmacy, Campus of Cartuja, University of Granada, 18071 Granada, Spain;
- Biosanitary Institute of Granada (ibs.GRANADA), University of Granada, 18071 Granada, Spain
| | - Rosivaldo S. Borges
- Graduate Program on Medicinal Chemistry and Molecular Modeling, Institute of Health Science, Federal University of Pará, Belém 66075-110, PA, Brazil; (S.S.B.O.); (R.S.B.)
| | - José A. H. M. Bittencourt
- Laboratory of Modeling and Computational Chemistry, Department of Biological and Health Sciences, Federal University of Amapá, Macapá 68902-280, AP, Brazil; (C.C.L.); (R.C.S.); (R.C.V.S.B.); (M.B.F.)
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Oliveira LPS, Lima LR, Silva LB, Cruz JN, Ramos RS, Lima LS, Cardoso FMN, Silva AV, Rodrigues DP, Rodrigues GS, Proietti-Junior AA, dos Santos GB, Campos JM, Santos CBR. Hierarchical Virtual Screening of Potential New Antibiotics from Polyoxygenated Dibenzofurans against Staphylococcus aureus Strains. Pharmaceuticals (Basel) 2023; 16:1430. [PMID: 37895901 PMCID: PMC10610096 DOI: 10.3390/ph16101430] [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: 08/16/2023] [Revised: 09/25/2023] [Accepted: 10/01/2023] [Indexed: 10/29/2023] Open
Abstract
Staphylococcus aureus is a microorganism with high morbidity and mortality due to antibiotic-resistant strains, making the search for new therapeutic options urgent. In this context, computational drug design can facilitate the drug discovery process, optimizing time and resources. In this work, computational methods involving ligand- and structure-based virtual screening were employed to identify potential antibacterial agents against the S. aureus MRSA and VRSA strains. To achieve this goal, tetrahydroxybenzofuran, a promising antibacterial agent according to in vitro tests described in the literature, was adopted as the pivotal molecule and derivative molecules were considered to generate a pharmacophore model, which was used to perform virtual screening on the Pharmit platform. Through this result, twenty-four molecules were selected from the MolPort® database. Using the Tanimoto Index on the BindingDB web server, it was possible to select eighteen molecules with greater structural similarity in relation to commercial antibiotics (methicillin and oxacillin). Predictions of toxicological and pharmacokinetic properties (ADME/Tox) using the eighteen most similar molecules, showed that only three exhibited desired properties (LB255, LB320 and LB415). In the molecular docking study, the promising molecules LB255, LB320 and LB415 showed significant values in both molecular targets. LB320 presented better binding affinity to MRSA (-8.18 kcal/mol) and VRSA (-8.01 kcal/mol) targets. Through PASS web server, the three molecules, specially LB320, showed potential for antibacterial activity. Synthetic accessibility (SA) analysis performed on AMBIT and SwissADME web servers showed that LB255 and LB415 can be considered difficult to synthesize and LB320 is considered easy. In conclusion, the results suggest that these ligands, particularly LB320, may bind strongly to the studied targets and may have appropriate ADME/Tox properties in experimental studies.
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Affiliation(s)
- Lana P. S. Oliveira
- Graduate Program in Biotechnology and Biodiversity-Network BIONORTE, Federal University of Amapá, Macapá 68903-419, Brazil; (L.P.S.O.); (R.S.R.); (F.M.N.C.); (A.V.S.); (A.A.P.-J.)
- Laboratory of Modeling and Computational Chemistry, Department of Biological and Health Sciences, Federal University of Amapá, Macapá 68902-280, Brazil; (L.R.L.); (L.B.S.); (J.N.C.)
| | - Lúcio R. Lima
- Laboratory of Modeling and Computational Chemistry, Department of Biological and Health Sciences, Federal University of Amapá, Macapá 68902-280, Brazil; (L.R.L.); (L.B.S.); (J.N.C.)
- Graduate Program in Network in Pharmaceutical Innovation, Federal University of Amapá, Macapá 68902-280, Brazil
- Graduate Program in Medicinal Chemistry and Molecular Modeling, Health Science Institute, Federal Univesity of Pará, Belém 66075-110, Brazil
| | - Luciane B. Silva
- Laboratory of Modeling and Computational Chemistry, Department of Biological and Health Sciences, Federal University of Amapá, Macapá 68902-280, Brazil; (L.R.L.); (L.B.S.); (J.N.C.)
- Graduate Program in Medicinal Chemistry and Molecular Modeling, Health Science Institute, Federal Univesity of Pará, Belém 66075-110, Brazil
| | - Jorddy N. Cruz
- Laboratory of Modeling and Computational Chemistry, Department of Biological and Health Sciences, Federal University of Amapá, Macapá 68902-280, Brazil; (L.R.L.); (L.B.S.); (J.N.C.)
| | - Ryan S. Ramos
- Graduate Program in Biotechnology and Biodiversity-Network BIONORTE, Federal University of Amapá, Macapá 68903-419, Brazil; (L.P.S.O.); (R.S.R.); (F.M.N.C.); (A.V.S.); (A.A.P.-J.)
- Laboratory of Modeling and Computational Chemistry, Department of Biological and Health Sciences, Federal University of Amapá, Macapá 68902-280, Brazil; (L.R.L.); (L.B.S.); (J.N.C.)
| | - Luciana S. Lima
- Special Laboratory of Applied Microbiology, Department of Biological and Health Sciences, Federal University of Amapá, Macapá 68902-280, Brazil;
| | - Francy M. N. Cardoso
- Graduate Program in Biotechnology and Biodiversity-Network BIONORTE, Federal University of Amapá, Macapá 68903-419, Brazil; (L.P.S.O.); (R.S.R.); (F.M.N.C.); (A.V.S.); (A.A.P.-J.)
- Laboratory of Modeling and Computational Chemistry, Department of Biological and Health Sciences, Federal University of Amapá, Macapá 68902-280, Brazil; (L.R.L.); (L.B.S.); (J.N.C.)
- Special Laboratory of Applied Microbiology, Department of Biological and Health Sciences, Federal University of Amapá, Macapá 68902-280, Brazil;
| | - Aderaldo V. Silva
- Graduate Program in Biotechnology and Biodiversity-Network BIONORTE, Federal University of Amapá, Macapá 68903-419, Brazil; (L.P.S.O.); (R.S.R.); (F.M.N.C.); (A.V.S.); (A.A.P.-J.)
- Laboratory of Modeling and Computational Chemistry, Department of Biological and Health Sciences, Federal University of Amapá, Macapá 68902-280, Brazil; (L.R.L.); (L.B.S.); (J.N.C.)
| | - Dália P. Rodrigues
- Laboratory of Bacterial Enteric Pathogens, Oswaldo Cruz Foundation, FIOCRUZ, Rio de Janeiro 21045-900, Brazil;
| | - Gabriela S. Rodrigues
- Graduate Program in Health Sciences, Institute of Collective Health, Federal University of Western Pará, Santarém 68270-000, Brazil; (G.S.R.); (G.B.d.S.)
| | - Aldo A. Proietti-Junior
- Graduate Program in Biotechnology and Biodiversity-Network BIONORTE, Federal University of Amapá, Macapá 68903-419, Brazil; (L.P.S.O.); (R.S.R.); (F.M.N.C.); (A.V.S.); (A.A.P.-J.)
- Special Laboratory of Applied Microbiology, Department of Biological and Health Sciences, Federal University of Amapá, Macapá 68902-280, Brazil;
| | - Gabriela B. dos Santos
- Graduate Program in Health Sciences, Institute of Collective Health, Federal University of Western Pará, Santarém 68270-000, Brazil; (G.S.R.); (G.B.d.S.)
| | - Joaquín M. Campos
- Department of Pharmaceutical and Organic Chemistry, Faculty of Pharmacy, Institute of Biosanitary Research ibs. GRANADA, University of Granada, 18071 Granada, Spain;
| | - Cleydson B. R. Santos
- Graduate Program in Biotechnology and Biodiversity-Network BIONORTE, Federal University of Amapá, Macapá 68903-419, Brazil; (L.P.S.O.); (R.S.R.); (F.M.N.C.); (A.V.S.); (A.A.P.-J.)
- Laboratory of Modeling and Computational Chemistry, Department of Biological and Health Sciences, Federal University of Amapá, Macapá 68902-280, Brazil; (L.R.L.); (L.B.S.); (J.N.C.)
- Graduate Program in Network in Pharmaceutical Innovation, Federal University of Amapá, Macapá 68902-280, Brazil
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de Oliveira LHD, Cruz JN, Dos Santos CBR, de Melo EB. Multivariate QSAR, similarity search and ADMET studies based in a set of methylamine derivatives described as dopamine transporter inhibitors. Mol Divers 2023:10.1007/s11030-023-10724-5. [PMID: 37670118 DOI: 10.1007/s11030-023-10724-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2023] [Accepted: 08/27/2023] [Indexed: 09/07/2023]
Abstract
The dopamine transporter (DAT), responsible for the regulation of dopaminergic neurotransmission, is implicated in the etiology of several neuropsychiatric disorders which, in turn, have contributed to high rates of disability and numerous deaths in recent years, significantly impacting the global health system. Although the research for new drugs for the treatment of neuropsychiatric disorders has evolved in recent years, the availability of DAT-selective drugs that do not generate the same psychostimulant effects observed in drugs of abuse remains scarce. Therefore, we performed a QSAR study based on a dataset of 36 methylamine derivatives described as DAT inhibitors. The model was obtained based only in descriptors derived from 2D structures, and it was validated and generated satisfactory results considering the metrics used for internal and external validation. Subsequently, a virtual screening step also based on 2D similarity was performed, where it was possible to identify a total of 1157 compounds. After a series of reductions of the set using toxicity filters, applicability domain evaluation, and pharmacokinetic properties in silico assessment, seven hit compounds were selected as the most promising to be used, in future studies, as new scaffolds for the development of new DAT inhibitors.
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Affiliation(s)
- Luiz Henrique Dias de Oliveira
- Theorical Medicinal and Environmental Chemistry Laboratory (LQMAT), Department of Pharmacy, Western Paraná State University (UNIOESTE), 2069 Universitária St., Cascavel, PR, 85819-110, Brazil
| | - Jorddy Neves Cruz
- Laboratory of Modeling and Computational Chemistry, Department of Biological and Health Sciences, Federal University of Amapá, Macapá, AP, 68902-280, Brazil
| | - Cleydson Breno Rodrigues Dos Santos
- Laboratory of Modeling and Computational Chemistry, Department of Biological and Health Sciences, Federal University of Amapá, Macapá, AP, 68902-280, Brazil
| | - Eduardo Borges de Melo
- Theorical Medicinal and Environmental Chemistry Laboratory (LQMAT), Department of Pharmacy, Western Paraná State University (UNIOESTE), 2069 Universitária St., Cascavel, PR, 85819-110, Brazil.
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Oyedele AQK, Ogunlana AT, Boyenle ID, Adeyemi AO, Rita TO, Adelusi TI, Abdul-Hammed M, Elegbeleye OE, Odunitan TT. Docking covalent targets for drug discovery: stimulating the computer-aided drug design community of possible pitfalls and erroneous practices. Mol Divers 2023; 27:1879-1903. [PMID: 36057867 PMCID: PMC9441019 DOI: 10.1007/s11030-022-10523-4] [Citation(s) in RCA: 12] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2022] [Accepted: 08/26/2022] [Indexed: 01/18/2023]
Abstract
The continuous approval of covalent drugs in recent years for the treatment of diseases has led to an increased search for covalent agents by medicinal chemists and computational scientists worldwide. In the computational parlance, molecular docking which is a popular tool to investigate the interaction of a ligand and a protein target, does not account for the formation of covalent bond, and the increasing application of these conventional programs to covalent targets in early drug discovery practice is a matter of utmost concern. Thus, in this comprehensive review, we sought to educate the docking community about the realization of covalent docking and the existence of suitable programs to make their future virtual-screening events on covalent targets worthwhile and scientifically rational. More interestingly, we went beyond the classical description of the functionality of covalent-docking programs down to selecting the 'best' program to consult with during a virtual-screening campaign based on receptor class and covalent warhead chemistry. In addition, we made a highlight on how covalent docking could be achieved using random conventional docking software. And lastly, we raised an alert on the growing erroneous molecular docking practices with covalent targets. Our aim is to guide scientists in the rational docking pursuit when dealing with covalent targets, as this will reduce false-positive results and also increase the reliability of their work for translational research.
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Affiliation(s)
- Abdul-Quddus Kehinde Oyedele
- Computational Biology/Drug Discovery Laboratory, Department of Biochemistry, Ladoke Akintola University of Technology, Ogbomoso, Nigeria
- Department of Chemistry, University of New Haven, West Haven, CT, USA
| | - Abdeen Tunde Ogunlana
- Computational Biology/Drug Discovery Laboratory, Department of Biochemistry, Ladoke Akintola University of Technology, Ogbomoso, Nigeria
| | - Ibrahim Damilare Boyenle
- Computational Biology/Drug Discovery Laboratory, Department of Biochemistry, Ladoke Akintola University of Technology, Ogbomoso, Nigeria.
- Department of Chemistry and Biochemsitry, University of Maryland, Maryland, USA.
