Virtual Screening of the Indonesian Medicinal Plant and Zinc Databases for Potential Inhibitors of the RNA-Dependent RNA Polymerase (RdRp) of 2019 Novel Coronavirus

The novel coronavirus disease 19 (Covid-19) which is caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) has been a pandemic across the world, which necessitate the need for the antiviral drug discovery. One of the potential protein targets for coronavirus treatment is RNA-depende...

Descripción completa

Guardado en:
Detalles Bibliográficos
Autores principales: Muhammad Arba, Andry Nur-Hidayat, Ida Usman, Arry Yanuar, Setyanto Tri Wahyudi, Gilbert Fleischer, Dylan James Brunt, Chun Wu
Formato: article
Lenguaje:EN
Publicado: Department of Chemistry, Universitas Gadjah Mada 2020
Materias:
Acceso en línea:https://doaj.org/article/27197eeb09c144cd8d6c76c544435626
Etiquetas: Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
id oai:doaj.org-article:27197eeb09c144cd8d6c76c544435626
record_format dspace
spelling oai:doaj.org-article:27197eeb09c144cd8d6c76c5444356262021-12-02T16:11:23ZVirtual Screening of the Indonesian Medicinal Plant and Zinc Databases for Potential Inhibitors of the RNA-Dependent RNA Polymerase (RdRp) of 2019 Novel Coronavirus1411-94202460-157810.22146/ijc.56120https://doaj.org/article/27197eeb09c144cd8d6c76c5444356262020-10-01T00:00:00Zhttps://jurnal.ugm.ac.id/ijc/article/view/56120https://doaj.org/toc/1411-9420https://doaj.org/toc/2460-1578The novel coronavirus disease 19 (Covid-19) which is caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) has been a pandemic across the world, which necessitate the need for the antiviral drug discovery. One of the potential protein targets for coronavirus treatment is RNA-dependent RNA polymerase. It is the key enzyme in the viral replication machinery, and it does not exist in human beings, therefore its targeting has been considered as a strategic approach. Here we describe the identification of potential hits from Indonesian Herbal and ZINC databases. The pharmacophore modeling was employed followed by molecular docking and dynamics simulation for 40 ns. 151 and 14480 hit molecules were retrieved from Indonesian herbal and ZINC databases, respectively. Three hits that were selected based on the structural analysis were stable during 40 ns, while binding energy prediction further implied that ZINC1529045114, ZINC169730811, and 9-Ribosyl-trans-zeatin had tighter binding affinities compared to Remdesivir. The ZINC169730811 had the strongest affinity toward RdRp compared to the other two hits including Remdesivir and its binding was corroborated by electrostatic, van der Waals, and nonpolar contribution for solvation energies. The present study offers three hits showing tighter binding to RdRp based on MM-PBSA binding energy prediction for further experimental verification.Muhammad ArbaAndry Nur-HidayatIda UsmanArry YanuarSetyanto Tri WahyudiGilbert FleischerDylan James BruntChun WuDepartment of Chemistry, Universitas Gadjah MadaarticleChemistryQD1-999ENIndonesian Journal of Chemistry, Vol 20, Iss 6, Pp 1430-1440 (2020)
institution DOAJ
collection DOAJ
language EN
topic Chemistry
QD1-999
spellingShingle Chemistry
QD1-999
Muhammad Arba
Andry Nur-Hidayat
Ida Usman
Arry Yanuar
Setyanto Tri Wahyudi
Gilbert Fleischer
Dylan James Brunt
Chun Wu
Virtual Screening of the Indonesian Medicinal Plant and Zinc Databases for Potential Inhibitors of the RNA-Dependent RNA Polymerase (RdRp) of 2019 Novel Coronavirus
