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Network pharmacology and in vitro testing of Theobroma cacao extract’s antioxidative activity and its effects on cancer cell survival

Theobroma cacao L. is a commercially important food/beverage and is used as traditional medicine worldwide against a variety of ailments. In the present study, computational biology approaches were implemented to elucidate the possible role of cocoa in cancer therapy. Bioactives of cocoa were retrie...

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Autores principales: Patil, Priyanka P., Patil, Vishal S., Khanal, Pukar, Darasaguppe, Harish R., Charla, Rajitha, Bhatkande, Arati, Patil, Basanagouda M., Roy, Subarna
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9009696/
https://www.ncbi.nlm.nih.gov/pubmed/35421091
http://dx.doi.org/10.1371/journal.pone.0259757
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author Patil, Priyanka P.
Patil, Vishal S.
Khanal, Pukar
Darasaguppe, Harish R.
Charla, Rajitha
Bhatkande, Arati
Patil, Basanagouda M.
Roy, Subarna
author_facet Patil, Priyanka P.
Patil, Vishal S.
Khanal, Pukar
Darasaguppe, Harish R.
Charla, Rajitha
Bhatkande, Arati
Patil, Basanagouda M.
Roy, Subarna
author_sort Patil, Priyanka P.
collection PubMed
description Theobroma cacao L. is a commercially important food/beverage and is used as traditional medicine worldwide against a variety of ailments. In the present study, computational biology approaches were implemented to elucidate the possible role of cocoa in cancer therapy. Bioactives of cocoa were retrieved from the PubChem database and queried for targets involved in cancer pathogenesis using BindingDB (similarity index ≥0.7). Later, the protein-protein interactions network was investigated using STRING and compound-protein via Cytoscape. In addition, intermolecular interactions were investigated via molecular docking. Also, the stability of the representative complex Hirsutrin-epidermal growth factor receptor (EGFR) complex was explored using molecular dynamics simulations. Crude extract metabolite profile was carried out by LC-MS. Further, anti-oxidant and cytotoxicity studies were performed in Chinese hamster ovary (normal) and Ehrlich ascites carcinoma (cancer) cell lines. Herein, the gene set enrichment and network analysis revealed 34 bioactives in cocoa targeting 50 proteins regulating 21 pathways involved in cancer and oxidative stress in humans. EGFR scored the highest edge count amongst 50 targets modulating 21 key pathways. Hence, it was selected as a promising anticancer target in this study. Structural refinement of EGFR was performed via all-atom molecular dynamics simulations in explicit solvent. A complex EGFR-Hirsutrin showed the least binding energy (-7.2 kcal/mol) and conserved non-bonded contacts with binding pocket residues. A stable complex formation of EGFR-Hirsutrin was observed during 100 ns MD simulation. In vitro studies corroborated antioxidant activity for cocoa extract and showed a significantly higher cytotoxic effect on cancer cells compared to normal cells. Our study virtually predicts anti-cancer activity for cocoa affected by hirsutrin inhibiting EGFR. Further wet-lab studies are needed to establish cocoa extract against cancer and oxidative stress.
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spelling pubmed-90096962022-04-15 Network pharmacology and in vitro testing of Theobroma cacao extract’s antioxidative activity and its effects on cancer cell survival Patil, Priyanka P. Patil, Vishal S. Khanal, Pukar Darasaguppe, Harish R. Charla, Rajitha Bhatkande, Arati Patil, Basanagouda M. Roy, Subarna PLoS One Research Article Theobroma cacao L. is a commercially important food/beverage and is used as traditional medicine worldwide against a variety of ailments. In the present study, computational biology approaches were implemented to elucidate the possible role of cocoa in cancer therapy. Bioactives of cocoa were retrieved from the PubChem database and queried for targets involved in cancer pathogenesis using BindingDB (similarity index ≥0.7). Later, the protein-protein interactions network was investigated using STRING and compound-protein via Cytoscape. In addition, intermolecular interactions were investigated via molecular docking. Also, the stability of the representative complex Hirsutrin-epidermal growth factor receptor (EGFR) complex was explored using molecular dynamics simulations. Crude extract metabolite profile was carried out by LC-MS. Further, anti-oxidant and cytotoxicity studies were performed in Chinese hamster ovary (normal) and Ehrlich ascites carcinoma (cancer) cell lines. Herein, the gene set enrichment and network analysis revealed 34 bioactives in cocoa targeting 50 proteins regulating 21 pathways involved in cancer and oxidative stress in humans. EGFR scored the highest edge count amongst 50 targets modulating 21 key pathways. Hence, it was selected as a promising anticancer target in this study. Structural refinement of EGFR was performed via all-atom molecular dynamics simulations in explicit solvent. A complex EGFR-Hirsutrin showed the least binding energy (-7.2 kcal/mol) and conserved non-bonded contacts with binding pocket residues. A stable complex formation of EGFR-Hirsutrin was observed during 100 ns MD simulation. In vitro studies corroborated antioxidant activity for cocoa extract and showed a significantly higher cytotoxic effect on cancer cells compared to normal cells. Our study virtually predicts anti-cancer activity for cocoa affected by hirsutrin inhibiting EGFR. Further wet-lab studies are needed to establish cocoa extract against cancer and oxidative stress. Public Library of Science 2022-04-14 /pmc/articles/PMC9009696/ /pubmed/35421091 http://dx.doi.org/10.1371/journal.pone.0259757 Text en © 2022 Patil 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, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Patil, Priyanka P.
Patil, Vishal S.
Khanal, Pukar
Darasaguppe, Harish R.
Charla, Rajitha
Bhatkande, Arati
Patil, Basanagouda M.
Roy, Subarna
Network pharmacology and in vitro testing of Theobroma cacao extract’s antioxidative activity and its effects on cancer cell survival
title Network pharmacology and in vitro testing of Theobroma cacao extract’s antioxidative activity and its effects on cancer cell survival
title_full Network pharmacology and in vitro testing of Theobroma cacao extract’s antioxidative activity and its effects on cancer cell survival
title_fullStr Network pharmacology and in vitro testing of Theobroma cacao extract’s antioxidative activity and its effects on cancer cell survival
title_full_unstemmed Network pharmacology and in vitro testing of Theobroma cacao extract’s antioxidative activity and its effects on cancer cell survival
title_short Network pharmacology and in vitro testing of Theobroma cacao extract’s antioxidative activity and its effects on cancer cell survival
title_sort network pharmacology and in vitro testing of theobroma cacao extract’s antioxidative activity and its effects on cancer cell survival
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9009696/
https://www.ncbi.nlm.nih.gov/pubmed/35421091
http://dx.doi.org/10.1371/journal.pone.0259757
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