Abstract
The human respiratory syncytial virus (RSV) creates a pandemic every year in several countries in the world. Lack of target therapeutics and absence of vaccines have prompted scientists to create novel vaccines or small chemical treatments against RSV's numerous targets. The matrix (M) protein and fusion (F) glycoprotein of RSV are well characterized and attractive drug targets. Five bioactive compounds from Alnus japonica (Thunb.) Steud. were taken into consideration as lead compounds. Drug-likeness characters of them showed the drugs are non-toxic and non-mutagenic and mostly lipophobic. Molecular docking reveals that all bioactive compounds have better binding and better inhibitory effect than ribavirin which is currently used against RSV. Praecoxin A appeared as the best lead compound between them. It creates 7 different types of bonds with amino acids of M protein and 5 different types of bonds with amino acids of F protein. Van der Waals interactions highly influenced the binding energies. Molecular dynamic simulations represent the non-deviated and less fluctuating nature of praecoxin A. Principal Component Analysis showed praecoxin A complex with RSV matrix protein is more stable than ribavirin complex. This study will help to develop a new drug to inhibit RSV. All ligands were minimized through semi-empirical PM3 process with MOPAC. Toxicity was tested by ProTox-II server. Molecular docking studies were carried out using AutoDock 4.2. Molecular dynamics simulations for 100 ns were carried out through GROMACS 5.12 MD and GROMOS96 43a1 force field. The graphs were produced by GROMACS's XMGrace program.
Graphical abstract
![](http://media.springernature.com/lw685/springer-static/image/art%3A10.1007%2Fs40203-023-00178-w/MediaObjects/40203_2023_178_Figa_HTML.png)
![](http://media.springernature.com/m312/springer-static/image/art%3A10.1007%2Fs40203-023-00178-w/MediaObjects/40203_2023_178_Fig1_HTML.png)
![](http://media.springernature.com/m312/springer-static/image/art%3A10.1007%2Fs40203-023-00178-w/MediaObjects/40203_2023_178_Fig2_HTML.png)
![](http://media.springernature.com/m312/springer-static/image/art%3A10.1007%2Fs40203-023-00178-w/MediaObjects/40203_2023_178_Fig3_HTML.png)
![](http://media.springernature.com/m312/springer-static/image/art%3A10.1007%2Fs40203-023-00178-w/MediaObjects/40203_2023_178_Fig4_HTML.png)
![](http://media.springernature.com/m312/springer-static/image/art%3A10.1007%2Fs40203-023-00178-w/MediaObjects/40203_2023_178_Fig5_HTML.png)
![](http://media.springernature.com/m312/springer-static/image/art%3A10.1007%2Fs40203-023-00178-w/MediaObjects/40203_2023_178_Fig6_HTML.png)
![](http://media.springernature.com/m312/springer-static/image/art%3A10.1007%2Fs40203-023-00178-w/MediaObjects/40203_2023_178_Fig7_HTML.png)
![](http://media.springernature.com/m312/springer-static/image/art%3A10.1007%2Fs40203-023-00178-w/MediaObjects/40203_2023_178_Fig8_HTML.png)
![](http://media.springernature.com/m312/springer-static/image/art%3A10.1007%2Fs40203-023-00178-w/MediaObjects/40203_2023_178_Fig9_HTML.png)
![](http://media.springernature.com/m312/springer-static/image/art%3A10.1007%2Fs40203-023-00178-w/MediaObjects/40203_2023_178_Fig10_HTML.png)
Similar content being viewed by others
Data availability
NA.
References
Ahmad S, Raza K (2023) Identification of 5-nitroindazole as a multitargeted inhibitor for CDK and transferase kinase in lung cancer: a multisampling algorithm-based structural study. Mol Diversity 14:1–4
Ahmad S, Singh V, Gautam HK, Raza K (2023) Multisampling-based docking reveals Imidazolidinyl urea as a multitargeted inhibitor for lung cancer: an optimisation followed multi-simulation and in-vitro study. J Biomol Struct Dyn 2:1–8
Allen KE, Beekmann SE, Polgreen P, Poser S, Pierre JS, Santibañez S, Gerber SI, Kim L (2018) Survey of diagnostic testing for respiratory syncytial virus (RSV) in adults: infectious disease physician practices and implications for burden estimates. Diagn Microbiol Infect Dis 92(3):206–209
Al‐Sayed E, Abdel‐Daim MM, Khattab MA. Hepatoprotective activity of praecoxin A isolated from Melaleuca ericifolia against carbon tetrachloride‐induced hepatotoxicity in mice. Impact on oxidative stress, inflammation, and apoptosis. Phytotherapy Res. 2019;33(2):461–70.
