Phenolic compounds of Theobroma cacao L. show potential against dengue RdRp protease enzyme inhibition by In-silico docking, DFT study, MD simulation and MMGBSA calculation

bracu.type.groupResearch Publications
datacite.rightsOpen Access
dc.contributor.authorMoyeenul Huq A.K.M.
dc.contributor.authorRoney, Miah
dc.contributor.authorDubey, Amit
dc.contributor.authorNasir, Muhammad Hassan
dc.contributor.authorTufail, Aisha
dc.contributor.authorAluwi, Mohd Fadhlizil Fasihi Mohd
dc.contributor.authorIshak, Wan Maznah Wan
dc.contributor.authorIslam, Md Rabiul
dc.contributor.authorTajuddin, Saiful Nizam
dc.contributor.departmentSchool of Pharmacy
dc.date.accessioned2026-08-18T04:58:51Z
dc.date.available2026-08-18T04:58:51Z
dc.date.issued2024-03-01
dc.description.abstractBackground Currently, there is no antiviral medication for dengue, a potentially fatal tropical infectious illness spread by two mosquito species, Aedes aegypti and Aedes albopictus. The RdRp protease of dengue virus is a potential therapeutic target. This study focused on the in silico drug discovery of RdRp protease inhibitors. Methods To assess the potential inhibitory activity of 29 phenolic acids from Theobroma cacao L. against DENV3-NS5 RdRp, a range of computational methods were employed. These included docking, drug-likeness analysis, ADMET prediction, density functional theory (DFT) calculations, and molecular dynamics (MD) simulations. The aim of these studies was to confirm the stability of the ligand-protein complex and the binding pose identified during the docking experiment. Results Twenty-one compounds were found to have possible inhibitory activities against DENV according to the docking data, and they had a binding affinity of ≥-37.417 kcal/mol for DENV3- enzyme as compared to the reference compound panduratin A. Additionally, the drug-likeness investigation produced four hit compounds that were subjected to ADMET screening to obtain the lead compound, catechin. Based on ELUMO, EHOMO, and band energy gap, the DFT calculations showed strong electronegetivity, favouravle global softness and chemical reactivity with considerable intra-molecular charge transfer between electron-donor to electron-acceptor groups for catechin. The MD simulation result also demonstrated favourable RMSD, RMSF, SASA and H-bonds in at the binding pocket of DENV3-NS5 RdRp for catechin as compared to panduratin A. Conclusion According to the present findings, catechin showed high binding affinity and sufficient drug-like properties with the appropriate ADMET profiles. Moreover, DFT and MD studies further supported the drug-like action of catechin as a potential therapeutic candidate. Therefore, further in vitro and in vivo research on cocoa and its phytochemical catechin should be taken into consideration to develop as a potential DENV inhibitor. © 2024 Huq et al. This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
dc.description.versionPublished
dc.format.extent13 pages
dc.identifier.citationHuq AKMM, Roney M, Dubey A, Nasir MH, Tufail A, Aluwi MFFM, et al. (2024) Phenolic compounds of Theobroma cacao L. show potential against dengue RdRp protease enzyme inhibition by In-silico docking, DFT study, MD simulation and MMGBSA calculation. PLoS ONE 19(3): e0299238. https://doi.org/10.1371/journal.pone.0299238
dc.identifier.doi10.1371/journal.pone.0299238
dc.identifier.issn19326203
dc.identifier.other2-s2.0-85187854046
dc.identifier.urihttps://hdl.handle.net/10361/29233
dc.language.isoen_US
dc.publisherPublic Library of Science
dc.relation.hasversion10.1371/journal.pone.0299238
dc.relation.ispartofPlos One
dc.relation.ispartofseriesPlos One
dc.relation.journalPLoS ONE
dc.relation.urihttps://journals.plos.org/plosone/article?id=10.1371/journal.pone.0299238
dc.rightstrue
dc.subjectAedes
dc.subjectAedes albopictus
dc.subjectAnimals
dc.subjectCacao
dc.subjectCatechin
dc.subjectChalcones
dc.subjectDengue
dc.subjectEndopeptidases
dc.subjectMolecular docking simulation
dc.subjectMolecular dynamics simulation
dc.subjectPeptide hydrolases
dc.subjectPhenols
dc.subjectRNA-dependent
dc.subjectRNA polymerase
dc.subject.lcshDengue viruses.
dc.subject.lcshCacao.
dc.subject.lcshPhenols--Therapeutic use.
dc.subject.lcshMolecular pharmacology--Computer simulation.
dc.subject.lcshAntiviral agents.
dc.titlePhenolic compounds of Theobroma cacao L. show potential against dengue RdRp protease enzyme inhibition by In-silico docking, DFT study, MD simulation and MMGBSA calculation
dc.typeArticle
oaire.citation.issue3 March
oaire.citation.volume19
person.affiliation.nameUniversiti Malaysia Pahang Al-Sultan Abdullah
person.affiliation.nameUniversiti Malaysia Pahang Al-Sultan Abdullah
person.affiliation.nameSaveetha Dental College And Hospitals
person.affiliation.nameUniversiti Sultan Zainal Abidin
person.affiliation.nameQuanta Calculus
person.affiliation.nameUniversiti Malaysia Pahang Al-Sultan Abdullah
person.affiliation.nameUniversiti Malaysia Pahang Al-Sultan Abdullah
person.affiliation.nameBRAC University
person.affiliation.nameUniversiti Malaysia Pahang Al-Sultan Abdullah
person.identifier.scopus-author-id57206406299
person.identifier.scopus-author-id57221924309
person.identifier.scopus-author-id57185007400
person.identifier.scopus-author-id57366794000
person.identifier.scopus-author-id58066234800
person.identifier.scopus-author-id56254778800
person.identifier.scopus-author-id59036364800
person.identifier.scopus-author-id57215057958
person.identifier.scopus-author-id37113014400

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