IN SILICO PREDICTION OF POTENTIAL INHIBITORS FOR THE M2 PROTEIN OF INFLUENZA A VIRUS USING MOLECULAR DOCKING STUDIES
DOI:
https://doi.org/10.22159/ajpcr.2022.v15i8.44608Keywords:
Molecular docking, M2 ion channel protein, Phytochemicals, Toxicity testing, Bioavailability, Binding energyAbstract
Objective: In this study, the M2 protein of influenza A virus was selected as a target for various phytochemical compounds and an attempt was made to determine their inhibitory activity against the target protein using computational biology. Thus, seeking novel therapeutic strategies against the influenza A virus.
Methods: With the aid of the computational approach in biology, using in-silico techniques, the evaluation of drug-likeness, molecular properties, and bioactivity of the identified eight phytocompounds (Pseudo beta colubrine, Withaferin, Shinjulactone D, 5-Dehydrouzarigenin, Cinchonidine, Corylidin, Amarolide, and Deoxyartemisinin) was carried out using Swiss absorption, distribution, metabolism, and excretion, while Protox-II server was used to identify its toxicity. The in silico molecular docking of the phytochemical ligands with the M2 protein motif was carried out using AutoDock (Vina), which evaluated the binding affinity for further selection of the most compatible and pharmacologically significant ligand. All the potent ligands could be considered as lead molecules based on their pharmacokinetic and drug likeness properties.
Results: Results suggested that Shinjulactone D, Cinchonidine, and Deoxyartemisinin ligands with the best binding pose could be selected as promising candidate, showing high potency for drug development.
Conclusion: This study concludes the relevance of selected phytochemical compounds as prospective leads for the treatment of influenza A virus.
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References
Taubenberger JK, Morens DM. The pathology of influenza infections. Bone 2008;23:1-7.
Pan American Health Organization/World Health Organization. Global Influenza Strategy. Washington, DC: Pan-American Health Organization; 2019-2030.
Moghadami M. A narrative review of influenza: A seasonal and pandemic disease. Iran J Med Sci 2017;42:2-13. PMID 28293045.
Dou D, Revol R, Östbye H, Wang H, Daniels R. Influenza A virus cell entry, replication, virion assembly and movement. Front Immunol 2018;9:1581. doi: 10.3389/fimmu.2018.01581, PMID 30079062.
Peteranderl C, Herold S, Schmoldt C. Human influenza virus infections. Int J Mol Sci 2017;19:96.
Cheung TK, Poon LL. Biology of influenza A virus. Ann N Y Acad Sci 2007;1102:1-25. doi: 10.1196/annals.1408.001, PMID 17470908.
Suarez DL. Common Aspects Animal Influenza. New York: John Wiley Sons I; 2017.
Calder LJ, Wasilewski S, Berriman JA, Rosenthal PB. Structural organization of a filamentous influenza A virus. Proc Natl Acad Sci U S A 2010;107:10685-90. doi: 10.1073/pnas.1002123107, PMID 20498070.
Blümel J, Burger R, Drosten C, Gröner A, Gürtler L, Heiden M, et al. Influenza virus. Transfus Med Hemother 2008;35:42-9. doi: 10.1159/000111480, PMID 21547110.
Edinger TO, Pohl MO, Stertz S. Entry of influenza A virus: Host factors and antiviral targets. J Gen Virol 2014;95:263-77. doi: 10.1099/ vir.0.059477-0, PMID 24225499.
Kim G, Raymond HE, Herneisen AL, Wong-rolle A, Howard KP. The distal cytoplasmic tail of the Influenza A M2 protein dynamically extends from the membrane. Biochim Biophys Acta Biomembr 2020;1861:1421-7.
Alvarado-Facundo E, Gao Y, Ribas-Aparicio RM, Jiménez-Alberto A, Weiss CD, Wang W. Influenza virus M2 protein ion channel activity helps to maintain pandemic 2009 H1N1 virus hemagglutinin fusion competence during transport to the cell surface. J Virol 2015;89:1975-85. doi: 10.1128/JVI.03253-14, PMID 25473053.