Amadei A, Ceruso MA, Di Nola A. On the convergence of the conformational coordinates basis set obtained by the essential dynamics analysis of proteins' molecular dynamics simulations. Proteins: Structure, Function, and Bioinformatics. 1999;36(4):419–24.
Amadei A, Linssen AB, Berendsen HJ. Essential dynamics of proteins. Proteins: Structure, Function, and Bioinformatics. 1993;17(4):412–25.
Banerjee P, Eckert AO, Schrey AK, Preissner R (2018) ProTox-II: a webserver for the prediction of toxicity of chemicals. Nucleic Acids Res 46(W1):W257–W263
Beauchemin CA, Kim YI, Yu Q, Ciaramella G, DeVincenzo JP (2019) Uncovering critical properties of the human respiratory syncytial virus by combining in vitro assays and in silico analyses. PLoS ONE 14(4):e0214708
Benet LZ, Hosey CM, Ursu O, Oprea TI (2016) BDDCS, the rule of 5 and drugability. Adv Drug Deliv Rev 101:89–98
Bharaj P, Wang YE, Dawes BE, Yun TE, Park A, Yen B, Basler CF, Freiberg AN, Lee B, Rajsbaum R (2016) The matrix protein of Nipah virus targets the E3-ubiquitin ligase TRIM6 to inhibit the IKKε kinase-mediated type-I IFN antiviral response. PLoS Pathog 12(9):e1005880
Biovia DS. Discovery studio modeling environment. 2017.
Bos JD, Meinardi MM (2000) The 500 Dalton rule for the skin penetration of chemical compounds and drugs. Exp Dermatol 9(3):165–169
Boukhvalova MS, Prince GA, Blanco JC (2010) Inactivation of respiratory syncytial virus by zinc finger reactive compounds. Virology Journal 7(1):1
Brinkley RL, Gupta RB (1998) Intra-and intermolecular hydrogen bonding of 2-methoxyethanol and 2-butoxyethanol in n-hexane. Ind Eng Chem Res 37(12):4823–4827
Cancellieri M, Bassetto M, Widjaja I, van Kuppeveld F, de Haan CA, Brancale A (2015) In silico structure-based design and synthesis of novel anti-RSV compounds. Antiviral Res 122:46–50
Chanock RO, Roizman BE (1957) Recovery from infants with respiratory illness of a virus related to chimpanzee coryza agent (CCA). I. Isolation, properties and characterization. Am J Hyg 66:281–290
Clark DE (2011) What has polar surface area ever done for drug discovery? Future Med Chem 3(4):469–484
Committee on Infectious Diseases (1993) Use of ribavirin in the treatment of respiratory syncytial virus infection. Pediatrics 92(3):501–504
Costello MH, Ray CW, Chaiwatpongsakorn S, Peeples EM (2012) Targeting RSV with vaccines and small molecule drugs. Infectious Disorders-Drug Targets (Formerly Current Drug Targets-Infectious Disorders) 12(2):110–28.
Daina A, Michielin O, Zoete V (2017) SwissADME: a free web tool to evaluate pharmacokinetics, drug-likeness and medicinal chemistry friendliness of small molecules. Sci Rep 7(1):42717
Darden T, Perera L, Li L, Pedersen L (1999) New tricks for modelers from the crystallography toolkit: the particle mesh Ewald algorithm and its use in nucleic acid simulations. Structure 7(3):R55-60
David CC, Jacobs DJ. Principal component analysis: a method for determining the essential dynamics of proteins. InProtein dynamics 2014 (pp. 193–226). Humana Press, Totowa, NJ.
Dhorajiwala TM, Halder ST, Samant L (2019) Comparative in silico molecular docking analysis of l-threonine-3-dehydrogenase, a protein target against African trypanosomiasis using selected phytochemicals. J Appl Biotechnol Rep 6(3):101–108
Di L, Kerns EH, Carter GT (2009) Drug-like property concepts in pharmaceutical design. Curr Pharm Des 15(19):2184–2194
Djati S. Anti-breast cancer potential activity of Phaleria macrocarpa (Scheff.) Boerl. leaf extract through in silico studies. J Pharmacy Pharmacognosy Res. 2021;9(6):824–45.
