Identification of Anti-SARS-CoV-2 of Phyllantus Niruri, Curcuma Xanthorrhiza, and Orthosiphon Aristatus Secondary Metabolites through In Silico Studies
Abstract
SARS-CoV-2 caused a global pandemic in 2019 with mild flu-like clinical symptoms to severe symptoms that can cause death. Research to find the SARS-CoV-2 drug has been carried out through literature and in silico studies against SARS-CoV-2. Previous studies have reported the antiviral properties of some Indonesian herbs including Phyllantus niruri, Curcuma xanthorrhiza and Orthosiphon aristatus. However, secondary metabolites from these plants have not been tested for anti-SARS-CoV-2. Therefore, the aim of this study is to reveal the anti-SARS-CoV-2 activity of secondary metabolites of these plants through in silico study. Molecular docking and molecular dynamic simulation of compounds were tested using Autodock Vina and GROMACSS 2021.2 against spike (S) glycoprotein and 3-chymotrypsin-like protease (3CLpro) as drug target. Further, the potential SARS-CoV-2 drugs were analyzed for drug similarity and Absorption, Distribution, Metabolism, Excretion and Toxicity (ADMET) properties. The results exhibited that rutin (-7.3 kcal/mol), ellagic acid (-7.2 kcal/mol) and ursolic acid (-6.8 kcal/mol) has better docking score for S-glycoprotein than nelfinavir (-6.7 kcal/mol) and remdesivir (-6.6 kcal/mol). In addition, rutin (-8.8 kcal/mol) had a better docking score for 3CLpro than nelfinavir (-8.2 kcal/mol) and remdesivir (-7.8 kcal/mol). It could bind to S-glycoprotein and 3CLpro binding receptor domain. Molecular dynamics simulations showed stable 3CLpro-rutin complex. The ADMET properties of rutin showed it is non-toxic. Therefore, rutin is a good 3CLpro inhibitor and has the potential to be a SARS-CoV-2 drug.
Keywords: SARS-CoV-2, in silico, Phyllantus niruri, Curcuma xanthorrhiza, Orthosiphon aristatus.
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JOGALEKAR M P, VEERABATHINI A, & GANGADARAN P. Novel 2019 coronavirus: genome structure, clinical trials, and outstanding questions. Experimental Biology and Medicine, 2020, 245(11): 964-969. https://doi.org/10.1177/1535370220920540
JAIMES J A, ANDRE N M, CHAPPIE J S, et al. Phylogenetic analysis and structural modelling of SARS-CoV-2 spike protein reveals an evolutionary distinct and proteolytically sensitive activation loop. Journal of Molecular Biology, 2020, 432(10): 3309-3325. https://doi.org/10.1016/j.jmb.2020.04.009
GYEBI G A, OGUNRO O B, ADEGUNLOYE A P, et al. Potential inhibitors of coronavirus 3-chymotrypsin-like protease (3CLpro): an in silico screening of alkaloids and terpenoids from African medicinal plants. Journal of Biomolecular Structure and Dynamics, 2021, 39(9): 3396-3408. https://doi.org/10.1080/07391102.2020.1764868
GURUNG A B, ALI M A, LEE J, et al. Unravelling lead antiviral phytochemicals for the inhibition of SARS-CoV-2 Mpro enzyme through in silico approach. Life Sciences, 2020, 117831: 1-13. https://doi.org/10.1016/j.lfs.2020.117831
ADZKIA A. COVID-19: Setahun Pandemi Virus Corona, Indonesia Belum Aman Masih Stadium Empat. BBC East Asia Visual Journalism, 2021. Retrieved from https://www.bbc.com/indonesia/indonesia-56238695).