- College of Health Sciences, Crescent University, Abeokuta, Nigeria.
| | | | - Temionu Oluwakemi Rita
- Department of Medical Laboratory Technology, Lagos State College of Health, Lagos, Nigeria
| | - Temitope Isaac Adelusi
- Computational Biology/Drug Discovery Laboratory, Department of Biochemistry, Ladoke Akintola University of Technology, Ogbomoso, Nigeria
| | - Misbaudeen Abdul-Hammed
- Department of Pure and Applied Chemistry, Ladoke Akintola University of Technology, Ogbomoso, Nigeria
| | - Oluwabamise Emmanuel Elegbeleye
- Computational Biology/Drug Discovery Laboratory, Department of Biochemistry, Ladoke Akintola University of Technology, Ogbomoso, Nigeria
| | - Tope Tunji Odunitan
- Department of Biochemistry, Ladoke Akintola University of Technology, Ogbomoso, Nigeria
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Bastos RS, de Lima LR, Neto MFA, Yousaf N, Cruz JN, Campos JM, Kimani NM, Ramos RS, Santos CBR. Design and Identification of Inhibitors for the Spike-ACE2 Target of SARS-CoV-2. Int J Mol Sci 2023; 24:ijms24108814. [PMID: 37240165 DOI: 10.3390/ijms24108814] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2022] [Revised: 11/23/2022] [Accepted: 11/28/2022] [Indexed: 05/28/2023] Open
Abstract
When an epidemic started in the Chinese city of Wuhan in December 2019, coronavirus was identified as the cause. Infection by the virus occurs through the interaction of viral S protein with the hosts' angiotensin-converting enzyme 2. By leveraging resources such as the DrugBank database and bioinformatics techniques, ligands with potential activity against the SARS-CoV-2 spike protein were designed and identified in this investigation. The FTMap server and the Molegro software were used to determine the active site of the Spike-ACE2 protein's crystal structure. Virtual screening was performed using a pharmacophore model obtained from antiparasitic drugs, obtaining 2000 molecules from molport®. The ADME/Tox profiles were used to identify the most promising compounds with desirable drug characteristics. The binding affinity investigation was then conducted with selected candidates. A molecular docking study showed five structures with better binding affinity than hydroxychloroquine. Ligand_003 showed a binding affinity of -8.645 kcal·mol-1, which was considered an optimal value for the study. The values presented by ligand_033, ligand_013, ligand_044, and ligand_080 meet the profile of novel drugs. To choose compounds with favorable potential for synthesis, synthetic accessibility studies and similarity analyses were carried out. Molecular dynamics and theoretical IC50 values (ranging from 0.459 to 2.371 µM) demonstrate that these candidates are promising for further tests. Chemical descriptors showed that the candidates had strong molecule stability. Theoretical analyses here show that these molecules have potential as SARS-CoV-2 antivirals and therefore warrant further investigation.
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Affiliation(s)
- Ruan S Bastos
- Graduate Program in Medicinal Chemistry and Molecular Modeling, Federal University of Pará, Belem 66075-110, PA, Brazil
- Laboratory of Modeling and Computational Chemistry, Department of Biological and Health Sciences, Federal University of Amapá, Macapa 68903-419, AP, Brazil
| | - Lúcio R de Lima
- Graduate Program in Medicinal Chemistry and Molecular Modeling, Federal University of Pará, Belem 66075-110, PA, Brazil
- Laboratory of Modeling and Computational Chemistry, Department of Biological and Health Sciences, Federal University of Amapá, Macapa 68903-419, AP, Brazil
| | - Moysés F A Neto
- Laboratory of Molecular Modeling, State University of Feira de Santana, Feira de Santana 44036-900, BA, Brazil
| | - Numan Yousaf
- Department of Biosciences, COMSATS University Islamabad, Park Road, Islamabad 45550, Pakistan
| | - Jorddy N Cruz
- Laboratory of Modeling and Computational Chemistry, Department of Biological and Health Sciences, Federal University of Amapá, Macapa 68903-419, AP, Brazil
| | - Joaquín M Campos
- Department of Pharmaceutical and Organic Chemistry, Faculty of Pharmacy, Campus of Cartuja, University of Granada, 18071 Granada, Spain
- Biosanitary Institute of Granada (ibs.GRANADA), University of Granada, 18071 Granada, Spain
| | - Njogu M Kimani
- Department of Physical Sciences, University of Embu, Embu 6-60100, Kenya
| | - Ryan S Ramos
- Laboratory of Modeling and Computational Chemistry, Department of Biological and Health Sciences, Federal University of Amapá, Macapa 68903-419, AP, Brazil
| | - Cleydson B R Santos
- Graduate Program in Medicinal Chemistry and Molecular Modeling, Federal University of Pará, Belem 66075-110, PA, Brazil
- Laboratory of Modeling and Computational Chemistry, Department of Biological and Health Sciences, Federal University of Amapá, Macapa 68903-419, AP, Brazil
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7
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Rodrigues ET, Peretti P, Bezerra RM, Biancardi MF, Sousa FFO, Mendes EP, Dutra JBR, Silveira CCR, Castro CH, Cruz JN, Santos CBR, Santos FCA, Pinheiro MT. Pharmacological Characteristics of the Hydroethanolic Extract of Acmella oleracea (L) R. K. Jansen Flowers: ADME/Tox In Silico and In Vivo Antihypertensive and Chronic Toxicity Evaluation. EVIDENCE-BASED COMPLEMENTARY AND ALTERNATIVE MEDICINE : ECAM 2023; 2023:1278720. [PMID: 37159592 PMCID: PMC10163967 DOI: 10.1155/2023/1278720] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/27/2022] [Revised: 03/28/2023] [Accepted: 03/30/2023] [Indexed: 05/11/2023]
Abstract
Acmella oleracea (L.) R. K. Jansen, popularly known as jambu in Northern Brazil, is widely used in folk medicine and local cuisine. Its consumption in different ways reinforces the need for safety assessments. In this study, the major compounds found in the hydroethanolic extract of A. oleracea flowers (EHFAO) were characterized by ultra-performance liquid mass spectrometry (UHPLC-ESI-QTOF-MS/MS). The effects of oral administration of 100/mg/kg of EHFAO extract over 60 days in male spontaneously hypertensive (SHR) and Wistar (WR) rats and the in silico ADME/Tox predictions, lipophilicity, and water solubility were accomplished for the compounds identified. Spilanthol was detected as the foremost major compound at a concentration of 97.7%, followed by 1.53% scopoletin and 0.77% d-limonene. The treatment with EHFAO did not alter the animals´ weight over the studied period. Moderate alterations were observed solely in the hepatic enzymes AST (WR = 97 UI/L and SHR = 150 UI/L ∗ p < 0.05) and ALT (WR = 55 UI/L and SHR = 95 UI/L ∗ p < 0.05), while no relevant histopathological alterations were found. The in-silico study confirmed the in vivo findings, as the identified compounds were considered highly bioactive orally, due to their drug similarity profiles, adequate lipid solubility, bioavailability, and pharmacokinetics. Therefore, the chronic treatment with EHFAO was found safe at the concentration of 100/mg/kg, with no interference in the blood pressure levels neither appreciable toxic effects.
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Affiliation(s)
- Emanuelle T. Rodrigues
- Laboratory of Biotechnology in Natural Products, Faculty of Pharmacy, Department of Biological and Health Sciences, Federal University of Amapá, Macapá, Amapá, Brazil
- Graduate Program in Health Sciences, Department of Biological and Health Sciences, Federal University of Amapá, Macapá, Amapá, Brazil
| | - Paulo Peretti
- Laboratory of Biotechnology in Natural Products, Faculty of Pharmacy, Department of Biological and Health Sciences, Federal University of Amapá, Macapá, Amapá, Brazil
- Graduate Program in Health Sciences, Department of Biological and Health Sciences, Federal University of Amapá, Macapá, Amapá, Brazil
| | - Roberto M. Bezerra
- Graduate Program in Health Sciences, Department of Biological and Health Sciences, Federal University of Amapá, Macapá, Amapá, Brazil
- Laboratory of Atomic Absorption and Bioprospecting, Department of Biological and Health Sciences, Federal University of Amapá, Macapá, Amapá, Brazil
| | - Manoel F. Biancardi
- Department of Histology, Embryology and Cell Biology, Laboratory of Microscopy Applied to Reproduction, Institute of Biological Sciences, Federal University of Goiás, Goiânia, Goiás, Brazil
| | - Francisco F. O. Sousa
- Laboratory of Quality Control and Bromatology, Faculty of Pharmacy, Department of Biological and Health Sciences, Federal University of Amapá, Macapá, Amapá, Brazil
| | - Elizabeth P. Mendes
- Department of Physiological Sciences, Institute of Biological Sciences, Federal University of Goiás, Goiânia, Goiás, Brazil
| | - João B. R. Dutra
- Department of Physiological Sciences, Institute of Biological Sciences, Federal University of Goiás, Goiânia, Goiás, Brazil
- Integrated Laboratory of Cardiovascular and Neurological Pathophysiology, Federal University of Goiás, Goiânia, Goiás, Brazil
| | - Carla C. R. Silveira
- Department of Physiological Sciences, Institute of Biological Sciences, Federal University of Goiás, Goiânia, Goiás, Brazil
- Integrated Laboratory of Cardiovascular and Neurological Pathophysiology, Federal University of Goiás, Goiânia, Goiás, Brazil
| | - Carlos H. Castro
- Department of Physiological Sciences, Institute of Biological Sciences, Federal University of Goiás, Goiânia, Goiás, Brazil
- Integrated Laboratory of Cardiovascular and Neurological Pathophysiology, Federal University of Goiás, Goiânia, Goiás, Brazil
| | - Jorddy N. Cruz
- Laboratory of Biotechnology in Natural Products, Faculty of Pharmacy, Department of Biological and Health Sciences, Federal University of Amapá, Macapá, Amapá, Brazil
| | - Cleydson B. R. Santos
- Laboratory of Biotechnology in Natural Products, Faculty of Pharmacy, Department of Biological and Health Sciences, Federal University of Amapá, Macapá, Amapá, Brazil
- Laboratory of Modeling and Computational Chemistry, Department of Biological and Health Sciences, Federal University of Amapá, Macapá, Amapá, Brazil
| | - Fernanda C. A. Santos
- Laboratory of Atomic Absorption and Bioprospecting, Department of Biological and Health Sciences, Federal University of Amapá, Macapá, Amapá, Brazil
| | - Mayara T. Pinheiro
- Laboratory of Biotechnology in Natural Products, Faculty of Pharmacy, Department of Biological and Health Sciences, Federal University of Amapá, Macapá, Amapá, Brazil
- Graduate Program in Health Sciences, Department of Biological and Health Sciences, Federal University of Amapá, Macapá, Amapá, Brazil
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da Silva DF, de Souza JL, da Costa DM, Costa DB, Moreira POL, Fonseca ALD, Varotti FDP, Cruz JN, Dos Santos CBR, Alves CQ, Leite FHA, Brandão HN. Antiplasmodial activity of coumarins isolated from Polygala boliviensis: in vitro and in silico studies. J Biomol Struct Dyn 2023; 41:13383-13403. [PMID: 36744465 DOI: 10.1080/07391102.2023.2173295] [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: 09/10/2021] [Accepted: 01/21/2023] [Indexed: 02/07/2023]
Abstract
Polygala boliviensis is found in the Brazilian semiarid region. This specie is little chemically and biologically studied. Polygala spp. have different metabolites, especially coumarins. Studies indicate that coumarins have antimalarial potential, denoting the importance of researching new active compounds from plants, since the resistance of Plasmodium strains to conventional therapy has increased. The present study aimed to evaluate the antiplasmodial activity of auraptene and poligalen against a chloroquine-resistant strain of Plasmodium falciparum. Coumarins were isolated from P. boliviensis by open column chromatography and identified by Nuclear Magnetic Resonance Spectroscopy. A cytotoxicity assay was carried out using MTT test, and the in vitro antiplasmodial activity was evaluated using the W2 strain. The antiplasmodial activity results found were IC50=0.171 ± 0.016 for auraptene and 0.164 ± 0.012 for poligalen; the selectivity indexes were 78.71 and 609.76, respectively. Inverse virtual screening in the BRAMMT database by OCTOPUS 1.2 was applied to coumarins to find potential P. falciparum targets and showed higher affinity energy of auraptene for purine nucleoside phosphorylase (PfPNP) and of poligalen for dihydroorotate dehydrogenase (PfDHODH). Molecular Dynamics studies (MD and MM-GBSA) approach were applied to calculate binding energies against selected P. falciparum targets and showed that all coumarins were stable at the binding site during simulations. Furthermore, energies were favorable for complexation. This is the first report of auraptene in P. boliviensis species and of in vitro antiplasmodial activity of auraptene and poligalen. In silico studies indicated that the mechanism of action of coumarins is the inhibition of PfPNP and PfDHODH.Communicated by Ramaswamy H. Sarma.
