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Junior DBC, Lacerda PS, de Pilla Varotti F, Leite FHA. Towards development of new antimalarial compounds through in silico and in vitro assays. Comput Biol Chem 2024; 111:108093. [PMID: 38772047 DOI: 10.1016/j.compbiolchem.2024.108093] [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: 12/18/2023] [Revised: 02/17/2024] [Accepted: 05/01/2024] [Indexed: 05/23/2024]
Abstract
Malaria is one of most widespread infectious disease in world. The antimalarial therapy presents a series of limitations, such as toxicity and the emergence of resistance, which makes the search for new drugs urgent. Thus, it becomes necessary to explore essential and exclusive therapeutic targets of the parasite to achieve selective inhibition. Enoyl-ACP reductase is an enzyme of the type II fatty acid biosynthetic pathway and is responsible for the rate-limiting step in the fatty acid elongation cycle. In this work, we use hierarchical virtual screening and drug repositioning strategies to prioritize compounds for phenotypic assays and molecular dynamics studies. The molecules were tested against chloroquine-resistant W2 strain of Plasmodium falciparum (EC50 between 330.05 and 13.92 µM). Nitrofurantoin was the best antimalarial activity at low micromolar range (EC50 = 13.92 µM). However, a hit compound against malaria must have a biological activity value below 1 µM. A large number of molecules present problems with permeability in biological membranes and reaching an effective concentration in their target's microenvironment. Nitrofurantoin derivatives with inclusions of groups which confer increased lipid solubility (methyl groups, halogens and substituted and unsubstituted aromatic rings) have been proposed. These derivatives were pulled through the lipid bilayer in molecular dynamics simulations. Molecules 14, 18 and 21 presented lower free energy values than nitrofurantoin when crossing the lipid bilayer.
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Affiliation(s)
| | - Pedro Sousa Lacerda
- Laboratório de Bioinformática e Modelagem Molecular, Universidade Federal da Bahia, Brazil
| | | | - Franco Henrique Andrade Leite
- Programa de pós-graduação em Biotecnologia, Universidade Estadual de Feira de Santana, Brazil; Programa de pós-graduação em Ciências Farmacêuticas, Universidade Estadual de Feira de Santana, Brazil; Laboratório de Modelagem Molecular, Universidade Estadual de Feira de Santana, Brazil.
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Da Costa GV, Neto MFA, Da Silva AKP, De Sá EMF, Cancela LCF, Vega JS, Lobato CM, Zuliani JP, Espejo-Román JM, Campos JM, Leite FHA, Santos CBR. Identification of Potential Insect Growth Inhibitor against Aedes aegypti: A Bioinformatics Approach. Int J Mol Sci 2022; 23:8218. [PMID: 35897792 PMCID: PMC9332482 DOI: 10.3390/ijms23158218] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2022] [Revised: 06/30/2022] [Accepted: 07/11/2022] [Indexed: 02/04/2023] Open
Abstract
Aedes aegypti is the main vector that transmits viral diseases such as dengue, hemorrhagic dengue, urban yellow fever, zika, and chikungunya. Worldwide, many cases of dengue have been reported in recent years, showing significant growth. The best way to manage diseases transmitted by Aedes aegypti is to control the vector with insecticides, which have already been shown to be toxic to humans; moreover, insects have developed resistance. Thus, the development of new insecticides is considered an emergency. One way to achieve this goal is to apply computational methods based on ligands and target information. In this study, sixteen compounds with acceptable insecticidal activities, with 100% larvicidal activity at low concentrations (2.0 to 0.001 mg·L−1), were selected from the literature. These compounds were used to build up and validate pharmacophore models. Pharmacophore model 6 (AUC = 0.78; BEDROC = 0.6) was used to filter 4793 compounds from the subset of lead-like compounds from the ZINC database; 4142 compounds (dG < 0 kcal/mol) were then aligned to the active site of the juvenile hormone receptor Aedes aegypti (PDB: 5V13), 2240 compounds (LE < −0.40 kcal/mol) were prioritized for molecular docking from the construction of a chitin deacetylase model of Aedes aegypti by the homology modeling of the Bombyx mori species (PDB: 5ZNT), which aligned 1959 compounds (dG < 0 kcal/mol), and 20 compounds (LE < −0.4 kcal/mol) were predicted for pharmacokinetic and toxicological prediction in silico (Preadmet, SwissADMET, and eMolTox programs). Finally, the theoretical routes of compounds M01, M02, M03, M04, and M05 were proposed. Compounds M01−M05 were selected, showing significant differences in pharmacokinetic and toxicological parameters in relation to positive controls and interaction with catalytic residues among key protein sites reported in the literature. For this reason, the molecules investigated here are dual inhibitors of the enzymes chitin synthase and juvenile hormonal protein from insects and humans, characterizing them as potential insecticides against the Aedes aegypti mosquito.