WHO. COVID-19 Weekly Epidemiological Update, 2021. Retrieved from https://apps.who.int/iris/bitstream/handle/10665/341329/CoV-weekly-sitrep 11May21
WHO. COVID-19 Weekly Epidemiological Update Ed 45, 2021. Retrieved from https://apps.who.int/iris/bitstream/handle/10665/342009/CoV-weekly-sitrep22Jun21
SOHRABI C, ALSAFI Z, O’NEILL N, et al. World Health Organization declares global emergency: A review of the 2019 novel coronavirus (COVID-19). International Journal of Surgery, 2020, 76: 71-76. https://doi.org/10.1016/j.ijsu.2020.02.034
PETROSILLO N, VICECONTE G, ERGONUL O, et al. COVID-19, SARS and MERS: are they closely related? Clinical Microbiology and Infection, 2020, 26(6): 729-734. https://doi.org/10.1016/j.cmi.2020.03.026
LAKSMIANI N P L, LARASANTY L P F, SANTIKA, et al. Active Compounds Activity from the Medicinal Plants Against SARS-CoV-2 using in Silico Assay. Biomedical and Pharmacology Journal, 2020, 13(2): 873-881. http://dx.doi.org/10.13005/bpj/1953
ABDEL-AZEZ AERON A, & KAHIL T A. Health benefits and possible risks of herbal medicine. In GARG N, ABDEL-AZIZ S, & AERON A. (Eds) Microbes in Food and Health, 2016: 97-116. https://doi.org/10.1007/978-3-319-25277-3_6.
LIPINSKI C A, LOMBARDO F, DOMINY B W, & FEENEY P J. Experimental and computational approaches to estimate solubility and permeability in drug discovery and development settings. Advanced Drug Delivery Reviews, 2012, 64(1-3): 4-17. https://doi.org/10.1016/s0169-409x(00)00129-0
NEVES B J, BRAGA R C, MELO-FILHO C C, et al. QSAR-based virtual screening: advances and applications in drug discovery. Frontier in Pharmacology, 2018, 9: 1275. https://doi.org/10.3389/fphar.2018.01275.
PARIKESIT A A, & NURDIANSYAH R. Drug repurposing option for COVID-19 with structural bioinformatics of chemical interactions approach. Cermin Dunia Kedokteran, 2020, 47(3): 222-226. https://doi.org/https://dx.doi.org/10.55175/cdk.v47i3.376
TALLEI T E, TUMILAAR S G, NIODE N J, et al. Potential of plant bioactive compounds as SARS-CoV-2 main protease (Mpro) and spike (S) glycoprotein inhibitors: a molecular docking study, Preprints, 2020, https://doi.org/10.20944/preprints 202004.0102.v3, 1-17.
GOSH R, CHAKRABORTY A, BISWAS A, & CHOWDHURI S. Identification of polyphenols from Broussonetia papyrifera as SARS CoV-2 main protease inhibitors using in silico docking and molecular dynamics simulation approaches. Journal of Biomolecular Structure and Dynamics, 2020, 39(17): 6747-6760. https://doi.org/10.1080/07391102.2020.1802347.
WAHYUNI T S, AZMI D, PERMANASARI, et al. Anti-viral activity of Phyllantus niruri against Hepatitis C Virus. Malaysian Applied Biology, 2019, 48(3): 105-111.
FARA-TELLO P, MIRAZO S, DUTRA C, et al. Cytotoxic, virucidal, and antiviral activity of South American plant and algae extracts. The Scientific Journal, 2012, ID 174837: 1-5. https://doi.org/10.1100/2012/174837
TAN W C, JAGANATH I B, MANIKAM R, & SEKARAN S D. Evaluation of antiviral activities of four local Malaysian Phyllantus species against Herpes Simplex Viruses and possible antiviral target. International Journal of Medical Sciences, 2013, 10(13): 1817-1829. https://doi.org/10.7150/ijms.6902
KARYAWATI A T. Aktivitas antivirus Simian Retrovirus Stereotype-2 (SRV-2) dari ekstrak meniran (Phyllantus niruri) dan Temulawak (Curcuma xanthorrizha), Jurnal Penelitian Sains, 2011, 14(3): 52-55. https://doi.org/10.36706/jps.v14i3.216
SYAMSUDIN R A M R, PERDANA F, MUTIAZ, et al. Tanaman temulawak (C. xanthorrhiza Roxb) sebagai obat tradisional. Jurnal Ilmiah Farmako Bahari, 2019, 10(1): 51-65. https://doi.org/10.52434/jfb.v10i1.648
RIPIM N S M, FAZIL N, IBRAHIM S N K, et al. Antiviral properties of Orthosiphon stamineus aqueous extract in herpes simplex virus type 1 infected cells. Sains Malaysiana, 2018, 47(8): 1725-1730. https://doi.org/10.17576/jsm-2018-4708-11
ALI A M, MACKEEN M M, EL-SHARKAWY S H, et al. Antiviral and cytotoxic activities of some plants used in Malaysian indigenous medicine. Pertanika Journal Tropic Agricultural Sciences, 1996, 19(2), 129-136.