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Affiliation(s)
- Danielle Figuerêdo da Silva
- Departamento de Saúde, Laboratório de Bioprospecção Vegetal, Universidade Estadual de Feira de Santana, Feira de Santana, Bahia, Brazil
| | - Jéssica Lima de Souza
- Departamento de Saúde, Laboratório de Bioprospecção Vegetal, Universidade Estadual de Feira de Santana, Feira de Santana, Bahia, Brazil
| | - Diego Mota da Costa
- Departamento de Saúde, Laboratório de Bioprospecção Vegetal, Universidade Estadual de Feira de Santana, Feira de Santana, Bahia, Brazil
| | - David Bacelar Costa
- Departamento de Saúde, Laboratório de Modelagem Molecular, Universidade Estadual de Feira de Santana, Feira de Santana, Bahia, Brazil
| | - Paulo Otávio Lourenço Moreira
- Centro de Ciências da Saúde, Laboratório de Bioquímica Medicinal, Universidade Federal de São João Del-Rei, Divinópolis, Minas Gerais, Brazil
| | - Amanda Luisa da Fonseca
- Centro de Ciências da Saúde, Laboratório de Bioquímica Medicinal, Universidade Federal de São João Del-Rei, Divinópolis, Minas Gerais, Brazil
| | - Fernando de Pilla Varotti
- Centro de Ciências da Saúde, Laboratório de Bioquímica Medicinal, Universidade Federal de São João Del-Rei, Divinópolis, Minas Gerais, Brazil
| | - Jorddy Neves Cruz
- Departamento de Ciências Biológicas e da Saúde, Laboratório de Modelagem e Química Computacional, Universidade Federal do Amapá, Macapá, Amapá, Brazil
| | - Cleydson Breno Rodrigues Dos Santos
- Departamento de Ciências Biológicas e da Saúde, Laboratório de Modelagem e Química Computacional, Universidade Federal do Amapá, Macapá, Amapá, Brazil
| | - Clayton Queiroz Alves
- Departamento de Saúde, Laboratório de Bioprospecção Vegetal, Universidade Estadual de Feira de Santana, Feira de Santana, Bahia, Brazil
| | - Franco Henrique Andrade Leite
- Departamento de Saúde, Laboratório de Modelagem Molecular, Universidade Estadual de Feira de Santana, Feira de Santana, Bahia, Brazil
| | - Hugo Neves Brandão
- Departamento de Saúde, Laboratório de Bioprospecção Vegetal, Universidade Estadual de Feira de Santana, Feira de Santana, Bahia, Brazil
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Galantamine Based Novel Acetylcholinesterase Enzyme Inhibitors: A Molecular Modeling Design Approach. Molecules 2023; 28:molecules28031035. [PMID: 36770702 PMCID: PMC9919016 DOI: 10.3390/molecules28031035] [Citation(s) in RCA: 13] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2022] [Revised: 12/31/2022] [Accepted: 01/09/2023] [Indexed: 01/22/2023] Open
Abstract
Acetylcholinesterase (AChE) enzymes play an essential role in the development of Alzheimer's disease (AD). Its excessive activity causes several neuronal problems, particularly psychopathies and neuronal cell death. A bioactive pose on the hAChE B site of the human acetylcholinesterase (hAChE) enzyme employed in this investigation, which was obtained from the Protein Data Bank (PDB ID 4EY6), allowed for the prediction of the binding affinity and free binding energy between the protein and the ligand. Virtual screening was performed to obtain structures similar to Galantamine (GNT) with potential hAChE activity. The top 200 hit compounds were prioritized through the use of filters in ZincPharmer, with special features related to the pharmacophore. Critical analyses were carried out, such as hierarchical clustering analysis (HCA), ADME/Tox predictions, molecular docking, molecular simulation studies, synthetic accessibility (SA), lipophilicity, water solubility, and hot spots to confirm the stable binding of the two promising molecules (ZINC16951574-LMQC2, and ZINC08342556-LMQC5). The metabolism prediction, with metabolites M3-2, which is formed by Glutathionation reaction (Phase II), M1-2, and M2-2 formed from the reaction of S-oxidation and Aliphatic hydroxylation (Phase I), were both reactive but with no side effects. Theoretical synthetic routes and prediction of synthetic accessibility for the most promising compounds are also proposed. In conclusion, this study shows that in silico modeling can be used to create new drug candidate inhibitors for hAChE. The compounds ZINC16951574-LMQC2, and ZINC08342556-LMQC5 are particularly promising for oral administration because they have a favorable drug-likeness profile, excellent lipid solubility, high bioavailability, and adequate pharmacokinetics.
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Identification of a Novel Dual Inhibitor of Acetylcholinesterase and Butyrylcholinesterase: In Vitro and In Silico Studies. Pharmaceuticals (Basel) 2023; 16:ph16010095. [PMID: 36678592 PMCID: PMC9864454 DOI: 10.3390/ph16010095] [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: 12/05/2022] [Revised: 12/31/2022] [Accepted: 01/03/2023] [Indexed: 01/11/2023] Open
Abstract
The enhancement of cholinergic functions via acetylcholinesterase (AChE) and butyrylcholinesterase (BuChE) inhibition is considered a valuable therapeutic strategy for the treatment of Alzheimer's disease. This study aimed to evaluate the in vitro effect of ZINC390718, previously filtered using computational approaches, on both cholinesterases and to characterize, using a molecular dynamics (MD) simulation, the possible binding mode of this compound inside the cholinesterase enzymes. The in vitro cytotoxicity effect was also investigated using a primary astrocyte-enriched glial cell culture. ZINC390718 presented in vitro dual inhibitory activity against AChE at a high micromolar range (IC50 = 543.8 µM) and against BuChE (IC50 = 241.1 µM) in a concentration-dependent manner, with greater activity against BuChE. The MD simulation revealed that ZINC390718 performed important hydrophobic and H-bond interactions with the catalytic residue sites on both targets. The residues that promoted the hydrophobic interactions and H-bonding in the AChE target were Leu67, Trp86, Phe123, Tyr124, Ser293, Phe295, and Tyr341, and on the BuChE target, they were Asp70, Tyr332, Tyr128, Ile442, Trp82, and Glu197. The cytotoxic effect of Z390718, evaluated via cell viability, showed that the molecule has low in vitro toxicity. The in vitro and in silico results indicate that ZINC390718 can be used as chemotype for the optimization and identification of new dual cholinesterase inhibitors.
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11
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da Costa LS, de Moraes ÂAB, Cruz JN, Mali SN, Almeida LQ, do Nascimento LD, Ferreira OO, Varela ELP, Percário S, de Oliveira MS, Andrade EHDA. First Report on the Chemical Composition, Antioxidant Capacity, and Preliminary Toxicity to Artemia salina L. of Croton campinarensis Secco, A. Rosário & PE Berry (Euphorbiaceae) Essential Oil, and In Silico Study. Antioxidants (Basel) 2022; 11:antiox11122410. [PMID: 36552618 PMCID: PMC9774510 DOI: 10.3390/antiox11122410] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2022] [Revised: 11/26/2022] [Accepted: 11/30/2022] [Indexed: 12/12/2022] Open
Abstract
Croton campinarensis Secco, A. Rosário & PE Berry is an aromatic species recently discovered in the Amazon region. This study first reports the chemical profile, antioxidant capacity, and preliminary toxicity to A. salina Leach of the essential oil (EO) of this species. The phytochemical profile of the essential oil was analyzed by gas chromatography (GC/MS) and (GC-FID). The antioxidant capacity of the EO was measured by its inhibition of ABTS•+ and DPPH• radicals. Molecular modeling was used to evaluate the mode of interaction of the major compounds with acetylcholinesterase (AChE). The results indicate that the EO yield was 0.24%, and germacrene D (26.95%), bicyclogermacrene (17.08%), (E)-caryophyllene (17.06%), and δ-elemene (7.59%) were the major compounds of the EO sample. The EO showed a TEAC of 0.55 ± 0.04 mM·L-1 for the reduction of the ABTS•+ radical and 1.88 ± 0.08 mM·L-1 for the reduction of the DPPH• radical. Regarding preliminary toxicity, the EO was classified as toxic in the bioassay with A. salina (LC50 = 20.84 ± 4.84 µg·mL-1). Through molecular docking, it was found that the majority of the EO components were able to interact with the binding pocket of AChE, a molecular target related to toxicity evaluated in A. salina models; the main interactions were van der Waals and π-alkyl interactions.
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Affiliation(s)
- Leonardo Souza da Costa
- School of Chemical Engineering, Institute of Technology, Universidade Federal do Pará, Belem 66075-110, Brazil
| | - Ângelo Antônio Barbosa de Moraes
- School of Chemical Engineering, Institute of Technology, Universidade Federal do Pará, Belem 66075-110, Brazil
- Adolpho Ducke Laboratory, Coordination of Botany, Emílio Goeldi Museum of Pará, Belem 66077-830, Brazil
| | - Jorddy Neves Cruz
- Laboratory of Functional and Structural Biology, Institute of Biological Sciences, Universidade Federal do Pará, Belem 66075-110, Brazil
| | - Suraj N. Mali
- Department of Pharmacy, Government College of Pharmacy, Affiliated to Shivaji University, Kolhapur, Karad 415124, Maharashtra, India
| | - Lorena Queiroz Almeida
- School of Chemical Engineering, Institute of Technology, Universidade Federal do Pará, Belem 66075-110, Brazil
| | | | - Oberdan Oliveira Ferreira
- Adolpho Ducke Laboratory, Coordination of Botany, Emílio Goeldi Museum of Pará, Belem 66077-830, Brazil
| | - Everton Luiz Pompeu Varela
- Oxidative Stress Research Laboratory, Biological Sciences Institute, Universidade Federal do Pará, Belem 66075-110, Brazil
| | - Sandro Percário
- Oxidative Stress Research Laboratory, Biological Sciences Institute, Universidade Federal do Pará, Belem 66075-110, Brazil
| | - Mozaniel Santana de Oliveira
- Adolpho Ducke Laboratory, Coordination of Botany, Emílio Goeldi Museum of Pará, Belem 66077-830, Brazil
- Correspondence:
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12
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de Souza AA, Ortíz BLS, Borges SF, Pinto AVP, Ramos RDS, Pena IC, Rocha Koga RDC, Batista CE, de Souza GC, Ferreira AM, Duvoisin Junior S, Tavares Carvalho JC. Acute Toxicity and Anti-Inflammatory Activity of Trattinnickia rhoifolia Willd (Sucuruba) Using the Zebrafish Model. Molecules 2022; 27:molecules27227741. [PMID: 36431841 PMCID: PMC9699319 DOI: 10.3390/molecules27227741] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2022] [Revised: 09/28/2022] [Accepted: 10/01/2022] [Indexed: 11/12/2022] Open
Abstract
The species Trattinnickia rhoifolia Willd, (T. rhoifolia), which belongs to the Burseraceae family, is widely used in ethnopharmacological cultural practices by traditional Amazonian people for anti-inflammatory purposes, sometimes as their only therapeutic resource. Although it is used in teas, infusions, macerations and in food, the species is still unexplored in regard to its pharmacophoric potential and chemical profile. Therefore, the aim of this study was to conduct a phytochemical characterization of the hydroethanolic extract of T. rhoifolia leaves (HELTr) and to evaluate the acute toxicity and anti-inflammatory activity of this species using zebrafish (Danio rerio). The extract was analyzed by gas chromatography−mass spectrometry (GC-MS). The evaluation of the acute toxicity of the HELTr in adult zebrafish was determined using the limit test (2000 mg/kg), with behavioral and histopathological evaluations, in addition to the analysis of the anti-inflammatory potential of HELTr in carrageenan-induced abdominal edema, followed by the use of the computational method of molecular docking. The phytochemical profile of the species is chemically diverse, suggesting the presence of the fatty acids, ester, alcohol and benzoic acid classes, including propanoic acid, ethyl ester and hexadecanoic acid. In the studies of zebrafish performed according to the index of histopathological changes (IHC), the HELTr did not demonstrate toxicity in the behavioral and histopathological assessments, since the vital organs remained unchanged. Carrageenan-induced abdominal edema was significantly reduced at all HELTr doses (100, 200 and 500 mg/kg) in relation to the negative control, dimethyl sulfoxide (DMSO), while the 200 mg/kg dose showed significant anti-inflammatory activity in relation to the positive control (indomethacin). With these activities being confirmed by molecular docking studies, they showed a good profile for the inhibition of the enzyme Cyclooxygenase-2 (COX-2), as the interactions established at the sites of the receptors used in the docking study were similar to the controls (RCX, IMN and CEL). Therefore, the HELTr has an acceptable degree of safety for acute toxicity, defined in the analysis of behavioral changes, mortality and histopathology, with a significant anti-inflammatory action in zebrafish at all doses, which demonstrates the high pharmacophoric potential of the species. These results may direct future applications and drug development but still require further elucidation.
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Affiliation(s)
- Agerdânio Andrade de Souza
- Post-Graduate Program in Pharmaceutical Innovation, Pharmacy Course, Department of Biological and Health Sciences, Federal University of Amapá, Rodovia Juscelino Kubitschek, Macapá CEP 68903-419, Amapá, Brazil
- Indigenous Intercultural Licensing Course, Binational Campus, Federal University of Amapá, Rodovia BR 156, No. 3051, Universidade, Oiapoque CEP 68980-000, Amapá, Brazil
- Research Laboratory of Drugs, Department of Biological and Health Sciences, Federal University of Amapá, Rodovia Juscelino Kubitschek, km 02, Macapá CEP 68903-419, Amapá, Brazil
| | - Brenda Lorena Sánchez Ortíz
- Research Laboratory of Drugs, Department of Biological and Health Sciences, Federal University of Amapá, Rodovia Juscelino Kubitschek, km 02, Macapá CEP 68903-419, Amapá, Brazil
| | - Swanny Ferreira Borges
- Post-Graduate Program in Pharmaceutical Innovation, Pharmacy Course, Department of Biological and Health Sciences, Federal University of Amapá, Rodovia Juscelino Kubitschek, Macapá CEP 68903-419, Amapá, Brazil
- Research Laboratory of Drugs, Department of Biological and Health Sciences, Federal University of Amapá, Rodovia Juscelino Kubitschek, km 02, Macapá CEP 68903-419, Amapá, Brazil
| | - Andria Vanessa Pena Pinto
- Research Laboratory of Drugs, Department of Biological and Health Sciences, Federal University of Amapá, Rodovia Juscelino Kubitschek, km 02, Macapá CEP 68903-419, Amapá, Brazil
| | - Ryan da Silva Ramos
- Graduate Program in Biotechnology and Biodiversity-Network BIONORTE, Federal University of Amapá, Macapá CEP 68903-419, Amapá, Brazil
| | - Igor Colares Pena
- Laboratory of Modeling and Computational Chemistry, Department of Biological and Health Sciences, Federal University of Amapá, Macapá CEP 68902-280, Amapá, Brazil
| | - Rosemary de Carvalho Rocha Koga
- Post-Graduate Program in Pharmaceutical Innovation, Pharmacy Course, Department of Biological and Health Sciences, Federal University of Amapá, Rodovia Juscelino Kubitschek, Macapá CEP 68903-419, Amapá, Brazil
- Research Laboratory of Drugs, Department of Biological and Health Sciences, Federal University of Amapá, Rodovia Juscelino Kubitschek, km 02, Macapá CEP 68903-419, Amapá, Brazil
| | - Carla Estefani Batista
- School of Technology, University of the State of Amazonas–UEA, Manaus CEP 69050-020, Amazonas, Brazil
| | - Gisele Custódio de Souza
- Post-Graduate Program in Pharmaceutical Innovation, Pharmacy Course, Department of Biological and Health Sciences, Federal University of Amapá, Rodovia Juscelino Kubitschek, Macapá CEP 68903-419, Amapá, Brazil
- Research Laboratory of Drugs, Department of Biological and Health Sciences, Federal University of Amapá, Rodovia Juscelino Kubitschek, km 02, Macapá CEP 68903-419, Amapá, Brazil
| | - Adriana Maciel Ferreira
- Post-Graduate Program in Pharmaceutical Innovation, Pharmacy Course, Department of Biological and Health Sciences, Federal University of Amapá, Rodovia Juscelino Kubitschek, Macapá CEP 68903-419, Amapá, Brazil
- Research Laboratory of Drugs, Department of Biological and Health Sciences, Federal University of Amapá, Rodovia Juscelino Kubitschek, km 02, Macapá CEP 68903-419, Amapá, Brazil
| | - Sergio Duvoisin Junior
- School of Technology, University of the State of Amazonas–UEA, Manaus CEP 69050-020, Amazonas, Brazil
| | - José Carlos Tavares Carvalho
- Post-Graduate Program in Pharmaceutical Innovation, Pharmacy Course, Department of Biological and Health Sciences, Federal University of Amapá, Rodovia Juscelino Kubitschek, Macapá CEP 68903-419, Amapá, Brazil
- Research Laboratory of Drugs, Department of Biological and Health Sciences, Federal University of Amapá, Rodovia Juscelino Kubitschek, km 02, Macapá CEP 68903-419, Amapá, Brazil
- University Hospital of the Federal University of Amapá, R. do Estádio Zerão, Macapá CEP 68902-336, Amapá, Brazil
- Correspondence:
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Botelho ADS, Ferreira OO, de Oliveira MS, Cruz JN, Chaves SHDR, do Prado AF, do Nascimento LD, da Silva GA, do Amarante CB, Andrade EHDA. Studies on the Phytochemical Profile of Ocimum basilicum var. minimum (L.) Alef. Essential Oil, Its Larvicidal Activity and In Silico Interaction with Acetylcholinesterase against Aedes aegypti (Diptera: Culicidae). Int J Mol Sci 2022; 23:ijms231911172. [PMID: 36232474 PMCID: PMC9569541 DOI: 10.3390/ijms231911172] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2022] [Revised: 08/26/2022] [Accepted: 09/02/2022] [Indexed: 11/16/2022] Open
Abstract
Aedes aegypti L. (Diptera: Culicidae) is an important transmitter of diseases in tropical countries and controlling the larvae of this mosquito helps to reduce cases of diseases such as dengue, zika and chikungunya. Thus, the present study aimed to evaluate the larvicidal potential of the essential oil (EO) of Ocimum basilicum var. minimum (L.) Alef. The EO was extracted by stem distillation and the chemical composition was characterized by gas chromatography coupled with mass spectrometry (GC/MS and GC-FID). The larvicidal activity of EO was evaluated against third instar Ae. aegypti following World Health Organization (WHO) standard protocol and the interaction of the major compounds with the acetylcholinesterase (AChE) was evaluated by molecular docking. The predominant class was oxygenated monoterpenes with a concentration of 81.69% and the major compounds were limonene (9.5%), 1,8-cineole (14.23%), linalool (24.51%) and methyl chavicol (37.41%). The O. basilicum var. minimum EO showed unprecedented activity against third instar Ae. aegypti larvae at a dose-dependent relationship with LC50 of 69.91 (µg/mL) and LC90 of 200.62 (µg/mL), and the major compounds were able to interact with AChE in the Molecular Docking assay, indicating an ecological alternative for mosquito larvae control.