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Affiliation(s)
- Glauber V. Da Costa
- Graduate Program in Network in Pharmaceutical Innovation, Federal University of Amapá, Macapá 68902-280, AP, Brazil;
- Laboratory of Modeling and Computational Chemistry, Department of Biological and Health Sciences, Federal University of Amapá, Macapá 68902-280, AP, Brazil;
- Laboratory of Biotechnology in Natural Products, Department of Biological and Health Sciences, Federal University of Amapá, Macapá 68902-280, AP, Brazil; (A.K.P.D.S.); (E.M.F.D.S.); (L.C.F.C.); (J.S.V.)
| | - Moysés F. A. Neto
- Laboratory Molecular Modeling, State University of Feira de Santana, Feira de Santana 44036-900, BA, Brazil; (M.F.A.N.); (F.H.A.L.)
| | - Alicia K. P. Da Silva
- Laboratory of Biotechnology in Natural Products, Department of Biological and Health Sciences, Federal University of Amapá, Macapá 68902-280, AP, Brazil; (A.K.P.D.S.); (E.M.F.D.S.); (L.C.F.C.); (J.S.V.)
| | - Ester M. F. De Sá
- Laboratory of Biotechnology in Natural Products, Department of Biological and Health Sciences, Federal University of Amapá, Macapá 68902-280, AP, Brazil; (A.K.P.D.S.); (E.M.F.D.S.); (L.C.F.C.); (J.S.V.)
| | - Luanne C. F. Cancela
- Laboratory of Biotechnology in Natural Products, Department of Biological and Health Sciences, Federal University of Amapá, Macapá 68902-280, AP, Brazil; (A.K.P.D.S.); (E.M.F.D.S.); (L.C.F.C.); (J.S.V.)
| | - Jeanina S. Vega
- Laboratory of Biotechnology in Natural Products, Department of Biological and Health Sciences, Federal University of Amapá, Macapá 68902-280, AP, Brazil; (A.K.P.D.S.); (E.M.F.D.S.); (L.C.F.C.); (J.S.V.)
| | - Cássio M. Lobato
- Laboratory of Modeling and Computational Chemistry, Department of Biological and Health Sciences, Federal University of Amapá, Macapá 68902-280, AP, Brazil;
- Laboratory of Biotechnology in Natural Products, Department of Biological and Health Sciences, Federal University of Amapá, Macapá 68902-280, AP, Brazil; (A.K.P.D.S.); (E.M.F.D.S.); (L.C.F.C.); (J.S.V.)
| | - Juliana P. Zuliani
- Laboratory Cellular Immunology Applied to Health, Oswaldo Cruz Foundation, FIOCRUZ Rondônia, Porto Velho 78912-000, RO, Brazil;
| | - José M. Espejo-Román
- Department of Pharmaceutical and Organic Chemistry, Faculty of Pharmacy, Institute of Biosanitary Research ibs, University of Granada, 18071 Granada, Spain; (J.M.E.-R.); (J.M.C.)
| | - Joaquín M. Campos
- Department of Pharmaceutical and Organic Chemistry, Faculty of Pharmacy, Institute of Biosanitary Research ibs, University of Granada, 18071 Granada, Spain; (J.M.E.-R.); (J.M.C.)
| | - Franco H. A. Leite
- Laboratory Molecular Modeling, State University of Feira de Santana, Feira de Santana 44036-900, BA, Brazil; (M.F.A.N.); (F.H.A.L.)
| | - Cleydson B. R. Santos
- Graduate Program in Network in Pharmaceutical Innovation, Federal University of Amapá, Macapá 68902-280, AP, Brazil;
- Laboratory of Modeling and Computational Chemistry, Department of Biological and Health Sciences, Federal University of Amapá, Macapá 68902-280, AP, Brazil;
- Department of Pharmaceutical and Organic Chemistry, Faculty of Pharmacy, Institute of Biosanitary Research ibs, University of Granada, 18071 Granada, Spain; (J.M.E.-R.); (J.M.C.)