Manzoor R, Igarashi M, Takada A. Influenza A virus M2 protein: Roles from ingress to egress. Int J Mol Sci 2017;18:1-16. doi: 10.3390/ ijms18122649, PMID 29215568.
Mtambo SE, Amoako DG, Somboro AM, Agoni C, Lawal MM, Gumede NS, et al. Ion-Channel and neuraminidase toward inhibitor design. Molecules 2021;26:880.
Jing X, Ma C, Ohigashi Y, Oliveira FA, Jardetzky TS, Pinto LH, et al. Functional studies indicate amantadine binds to the pore of the influenza A virus M2 proton-selective ion channel. Proc Natl Acad Sci U S A 2008;105:10967-72. doi: 10.1073/pnas.0804958105, PMID 18669647.
Tran TT, Kim M, Jang Y, Lee HW, Nguyen HT, Nguyen TN, et al. Characterization and mechanisms of anti-influenza virus metabolites isolated from the Vietnamese medicinal plant Polygonum chinense. BMC Complement Altern Med 2017;17:162. doi: 10.1186/s12906-017- 1675-6, PMID 28327126.
Rao VS, Srinivas K. Modern drug discovery process: An in silico approach. J Bioinform Seq Anal 2011;2:89-94.
Ekins S, Mestres J, Testa B. In silico pharmacology for drug discovery: Methods for virtual ligand screening and profiling. Br J Pharmacol 2007;152:9-20. doi: 10.1038/sj.bjp.0707305, PMID 17549047.
Kitchen DB, Decornez H, Furr JR, Bajorath J. Docking and scoring in virtual screening for drug discovery: Methods and applications. Nat Rev Drug Discov 2004;3:935-49. doi: 10.1038/nrd1549, PMID 15520816.
RCSB PDB 2N70: Twofold Symmetric Structure of the 18-60 Construct of S31N M2 from Influenza A in Lipid Bilayers. Available from: https:// www.rcsb.org/structure/2N70 [Last accessed on 2021 Nov 01].
Mohanraj K, Karthikeyan BS, Vivek-Ananth RP, Chand RP, Aparna SR, Mangalapandi P, et al. IMPPAT: A curated database of Indian medicinal plants, phytochemistry and therapeutics. Sci Rep 2018;8:4329. doi: 10.1038/s41598-018-22631-z, PMID 29531263.
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;7:42717. doi: 10.1038/ srep42717, PMID 28256516.
Benet LZ, Hosey CM, Ursu O, Oprea TI. BDDCS, the Rule of 5 and drugability. Adv Drug Deliv Rev 2016;101:89-98. doi: 10.1016/j. addr.2016.05.007, PMID 27182629.
Pettersen EF, Goddard TD, Huang CC, Couch GS, Greenblatt DM, Meng EC, et al. UCSF Chimera a visualization system for exploratory research and analysis. J Comput Chem 2004;25:1605-12. doi: 10.1002/ jcc.20084, PMID 15264254.
Dallakyan S, Olson AJ. Small-molecule library screening by docking with PyRx. Methods Mol Biol 2015;1263:243-50. doi: 10.1007/978-1-4939-2269-7_19, PMID 25618350.
Morris GM, Lim-Wilby M. Molecular docking. Methods Mol Biol 2008;443:365-82. doi: 10.1007/978-1-59745-177-2_19, PMID 18446297.
BIOVIA. Dassault Systèmes, Discovery Studio Visualizer, v21.1.0.20298. San Diego: Dassault Systèmes, 2021.
Drwal MN, Banerjee P, Dunkel M, Wettig MR, Preissner R. ProTox: A web server for the in silico prediction of rodent oral toxicity. Nucleic Acids Res 2014;42:W53-8. doi: 10.1093/nar/gku401, PMID 24838562.
Xiong G, Wu Z, Yi J, Fu L, Yang Z, Hsieh C, et al. ADMETlab 2.0: An integrated online platform for accurate and comprehensive predictions of ADMET properties. Nucleic Acids Res 2021;49:W5-14. doi: 10.1093/nar/gkab255, PMID 33893803.