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Affiliation(s)
- Anderson de Santana Botelho
- Faculty of Chemistry, Institute of Exact and Natural Sciences, Federal University of Pará, Augusto Corrêa Street, S/N, Guamá, Belém 66075-900, Pará, Brazil
- Correspondence: (A.d.S.B.); (M.S.d.O.)
| | - Oberdan Oliveira Ferreira
- Adolpho Ducke Laboratory—Botany Coordination, Emílio Goeldi Museum of Pará, Perimetral Avenue, 1901, Terra Firme, Belém 66077-830, Pará, Brazil
| | - Mozaniel Santana de Oliveira
- Adolpho Ducke Laboratory—Botany Coordination, Emílio Goeldi Museum of Pará, Perimetral Avenue, 1901, Terra Firme, Belém 66077-830, Pará, Brazil
- Correspondence: (A.d.S.B.); (M.S.d.O.)
| | - Jorddy Neves Cruz
- Laboratory of Functional and Structural Biology, Institute of Biological Sciences, Federal University of Pará, Belém 66075-110, Pará, Brazil
| | - Sandro Henrique dos Reis Chaves
- Faculty of Chemistry, Institute of Exact and Natural Sciences, Federal University of Pará, Augusto Corrêa Street, S/N, Guamá, Belém 66075-900, Pará, Brazil
| | - Alejandro Ferraz do Prado
- Institute of Biological Sciences, Federal University of Pará, Augusto Corrêa Street, S/N, Guamá, Belém 66075-900, Pará, Brazil
| | - Lidiane Diniz do Nascimento
- Adolpho Ducke Laboratory—Botany Coordination, Emílio Goeldi Museum of Pará, Perimetral Avenue, 1901, Terra Firme, Belém 66077-830, Pará, Brazil
| | - Geilson Alcantara da Silva
- Faculty of Chemistry, Institute of Exact and Natural Sciences, Federal University of Pará, Augusto Corrêa Street, S/N, Guamá, Belém 66075-900, Pará, Brazil
| | - Cristine Bastos do Amarante
- Chemical Analysis Laboratory—Coordination of Earth Sciences and Ecology, Emílio Goeldi Museum of Pará, Perimetral Avenue, 1901, Terra Firme, Belém 66077-830, Pará, Brazil
| | - Eloisa Helena de Aguiar Andrade
- Faculty of Chemistry, Institute of Exact and Natural Sciences, Federal University of Pará, Augusto Corrêa Street, S/N, Guamá, Belém 66075-900, Pará, Brazil
- Adolpho Ducke Laboratory—Botany Coordination, Emílio Goeldi Museum of Pará, Perimetral Avenue, 1901, Terra Firme, Belém 66077-830, Pará, Brazil
- Laboratory of Functional and Structural Biology, Institute of Biological Sciences, Federal University of Pará, Belém 66075-110, Pará, Brazil
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14
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Phytochemical Profile, Antioxidant Potential and Toxicity Evaluation of the Essential Oils from Duguetia and Xylopia Species (Annonaceae) from the Brazilian Amazon. Antioxidants (Basel) 2022; 11:antiox11091709. [PMID: 36139777 PMCID: PMC9495368 DOI: 10.3390/antiox11091709] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2022] [Revised: 08/25/2022] [Accepted: 08/27/2022] [Indexed: 11/24/2022] Open
Abstract
The essential oils (EOs) of Duguetia echinophora, D. riparia, Xylopia emarginata and X. frutescens (Annonaceae) were obtained by hydrodistillation and the chemical composition was analyzed by GC-MS. An antioxidant assay using the ABTS and DPPH radicals scavenging method and cytotoxic assays against Artemia salina were also performed. We evaluated the interaction of the major compounds of the most toxic EO (X. emarginata) with the binding pocket of the enzyme Acetylcholinesterase, a molecular target related to toxicity in models of Artemia salina. The chemical composition of the EO of D. echinophora was characterized by β-phellandrene (39.12%), sabinene (17.08%) and terpinolene (11.17%). Spathulenol (22.22%), caryophyllene oxide (12.21%), humulene epoxide II (11.86%) and allo-aromadendrene epoxide (10.20%) were the major constituents of the EO from D. riparia. Spathulenol (5.65%) and caryophyllene oxide (5.63%) were the major compounds of the EO from X. emarginata. The EO of X. frutescens was characterized by α-pinene (20.84%) and byciclogermacrene (7.85%). The results of the radical scavenger DPPH assays ranged from 15.87 to 69.38% and the highest percentage of inhibition was observed for the EO of X. emarginata, while for ABTS radical scavenging, the antioxidant capacity of EOs varied from 14.61 to 63.67%, and the highest percentage of inhibition was observed for the EO of X. frutescens. The EOs obtained from D. echinophora, X. emarginata and X. frutescens showed high toxicity, while the EO of D. riparia was non-toxic. Because the EO of X. emarginata is the most toxic, we evaluated how its major constituents were able to interact with the Acetylcholinesterase enzyme. The docking results show that the compounds are able to bind to the binding pocket through non-covalent interactions with the residues of the binding pocket. The species X. emarginata and X. frutescens are the most promising sources of antioxidant compounds; in addition, the results obtained for preliminary cytotoxicity of the EOs of these species may also indicate a potential biological activity.
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15
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Cruz JN, Silva SG, Pereira DS, Souza Filho APDS, de Oliveira MS, Lima RR, Andrade EHDA. In Silico Evaluation of the Antimicrobial Activity of Thymol-Major Compounds in the Essential Oil of Lippia thymoides Mart. & Schauer (Verbenaceae). Molecules 2022; 27:molecules27154768. [PMID: 35897944 PMCID: PMC9331793 DOI: 10.3390/molecules27154768] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2022] [Revised: 07/19/2022] [Accepted: 07/21/2022] [Indexed: 12/10/2022] Open
Abstract
In this paper, we evaluated the drug-receptor interactions responsible for the antimicrobial activity of thymol, the major compound present in the essential oil (EO) of Lippia thymoides (L. thymoides) Mart. & Schauer (Verbenaceae). It was previously reported that this EO exhibits antimicrobial activity against Candida albicans (C. albicans), Staphylococcus aureus (S. aureus), and Escherichia coli (E. coli). Therefore, we used molecular docking, molecular dynamics simulations, and free energy calculations to investigate the interaction of thymol with pharmacological receptors of interest to combat these pathogens. We found that thymol interacted favorably with the active sites of the microorganisms’ molecular targets. MolDock Score results for systems formed with CYP51 (C. albicans), Dihydrofolate reductase (S. aureus), and Dihydropteroate synthase (E. coli) were −77.85, −67.53, and −60.88, respectively. Throughout the duration of the MD simulations, thymol continued interacting with the binding pocket of the molecular target of each microorganism. The van der Waals (ΔEvdW = −24.88, −26.44, −21.71 kcal/mol, respectively) and electrostatic interaction energies (ΔEele = −3.94, −11.07, −12.43 kcal/mol, respectively) and the nonpolar solvation energies (ΔGNP = −3.37, −3.25, −2.93 kcal/mol, respectively) were mainly responsible for the formation of complexes with CYP51 (C. albicans), Dihydrofolate reductase (S. aureus), and Dihydropteroate synthase (E. coli).
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Affiliation(s)
- Jorddy Neves Cruz
- Laboratory of Functional and Structural Biology, Institute of Biological Sciences, Federal University of Pará, Belém 66075-110, PA, Brazil;
- Adolpho Ducke Laboratory, Museu Paraense Emílio Goeldi, Belém 66077-830, PA, Brazil; (S.G.S.); (M.S.d.O.); (E.H.d.A.A.)
- Brazilian Agricultural Research Corporation (EMBRAPA), Belém 66095-100, PA, Brazil; (D.S.P.); (A.P.d.S.S.F.)
- Correspondence: or
| | - Sebastião Gomes Silva
- Adolpho Ducke Laboratory, Museu Paraense Emílio Goeldi, Belém 66077-830, PA, Brazil; (S.G.S.); (M.S.d.O.); (E.H.d.A.A.)
| | - Daniel Santiago Pereira
- Brazilian Agricultural Research Corporation (EMBRAPA), Belém 66095-100, PA, Brazil; (D.S.P.); (A.P.d.S.S.F.)
| | | | - Mozaniel Santana de Oliveira
- Adolpho Ducke Laboratory, Museu Paraense Emílio Goeldi, Belém 66077-830, PA, Brazil; (S.G.S.); (M.S.d.O.); (E.H.d.A.A.)
| | - Rafael Rodrigues Lima
- Laboratory of Functional and Structural Biology, Institute of Biological Sciences, Federal University of Pará, Belém 66075-110, PA, Brazil;
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16
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Molecular Modeling Approaches Can Reveal the Molecular Interactions Established between a Biofilm and the Bioactive Compounds of the Essential Oil of Piper divaricatum. Molecules 2022; 27:molecules27134199. [PMID: 35807444 PMCID: PMC9268680 DOI: 10.3390/molecules27134199] [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: 06/11/2022] [Revised: 06/23/2022] [Accepted: 06/25/2022] [Indexed: 01/27/2023] Open
Abstract
Molecular modeling approaches are used in a versatile way to investigate the properties of diverse organic and inorganic structures such as proteins, biomolecules, nanomaterials, functionalized nanoparticles, and membranes. However, more detailed studies are needed to understand the molecular nature of interactions established in gelatin biofilms impregnated with bioactive compounds. Because of this, we used computational methods to evaluate how the major compounds of Piper divaricatum essential oil can interact with the gelatin biofilm structure. For this, we used as inspiration the paper published, where various properties of the essential oil impregnated gelatin biofilm P. divaricatum are reported. After our computer simulations, we related our molecular observations to biofilm’s structural and mechanical properties. Our results suggest that the major compounds of the essential oil were able to interrupt intermolecular interactions between the chains of the biofilm matrix. However, the compounds also established interactions with the amino acid residues of these chains. Our molecular analyses also explain changes in the structural and mechanical properties of the essential oil-impregnated biofilm. These results can support the planning of functional packaging impregnated with bioactive compounds that can protect food against microorganisms harmful to human health.