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Costa Júnior DB, Araújo JSC, Oliveira LDM, Neri FSM, Moreira POL, Taranto AG, Fonseca AL, Varotti FDP, Leite FHA. A novel antiplasmodial compound: integration of in silico and in vitro assays. J Biomol Struct Dyn 2021; 40:6295-6307. [PMID: 33554762 DOI: 10.1080/07391102.2021.1882339] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
Abstract
Malaria is a disease caused by Plasmodium genus. which P. falciparum is responsible for the most severe form of the disease, cerebral malaria. In 2018, 405,000 people died of malaria. Antimalarial drugs have serious adverse effects and limited efficacy due to multidrug-resistant strains. One way to overcome these limitations is the use of computational approaches for prioritizing candidates to phenotypic assays and/or in vitro assays against validated targets. Plasmodium falciparum Enoyl-ACP reductase (PfENR) is noteworthy because it catalyzes the rate-limiting step of the biosynthetic pathway of fatty acid. Thus, the study aimed to identify potential PfENR inhibitors by ligand (2D molecular similarity and pharmacophore models) and structure-based virtual screening (molecular docking). 2D similarity-based virtual screening using Tanimoto Index (> 0.45) selected 29,236 molecules from natural products subset available in ZINC database (n = 181,603). Next, 10 pharmacophore models for PfENR inhibitors were generated and evaluated based on the internal statistical parameters from GALAHAD™ and ROC/AUC curve. These parameters selected a suitable pharmacophore model with one hydrophobic center and two hydrogen bond acceptors. The alignment of the filtered molecules on best pharmacophore model resulted in the selection of 10,977 molecules. These molecules were directed to the docking-based virtual screening by AutoDock Vina 1.1.2 program. These strategies selected one compound to phenotypic assays against parasite. ZINC630259 showed EC50 = 0.12 ± 0.018 µM in antiplasmodial assays and selective index similar to other antimalarial drugs. Finally, MM/PBSA method showed stability of molecule within PfENR binding site (ΔGbinding=-57.337 kJ/mol).Communicated by Ramaswamy H. Sarma.
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Affiliation(s)
- David Bacelar Costa Júnior
- Programa de pós-graduação em Biotecnologia, Universidade Estadual de Feira de Santana, Feira de Santana, Brazil
| | | | - Larissa de Mattos Oliveira
- Programa de pós-graduação em Biotecnologia, Universidade Estadual de Feira de Santana, Feira de Santana, Brazil
| | - Flávio Simas Moreira Neri
- Programa de pós-graduação em Ciências Farmacêuticas, Universidade Estadual de Feira de Santana, Feira de Santana, Brazil
| | | | - Alex Gutterres Taranto
- Laboratório de Bioinformática e Desenho de Fármacos, Universidade Federal de São João Del-Rei, Feira de Santana, Brazil
| | - Amanda Luisa Fonseca
- Laboratório de Bioquímica Medicinal, Universidade Federal de São João Del-Rei, Feira de Santana, Brazil
| | - Fernando de Pilla Varotti
- Laboratório de Bioquímica Medicinal, Universidade Federal de São João Del-Rei, Feira de Santana, Brazil
| | - Franco Henrique Andrade Leite
- Programa de pós-graduação em Biotecnologia, Universidade Estadual de Feira de Santana, Feira de Santana, Brazil.,Programa de pós-graduação em Ciências Farmacêuticas, Universidade Estadual de Feira de Santana, Feira de Santana, Brazil.,Laboratório de Qumioinformática e Avaliação Biológica, Universidade Estadual de Feira de Santana, Feira de Santana, Brazil
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Banfi FF, Krombauer GC, da Fonseca AL, Nunes RR, Andrade SN, de Rezende MA, Chaves MH, Monção EDS, Taranto AG, Rodrigues DDJ, Vieira GM, de Castro WV, Varotti FDP, Sanchez BAM. Dehydrobufotenin extracted from the Amazonian toad Rhinella marina (Anura: Bufonidae) as a prototype molecule for the development of antiplasmodial drugs. J Venom Anim Toxins Incl Trop Dis 2021; 27:e20200073. [PMID: 33519927 PMCID: PMC7812938 DOI: 10.1590/1678-9199-jvatitd-2020-0073] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2020] [Accepted: 10/28/2020] [Indexed: 11/22/2022] Open