Douglas JL, Panis ML, Ho E, Lin KY, Krawczyk SH, Grant DM, Cai R, Swaminathan S, Chen X, Cihlar T (2005) Small molecules VP-14637 and JNJ-2408068 inhibit respiratory syncytial virus fusion by similar mechanisms. Antimicrob Agents Chemother 49(6):2460–2466
Feng S, Hong D, Wang B, Zheng X, Miao K, Wang L, Yun H, Gao L, Zhao S, Shen HC (2015) Discovery of imidazopyridine derivatives as highly potent respiratory syncytial virus fusion inhibitors. ACS Med Chem Lett 6(3):359–362
Förster A, Maertens GN, Farrell PJ, Bajorek M (2015) Dimerization of matrix protein is required for budding of respiratory syncytial virus. J Virol 89(8):4624–4635
Gaillard T (2018) Evaluation of AutoDock and AutoDock Vina on the CASF-2013 benchmark. J Chem Inf Model 58(8):1697–1706
Ghildyal R, Ho A, Jans DA (2006) Central role of the respiratory syncytial virus matrix protein in infection. FEMS Microbiol Rev 30(5):692–705
Groothuis JR, Woodin KA, Katz R, Robertson AD, McBride JT, Hall CB, McWilliams BC, Lauer BA (1990) Early ribavirin treatment of respiratory syncytial viral infection in high-risk children. J Pediatr 117(5):792–798
Haider MS, Khan WH, Deeba F, Ali S, Ahmed A, Naqvi IH, Dohare R, Alsenaidy HA, Alsenaidy AM, Broor S, Parveen S (2018) BA9 lineage of respiratory syncytial virus from across the globe and its evolutionary dynamics. PLoS ONE 13(4):e0193525
Hess B, Bekker H, Berendsen HJ, Fraaije JG (1997) LINCS: a linear constraint solver for molecular simulations. J Comput Chem 18(12):1463–1472
Ibrahim ZY, Uzairu A, Shallangwa G, Abechi S (2020) Molecular docking studies, drug-likeness and in-silico ADMET prediction of some novel β-Amino alcohol grafted 1, 4, 5-trisubstituted 1, 2, 3-triazoles derivatives as elevators of p53 protein levels. Sci African 10:e00570
Kant K, Rangra NK, Behera PC, Bani B, Dey S, Lal UR, Mishra AN, Ghosh M. Computational prediction of pyrethroids as promising agents against respiratory syncytial virus: a comparative study.
Kim S, Thiessen PA, Bolton EE, Chen J, Fu G, Gindulyte A, Han L, He J, He S, Shoemaker BA, Wang J (2016) PubChem substance and compound databases. Nucl Acids Res 44(D1):D1202–D1213
Kolawole MB, Gobir G, Abdulkadri AA (2017) Serological survey of respiratory syncytial virus (RSV) among children in Lorin North-Central, Nigeria. Pakistan J Med Dentistry 6(4):3–10
Kouranov A, **e L, de la Cruz J, Chen L, Westbrook J, Bourne PE, Berman HM. The RCSB PDB information portal for structural genomics. Nucleic acids research. 2006;34(suppl_1):D302–305.
Kozhikhova KV, Shilovskiy IP, Shatilov AA, Timofeeva AV, Turetskiy EA, Vishniakova LI, Nikolskii AA, Barvinskaya ED, Karthikeyan S, Smirnov VV, Kudlay DA (2020) Linear and dendrimeric antiviral peptides: design, chemical synthesis and activity against human respiratory syncytial virus. J Mater Chem B 8(13):2607–2617
Kumar A, Tiwari A, Sharma A (2018) Changing paradigm from one target one ligand towards multi-target directed ligand design for key drug targets of Alzheimer disease: an important role of in silico methods in multi-target directed ligands design. Curr Neuropharmacol 16(6):726–739
Lee JE, Thuy NT, Lee J, Cho N, Yoo HM (2019) Platyphylloside isolated from betulaplatyphylla is antiproliferative and induces apoptosis in colon cancer and leukemic cells. Molecules 24(16):2960
Lipinski CA (2004) Lead-and drug-like compounds: the rule-of-five revolution. Drug Discov Today Technol 1(4):337–341
Lucas MC, Bhagirath N, Chiao E, Goldstein DM, Hermann JC, Hsu PY, Kirchner S, Kennedy-Smith JJ, Kuglstatter A, Lukacs C, Menke J (2014) Using ovality to predict nonmutagenic, orally efficacious pyridazine amides as cell specific spleen tyrosine kinase inhibitors. J Med Chem 57(6):2683–2691
Mitra D, Das Mohapatra PK (2023) In silico comparative structural and compositional analysis of glycoproteins of RSV to study the nature of stability and transmissibility of RSV A. Syst Microbiol Biomanufacturing 3(2):312–327
Mitra D, Mohapatra PK (2021b) Discovery of Novel Cyclic Salt Bridge in Thermophilic Bacterial Protease and Study of its Sequence and Structure. Appl Biochem Biotechnol 193(6):1688–1700
Mitra D, Paul M, Thatoi H, Mohapatra PK (2021a) Study of potentiality of dexamethasone and its derivatives against Covid-19. J Biomol Struct Dyn 16:1–1
