An integrated virtual screening of compounds from Carica papaya leaves against multiple protein targets of SARS-Coronavirus-2

The pandemic of SARS-Coronavirus-2 (Coronavirus-19) has been progressing by the increasing trend of the cases as well as deaths with neither vaccine nor drug is rationally used to stop the viral spread over. This study aims to perform an integrated virtual screening of compounds that had been identi...

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Main Authors: Pandu Hariyono, Christine Patramurti, Damiana S. Candrasari, Maywan Hariono
Format: Article
Language:English
Published: Elsevier 2021-01-01
Series:Results in Chemistry
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2211715621000187
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spelling doaj-d316684685a94531a6d5aa2e0637dd672021-02-27T04:38:21ZengElsevierResults in Chemistry2211-71562021-01-013100113An integrated virtual screening of compounds from Carica papaya leaves against multiple protein targets of SARS-Coronavirus-2Pandu Hariyono0Christine Patramurti1Damiana S. Candrasari2Maywan Hariono3Faculty of Pharmacy, Sanata Dharma University, Campus III, Paingan, Maguwoharjo, Sleman 55282, Yogyakarta, IndonesiaFaculty of Pharmacy, Sanata Dharma University, Campus III, Paingan, Maguwoharjo, Sleman 55282, Yogyakarta, IndonesiaFaculty of Pharmacy, Sanata Dharma University, Campus III, Paingan, Maguwoharjo, Sleman 55282, Yogyakarta, IndonesiaCorresponding author.; Faculty of Pharmacy, Sanata Dharma University, Campus III, Paingan, Maguwoharjo, Sleman 55282, Yogyakarta, IndonesiaThe pandemic of SARS-Coronavirus-2 (Coronavirus-19) has been progressing by the increasing trend of the cases as well as deaths with neither vaccine nor drug is rationally used to stop the viral spread over. This study aims to perform an integrated virtual screening of compounds that had been identified from Carica papaya leaves, which are proposed to be a herbal treatment for SARS-Coronavirus-2. The screening was initiated by evaluating the 40 compounds from Carica papaya leaves for their drug-like likeness property. The selected compounds were then secondly screened using carcinogenic and toxicity filters. Further selected compounds were thirdly screened for their pharmacokinetic profile and the screening was lastly performed by docking the third selected compounds against multiple protein targets of SARS-Coronavirus-2 employing 3-chymotrypsin-like protease (3CLpro), papain-like protease (PLpro), RNA-dependent-RNA-polymerase (RdRp), endonuclease (EndoU), S1 and S2 region of spike protein. The results show that 20 of 40 compounds, which meet the requirements of drug-like likeness, carcinogenicity-toxicity filter, and pharmacokinetic profiles, can interact with the multiple protein targets of SARS-Coronavirus-2 with the order from high to low affinity as follows: S1 > 3CLpro > EndoU > RdRp > PLpro > S2. In conclusion, Carica papaya leaves are worth to be proposed for further in vitro study against SARS-Coronavirus-2 at both molecular and cellular levels.http://www.sciencedirect.com/science/article/pii/S2211715621000187ADMET predictionCarica papayaCoronavirusCOVID-19Natural productVirtual screening
collection DOAJ
language English
format Article
sources DOAJ
author Pandu Hariyono
Christine Patramurti
Damiana S. Candrasari
Maywan Hariono
spellingShingle Pandu Hariyono
Christine Patramurti
Damiana S. Candrasari
Maywan Hariono
An integrated virtual screening of compounds from Carica papaya leaves against multiple protein targets of SARS-Coronavirus-2
Results in Chemistry
ADMET prediction
Carica papaya
Coronavirus
COVID-19
Natural product
Virtual screening
author_facet Pandu Hariyono
Christine Patramurti
Damiana S. Candrasari
Maywan Hariono
author_sort Pandu Hariyono
title An integrated virtual screening of compounds from Carica papaya leaves against multiple protein targets of SARS-Coronavirus-2
title_short An integrated virtual screening of compounds from Carica papaya leaves against multiple protein targets of SARS-Coronavirus-2
title_full An integrated virtual screening of compounds from Carica papaya leaves against multiple protein targets of SARS-Coronavirus-2
title_fullStr An integrated virtual screening of compounds from Carica papaya leaves against multiple protein targets of SARS-Coronavirus-2
title_full_unstemmed An integrated virtual screening of compounds from Carica papaya leaves against multiple protein targets of SARS-Coronavirus-2
title_sort integrated virtual screening of compounds from carica papaya leaves against multiple protein targets of sars-coronavirus-2
publisher Elsevier
series Results in Chemistry
issn 2211-7156
publishDate 2021-01-01
description The pandemic of SARS-Coronavirus-2 (Coronavirus-19) has been progressing by the increasing trend of the cases as well as deaths with neither vaccine nor drug is rationally used to stop the viral spread over. This study aims to perform an integrated virtual screening of compounds that had been identified from Carica papaya leaves, which are proposed to be a herbal treatment for SARS-Coronavirus-2. The screening was initiated by evaluating the 40 compounds from Carica papaya leaves for their drug-like likeness property. The selected compounds were then secondly screened using carcinogenic and toxicity filters. Further selected compounds were thirdly screened for their pharmacokinetic profile and the screening was lastly performed by docking the third selected compounds against multiple protein targets of SARS-Coronavirus-2 employing 3-chymotrypsin-like protease (3CLpro), papain-like protease (PLpro), RNA-dependent-RNA-polymerase (RdRp), endonuclease (EndoU), S1 and S2 region of spike protein. The results show that 20 of 40 compounds, which meet the requirements of drug-like likeness, carcinogenicity-toxicity filter, and pharmacokinetic profiles, can interact with the multiple protein targets of SARS-Coronavirus-2 with the order from high to low affinity as follows: S1 > 3CLpro > EndoU > RdRp > PLpro > S2. In conclusion, Carica papaya leaves are worth to be proposed for further in vitro study against SARS-Coronavirus-2 at both molecular and cellular levels.
topic ADMET prediction
Carica papaya
Coronavirus
COVID-19
Natural product
Virtual screening
url http://www.sciencedirect.com/science/article/pii/S2211715621000187
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