TY - JOUR
T1 - THE POTENTIAL OF INDONESIAN MARINE NATURAL PRODUCT WITH DUAL TARGETING ACTIVITY THROUGH SARS-COV-2 3CLPRO AND PLPRO
T2 - AN IN SILICO STUDIES
AU - Nahir, Cikal Fiarsi
AU - Putra, Masteria Yunovilsa
AU - Wibowo, Joko Tri
AU - Lee, Vannajan Sanghiran
AU - Yanuar, Arry
N1 - Publisher Copyright:
© 2023 The Authors. Published by Innovare Academic Sciences Pvt Ltd.
PY - 2023/9/1
Y1 - 2023/9/1
N2 - Objective: This research was conducted to find potential candidate compounds from one hundred thirty-seven Indonesian marine natural products capable of preventing SARS-CoV-2 with a computational approach. Methods: The physicochemical properties and Absorption, Distribution, Metabolism, Excretion, and Toxicity (ADMET) profile of compounds were predicted using ADMETLab. The candidate compounds were filtered using AutodockVina. Molecular docking was carried out using AutoDockTools on the SARS-CoV-2 3-Chymotrypsin-like protease (3CLpro) and Papain-like protease (PLpro) that is essential for the SARS-CoV-2 life cycle. Also, AMBER22 was used to perform molecular dynamics simulations in this study. Results: Based on molecular docking results, Pre-Neo-Kaluamine has good activity against 3CLpro with a bond energy value of-10.35 kcal/mol. Cortistatin F showed excellent binding activity on PLpro, with energy value results of-10.62 kcal/mol. Acanthomanzamine C has dual targeting activity and interacts well with protein 3CLpro and PLpro with binding energy values ranging from 10 kcal/mol to 14 kcal/mol. Conclusion: The molecular docking results were corroborated by molecular dynamics simulation results and showed good stability of the candidate ligands, and we found that there were three potential compounds as protease inhibitors of SARS-CoV-2 including Pre-Neo-Kaluamine for 3CLpro, Cortistatin F for PLpro, and Acanthomanzamine C which had dual targeting activity against both proteases.
AB - Objective: This research was conducted to find potential candidate compounds from one hundred thirty-seven Indonesian marine natural products capable of preventing SARS-CoV-2 with a computational approach. Methods: The physicochemical properties and Absorption, Distribution, Metabolism, Excretion, and Toxicity (ADMET) profile of compounds were predicted using ADMETLab. The candidate compounds were filtered using AutodockVina. Molecular docking was carried out using AutoDockTools on the SARS-CoV-2 3-Chymotrypsin-like protease (3CLpro) and Papain-like protease (PLpro) that is essential for the SARS-CoV-2 life cycle. Also, AMBER22 was used to perform molecular dynamics simulations in this study. Results: Based on molecular docking results, Pre-Neo-Kaluamine has good activity against 3CLpro with a bond energy value of-10.35 kcal/mol. Cortistatin F showed excellent binding activity on PLpro, with energy value results of-10.62 kcal/mol. Acanthomanzamine C has dual targeting activity and interacts well with protein 3CLpro and PLpro with binding energy values ranging from 10 kcal/mol to 14 kcal/mol. Conclusion: The molecular docking results were corroborated by molecular dynamics simulation results and showed good stability of the candidate ligands, and we found that there were three potential compounds as protease inhibitors of SARS-CoV-2 including Pre-Neo-Kaluamine for 3CLpro, Cortistatin F for PLpro, and Acanthomanzamine C which had dual targeting activity against both proteases.
KW - 3CLpro
KW - ADMET prediction
KW - In silico
KW - Marine natural product
KW - Molecular docking
KW - Molecular dynamic
KW - PLpro
KW - SARS-CoV-2
KW - Virtual screening
UR - http://www.scopus.com/inward/record.url?scp=85172465832&partnerID=8YFLogxK
U2 - 10.22159/ijap.2023v15i5.48416
DO - 10.22159/ijap.2023v15i5.48416
M3 - Article
AN - SCOPUS:85172465832
SN - 0975-7058
VL - 15
SP - 171
EP - 180
JO - International Journal of Applied Pharmaceutics
JF - International Journal of Applied Pharmaceutics
IS - 5
ER -