Homology Modelling and Molecular Docking of Some Natural Compounds as Inhibitors of Anopheles gambiae Heat Shock Protein 70KDa and Bifunctional Glutamyl/prolyl-tRNA Synthetase
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Abstract
Malaria has remained a global concern, primarily caused by Plasmodium falciparum, which is transmitted through the bite of female Anopheline mosquitoes. Although several insecticides have been developed to target the vector, resistance to currently available insecticides necessitate the development of novel, natural insecticides with little or no negative impact on the ecosystem towards the eradication of malaria. Natural product-derived compounds have shown promising effects in combating the disease-carrying vector. Homology modeling of the Anopheles gambiae (A. gambiae) heat shock protein 70KDa (AgHSP70KDa) and bifunctional glutamyl/prolyl-tRNA synthetase (AgEPRS) was carried out using the SWISSMODEL server, and the generated 3-dimensional (3D) structures were refined using the Chiron webserver for energy minimization. The structures were further validated using PROCHECK to verify and validate the 3D conformation. The top five compounds based on binding affinity, were then subjected to ADME-Tox profiling using SwissADME and ORISIS. The docking results reveal that compounds, particularly sesamin (-7.4 kcal/mol) exhibited a better binding affinity for AgEPRS compared to the control, halofuginone, which showed a binding affinity of -6.4 kcal/mol. Additionally, sesamin showed superior affinity of -5.5 kcal/mol against AgHSP70KDa when compared to the control geldanamycin, which had a binding affinity of -4.9 kcal/mol. However, violacein (control) demonstrated a stronger affinity of -5.6 kcal/mol for AgHSP70KDa compared to sesamin. Violacein and sesamin form unique interactions with specific amino acids and engage with the active sites of AgHSP70KDa and AgEPRS through a range of bonds, including hydrogen bonds, Pi-Alkyl contacts, and Pi-Cation/Anion interactions. The research highlights the potential of natural compounds to act as potent inhibitors against A. gambiae proteins. Further biological validation of these compounds against AgHSP70KDa and AgEPRS is essential. This will ultimately contribute to the development of novel, target-specific insecticides against A. gambiae.
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References
Health Organization W. World malaria report 2022 [Homepage on the Internet]. 2023; Available from: https://www.wipo.int/amc/en/mediation/
Pryce J, Medley N, Choi L. Indoor residual spraying for preventing malaria in communities using insecticide-treated nets. Cochrane Database of Systematic Reviews. 2022;2022(1).
Ogunah JA, Lalah JO, Schramm K-W. Malaria vector control strategies. What is appropriate towards sustainable global eradication? Sustain Chem Pharm 2020;18:100339.
Demirak MŞŞ, Canpolat E. Plant-Based Bioinsecticides for Mosquito Control: Impact on Insecticide Resistance and Disease Transmission. Insects. 2022;13(2):162.
Adedeji EO, Ogunlana OO, Fatumo S, et al. Anopheles metabolic proteins in malaria transmission, prevention and control: A review. Parasit Vectors. 2020;13:1-30.
Bossou, A.D., Mangelinckx, S., Yedomonhan, H., Boko, P.M., Akogbeto, M.C., De Kimpe, N., Sohounhloue, D.K.C. Chemical composition and insecticidal activity of plant essential oils from Benin against Anopheles gambiae (Giles). Parasit Vectors 2013;6:1-17.
Moussavi N, Malterud KE, Mikolo B, et al. Identification of chemical constituents of Zanthoxylum heitzii stem bark and their insecticidal activity against the malaria mosquito Anopheles gambiae. Parasit Vectors 2015;8:1-8.
Shekari A, Enwere M, Adebiyi M, Adebiyi E. Network Analysis of the Protein-Protein Interaction of Insecticide Resistance in Anopheles gambiae. In: 2024 International Conference on Science, Engineering and Business for Driving Sustainable Development Goals (SEB4SDG). IEEE, 2024; p. 1–13.
Everson N, Bach J, Hammill JT, et al. Identification of Plasmodium falciparum heat shock 90 inhibitors via molecular docking. Bioorg Med Chem Lett 2021:35:127818.
Chakraborti S, Chhibber-Goel J, Sharma A. Drug targeting of aminoacyl-tRNA synthetases in Anopheles species and Aedes aegypti that cause malaria and dengue. Parasit Vectors 2021;14:1-11.
He X, Cao X, He Y, et al. Hemolymph proteins of Anopheles gambiae larvae infected by Escherichia coli. Dev Comp Immunol 2017;74:110-124.
Ingham VA, Wagstaff S, Ranson H. Transcriptomic meta-signatures identified in Anopheles gambiae populations reveal previously undetected insecticide resistance mechanisms. Nat Commun 2018;9(1):5282.
Si FL, Qiao L, He QY, Zhou Y, Yan ZT, Chen B. HSP superfamily of genes in the malaria vector Anopheles sinensis: Diversity, phylogenetics and association with pyrethroid resistance. Malar J 2019;18:1-15.
Ibrahim SS, Mukhtar MM, Muhammad A, Wondji CS. 2la paracentric chromosomal inversion and overexpressed metabolic genes enhance thermotolerance and pyrethroid resistance in the major malaria vector anopheles gambiae. Biology (Basel) 2021;10(6):518.
Beere HM, Wolf BB, Cain K, et al. Heat-shock protein 70 inhibits apoptosis by preventing recruitment of procaspase-9 to the Apaf-1 apoptosome. Nat Cell Biol 2000;2(8):469-475.