López-Martínez R, Ramírez-Salinas GL, Correa-Basurto J, Barrón BL. Inhibition of influenza A virus infection in vitro by peptides designed in silico. PLoS One 2013;8:e76876. doi: 10.1371/journal. pone.0076876, PMID 24146939.
Do PC, Nguyen TH, Vo UH, Le L. iBRAB: In silico based-designed broad-spectrum fab against H1N1 influenza A virus. PLoS One 2020;15:e0239112. doi: 10.1371/journal.pone.0239112, PMID 33382708.
Siddiqui A, Chowdhary R, Maan HS, Goel SK, Tripathi N, Prakash A. In silico analysis and molecular characterization of influenza A (H1N1) PDM09 virus circulating and causing major outbreaks in Central India, 2009-2019. Iran J Microbiol 2020;12:483-94. doi: 10.18502/ijm. v12i5.4611, PMID 33604005.
Kim H, Webster RG, Webby RJ. Influenza virus: Dealing with a drifting and shifting pathogen. Viral Immunol 2018;31:174-83. doi: 10.1089/ vim.2017.0141, PMID 29373086.
Sakaguchi T. Structure and function of the influenza virus M2 ion channel protein. Nihon Rinsho 1997;55:2587-92. PMID 9360376.
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;7:42717.
Abdullahi M, Adeniji SE. In-silico molecular docking and ADME/ pharmacokinetic prediction studies of some novel carboxamide derivatives as anti-tubercular agents. Chem Afr 2020;3:989-1000. doi: 10.1007/s42250-020-00162-3.
Abishad P, Niveditha P, Unni V, Vergis J, Kurkure NV, Chaudhari S, et al. In silico molecular docking and in vitro antimicrobial efficacy of phytochemicals against multi-drug-resistant enteroaggregative Escherichia coli and non-typhoidal Salmonella spp. Gut Pathog 2021;13:46. doi: 10.1186/s13099-021-00443-3, PMID 34273998.
Singh SP, Konwar BK. Molecular docking studies of quercetin and its analogues against human inducible nitric oxide synthase. Springerplus 2012;1:69. doi: 10.1186/2193-1801-1-69, PMID 23556141.
Vivek-Ananth RP, Rana A, Rajan N, Biswal HS, Samal A. Molecules in silico identification of potential natural product inhibitors of human proteases key to SARS-CoV-2 infection. Molecules 2020;25:3822.
Jha V, Matharoo DK, Kasbe S, Gharat K, Rathod M, Sonawane N, et al. Computational screening of phytochemicals to discover potent inhibitors against chinkungunya virus. Vegetos 2021;34:515-27. doi: 10.1007/s42535-021-00227-9.
Hasan A, Ra M, Ta B, Jannat K, Jahan R. Can javanicins be potential inhibitors of SARS-Cov-2 C-3 like protease? An Evaluation through Molecular Docking Studies. Nat Ayurvedic Med 2020, 4(2): 000250.
Rosmalena PV, Hanafi M. Novel cinchona alkaloid derivatives as potential antimalarial agents through receptor-inhibitor interaction fingerprint and biosynthesis design. Orient J Chem 2018;34:2643-50.
Dermawan D, Prabowo BA, Rakhmadina CA. In silico study of medicinal plants with cyclodextrin inclusion complex as the potential inhibitors against SARS-CoV-2 main protease (M pro) and spike (S) receptor. Inform Med Unlocked 2021;25:100645. doi: 10.1016/j. imu.2021.100645.
Fuzimoto AD. An overview of the anti-SARS-CoV-2 properties of Artemisia annua, its antiviral action, protein-associated mechanisms, and repurposing for COVID-19 treatment. J Integr Med 2021;19:375-88. doi: 10.1016/j.joim.2021.07.003, PMID 34479848.
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Copyright (c) 2022 Vikas Jha, Vrushali Dhamapurkar, Kabir Thakur, Navdeep Kaur, Reetikesh Patel, Sakshi Devkar, Agraj Bhargava, Sathi Maiti
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