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17
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Mota TF, Silva CMDA, Conceição MDS, Fraga DBM, Brodskyn CI, Neto MFDA, Santana IB, Mesquita PRR, Leite FHA, Magalhães-Júnior JT. Screening organic repellent compounds against Lutzomyia longipalpis (Diptera: Psychodidae) present in plant essential oils: Bioassay plus an in silico approach. Acta Trop 2022; 229:106367. [PMID: 35167802 DOI: 10.1016/j.actatropica.2022.106367] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2021] [Revised: 02/09/2022] [Accepted: 02/10/2022] [Indexed: 11/18/2022]
Abstract
In the Americas, Lutzomyia longipalpis is the most relevant sand fly species for the transmission of visceral leishmaniasis. For its vector control in Brazil, insecticide spraying has not shown persistent reduction in disease prevalence while some sand fly populations are reported resistant to the insecticides used in spraying. The usage of repellents and personal protection behavior can reduce vector borne diseases prevalence. Therefore, the search for new repellent compounds is needed to use together with insecticide spraying, especially from natural sources to overcome the resistance developed by some sand fly populations to the compounds commercially used. In silico strategies have been applied together with repellency bioassays successfully identifying new bioactive compounds from natural sources. Thus, the present study aimed to screen repellent potential of neem (Azadirachta indica), citronella (Cymbopogon winterianus), bushy matgrass (Lippia alba) and 'alecrim do mato' (Lippia thymoides) essential oils against L. longipalpis and to identify potential repellent compounds by chemical analysis and in silico approach. Plant essential oils were extracted from leaves and repellency bioassays were performed on volunteers using colony reared L. longipalpis. Aside from neem oil, all other tested essential oil has shown a reduced number of sand fly bites using higher concentrations. Chemical composition from oils was assessed and its compounds were screened on a pharmacophore model using odorant binding protein 1 (OBP1). All essential oils were majorly composed of either oxygenated monoterpenes, except for the oil extracted from neem which was composed of sesquiterpene hydrocarbons. Molecular docking was performed with the compounds that best superimposed in the OBP1 pharmacophore model, identifying those binding to OBP4, which is associated with insect repellency behavior. Citronellol, Citronellol acetate, Citronellal and Geranyl acetate showed similar interactions with OBP4 binding site as DEET. Thus, it is suggested that these compounds are able to bind to L. longipalpis OBP4 generating repellent behavior in sand flies.
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Affiliation(s)
- Tiago F Mota
- Laboratório de Interação Parasito-Hospedeiro e Epidemiologia (LaIPHE), Instituto Gonçalo Moniz (IGM), FIOCRUZ-BA, Rua Waldemar Falcão, 121 Candeal, 40296-710, Salvador, Bahia, Brazil.
| | - Caliene M de A Silva
- Centro Multidisciplinar do Campus de Barra da Universidade Federal do Oeste da Bahia, Bahia, Brasil
| | - Maurício Dos S Conceição
- Centro Multidisciplinar do Campus de Barra da Universidade Federal do Oeste da Bahia, Bahia, Brasil
| | - Deborah B M Fraga
- Laboratório de Interação Parasito-Hospedeiro e Epidemiologia (LaIPHE), Instituto Gonçalo Moniz (IGM), FIOCRUZ-BA, Rua Waldemar Falcão, 121 Candeal, 40296-710, Salvador, Bahia, Brazil; Departamento de Medicina Veterinária Preventiva e Produção Animal, Escola de Medicina Veterinária e Zootecnia, Universidade Federal da Bahia (UFBA), Av. Adhemar de Barros, 500 Ondina, 40170-110, Salvador, Bahia, Brazil
| | - Claudia I Brodskyn
- Laboratório de Interação Parasito-Hospedeiro e Epidemiologia (LaIPHE), Instituto Gonçalo Moniz (IGM), FIOCRUZ-BA, Rua Waldemar Falcão, 121 Candeal, 40296-710, Salvador, Bahia, Brazil
| | - Moysés F de A Neto
- Laboratório de Modelagem Molecular, Departamento de Saúde, Universidade Estadual de Feira de Santana, Bahia, Brasil
| | - Isis B Santana
- Laboratório de Modelagem Molecular, Departamento de Saúde, Universidade Estadual de Feira de Santana, Bahia, Brasil
| | - Paulo R R Mesquita
- Centro Tecnológico Agropecuário do Estado da Bahia (CETAB), Bahia, Brazil; Faculdade Maria Milza, Bahia, Brazil
| | - Franco H A Leite
- Laboratório de Modelagem Molecular, Departamento de Saúde, Universidade Estadual de Feira de Santana, Bahia, Brasil
| | - Jairo T Magalhães-Júnior
- Centro Multidisciplinar do Campus de Barra da Universidade Federal do Oeste da Bahia, Bahia, Brasil
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18
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A Comprehensive In Silico Exploration of Pharmacological Properties, Bioactivities, Molecular Docking, and Anticancer Potential of Vieloplain F from Xylopia vielana Targeting B-Raf Kinase. MOLECULES (BASEL, SWITZERLAND) 2022; 27:molecules27030917. [PMID: 35164181 PMCID: PMC8839023 DOI: 10.3390/molecules27030917] [Citation(s) in RCA: 17] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/27/2021] [Revised: 01/17/2022] [Accepted: 01/25/2022] [Indexed: 01/21/2023]
Abstract
Compounds derived from plants have several anticancer properties. In the current study, one guaiane-type sesquiterpene dimer, vieloplain F, isolated from Xylopia vielana species, was tested against B-Raf kinase protein (PDB: 3OG7), a potent target for melanoma. A comprehensive in silico analysis was conducted in this research to understand the pharmacological properties of a compound encompassing absorption, distribution, metabolism, excretion, and toxicity (ADMET), bioactivity score predictions, and molecular docking. During ADMET estimations, the FDA-approved medicine vemurafenib was hepatotoxic, cytochrome-inhibiting, and non-cardiotoxic compared to the vieloplain F. The bioactivity scores of vieloplain F were active for nuclear receptor ligand and enzyme inhibitor. During molecular docking experiments, the compound vieloplain F has displayed a higher binding potential with −11.8 kcal/mol energy than control vemurafenib −10.2 kcal/mol. It was shown that intermolecular interaction with the B-Raf complex and the enzyme’s active gorge through hydrogen bonding and hydrophobic contacts was very accurate for the compound vieloplain F, which was then examined for MD simulations. In addition, simulations using MM-GBSA showed that vieloplain F had the greatest propensity to bind to active site residues. The vieloplain F has predominantly represented a more robust profile compared to control vemurafenib, and these results opened the road for vieloplain F for its utilization as a plausible anti-melanoma agent and anticancer drug in the next era.
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19
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de Brito GA, Rocha de Oliveira PF, de Andrade Silva CM, de Araújo Neto MF, Leite FHA, Mesquita PRR, Mota TF, Magalhães-Junior JT. Identification of Bioactive Compounds against Aedes aegypti (Diptera: Culicidae) by Bioassays and in Silico Assays. Chem Biodivers 2021; 18:e2100242. [PMID: 34242481 DOI: 10.1002/cbdv.202100242] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2021] [Accepted: 07/08/2021] [Indexed: 11/10/2022]
Abstract
Most of the hematophagous insects act as disease vectors, including Aedes aegypti, responsible for transmitting some of the most critical arboviruses globally, such as Dengue. The use of repellents based on natural products is a promising alternative for personal protection compared to industrial chemical repellents. In this study, the repellent effect of essential oils extracted from Lippia thymoides, Lippia alba, Cymbopogon winterianus, and Eucalyptus globulus leaves was evaluated. Essential oils used showed repellent activity against Ae. aegypti in laboratory bioassays, obtaining protection rates above 70 % from 3.75 mg/mL and higher concentration for all analyzed oils. GC/MS identified 57 constituents, which were used in the ligand-based pharmacophore model to expose compounds with requirements for repellents that modulate mosquitoes behavior through odorant-binding protein 1 Ae. aegypti. Ligand-based pharmacophore model approach results suggested that repellent activity from C. winterianus, L. alba, and L. thymoides essential oils' metabolites is related to Citronelal (QFIT=26.77), Citronelol (QFIT=11.29), Citronelol acetate (QFIT=52.22) and Geranil acetate (QFIT=10.28) with synergistic or individual activity. E. globulus essential oil's repellent activity is associated with Ledol (0.94 %; QFIT=41.95). Molecular docking was applied to understand the binding mode and affinity of the essential oils' data set at the protein binding site. According to molecular docking, Citronelol (ChemPLP=60.98) and geranyl acetate (ChemPLP=60.55) were the best-classified compounds compared to the others and they can be explored to develop new repellents.
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Affiliation(s)
| | | | | | | | | | | | - Tiago Feitosa Mota
- Doutorando em Biotecnologia em Saúde e Medicina Investigativa, Instituto Gonçalo Moniz - FIOCRUZ, Bahia, Brasil
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20
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Castro ALG, Cruz JN, Sodré DF, Correa-Barbosa J, Azonsivo R, de Oliveira MS, de Sousa Siqueira JE, da Rocha Galucio NC, de Oliveira Bahia M, Burbano RMR, do Rosário Marinho AM, Percário S, Dolabela MF, Vale VV. Evaluation of the genotoxicity and mutagenicity of isoeleutherin and eleutherin isolated from Eleutherine plicata herb. using bioassays and in silico approaches. ARAB J CHEM 2021. [DOI: 10.1016/j.arabjc.2021.103084] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
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21
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Almeida VM, Dias ÊR, Souza BC, Cruz JN, Santos CBR, Leite FHA, Queiroz RF, Branco A. Methoxylated flavonols from Vellozia dasypus Seub ethyl acetate active myeloperoxidase extract: in vitro and in silico assays. J Biomol Struct Dyn 2021; 40:7574-7583. [PMID: 33739225 DOI: 10.1080/07391102.2021.1900916] [Citation(s) in RCA: 29] [Impact Index Per Article: 9.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
This study aimed to evaluate the effect of a methoxylated fraction from Vellozia dasypus Seub on myeloperoxidase (MPO)-chlorinating activity and subsequent in silico assays for binding profile prediction. Therefore, the ethyl acetate extract of aerial parts from Vellozia dasypus Seub was fractionated on open-column chromatography containing SiO2 and eluted with solvent in crescent polarity to yield a fraction with a mixture of flavonols quercetin 3-O-methyl ether (1) and 6-C-methyl quercetin 3-O-methyl ether (2). Their chemical structures were proposed by HPLC coupled to photodiode array (HPLC-DAD) and mass spectrometer using electrospray ionization multistage analysis (HPLC-MS/MS). The fraction enriched with compounds 1 and 2 inhibited more efficiently the in vitro MPO-chlorinating activity (IC50 = 40 µg/mL) than the ethyl acetate extract (IC50 = 64.0 µg/mL). Molecular docking studies revealed that these compounds interact with MPO active pocket similarly to trifluoromethyl-substituted aromatic hydroxamate, a well-known MPO inhibitor, co-crystallized at the MPO binding site (PDB ID: 4C1M). Molecular dynamics trajectories confirmed that these two molecules interact with the MPO binding site with a similar energetic pattern when compared to the crystallographic ligand. Taken together, these data expand the sources of phenolic natural compounds that may be further investigated against inflammation-related diseases.Communicated by Ramaswamy H. Sarma.
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Affiliation(s)
- Verônica M Almeida
- Department of Health, State University of Feira de Santana, Feira de Santana, Brazil.,Graduate Program in Biotechnology, State University of Feira de Santana, Feira de Santana, Brazil
| | - Êuder R Dias
- Department of Health, State University of Feira de Santana, Feira de Santana, Brazil.,Graduate Program in Biotechnology, State University of Feira de Santana, Feira de Santana, Brazil
| | - Bruno C Souza
- Graduate Program in Biotechnology, State University of Feira de Santana, Feira de Santana, Brazil
| | - Jorddy N Cruz
- Department of Biological Sciences and Health, Federal University of Amapá, Macapá, Brazil
| | - Cleydson B R Santos
- Department of Biological Sciences and Health, Federal University of Amapá, Macapá, Brazil
| | - Franco H A Leite
- Department of Health, State University of Feira de Santana, Feira de Santana, Brazil.,Graduate Program in Biotechnology, State University of Feira de Santana, Feira de Santana, Brazil
| | - Raphael F Queiroz
- Department of Natural Sciences, State University of Southwestern Bahia, Vitória da Conquista, Brazil
| | - Alexsandro Branco
- Department of Health, State University of Feira de Santana, Feira de Santana, Brazil.,Graduate Program in Biotechnology, State University of Feira de Santana, Feira de Santana, Brazil
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22
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Olasupo SB, Uzairu A, Shallangwa GA, Uba S. Unveiling novel inhibitors of dopamine transporter via in silico drug design, molecular docking, and bioavailability predictions as potential antischizophrenic agents. FUTURE JOURNAL OF PHARMACEUTICAL SCIENCES 2021. [DOI: 10.1186/s43094-021-00198-3] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022] Open
Abstract
Abstract
Background
The inhibition of dopamine transporter is known to play a significant role in the treatment of schizophrenia-related and other mental disorders. In a continuing from our previous study, computational drug design approach, molecular docking simulation, and pharmacokinetics study were explored for the identification of novel inhibitors dopamine transporter as potential Antischizophrenic agents. Consequently, thirteen (13) new inhibitors of dopamine transporter were designed by selecting the molecule with serial number 39 from our previous study as the template molecule because it exhibits good pharmacological attributes.
Results
Molecular docking simulation results revealed excellent molecular interactions between the protein target (PDB: 4m48) and the ligands (designed inhibitors) with major interactions that involved hydrogen bonding and hydrophobic interactions. Also, some of the designed inhibitors displayed a superior binding affinity range from − 10.0 to − 10.7 kcal/mol compared to the referenced drug (Lumateperone) with a binding affinity of − 9.7 kcal/mol. Computed physicochemical parameters showed that none of the designed inhibitors including the referenced drug violate Lipinski’s rule of five indicating that all the designed inhibitors would be orally bioavailable as potential drug candidates. Similarly, the ADMET/pharmacokinetics evaluations of some designed inhibitors revealed that they possessed good absorption, distribution, metabolism and excretion properties and none of the inhibitors is neither carcinogens nor toxic toward human ether-a-go-go related gene (hERG I) inhibitor or skin sensitization. Likewise, the BOILED-Egg graphics unveils that all the designed inhibitors demonstrate a high probability to be absorbed by the human gastrointestinal tract and could permeate into the brain. Besides, the predicted bioactive parameters suggested that all the selected inhibitors would be active as drug candidates. Furthermore, the synthetic accessibility scores for all the selected inhibitors and referenced drug lied within the easy zone (i.e., between 1–4) with their computed values range from 2.55 to 3.92, this implies that all the selected inhibitors would be very easy to synthesize in the laboratory.
Conclusions
Hence, all the designed inhibitors having shown excellent pharmacokinetics properties and good bioavailabilities attributes with remarkable biochemical interactions could be developed and optimized as novel Antischizophrenic agents after the conclusion of other experimental investigations.