Abstract
Background: The resistance against antimalarial drugs represents a global challenge in the fight and control of malaria. The Brazilian biodiversity can be an important tool for research and development of new medicinal products. In this context, toxinology is a multidisciplinary approach on the development of new drugs, including the isolation, purification, and evaluation of the pharmacological activities of natural toxins. The present study aimed to evaluate the cytotoxicity, as well as the antimalarial activity in silico and in vitro of four compounds isolated from Rhinella marina venom as potential oral drug prototypes. Methods: Four compounds were challenged against 35 target proteins from P. falciparum and screened to evaluate their physicochemical properties using docking assay in Brazilian Malaria Molecular Targets (BraMMT) software and in silico assay in OCTOPUS® software. The in vitro antimalarial activity of the compounds against the 3D7 Plasmodium falciparum clones were assessed using the SYBR Green I based assay (IC50). For the cytotoxic tests, the LD50 was determined in human pulmonary fibroblast cell line using the [3(4,5-dimethylthiazol-2-yl)-2,5-diphenyltetrazolium bromide] (MTT) assay. Results: All compounds presented a ligand-receptor interaction with ten Plasmodium falciparum-related protein targets, as well as antimalarial activity against chloroquine resistant strain (IC50 = 3.44 μM to 19.11 μM). Three of them (dehydrobufotenine, marinobufagin, and bufalin) showed adequate conditions for oral drug prototypes, with satisfactory prediction of absorption, permeability, and absence of toxicity. In the cell viability assay, only dehydrobufotenin was selective for the parasite. Conclusions: Dehydrobufotenin revealed to be a potential oral drug prototype presenting adequate antimalarial activity and absence of cytotoxicity, therefore should be subjected to further studies.
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Affiliation(s)
- Felipe Finger Banfi
- Laboratory of Immunopathology and Tropical Diseases, Health Education and Research Center (NUPADS), Institute of Health Sciences, Federal University of Mato Grosso, Sinop, MT, Brazil
| | - Gabriela Camila Krombauer
- Laboratory of Immunopathology and Tropical Diseases, Health Education and Research Center (NUPADS), Institute of Health Sciences, Federal University of Mato Grosso, Sinop, MT, Brazil
| | - Amanda Luisa da Fonseca
- Research Center on Biological Chemistry (NQBio), Federal University of São João Del Rei, Divinópolis, MG, Brazil
| | - Renata Rachide Nunes
- Research Center on Biological Chemistry (NQBio), Federal University of São João Del Rei, Divinópolis, MG, Brazil
| | - Silmara Nunes Andrade
- Research Center on Biological Chemistry (NQBio), Federal University of São João Del Rei, Divinópolis, MG, Brazil
| | - Millena Alves de Rezende
- Research Center on Biological Chemistry (NQBio), Federal University of São João Del Rei, Divinópolis, MG, Brazil
| | | | | | - Alex Guterres Taranto
- Research Center on Biological Chemistry (NQBio), Federal University of São João Del Rei, Divinópolis, MG, Brazil
| | - Domingos de Jesus Rodrigues
- Center for Biodiversity Studies in the Amazon Region of Mato Grosso (NEBAM), Federal University of Mato Grosso, MT, Brazil
| | | | | | - Fernando de Pilla Varotti
- Research Center on Biological Chemistry (NQBio), Federal University of São João Del Rei, Divinópolis, MG, Brazil
| | - Bruno Antonio Marinho Sanchez
- Laboratory of Immunopathology and Tropical Diseases, Health Education and Research Center (NUPADS), Institute of Health Sciences, Federal University of Mato Grosso, Sinop, MT, Brazil
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