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In silico testing of flavonoids as potential inhibitors of protease and helicase domains of dengue and Zika viruses

BACKGROUND: Dengue and Zika are two major vector-borne diseases. Dengue causes up to 25,000 deaths and nearly a 100 million cases worldwide per year, while the incidence of Zika has increased in recent years. Although Zika has been associated to fetal microcephaly and Guillain-Barré syndrome both it...

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Autores principales: Cruz-Arreola, Omar, Orduña-Diaz, Abdu, Domínguez, Fabiola, Reyes-Leyva, Julio, Vallejo-Ruiz, Verónica, Domínguez-Ramírez, Lenin, Santos-López, Gerardo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: PeerJ Inc. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9357371/
https://www.ncbi.nlm.nih.gov/pubmed/35945938
http://dx.doi.org/10.7717/peerj.13650
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author Cruz-Arreola, Omar
Orduña-Diaz, Abdu
Domínguez, Fabiola
Reyes-Leyva, Julio
Vallejo-Ruiz, Verónica
Domínguez-Ramírez, Lenin
Santos-López, Gerardo
author_facet Cruz-Arreola, Omar
Orduña-Diaz, Abdu
Domínguez, Fabiola
Reyes-Leyva, Julio
Vallejo-Ruiz, Verónica
Domínguez-Ramírez, Lenin
Santos-López, Gerardo
author_sort Cruz-Arreola, Omar
collection PubMed
description BACKGROUND: Dengue and Zika are two major vector-borne diseases. Dengue causes up to 25,000 deaths and nearly a 100 million cases worldwide per year, while the incidence of Zika has increased in recent years. Although Zika has been associated to fetal microcephaly and Guillain-Barré syndrome both it and dengue have common clinical symptoms such as severe headache, retroocular pain, muscle and join pain, nausea, vomiting, and rash. Currently, vaccines have been designed and antivirals have been identified for these diseases but there still need for more options for treatment. Our group previously obtained some fractions from medicinal plants that blocked dengue virus (DENV) infection in vitro. In the present work, we explored the possible targets by molecular docking a group of molecules contained in the plant fractions against DENV and Zika virus (ZIKV) NS3-helicase (NS3-hel) and NS3-protease (NS3-pro) structures. Finally, the best ligands were evaluated by molecular dynamic simulations. METHODS: To establish if these molecules could act as wide spectrum inhibitors, we used structures from four DENV serotypes and from ZIKV. ADFR 1.2 rc1 software was used for docking analysis; subsequently molecular dynamics analysis was carried out using AMBER20. RESULTS: Docking suggested that 3,5-dicaffeoylquinic acid (DCA01), quercetin 3-rutinoside (QNR05) and quercetin 3,7-diglucoside (QND10) can tightly bind to both NS3-hel and NS3-pro. However, after a molecular dynamics analysis, tight binding was not maintained for NS3-hel. In contrast, NS3-pro from two dengue serotypes, DENV3 and DENV4, retained both QNR05 and QND10 which converged near the catalytic site. After the molecular dynamics analysis, both ligands presented a stable trajectory over time, in contrast to DCA01. These findings allowed us to work on the design of a molecule called MOD10, using the QND10 skeleton to improve the interaction in the active site of the NS3-pro domain, which was verified through molecular dynamics simulation, turning out to be better than QNR05 and QND10, both in interaction and in the trajectory. DISCUSSION: Our results suggests that NS3-hel RNA empty binding site is not a good target for drug design as the binding site located through docking is too big. However, our results indicate that QNR05 and QND10 could block NS3-pro activity in DENV and ZIKV. In the interaction with these molecules, the sub-pocket-2 remained unoccupied in NS3-pro, leaving opportunity for improvement and drug design using the quercetin scaffold. The analysis of the NS3-pro in complex with MOD10 show a molecule that exerts contact with sub-pockets S1, S1’, S2 and S3, increasing its affinity and apparent stability on NS3-pro.