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23
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Munjal NS, Shukla R, Singh TR. Physicochemical characterization of paclitaxel prodrugs with cytochrome 3A4 to correlate solubility and bioavailability implementing molecular docking and simulation studies. J Biomol Struct Dyn 2021; 40:5983-5995. [PMID: 33491578 DOI: 10.1080/07391102.2021.1875881] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
Abstract
Prodrugs are biologically inactive drug molecules that may be developed through rational drug design with an objective to improve a drug's pharmaceutical and pharmacokinetic properties. Paclitaxel, a highly potent anticancer drug, is directed against many cancers like breast cancer, ovarian cancer, lung cancer, head and neck tumors, non-small cell lung cancer, and Kaposi's sarcoma, etc. Along with its excellent antitumor activity the drug had a major limitation of low water solubility. To overcome this limitation of this nanomolar active drug many prodrugs were formed in the past. Though increase in the solubility of the drug was obtained but that may or may not account for its increase in bioavailability. CYP3A4 liver enzymes are responsible for the metabolism of fifty percent of the drugs and are major metabolizing enzyme for paclitaxel. Phosphate prodrugs are well known to account the insolubility of many drugs and thus increasing their bioavailability also. In this study, we calculated the ADMET properties of a dataset of twenty phosphate prodrugs of paclitaxel. On the basis of reflection of three favourable properties, ten prodrugs were chosen for further docking studies against CYP3A4. Finally, three prodrugs showing unfavourable binding affinities were selected for Molecular Dynamics Simulations and from this in-silico study we identified that all the three selected prodrugs were unstable as compared to the paclitaxel. The instability of these prodrugs showed their lesser interaction with the CYP3A4 and hence contributing more towards its bioavailability. Thus the three suggested prodrugs those were studied in-silico for oral bioavailability can be further validated for gastrointestinal cancer.Communicated by Ramaswamy H. Sarma.
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Affiliation(s)
- Nupur S Munjal
- Department of Biotechnology and Bioinformatics, Jaypee University of Information Technology, Solan, Himachal Pradesh, India
| | - Rohit Shukla
- Department of Biotechnology and Bioinformatics, Jaypee University of Information Technology, Solan, Himachal Pradesh, India
| | - Tiratha Raj Singh
- Department of Biotechnology and Bioinformatics, Jaypee University of Information Technology, Solan, Himachal Pradesh, India.,Centre of Excellence in Healthcare Technologies and Informatics (CEHTI), Department of Biotechnology and Bioinformatics, Jaypee University of Information Technology, Solan, Himachal Pradesh, India
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24
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Cruz JV, Giuliatti S, Alves LB, Silva RC, Ferreira EFB, Kimani NM, Silva CHTP, Souza JSND, Espejo-Román JM, Santos CBR. Identification of novel potential cyclooxygenase-2 inhibitors using ligand- and structure-based virtual screening approaches. J Biomol Struct Dyn 2021; 40:5386-5408. [PMID: 33427075 DOI: 10.1080/07391102.2020.1871413] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/18/2023]
Abstract
Cyclooxygenase 2 (COX-2) is a well-established target for the design of anti-inflammatory intermediates. Celecoxib was selected as a template molecule to perform ligand-based virtual screening, i.e. to search for structures with similarity in shape and electrostatic potential, with a gradual increase in accuracy through the combined fitting of several steps using eight commercial databases. The molecules ZINC408709 and ZINC2090319 reproduced values within the limits established in an initial study of absorption and distribution in the body. No alert was fired for possible toxic groups when these molecules were subjected to toxicity prediction. Molecular docking results with these compounds showed a higher binding affinity in comparison to rofecoxib for the COX-2 target. Additionally, ZINC408709 and ZINC2090319 were predicted to be potentially biologically active. In in silico prediction of endocrine disruption potential, it was established that the molecule ZINC2090319 binds strongly to the target related to cardiovascular risk in a desirable way as a non-steroidal antagonist and ZINC408709 binds strongly to the target that is associated with the treatment of inflammatory pathologies and similar to celecoxib. Metabolites generated from these compounds are less likely to have side effects. Simulations were used to evaluate the interaction of compounds with COX-1 and COX-2 during 200 ns. Despite the differences, ZINC408709 molecule showed better stability for COX-2 during molecular dynamics simulation. In the calculations of free energy MM/PBSA, the molecule ZINC408709 ΔGbind value has a higher affinity to celecoxib and rofecoxib COX-2. This demonstrates that the selected substances can be considered as promising COX-2 inhibitors. Communicated by Ramaswamy H. Sarma.
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Affiliation(s)
- Josiane V Cruz
- Graduate Program in Pharmaceutical Innovation, Department of Biological Sciences and Health, Federal University of Amapá, Macapá, Brazil.,Laboratory of Modeling and Computational Chemistry, Department of Biological Sciences and Health, Federal University of Amapá, Macapá, Brazil
| | - Silvana Giuliatti
- Bioinformatics Group, Department of Genetics, Faculty of Medicine of Ribeirão Preto, University of São Paulo, Ribeirão Preto, Brazil
| | - Levy B Alves
- Bioinformatics Group, Department of Genetics, Faculty of Medicine of Ribeirão Preto, University of São Paulo, Ribeirão Preto, Brazil
| | - Raí C Silva
- Departamento de Química, Faculdade de Filosofia, Ciências e Letras de Ribeirão Preto, Universidade de São Paulo, Ribeirão Preto-SP, Brazil
| | - Elenilze F B Ferreira
- Graduate Program in Pharmaceutical Innovation, Department of Biological Sciences and Health, Federal University of Amapá, Macapá, Brazil.,Laboratory of Modeling and Computational Chemistry, Department of Biological Sciences and Health, Federal University of Amapá, Macapá, Brazil.,Laboratory of Organic Chemistry and Biochemistry, University of the State of Amapá, Macapá, Brazil
| | - Njogu M Kimani
- Department of Physical Sciences, University of Embu, Embu, Kenya
| | - Carlos H T P Silva
- Departamento de Química, Faculdade de Filosofia, Ciências e Letras de Ribeirão Preto, Universidade de São Paulo, Ribeirão Preto-SP, Brazil.,Computational Laboratory of Pharmaceutical Chemistry, Faculty of Pharmaceutical Sciences of Ribeirão Preto, University of São Paulo, Ribeirão Preto, Brazil
| | - João S N de Souza
- Department of Chemistry, Federal University of Piaui, Teresina, Brazil
| | - José M Espejo-Román
- Department of Pharmaceutical Organic Chemistry, Faculty of Pharmacy, Biosanitary Institute of Granada (Ibs.GRANADA), University of Granada, Granada, Spain
| | - Cleydson B R Santos
- Graduate Program in Pharmaceutical Innovation, Department of Biological Sciences and Health, Federal University of Amapá, Macapá, Brazil.,Laboratory of Modeling and Computational Chemistry, Department of Biological Sciences and Health, Federal University of Amapá, Macapá, Brazil
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25
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Neto RDAM, Santos CBR, Henriques SVC, Machado LDO, Cruz JN, da Silva CHTDP, Federico LB, Oliveira EHCD, de Souza MPC, da Silva PNB, Taft CA, Ferreira IM, Gomes MRF. Novel chalcones derivatives with potential antineoplastic activity investigated by docking and molecular dynamics simulations. J Biomol Struct Dyn 2020; 40:2204-2216. [DOI: 10.1080/07391102.2020.1839562] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Affiliation(s)
- Raimundo de A. M. Neto
- Departamento de Ciências Biológicas e da Saúde, Universidade Federal do Amapá, Macapá, Brasil
| | - Cleydson B. R. Santos
- Departamento de Ciências Biológicas e da Saúde, Universidade Federal do Amapá, Macapá, Brasil
| | | | - Letícia de O. Machado
- Departamento de Ciências Biológicas e da Saúde, Universidade Federal do Amapá, Macapá, Brasil
| | - Jorddy N. Cruz
- Departamento de Ciências Biológicas e da Saúde, Universidade Federal do Amapá, Macapá, Brasil
| | | | - Leonardo B. Federico
- Faculdade de Ciências Farmacêuticas de Ribeirão Preto, Universidade de São Paulo, Ribeirão Preto, Brasil
| | | | | | | | - Carlton A. Taft
- Centro Brasileiro de Pesquisas Físicas, Urca, Rio de Janeiro, Brasil
| | | | - Madson R. F. Gomes
- Departamento de Ciências Biológicas e da Saúde, Universidade Federal do Amapá, Macapá, Brasil
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26
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Hdoufane I, Bjij I, Oubahmane M, Soliman MES, Villemin D, Cherqaoui D. In silico design and analysis of NS4B inhibitors against hepatitis C virus. J Biomol Struct Dyn 2020; 40:1915-1929. [PMID: 33118481 DOI: 10.1080/07391102.2020.1839561] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
Abstract
The hepatitis C virus is a communicable disease that gradually harms the liver leading to cirrhosis and hepatocellular carcinoma. Important therapeutic interventions have been reached since the discovery of the disease. However, its resurgence urges the need for new approaches against this malady. The NS4B receptor is one of the important proteins for Hepatitis C Virus RNA replication that acts by mediating different viral properties. In this work, we opt to explore the relationships between the molecular structures of biologically tested NS4B inhibitors and their corresponding inhibitory activities to assist the design of novel and potent NS4B inhibitors. For that, a set of 115 indol-2-ylpyridine-3-sulfonamides (IPSA) compounds with inhibitory activity against NS4B is used. A hybrid genetic algorithm combined with multiple linear regressions (GA-MLR) was implemented to construct a predictive model. This model was further used and applied to a set of compounds that were generated based on a pharmacophore modeling study combined with virtual screening to identify structurally similar lead compounds. Multiple filtrations were implemented for selecting potent hits. The selected hits exhibited advantageous molecular features, allowing for favorable inhibitory activity against HCV. The results showed that 7 out of 1285 screened compounds, were selected as potent candidate hits where Zinc14822482 exhibits the best predicted potency and pharmacophore features. The predictive pharmacokinetic analysis further justified the compounds as potential hit molecules, prompting their recommendation for a confirmatory biological evaluation. We believe that our strategy could help in the design and screening of potential inhibitors in drug discovery.Communicated by Ramaswamy H. Sarma.
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Affiliation(s)
- Ismail Hdoufane
- Department of Chemistry, Faculty of Science Semlalia, Laboratory of Molecular Chemistry, Marrakech, Morocco
| | - Imane Bjij
- Department of Chemistry, Faculty of Science Semlalia, Laboratory of Molecular Chemistry, Marrakech, Morocco.,School of Health Sciences, University of KwaZulu-Natal, Westville, Durban, South Africa
| | - Mehdi Oubahmane
- Department of Chemistry, Faculty of Science Semlalia, Laboratory of Molecular Chemistry, Marrakech, Morocco
| | - Mahmoud E S Soliman
- School of Health Sciences, University of KwaZulu-Natal, Westville, Durban, South Africa
| | - Didier Villemin
- Ecole Nationale Supérieure d'Ingénieurs (E.N.S.I.) I. S. M. R. A., LCMT, UMR CNRS n° 6507, Caen, France
| | - Driss Cherqaoui
- Department of Chemistry, Faculty of Science Semlalia, Laboratory of Molecular Chemistry, Marrakech, Morocco
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27
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Jonniya NA, Sk MF, Kar P. A comparative study of structural and conformational properties of WNK kinase isoforms bound to an inhibitor: insights from molecular dynamic simulations. J Biomol Struct Dyn 2020; 40:1400-1415. [DOI: 10.1080/07391102.2020.1827035] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Affiliation(s)
- Nisha Amarnath Jonniya
- Discipline of Biosciences and Biomedical Engineering, Indian Institute of Technology Indore, Indore, Madhya Pradesh, India
| | - Md Fulbabu Sk
- Discipline of Biosciences and Biomedical Engineering, Indian Institute of Technology Indore, Indore, Madhya Pradesh, India
| | - Parimal Kar
- Discipline of Biosciences and Biomedical Engineering, Indian Institute of Technology Indore, Indore, Madhya Pradesh, India
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28
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Lima ADM, Siqueira AS, Möller MLS, Souza RCD, Cruz JN, Lima ARJ, Silva RCD, Aguiar DCF, Junior JLDSGV, Gonçalves EC. In silico improvement of the cyanobacterial lectin microvirin and mannose interaction. J Biomol Struct Dyn 2020; 40:1064-1073. [PMID: 32990187 DOI: 10.1080/07391102.2020.1821782] [Citation(s) in RCA: 30] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
Lectins that bind to HIV envelope glycoprotein can inhibit virus-cell fusion and be used for rational drug design. This paper presents the results of an in silico approach to improve affinity interaction between the cyanobacterial lectin microvirin and its ligand Manα(1-2)Man. Comparative modeling and molecular dynamics tools were used. Additionally, the alanine scanning webserver was used to study the importance of protein residues in the binding site and to guide mutant production. The model obtained presented two homologous domains designated as domains A and B, each consisting of a single strand with triple and antiparallel β-sheets of (β1-β3 and β6-β8). Disulfide bonds between the cysteines (Cys60-Cys80, Cys63-Cys78 and Cys8-Cys24) were also found. The highly conserved binding site, including residues Asn44, Ile45, Asp46, Gln54, Asn55, Glu58, Thr59, Gln81, Thr82 and Met83. The RMSD values of the di-mannose and the interaction site were very stable during the molecular dynamics. Calculations of the occupation time of the hydrogen bonds were made for the residues that showed interaction in the complex lectin and ligand. The residue that contributed most to the interaction with Manα(1-2)Man was Asn55. After validation, the model generated remained stable during the entire simulation. Despite its structural similarity with the template we used, our mutant (Thr82Arg) showed a higher affinity interaction with Manα(1-2)Man. Communicated by Ramaswamy H. Sarma.