Mitra D, Dey A, Biswas I, Das Mohapatra PK (2021b) Bioactive compounds as a potential inhibitor of colorectal cancer; an insilico study of Gallic acid and Pyrogallol. Ann Colorectal Res 9(1):32–39
Mitra D, Pal AK, Das Mohapatra PK (2022) Intra-protein interactions of SARS-CoV-2 and SARS: a bioinformatic analysis for plausible explanation regarding stability, divergency, and severity. Syst Microbiol Biomanufacturing 2(4):653–664
Mitra D, Afreen S, Das Mohapatra PK, Abdalla M (2023) Threat of respiratory syncytial virus infection knocking the door: a proposed potential drug candidate through molecular dynamics simulations, a future alternative. J Mol Model 29(4):91
Mitra D, Mohapatra PK. Cold adaptation strategy of psychrophilic bacteria: an in-silico analysis of isocitrate dehydrogenase. Systems Microbiology and Biomanufacturing. 2021:1–1.
Mitra D, Mohapatra PK. Effect of natural compounds to inhibit human respiratory syncytial virus. Smart Environmental Science, Technology and Management. 2022:97–101.
Mitra D, Das Mohapatra PK. Computational Intelligence in Identification of Some FDA Approved Drug Compounds for Treatment of COVID-19. InArtificial Intelligence and Machine Learning Methods in COVID-19 and Related Health Diseases 2022 Jun 29 (pp. 109-122). Cham: Springer International Publishing
Miyamoto S, Kollman PA (1992) Molecular dynamics studies of calixspherand complexes with alkali metal cations: calculation of the absolute and relative free energies of binding of cations to a calixspherand. J Am Chem Soc 114(10):3668–3674
Mufson MA, Örvell C, Rafnar B, Norrby E (1985) Two distinct subtypes of human respiratory syncytial virus. J Gen Virol 66(10):2111–2124
Nakashima H, Murakami T, Yamamoto N, Sakagami H, Tanuma SI, Hatano T, Yoshida T, Okuda T (1992) Inhibition of human immunodeficiency viral replication by tannins and related compounds. Antiviral Res 18(1):91–103
Ouizougun-Oubari M, Pereira N, Tarus B, Galloux M, Lassoued S, Fix J, Tortorici MA, Hoos S, Baron B, England P, Desmaële D (2015) A druggable pocket at the nucleocapsid/phosphoprotein interaction site of human respiratory syncytial virus. J Virol 89(21):11129–11143
Paul M, Hazra M, Barman A, Hazra S (2014) Comparative molecular dynamics simulation studies for determining factors contributing to the thermostability of chemotaxis protein “CheY.” J Biomol Struct Dyn 32(6):928–949
Pedretti A, Mazzolari A, Vistoli G. VEGA ZZ: a versatile toolkit for drug design and protein modelling. InCongreso de FisicoquímicaTeórica y Computacional. 2008.
Piras S, Sanna G, Carta A, Corona P, Ibba R, Loddo R, Madeddu S, Caria P, Aulic S, Laurini E, Fermeglia M (2019) Dichloro-phenyl-benzotriazoles: a new selective class of human respiratory syncytial virus entry inhibitors. Front Chem 7:247
Saravolatz LD, Empey KM, Peebles RS Jr, Kolls JK (2010) Pharmacologic advances in the treatment and prevention of respiratory syncytial virus. Clin Infect Dis 50(9):1258–1267
Sati SC, Sati N, Sati OP (2011) Bioactive constituents and medicinal importance of genus Alnus. Pharmacogn Rev 5(10):174
Schaftenaar G, de Vlieg J (2012) Quantum mechanical polar surface area. J Comput Aided Mol Des 26(3):311–318
Scheltema NM, Gentile A, Lucion F et al (2017) Global respiratory syncytial virus-associated mortality in young children (RSV GOLD): a retrospective case series. Lancet Glob Health 5:e984–e991
Schlender J, Zimmer G, Herrler G, Conzelmann KK (2003) Respiratory syncytial virus (RSV) fusion protein subunit F2, not attachment protein G, determines the specificity of RSV infection. J Virol 77(8):4609–4616
Setlur AS, Naik SY, Skariyachan S (2017) Herbal lead as ideal bioactive compounds against probable drug targets of Ebola virus in comparison with known chemical analogue: A computational drug discovery perspective. Interdiscip Sci 9(2):254–277
Souza C, Zanchin NI, Krieger MA, Ludwig A (2017) In silico analysis of amino acid variation in human respiratory syncytial virus: insights into immunodiagnostics. Mem Inst Oswaldo Cruz 112:655–663
Stank A, Kokh DB, Fuller JC, Wade RC (2016) Protein binding pocket dynamics. Acc Chem Res 49(5):809–815
Stewart JJ (1990) MOPAC: a semiempirical molecular orbital program. J Comput Aided Mol Des 4(1):1–03
Tian W, Chen C, Lei X, Zhao J, Liang J. CASTp 3.0: computed atlas of surface topography of proteins. Nucleic acids research. 2018;46(W1):W363–7.