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spelling pubmed-93573712022-08-08 In silico testing of flavonoids as potential inhibitors of protease and helicase domains of dengue and Zika viruses Cruz-Arreola, Omar Orduña-Diaz, Abdu Domínguez, Fabiola Reyes-Leyva, Julio Vallejo-Ruiz, Verónica Domínguez-Ramírez, Lenin Santos-López, Gerardo PeerJ Bioinformatics BACKGROUND: Dengue and Zika are two major vector-borne diseases. Dengue causes up to 25,000 deaths and nearly a 100 million cases worldwide per year, while the incidence of Zika has increased in recent years. Although Zika has been associated to fetal microcephaly and Guillain-Barré syndrome both it and dengue have common clinical symptoms such as severe headache, retroocular pain, muscle and join pain, nausea, vomiting, and rash. Currently, vaccines have been designed and antivirals have been identified for these diseases but there still need for more options for treatment. Our group previously obtained some fractions from medicinal plants that blocked dengue virus (DENV) infection in vitro. In the present work, we explored the possible targets by molecular docking a group of molecules contained in the plant fractions against DENV and Zika virus (ZIKV) NS3-helicase (NS3-hel) and NS3-protease (NS3-pro) structures. Finally, the best ligands were evaluated by molecular dynamic simulations. METHODS: To establish if these molecules could act as wide spectrum inhibitors, we used structures from four DENV serotypes and from ZIKV. ADFR 1.2 rc1 software was used for docking analysis; subsequently molecular dynamics analysis was carried out using AMBER20. RESULTS: Docking suggested that 3,5-dicaffeoylquinic acid (DCA01), quercetin 3-rutinoside (QNR05) and quercetin 3,7-diglucoside (QND10) can tightly bind to both NS3-hel and NS3-pro. However, after a molecular dynamics analysis, tight binding was not maintained for NS3-hel. In contrast, NS3-pro from two dengue serotypes, DENV3 and DENV4, retained both QNR05 and QND10 which converged near the catalytic site. After the molecular dynamics analysis, both ligands presented a stable trajectory over time, in contrast to DCA01. These findings allowed us to work on the design of a molecule called MOD10, using the QND10 skeleton to improve the interaction in the active site of the NS3-pro domain, which was verified through molecular dynamics simulation, turning out to be better than QNR05 and QND10, both in interaction and in the trajectory. DISCUSSION: Our results suggests that NS3-hel RNA empty binding site is not a good target for drug design as the binding site located through docking is too big. However, our results indicate that QNR05 and QND10 could block NS3-pro activity in DENV and ZIKV. In the interaction with these molecules, the sub-pocket-2 remained unoccupied in NS3-pro, leaving opportunity for improvement and drug design using the quercetin scaffold. The analysis of the NS3-pro in complex with MOD10 show a molecule that exerts contact with sub-pockets S1, S1’, S2 and S3, increasing its affinity and apparent stability on NS3-pro. PeerJ Inc. 2022-08-04 /pmc/articles/PMC9357371/ /pubmed/35945938 http://dx.doi.org/10.7717/peerj.13650 Text en ©2022 Cruz-Arreola et al. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, reproduction and adaptation in any medium and for any purpose provided that it is properly attributed. For attribution, the original author(s), title, publication source (PeerJ) and either DOI or URL of the article must be cited.
spellingShingle Bioinformatics
Cruz-Arreola, Omar
Orduña-Diaz, Abdu
Domínguez, Fabiola
Reyes-Leyva, Julio
Vallejo-Ruiz, Verónica
Domínguez-Ramírez, Lenin
Santos-López, Gerardo
In silico testing of flavonoids as potential inhibitors of protease and helicase domains of dengue and Zika viruses
title In silico testing of flavonoids as potential inhibitors of protease and helicase domains of dengue and Zika viruses
title_full In silico testing of flavonoids as potential inhibitors of protease and helicase domains of dengue and Zika viruses
title_fullStr In silico testing of flavonoids as potential inhibitors of protease and helicase domains of dengue and Zika viruses
title_full_unstemmed In silico testing of flavonoids as potential inhibitors of protease and helicase domains of dengue and Zika viruses
title_short In silico testing of flavonoids as potential inhibitors of protease and helicase domains of dengue and Zika viruses
title_sort in silico testing of flavonoids as potential inhibitors of protease and helicase domains of dengue and zika viruses
topic Bioinformatics
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9357371/
https://www.ncbi.nlm.nih.gov/pubmed/35945938
http://dx.doi.org/10.7717/peerj.13650
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