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Affiliation(s)
- Adonis de Melo Lima
- Laboratório de Tecnologia Biomolecular, Instituto de Ciências Biológicas, Universidade Federal do Pará, Belém, Brazil
| | - Andrei Santos Siqueira
- Laboratório de Tecnologia Biomolecular, Instituto de Ciências Biológicas, Universidade Federal do Pará, Belém, Brazil
| | - Marina Luiza Saraiva Möller
- Laboratório de Tecnologia Biomolecular, Instituto de Ciências Biológicas, Universidade Federal do Pará, Belém, Brazil
| | | | - Jorddy Neves Cruz
- Laboratório de Tecnologia Biomolecular, Instituto de Ciências Biológicas, Universidade Federal do Pará, Belém, Brazil
| | - Alex Ranieri Jerônimo Lima
- Laboratório de Tecnologia Biomolecular, Instituto de Ciências Biológicas, Universidade Federal do Pará, Belém, Brazil
| | - Ronaldo Correia da Silva
- Laboratório de Tecnologia Biomolecular, Instituto de Ciências Biológicas, Universidade Federal do Pará, Belém, Brazil
| | | | | | - Evonnildo Costa Gonçalves
- Laboratório de Tecnologia Biomolecular, Instituto de Ciências Biológicas, Universidade Federal do Pará, Belém, Brazil
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29
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Identification of Potential COX-2 Inhibitors for the Treatment of Inflammatory Diseases Using Molecular Modeling Approaches. Molecules 2020; 25:molecules25184183. [PMID: 32932669 PMCID: PMC7570943 DOI: 10.3390/molecules25184183] [Citation(s) in RCA: 33] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2020] [Revised: 09/08/2020] [Accepted: 09/09/2020] [Indexed: 02/07/2023] Open
Abstract
Non-steroidal anti-inflammatory drugs are inhibitors of cyclooxygenase-2 (COX-2) that were developed in order to avoid the side effects of non-selective inhibitors of COX-1. Thus, the present study aims to identify new selective chemical entities for the COX-2 enzyme via molecular modeling approaches. The best pharmacophore model was used to identify compounds within the ZINC database. The molecular properties were determined and selected with Pearson’s correlation for the construction of quantitative structure–activity relationship (QSAR) models to predict the biological activities of the compounds obtained with virtual screening. The pharmacokinetic/toxicological profiles of the compounds were determined, as well as the binding modes through molecular docking compared to commercial compounds (rofecoxib and celecoxib). The QSAR analysis showed a fit with R = 0.9617, R2 = 0.9250, standard error of estimate (SEE) = 0.2238, and F = 46.2739, with the tetra-parametric regression model. After the analysis, only three promising inhibitors were selected, Z-964, Z-627, and Z-814, with their predicted pIC50 (−log IC50) values, Z-814 = 7.9484, Z-627 = 9.3458, and Z-964 = 9.5272. All candidates inhibitors complied with Lipinski’s rule of five, which predicts a good oral availability and can be used in in vitro and in vivo tests in the zebrafish model in order to confirm the obtained in silico data.
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30
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Hassan SSU, Zhang WD, Jin HZ, Basha SH, Priya SVSS. In-silico anti-inflammatory potential of guaiane dimers from Xylopia vielana targeting COX-2. J Biomol Struct Dyn 2020; 40:484-498. [PMID: 32876526 DOI: 10.1080/07391102.2020.1815579] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
Natural products of herbal origin are prodigious to display diverse pharmacological activities. In the present study, five guaiane-type sesquiterpene dimers, xylopidimers A - E (1-5), isolated from Xylopia vielana species were tested against COX-2 protein target (PDB: 1CX2), a potent target for anti-inflammatory agents. To better understand the pharmacological properties of all these compounds, in this work, a systemic in silico study was performed on xylopidimers A-E using molecular docking, ADMET analysis and MD simulations. During ADMET predictions the two compounds xylopidimer C, D displayed best results as compared to others. The compound xylopidimer C was further evaluated for its MD simulations and its molecular interactions with COX2 complex showed clear interactions with active gorge of the enzyme through hydrogen bonding as well as hydrophobic contacts. The xylopidimer C has shown the best binding potential with -10.57Kcal/mol energy with 17.92 nano molar of predicted inhibition constant better than Ibuprofen and Felbinac. These findings provide enough significant information for designing and developing novel targeted base anti-inflammatory drugs from guaiane dimers.
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Affiliation(s)
- Syed Shams Ul Hassan
- Shanghai Key Laboratory for Molecular Engineering of Chiral Drugs, School of Pharmacy, Shanghai Jiao Tong University, Shanghai, PR China.,Department of Natural Product Chemistry, School of Pharmacy, Shanghai Jiao Tong University, Shanghai, PR China
| | - Wei-Dong Zhang
- Shanghai Key Laboratory for Molecular Engineering of Chiral Drugs, School of Pharmacy, Shanghai Jiao Tong University, Shanghai, PR China.,Department of Natural Product Chemistry, School of Pharmacy, Shanghai Jiao Tong University, Shanghai, PR China
| | - Hui-Zi Jin
- Shanghai Key Laboratory for Molecular Engineering of Chiral Drugs, School of Pharmacy, Shanghai Jiao Tong University, Shanghai, PR China.,Department of Natural Product Chemistry, School of Pharmacy, Shanghai Jiao Tong University, Shanghai, PR China
| | | | - S V S Sasi Priya
- Innovative Informatica Technologies, Hyderabad, India.,Department of Pharmaceutical chemistry, Faculty of Pharmacy, M. S. Ramaiah University of Applied Sciences, Bangalore, India
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31
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Costa EB, Silva RC, Espejo-Román JM, Neto MFDA, Cruz JN, Leite FHA, Silva CHTP, Pinheiro JC, Macêdo WJC, Santos CBR. Chemometric methods in antimalarial drug design from 1,2,4,5-tetraoxanes analogues. SAR AND QSAR IN ENVIRONMENTAL RESEARCH 2020; 31:677-695. [PMID: 32854545 DOI: 10.1080/1062936x.2020.1803961] [Citation(s) in RCA: 32] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/28/2020] [Accepted: 07/28/2020] [Indexed: 06/11/2023]
Abstract
A set of 23 steroidal 1,2,4,5-tetraoxane analogues were studied using quantum-chemical method (B3LYP/6-31 G*) and multivariate analyses (PCA, HCA, KNN and SIMCA) in order to calculate the properties and correlate them with antimalarial activity (log RA) against Plasmodium falciparum clone D-6 from Sierra Leone. PCA results indicated 99.94% of the total variance and it was possible to divide the compounds into two classes: less and more active. Descriptors responsible for separating were: highest occupied molecular orbital energy (HOMO), bond length (O1-O2), Mulliken electronegativity (χ) and Bond information content (BIC0). We use HCA, KNN and SIMCA to explain relationships between molecular properties and biological activity of a training set and to predict antimalarial activity (log RA) of 13 compounds (#24-36) with unknown biological activity. We apply molecular docking simulations to identify intermolecular interactions with a selected biological target. The results obtained in multivariate analysis aided in the understanding of the activity of the new compound's design (#24-36). Thus, through chemometric analyses and docking molecular study, we propose theoretical synthetic routes for the most promising compounds 28, 30, 32 and 36 that can proceed to synthesis steps and in vitro and in vivo assays.
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Affiliation(s)
- E B Costa
- Centro de Ciências Naturais e Humanas, Universidade Federal ABC , Santo André, Brazil
- Laboratório de Química Teórica e Computacional, Faculdade de Química, Instituto de Ciências Naturais e Exatas, Universidade Federal do Pará , Belém, Brazil
| | - R C Silva
- Departamento de Ciências Farmacêuticas, Faculdade de Ciências Farmacêuticas de Ribeirão Preto, Universidade de São Paulo , Ribeirão Preto, Brazil
- Departamento de Química, Faculdade de Filosofia, Ciências e Letras de Ribeirão Preto, Universidade de São Paulo , Ribeirão Preto, Brazil
- Laboratorio de Modelagem e Química Computacional, Departamento de Ciências Biológicas e da Saúde, Universidade Federal do Amapá , Macapá, Brazil
| | - J M Espejo-Román
- Department of Pharmaceutical and Organic Chemistry, Faculty of Pharmacy, University of Granada , Granada, Spain
| | - M F de A Neto
- Laboratório de Modelagem Molecular, Universidade Estadual de Feira de Santana , Feira de Santana, Brazil
| | - J N Cruz
- Laboratorio de Modelagem e Química Computacional, Departamento de Ciências Biológicas e da Saúde, Universidade Federal do Amapá , Macapá, Brazil
| | - F H A Leite
- Laboratório de Modelagem Molecular, Universidade Estadual de Feira de Santana , Feira de Santana, Brazil
| | - C H T P Silva
- Departamento de Ciências Farmacêuticas, Faculdade de Ciências Farmacêuticas de Ribeirão Preto, Universidade de São Paulo , Ribeirão Preto, Brazil
- Departamento de Química, Faculdade de Filosofia, Ciências e Letras de Ribeirão Preto, Universidade de São Paulo , Ribeirão Preto, Brazil
| | - J C Pinheiro
- Laboratório de Química Teórica e Computacional, Faculdade de Química, Instituto de Ciências Naturais e Exatas, Universidade Federal do Pará , Belém, Brazil
| | - W J C Macêdo
- Laboratório de Química Teórica e Computacional, Faculdade de Química, Instituto de Ciências Naturais e Exatas, Universidade Federal do Pará , Belém, Brazil
- Laboratorio de Modelagem e Química Computacional, Departamento de Ciências Biológicas e da Saúde, Universidade Federal do Amapá , Macapá, Brazil
- Laboratório de Modelagem Molecular e Simulação de Sistema, Universidade Federal Rural da Amazônia - Campus Capanema , Capanema, Brazil
| | - C B R Santos
- Laboratório de Química Teórica e Computacional, Faculdade de Química, Instituto de Ciências Naturais e Exatas, Universidade Federal do Pará , Belém, Brazil
- Laboratorio de Modelagem e Química Computacional, Departamento de Ciências Biológicas e da Saúde, Universidade Federal do Amapá , Macapá, Brazil
- Laboratório de Modelagem Molecular e Simulação de Sistema, Universidade Federal Rural da Amazônia - Campus Capanema , Capanema, Brazil
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32
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Leão RP, Cruz JV, da Costa GV, Cruz JN, Ferreira EFB, Silva RC, de Lima LR, Borges RS, dos Santos GB, Santos CBR. Identification of New Rofecoxib-Based Cyclooxygenase-2 Inhibitors: A Bioinformatics Approach. Pharmaceuticals (Basel) 2020; 13:E209. [PMID: 32858871 PMCID: PMC7559105 DOI: 10.3390/ph13090209] [Citation(s) in RCA: 32] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2020] [Revised: 08/17/2020] [Accepted: 08/17/2020] [Indexed: 02/07/2023] Open
Abstract
The cyclooxygenase-2 receptor is a therapeutic target for planning potential drugs with anti-inflammatory activity. The selective cyclooxygenase-2 (COX-2) inhibitor rofecoxib was selected as a pivot molecule to perform virtual ligand-based screening from six commercial databases. We performed the search for similarly shaped Rapid Overlay of Chemical Structures (ROCS) and electrostatic (EON) compounds. After, we used pharmacokinetic and toxicological parameters to determine the best potential compounds, obtained through the softwares QikProp and Derek, respectively. Then, the compounds proceeded to the molecular anchorage study, which showed promising results of binding affinity with the hCOX-2 receptor: LMQC72 (∆G = -11.0 kcal/mol), LMQC36 (∆G = -10.6 kcal/mol), and LMQC50 (∆G = -10.2 kcal/mol). LMQC72 and LMQC36 showed higher binding affinity compared to rofecoxib (∆G = -10.4 kcal/mol). Finally, molecular dynamics (MD) simulations were used to evaluate the interaction of the compounds with the target hCOX-2 during 150 ns. In all MD simulation trajectories, the ligands remained interacting with the protein until the end of the simulation. The compounds were also complexing with hCOX-2 favorably. The compounds obtained the following affinity energy values: rofecoxib: ΔGbind = -45.31 kcal/mol; LMQC72: ΔGbind = -38.58 kcal/mol; LMQC36: ΔGbind = -36.10 kcal/mol; and LMQC50: ΔGbind = -39.40 kcal/mol. The selected LMQC72, LMQC50, and LMQC36 structures showed satisfactory pharmacokinetic results related to absorption and distribution. The toxicological predictions of these compounds did not display alerts for possible toxic groups and lower risk of cardiotoxicity compared to rofecoxib. Therefore, future in vitro and in vivo studies are needed to confirm the anti-inflammatory potential of the compounds selected here with bioinformatics approaches based on rofecoxib ligand.
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Affiliation(s)
- Rozires P. Leão
- Graduate Program in Medicinal Chemistry and Molecular Modeling, Health Science Institute, Federal University of Pará, Belém 66075-110, PA, Brazil; (R.P.L.); (R.C.S.); (L.R.d.L.); (R.S.B.)
- Laboratory of Modeling and Computational Chemistry, Department of Biological and Health Sciences, Federal University of Amapá, Macapá 68902-280, AP, Brazil.; (J.V.C.); (G.V.d.C.); (J.N.C.); (E.F.B.F.)
| | - Josiane V. Cruz
- Laboratory of Modeling and Computational Chemistry, Department of Biological and Health Sciences, Federal University of Amapá, Macapá 68902-280, AP, Brazil.; (J.V.C.); (G.V.d.C.); (J.N.C.); (E.F.B.F.)
| | - Glauber V. da Costa
- Laboratory of Modeling and Computational Chemistry, Department of Biological and Health Sciences, Federal University of Amapá, Macapá 68902-280, AP, Brazil.; (J.V.C.); (G.V.d.C.); (J.N.C.); (E.F.B.F.)
| | - Jorddy N. Cruz
- Laboratory of Modeling and Computational Chemistry, Department of Biological and Health Sciences, Federal University of Amapá, Macapá 68902-280, AP, Brazil.; (J.V.C.); (G.V.d.C.); (J.N.C.); (E.F.B.F.)
| | - Elenilze F. B. Ferreira
- Laboratory of Modeling and Computational Chemistry, Department of Biological and Health Sciences, Federal University of Amapá, Macapá 68902-280, AP, Brazil.; (J.V.C.); (G.V.d.C.); (J.N.C.); (E.F.B.F.)