description The novel coronavirus disease 19 (Covid-19) which is caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) has been a pandemic across the world, which necessitate the need for the antiviral drug discovery. One of the potential protein targets for coronavirus treatment is RNA-dependent RNA polymerase. It is the key enzyme in the viral replication machinery, and it does not exist in human beings, therefore its targeting has been considered as a strategic approach. Here we describe the identification of potential hits from Indonesian Herbal and ZINC databases. The pharmacophore modeling was employed followed by molecular docking and dynamics simulation for 40 ns. 151 and 14480 hit molecules were retrieved from Indonesian herbal and ZINC databases, respectively. Three hits that were selected based on the structural analysis were stable during 40 ns, while binding energy prediction further implied that ZINC1529045114, ZINC169730811, and 9-Ribosyl-trans-zeatin had tighter binding affinities compared to Remdesivir. The ZINC169730811 had the strongest affinity toward RdRp compared to the other two hits including Remdesivir and its binding was corroborated by electrostatic, van der Waals, and nonpolar contribution for solvation energies. The present study offers three hits showing tighter binding to RdRp based on MM-PBSA binding energy prediction for further experimental verification.
format article
author Muhammad Arba
Andry Nur-Hidayat
Ida Usman
Arry Yanuar
Setyanto Tri Wahyudi
Gilbert Fleischer
Dylan James Brunt
Chun Wu
author_facet Muhammad Arba
Andry Nur-Hidayat
Ida Usman
Arry Yanuar
Setyanto Tri Wahyudi
Gilbert Fleischer
Dylan James Brunt
Chun Wu
author_sort Muhammad Arba
title Virtual Screening of the Indonesian Medicinal Plant and Zinc Databases for Potential Inhibitors of the RNA-Dependent RNA Polymerase (RdRp) of 2019 Novel Coronavirus
title_short Virtual Screening of the Indonesian Medicinal Plant and Zinc Databases for Potential Inhibitors of the RNA-Dependent RNA Polymerase (RdRp) of 2019 Novel Coronavirus
title_full Virtual Screening of the Indonesian Medicinal Plant and Zinc Databases for Potential Inhibitors of the RNA-Dependent RNA Polymerase (RdRp) of 2019 Novel Coronavirus
title_fullStr Virtual Screening of the Indonesian Medicinal Plant and Zinc Databases for Potential Inhibitors of the RNA-Dependent RNA Polymerase (RdRp) of 2019 Novel Coronavirus
title_full_unstemmed Virtual Screening of the Indonesian Medicinal Plant and Zinc Databases for Potential Inhibitors of the RNA-Dependent RNA Polymerase (RdRp) of 2019 Novel Coronavirus
title_sort virtual screening of the indonesian medicinal plant and zinc databases for potential inhibitors of the rna-dependent rna polymerase (rdrp) of 2019 novel coronavirus
publisher Department of Chemistry, Universitas Gadjah Mada
publishDate 2020
url https://doaj.org/article/27197eeb09c144cd8d6c76c544435626
work_keys_str_mv AT muhammadarba virtualscreeningoftheindonesianmedicinalplantandzincdatabasesforpotentialinhibitorsofthernadependentrnapolymeraserdrpof2019novelcoronavirus
AT andrynurhidayat virtualscreeningoftheindonesianmedicinalplantandzincdatabasesforpotentialinhibitorsofthernadependentrnapolymeraserdrpof2019novelcoronavirus
AT idausman virtualscreeningoftheindonesianmedicinalplantandzincdatabasesforpotentialinhibitorsofthernadependentrnapolymeraserdrpof2019novelcoronavirus
AT arryyanuar virtualscreeningoftheindonesianmedicinalplantandzincdatabasesforpotentialinhibitorsofthernadependentrnapolymeraserdrpof2019novelcoronavirus
AT setyantotriwahyudi virtualscreeningoftheindonesianmedicinalplantandzincdatabasesforpotentialinhibitorsofthernadependentrnapolymeraserdrpof2019novelcoronavirus
AT gilbertfleischer virtualscreeningoftheindonesianmedicinalplantandzincdatabasesforpotentialinhibitorsofthernadependentrnapolymeraserdrpof2019novelcoronavirus
AT dylanjamesbrunt virtualscreeningoftheindonesianmedicinalplantandzincdatabasesforpotentialinhibitorsofthernadependentrnapolymeraserdrpof2019novelcoronavirus
AT chunwu virtualscreeningoftheindonesianmedicinalplantandzincdatabasesforpotentialinhibitorsofthernadependentrnapolymeraserdrpof2019novelcoronavirus
_version_ 1718384398304280576