RAHMANINGSIH S. & PUJIASTUTIK H. An in vitro and an in silico evaluation of the antibacterial activity of the bioactive compounds in Majapahit (Cressentia cujete L.) fruit. Veterinary World, 2019, 12(12): 1959-1965. https://doi.org/10.14202/vetworld.2019.1959-1965
CHOWDURY P. In Silico investigation of phytoconstituents from Indian medicinal herb Tinospora cardifolia (giloy) against SARS-CoV-2 (COVID-19) by molecular dynamics approach. Journal of Biomolecular Struture and Dynamics, 2020, 39(17): 6792-6809. https://doi.org/10.1080/07391102.2020.1803968.
KUO C J, LIU H G, LO Y K, et al. Individual and common inhibitors of coronavirus and picornavirus main proteases. Federation of European Biochemical Societies, 2009, 583(3): 549-555. https://doi.org/10.1016/j.febslet.2008.12.059
LIU C, BOLAND S, SCHOLLE M D, et al. Dual inhibition of SARS-CoV-2 and human rhinovirus with protease inhibitors in clinical development. Antiviral Research, 2021, 187(105020): 1-8. https://doi.org/10.1016/j.antiviral.2021.105020
OMRANI M, KESHAVARZ M, EBRAHIMI S N, et al. Potential natural products against respiratory viruses: A persepective to develop anti-COVID-19 disease. Frontiers in Pharmacology, 2021, 11: 586933. https://doi.org/10.3389/fphar.2020. 586993/full.
HUGGINS D J, & TIDOR B. Systematic placement of structural water molecules for improved scoring of protein-ligand interactions. Protein Engineering, Design and Selection, 2011, 24(10): 777-789. https://doi.org/10.1093/protein/gzr036
LIPPERT T, & RAREY M. Fast automated placement of polar hydrogen atoms in protein ligand complexes. Journal of Cheminformatics, 2009, 1(13): 1-12. https://doi.org/10.1186/1758-2946-1-13.
TROTT O, & OLSON J. A. Autodock Vina: improving the speed and accuracy of docking with new scoring function, effiecient optimization and multithreading. Journal Computational Chemistry, 2010, 31(2): 455-461. https://doi.org/10.1002/jcc.21334
VARGAS J A R, LOPEZ A G, PINOL M C, & FROEYEN M. Molecular docking study on the interaction between 2-substituted-4,5-difuryl imidazoles with different protein target for antileishmanial activity. Journal of Applied Pharmaceutical Science, 2018, 8(3): 14-22. https://doi.org/10.7324/JAPS.2018.8303
ALI A, & VIJAYAN R. Dynamics of the ACE2-SARS-CoV-2/SARS-CoV spike protein interface reveal unique mechanisms. Scientific Reports, 2020, 10(1): 14214, 1-12. https://doi.org/10.1038/s41598-020-71188-3.
UL-QAMAR M.T, ALQAHTANI S M, ALAMRI M A, & CHEN L L. Structural basis of SARS-CoV-2 3CLpro and anti-COVID-19 drug discovery from medicinal plants. Journal of Pharmaceutical Analysis, 2020, 10(4): 313-319. https://doi.org/10.1016/j.jpha.2020.03.009
JUKIC M, SKRLJ B, TOMSIC G, et al. Prioritisation of compounds for 3CLpro inhibitor development on SARS-CoV-2 variants. Molecules, 2021, 26(10), 3003: 1-14. https://doi.org/10.3390/molecules26103003
LIN J H. & YAMAZAKI M. Role of P-glycoprotein in pharmacokinetics: clinical implications. Clinical Phamacokinetics, 2003, 42(1): 59-98. https://doi.org/10.2165/00003088-200342010-00003.
LIN J H. & LU A Y H. Inhibition and induction of Cytochrome P450 and the clinical implications. Clinical Pharmacokinetics, 1998, 35(5): 361-390. https://doi.org/10.2165/00003088-199835050-00003
NEGAHDARI R, BOHLOULI S, SHARIFI S, et al. Therapeutic benefits of rutin and its nanoformulations. Phytotherapy Research, 2021, 35(4): 1719-1738. https://doi.org/10.1002/ptr.6904.
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