- Laboratory of Organic Chemistry and Biochemistry, University of State of Amapá, Macapá 68900-070, AP, Brazil
| | - Raí C. Silva
- Graduate Program in Medicinal Chemistry and Molecular Modeling, Health Science Institute, Federal University of Pará, Belém 66075-110, PA, Brazil; (R.P.L.); (R.C.S.); (L.R.d.L.); (R.S.B.)
- Laboratory of Modeling and Computational Chemistry, Department of Biological and Health Sciences, Federal University of Amapá, Macapá 68902-280, AP, Brazil.; (J.V.C.); (G.V.d.C.); (J.N.C.); (E.F.B.F.)
- Department of Chemistry, Faculty of Philosophy, Sciences and Letters of Ribeirão Preto, University of São Paulo, Ribeirão Preto 14090-901, SP, Brazil
| | - Lúcio R. de Lima
- Graduate Program in Medicinal Chemistry and Molecular Modeling, Health Science Institute, Federal University of Pará, Belém 66075-110, PA, Brazil; (R.P.L.); (R.C.S.); (L.R.d.L.); (R.S.B.)
- Laboratory of Modeling and Computational Chemistry, Department of Biological and Health Sciences, Federal University of Amapá, Macapá 68902-280, AP, Brazil.; (J.V.C.); (G.V.d.C.); (J.N.C.); (E.F.B.F.)
| | - Rosivaldo S. Borges
- Graduate Program in Medicinal Chemistry and Molecular Modeling, Health Science Institute, Federal University of Pará, Belém 66075-110, PA, Brazil; (R.P.L.); (R.C.S.); (L.R.d.L.); (R.S.B.)
| | - Gabriela B. dos Santos
- Institute of Collective Health, Federal University of Western Pará, Santarém 68040-255, PA, Brazil;
| | - Cleydson B. R. Santos
- Graduate Program in Medicinal Chemistry and Molecular Modeling, Health Science Institute, Federal University of Pará, Belém 66075-110, PA, Brazil; (R.P.L.); (R.C.S.); (L.R.d.L.); (R.S.B.)
- Laboratory of Modeling and Computational Chemistry, Department of Biological and Health Sciences, Federal University of Amapá, Macapá 68902-280, AP, Brazil.; (J.V.C.); (G.V.d.C.); (J.N.C.); (E.F.B.F.)
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33
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Neto MFDA, Santos CBRD, Magalhães-Junior JT, Leite FHA. Identification of novel Aedes aegypti odorant-binding protein 1 modulators by ligand and structure-based approaches and bioassays. J Biomol Struct Dyn 2020; 40:117-129. [PMID: 32815781 DOI: 10.1080/07391102.2020.1808074] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
Arboviruses are a group of viruses (e.g. Dengue, Chikungunya and Yellow fever virus) that are transmitted by arthropod vectors, which Aedes aegipty is the vector of main viruses in Americas. This vector is responsible to 2.4 millions of arboviruses cases in Brazil with less than a thousand deaths annually. Despite of epidemiological data, arboviruses treatment is symptomatic and the vaccine control is not effective, which makes the vector control against A. aegipty a promising strategy to diseases control. One way to achieve this goal is to development of A. aegipty sensitive olfactory modulators. Odorant binding protein 1 from A. aegypti (AaegOBP1) is essential in sensory communication, and is the first filter in odorant selection, which makes this target promising to development of new repellents. For this reason, hierarchical virtual screening (ligand-based pharmacophore model and molecular docking) together volatility filter was applied at Sigma-Aldrich database (n = 126.851) to prioritize potential molecules to repellency assays. Three compounds showed adequate stereo-electronic requirements (QFIT> 81.53), score to AaegOBP1 binding site (Score > 36.0) and volatile properties and it was chosen for repellency assays. ZINC00170981 and ZINC00131924 showed a dose-response behavior, while ZINC01621824 did not showed activity in repellency assays. Finally, Molecular Dynamics (MD) was employed to hypothesize the stability of protein-ligand complexes. According to RMSD, RMSF and binding free energy data, ZINC00170981 and ZINC00131924 were able to stabilize AaegOBP1 binding-site during the trajectory by interactions with key residues such as His77, Leu89 and Trp114). Communicated by Ramaswamy H. Sarma.
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Affiliation(s)
| | - Cleydson Breno Rodrigues Dos Santos
- Laboratório de Modelagem e Química Computacional, Departamento de Ciências Biológicas e da Saúde, Universidade Federal do Amapá, Macapá, Brasil
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34
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Mascarenhas AMS, de Almeida RBM, de Araujo Neto MF, Mendes GO, da Cruz JN, dos Santos CBR, Botura MB, Leite FHA. Pharmacophore-based virtual screening and molecular docking to identify promising dual inhibitors of human acetylcholinesterase and butyrylcholinesterase. J Biomol Struct Dyn 2020; 39:6021-6030. [DOI: 10.1080/07391102.2020.1796791] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/25/2023]
Affiliation(s)
- Ana Mércia Silva Mascarenhas
- Laboratório de Modelagem Molecular, Departamento de Saúde, Universidade Estadual de Feira de Santana, Bahia, Brasil
| | | | | | - Géssica Oliveira Mendes
- Laboratório de Modelagem Molecular, Departamento de Saúde, Universidade Estadual de Feira de Santana, Bahia, Brasil
| | - Jorddy Neves da Cruz
- Laboratório de Modelagem e Química Computacional, Departamento de Ciências Biológicas e da Saúde, Universidade Federal do Amapá, Macapá, Brasil
| | - Cleydson Breno Rodrigues dos Santos
- Laboratório de Modelagem e Química Computacional, Departamento de Ciências Biológicas e da Saúde, Universidade Federal do Amapá, Macapá, Brasil
| | - Mariana Borges Botura
- Laboratório de Toxicologia, Departamento de Saúde, Universidade Estadual de Feira de Santana, Bahia, Brasil
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Sonvane S, Choudhari P, Bhusnuare O. In silico analysis of polyphenols and flavonoids for design of human Nav1.7 inhibitors. J Biomol Struct Dyn 2020; 39:4472-4479. [PMID: 32686994 DOI: 10.1080/07391102.2020.1777902] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
Abstract
Neuropathic pain is commonly associated with lesion or disease of the somatosensory system and often reflected as indicator of impaired life. Although the central nervous system is main regulator of pain but for initiation and maintenance of the neuropathic pain is regulated by peripheral nervous system. Sodium channels particularly Nav1.7, Nav1.8, Nav 1.9 are key stake holders in the peripheral neuropathy, activation of these sodium channels might lead to genesis and propagation. Flavonoids and polyphenols showed promising effects in neuropathic pain. Here we are reporting In silico analysis of some selected flavonoids and polyphenols on sodium activated voltage channel 1.7 to explore the structural fragments required for binding. Results indicated Baicalin, Butrin, Dihydromonospermoside, Icariin, Isocoreopsin and Isosaponarin are showing promising docking score with sodium activated voltage channel 1.7 than other compounds. Structural modification of these promising leads keeping pharamcophoric requirement intact may yield potent Nav1.7 inhibitors for peripheral pain management.Communicated by Ramaswamy H. Sarma.
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Affiliation(s)
- Sameep Sonvane
- Channabasweshwar Pharmacy College (Degree), Latur, India.,Department of Pharmaceutical Chemistry, Dayanand College of Pharmacy, Latur, India
| | - Prafulla Choudhari
- Department of Pharmaceutical Chemistry, Bharati Vidyapeeth College of Pharmacy, Kolhapur, India
| | - Omprakash Bhusnuare
- Channabasweshwar Pharmacy College (Degree), Latur, India.,Department of Pharmaceutical Chemistry, Dayanand College of Pharmacy, Latur, India
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Matsuzaka Y, Uesawa Y. Molecular Image-Based Prediction Models of Nuclear Receptor Agonists and Antagonists Using the DeepSnap-Deep Learning Approach with the Tox21 10K Library. Molecules 2020; 25:molecules25122764. [PMID: 32549344 PMCID: PMC7356846 DOI: 10.3390/molecules25122764] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2020] [Revised: 06/06/2020] [Accepted: 06/12/2020] [Indexed: 02/07/2023] Open
Abstract
The interaction of nuclear receptors (NRs) with chemical compounds can cause dysregulation of endocrine signaling pathways, leading to adverse health outcomes due to the disruption of natural hormones. Thus, identifying possible ligands of NRs is a crucial task for understanding the adverse outcome pathway (AOP) for human toxicity as well as the development of novel drugs. However, the experimental assessment of novel ligands remains expensive and time-consuming. Therefore, an in silico approach with a wide range of applications instead of experimental examination is highly desirable. The recently developed novel molecular image-based deep learning (DL) method, DeepSnap-DL, can produce multiple snapshots from three-dimensional (3D) chemical structures and has achieved high performance in the prediction of chemicals for toxicological evaluation. In this study, we used DeepSnap-DL to construct prediction models of 35 agonist and antagonist allosteric modulators of NRs for chemicals derived from the Tox21 10K library. We demonstrate the high performance of DeepSnap-DL in constructing prediction models. These findings may aid in interpreting the key molecular events of toxicity and support the development of new fields of machine learning to identify environmental chemicals with the potential to interact with NR signaling pathways.
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Lonikar N, Choudhari P, Bhusnuare O. Insilico analysis of marine indole alkaloids for design of adenosine A2A receptor antagonist. J Biomol Struct Dyn 2020; 39:3515-3522. [PMID: 32375596 DOI: 10.1080/07391102.2020.1765874] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
Abstract
Neurological disease is the disease associated with most of geriatric population in the world. The diseases like Alzheimer's disease and Parkinson's disease are associated with the change in the life style in current era. Treatment of these diseases normally focused on the agents which can able to manipulate the neurotransmitter release, so it is associated with severe side effects. Adenosine receptors are the upcoming targets for the inflammatory as well as neurological diseases as agents like istradefylline are in the clinical use. Marine natural products are the rich source of the valuable drug like substances, number marine alkaloids are known for their ability to pass blood brain barrier (BBB) which is major hurdle in the neurological drug discovery. Here, we report the virtual screening of some marine alkaloids for adenosine 2 receptor binding potential. Results indicated topsentin C, 6'-debromohamacanthin, 6-hydroxydiscodermindole and discodermindole are having excellent binding affinity towards the adenosine 2A receptor than other selected alkaloids.Communicated by Ramaswamy H. Sarma.
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Affiliation(s)
- Nitin Lonikar
- Channabasweshwar Pharmacy College(Degree), Latur, India.,Department of Pharmaceutical Chemistry, Shivlingeshwar College of Pharmacy, Almala, India
| | - Prafulla Choudhari
- Department of Pharmaceutical Chemistry, Bharati Vidyapeeth College of Pharmacy, Kolhapur, India
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Santos CBR, Santos KLB, Cruz JN, Leite FHA, Borges RS, Taft CA, Campos JM, Silva CHTP. Molecular modeling approaches of selective adenosine receptor type 2A agonists as potential anti-inflammatory drugs. J Biomol Struct Dyn 2020; 39:3115-3127. [PMID: 32338151 DOI: 10.1080/07391102.2020.1761878] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
Adenosine A2A receptor (A2AR) is the predominant receptor in immune cells, where its activation triggers cAMP-mediated immunosuppressive signaling and the underlying inhibition of T cells activation and T cells-induced effects mediated by cAMP-dependent kinase proteins mechanisms. In this study, were used ADME/Tox, molecular docking and molecular dynamics simulations to investigate selective adenosine A2AR agonists as potential anti-inflammatory drugs. As a result, we obtained two promising compounds (A and B) that have satisfactory pharmacokinetic and toxicological properties and were able to interact with important residues of the A2AR binding cavity and during the molecular dynamics simulations were able to keep the enzyme complexed.Communicated by Ramaswamy H. Sarma.
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Affiliation(s)
- Cleydson B R Santos
- Graduate Program in Biotechnology and Biodiversity-Network BIONORTE, Federal University of Amapá, Macapá, Brazil.,Laboratory of Modeling and Computational Chemistry, Department of Biological Sciences and Health, Federal University of Amapá, Macapá, Brazil.,Graduate Program in Medicinal Chemistry and Molecular Modeling, Institute of Health Sciences, Federal University of Pará, Belém, Brazil.,Computational Laboratory of Pharmaceutical Chemistry, Faculty of Pharmaceutical Sciences of Ribeirão Preto, University of São Paulo, Ribeirão Preto, Brazil
| | - Kelton L B Santos
- Graduate Program in Biotechnology and Biodiversity-Network BIONORTE, Federal University of Amapá, Macapá, Brazil.,Laboratory of Modeling and Computational Chemistry, Department of Biological Sciences and Health, Federal University of Amapá, Macapá, Brazil.,Graduate Program in Medicinal Chemistry and Molecular Modeling, Institute of Health Sciences, Federal University of Pará, Belém, Brazil
| | - Jorddy N Cruz
- Laboratory of Modeling and Computational Chemistry, Department of Biological Sciences and Health, Federal University of Amapá, Macapá, Brazil
| | - Franco H A Leite
- Laboratory of Molecular Modeling, State University of Feira de Santana, Feira de Santana-Bahia, Brazil
| | - Rosivaldo S Borges
- Graduate Program in Medicinal Chemistry and Molecular Modeling, Institute of Health Sciences, Federal University of Pará, Belém, Brazil
| | - Carlton A Taft
- Brazilian Center for Physical Research, Rio de Janeiro, Brazil
| | - Joaquín M Campos
- Department of Pharmaceutical Organic Chemistry, Faculty of Pharmacy, Biosanitary Institute of Granada (Ibs.GRANADA), Campus of Cartuja, University of Granada, Granada, Spain
| | - Carlos H T P Silva
- Computational Laboratory of Pharmaceutical Chemistry, Faculty of Pharmaceutical Sciences of Ribeirão Preto, University of São Paulo, Ribeirão Preto, Brazil.,Department of Chemistry, Faculty of Philosophy, Sciences and Letters of Ribeirão Preto, University of São Paulo, Ribeirão Preto-SP, Brazil
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