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.group | Research Publications | |
| datacite.rights | Open Access | |
| dc.contributor.author | Moyeenul Huq A.K.M. | |
| dc.contributor.author | Roney, Miah | |
| dc.contributor.author | Dubey, Amit | |
| dc.contributor.author | Nasir, Muhammad Hassan | |
| dc.contributor.author | Tufail, Aisha | |
| dc.contributor.author | Aluwi, Mohd Fadhlizil Fasihi Mohd | |
| dc.contributor.author | Ishak, Wan Maznah Wan | |
| dc.contributor.author | Islam, Md Rabiul | |
| dc.contributor.author | Tajuddin, Saiful Nizam | |
| dc.contributor.department | School of Pharmacy | |
| dc.date.accessioned | 2026-08-18T04:58:51Z | |
| dc.date.available | 2026-08-18T04:58:51Z | |
| dc.date.issued | 2024-03-01 | |
| dc.description.abstract | Background 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.version | Published | |
| dc.format.extent | 13 pages | |
| dc.identifier.citation | Huq 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.doi | 10.1371/journal.pone.0299238 | |
| dc.identifier.issn | 19326203 | |
| dc.identifier.other | 2-s2.0-85187854046 | |
| dc.identifier.uri | https://hdl.handle.net/10361/29233 | |
| dc.language.iso | en_US | |
| dc.publisher | Public Library of Science | |
| dc.relation.hasversion | 10.1371/journal.pone.0299238 | |
| dc.relation.ispartof | Plos One | |
| dc.relation.ispartofseries | Plos One | |
| dc.relation.journal | PLoS ONE | |
| dc.relation.uri | https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0299238 | |
| dc.rights | true | |
| dc.subject | Aedes | |
| dc.subject | Aedes albopictus | |
| dc.subject | Animals | |
| dc.subject | Cacao | |
| dc.subject | Catechin | |
| dc.subject | Chalcones | |
| dc.subject | Dengue | |
| dc.subject | Endopeptidases | |
| dc.subject | Molecular docking simulation | |
| dc.subject | Molecular dynamics simulation | |
| dc.subject | Peptide hydrolases | |
| dc.subject | Phenols | |
| dc.subject | RNA-dependent | |
| dc.subject | RNA polymerase | |
| dc.subject.lcsh | Dengue viruses. | |
| dc.subject.lcsh | Cacao. | |
| dc.subject.lcsh | Phenols--Therapeutic use. | |
| dc.subject.lcsh | Molecular pharmacology--Computer simulation. | |
| dc.subject.lcsh | Antiviral agents. | |
| dc.title | 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 | |
| dc.type | Article | |
| oaire.citation.issue | 3 March | |
| oaire.citation.volume | 19 | |
| person.affiliation.name | Universiti Malaysia Pahang Al-Sultan Abdullah | |
| person.affiliation.name | Universiti Malaysia Pahang Al-Sultan Abdullah | |
| person.affiliation.name | Saveetha Dental College And Hospitals | |
| person.affiliation.name | Universiti Sultan Zainal Abidin | |
| person.affiliation.name | Quanta Calculus | |
| person.affiliation.name | Universiti Malaysia Pahang Al-Sultan Abdullah | |
| person.affiliation.name | Universiti Malaysia Pahang Al-Sultan Abdullah | |
| person.affiliation.name | BRAC University | |
| person.affiliation.name | Universiti Malaysia Pahang Al-Sultan Abdullah | |
| person.identifier.scopus-author-id | 57206406299 | |
| person.identifier.scopus-author-id | 57221924309 | |
| person.identifier.scopus-author-id | 57185007400 | |
| person.identifier.scopus-author-id | 57366794000 | |
| person.identifier.scopus-author-id | 58066234800 | |
| person.identifier.scopus-author-id | 56254778800 | |
| person.identifier.scopus-author-id | 59036364800 | |
| person.identifier.scopus-author-id | 57215057958 | |
| person.identifier.scopus-author-id | 37113014400 |
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