Coudert E, Gehant S, Castro E de, et al. Annotation of biologically relevant ligands in UniProtKB using ChEBI. Bioinformatics 2023;39(1): btac793.
Waterhouse A, Bertoni M, Bienert S, et al. SWISS-MODEL: Homology modelling of protein structures and complexes. Nucleic Acids Res 2018;46(W1):296-303.
Ramachandran S, Kota P, Ding F, Dokholyan N V. Automated minimization of steric clashes in protein structures. Proteins: Structure, Function and Bioinformatics 2011;79(1):261-270.
Laskowski RA, MacArthur MW, Moss DS, Thornton JM. PROCHECK: a program to check the stereochemical quality of protein structures. J Appl Crystallogr 1993;26(2):283-291.
Kim S, Chen J, Cheng T, et al. PubChem 2023 update. Nucleic Acids Res 2023;51(D1):D1373-380.
Dallakyan S, Olson AJ. Small-molecule library screening by docking with PyRx. Methods in Molecular Biology 2015:243-250.
Mahankali Sravani, Akash Kumaran, Aditi Tulshiram Dhamdhere, Nachimuthu Senthil Kumar. Computational Molecular Docking Analysis and visualisation of Anthocyanins for Anticancer Activity. Int. J. Res. Appl. Sci. Biotechnol. 2021;8(1):154-161.
Gill J, Sharma A. Prospects of halofuginone as an antiprotozoal drug scaffold. Drug Discov Today. 2022;27(9):2586-2592.
Stofberg ML, Caillet C, Villiers M de, Zininga T. Inhibitors of the plasmodium falciparum hsp90 towards selective antimalarial drug design: The past, present and future. Cells. 2021;10(11):2849.
Daina A, Michielin O, Zoete V. SwissADME: A free web tool to evaluate pharmacokinetics, drug-likeness and medicinal chemistry friendliness of small molecules. Sci Rep 2017;7(1):42717.
Craciun D, Modra D, Isvoran A. ADME-Tox profiles of some food additives and pesticides. In: AIP Conference Proceedings. 2015; (Vol. 1694, No. 1). AIP Publishing.
Daina A, Michielin O, Zoete V. ILOGP: A simple, robust, and efficient description of n-octanol/water partition coefficient for drug design using the GB/SA approach. J Chem Inf Model 2014;54(12):3284-3301.
Srivastava R. Theoretical studies on the molecular properties, toxicity, and biological efficacy of 21 new chemical entities. ACS Omega 2021;6(38):24891–24901.
Oduselu GO, Ajani OO, Ajamma YU, Brors B, Adebiyi E. Homology Modelling and Molecular Docking Studies of Selected Substituted Benzo[d]imidazol-1-yl)methyl)benzimidamide Scaffolds on Plasmodium falciparum
Adenylosuccinate Lyase Receptor. Bioinform Biol Insights 2019; Jul;13:1177932219865533.
Sokkar P, Mohandass S, Ramachandran M. Multiple templates-based homology modeling enhances structure quality of AT1 receptor: Validation by molecular dynamics and antagonist docking. J Mol Model 2011;17(7):1565-1577.
Lu Z, Zhong Q, Li J, et al. Glycine Substitution of Residues with Unfavored Dihedral Angles Improves Protein Thermostability. Catalysts 2022;12(8):898.
Abdullahi M, Adeniji SE, Arthur DE, Haruna A. Homology modeling and molecular docking simulation of some novel imidazo[1,2-a]pyridine-3-carboxamide (IPA) series as inhibitors of Mycobacterium tuberculosis. J Genet Eng Biotechnol. 2021;19(1):12.
Vasanthi EAP, Rajavel DS. Biopesticidal effect of sesamin on subterranean termite, Odontotermes Obesus (Termitidae, Isoptera). J. Entomol. Res. 2021;45(3):444-446.
Baskar K, Ignacimuthu S. Bioefficacy of violacein against Asian armyworm Spodoptera litura Fab. (Lepidoptera: Noctuidae). J. Saudi Soc. Agric. Sci. 2012;11(1):73-77.
Arthur DE, Uzairu A. Molecular docking studies on the interaction of NCI anticancer analogues with human Phosphatidylinositol 4,5-bisphosphate 3-kinase catalytic subunit. J King Saud Univ Sci 2019;31(4):1151-1166.
Bulusu G, Desiraju GR. Strong and Weak Hydrogen Bonds in Protein–Ligand Recognition. J Indian Inst Sci. 2020;100(1):31-41.
Sparks TC, Lorsbach BA. Insecticide discovery–“Chance favors the prepared mind”. Pestic Biochem Physiol 2023;192:105412.
Addinsoft. {XLSTAT} statistical and data analysis solution. {Paris}, {France}. XLSTAT, Your data analysis solution. 2021;
Stefaniu A, Pirvu L, Albu B, Pintilie L. Molecular Docking Study on Several Benzoic Acid Derivatives against SARS-CoV-2. Molecules 2020;25(24):5828.
Vidal NP, Manful CF, Pham TH, Stewart P, Keough D, Thomas RH. The use of XLSTAT in conducting principal component analysis (PCA) when evaluating the relationships between sensory and quality attributes in grilled foods. MethodsX 2020;7:100835.
Rowaiye AB, Oni SO, Uzochukwu IC, Akpa A, Esimone CO. The structure-based virtual screening for natural compounds that bind with the activating receptors of natural killer cells. Trop. J. Nat. Prod. Res. 2021;5(1): 145–216.