Tung NH, Kwon HJ, Kim JH, Ra JC, Ding Y, Kim JA, Kim YH (2010) Anti-influenza diarylheptanoids from the bark of Alnus japonica. Bioorg Med Chem Lett 20(3):1000–1003
van Gunsteren WF, Billeter SR, Eising AA, Hünenberger PH, Krüger PK, Mark AE, Scott WR, Tironi IG (1996) Biomolecular simulation: the GROMOS96 manual and user guide. VdfHochschulverlag AG an Der ETH Zürich, Zürich 86:1–044
Vaught A. Graphing with Gnuplot and Xmgr: two graphing packages available under linux. Linux Journal. 1996;1996(28es):7-es.
Veno J, Rahman RN, Masomian M, Ali MS, Kamarudin NH (2019) Insight into improved thermostability of cold-adapted staphylococcal lipase by glycine to cysteine mutation. Molecules 24(17):3169
Walsh EE, McConnochie KM, Long CE, Hall CB (1997) Severity of respiratory syncytial virus infection is related to virus strain. J Infect Dis 175(4):814–820
Wang Y, Ji W, Chen Z et al (2014) Comparison of severe pneumonia caused by Human metapneumovirus and respiratory syncytial virus in hospitalized children. Indian J Pathol Microbiol 57(3):413
Weber W, Hünenberger PH, McCammon JA (2000) Molecular dynamics simulations of a polyalanine octapeptide under Ewald boundary conditions: influence of artificial periodicity on peptide conformation. J Phys Chem B 104(15):3668–3675
Zainab B, Ayaz Z, Alwahibi MS, Khan S, Rizwana H, Soliman DW, Alawaad A, Abbasi AM (2020) In-silico elucidation of Moringa oleifera phytochemicals against diabetes mellitus. Saudi J Biol Sci 27(9):2299–2307
Zhang W, Pei J, Lai L (2017) Computational multitarget drug design. J Chem Inf Model 57(3):403–412
Zhao X, Singh M, Malashkevich VN, Kim PS (2000) Structural characterization of the human respiratory syncytial virus fusion protein core. Proc Natl Acad Sci 97(26):14172–14177
Zhu L, Lu L, Wang S, Wu J, Shi J, Yan T, ** solid oral dosage forms 2017 (pp. 297–329). Academic Press.
Acknowledgements
The authors are grateful to Bioinformatics Facility, Department of Biotechnology, Maharaja Sriram Chandra Bhanja Deo University, Baripada, India, for the provision of computational support. The work was partially conducted in the context of the Bioinformatics Resources and Applications Facility (BRAF), C-DAC, Pune, India.
Funding
None.
Author information
Authors and Affiliations
Contributions
DM conceived and designed the project. PKDM conducted initial manual verifications. Target protein and ligand compounds were identified by DM Molecular docking was performed by DM Molecular dynamic simulations were performed by MP and HT Analysis of those results was done by DM Draft of the manuscript was prepared by DM and MP Final version of the manuscript was edited by HT The whole work was done under the supervision of PKDM.
Corresponding author
Ethics declarations
Competing interests
Authors declared that they have no conflict of interest.
Ethical approval
NA.
Additional information
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.
About this article
Cite this article
Mitra, D., Paul, M., Thatoi, H. et al. Potentiality of bioactive compounds as inhibitor of M protein and F protein function of human respiratory syncytial virus. In Silico Pharmacol. 12, 5 (2024). https://doi.org/10.1007/s40203-023-00178-w
Received:
Accepted:
Published:
DOI: https://doi.org/10.1007/s40203-023-00178-w