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Computational drug repurposing of Akt-1 allosteric inhibitors for non-small cell lung cancer
Non-small cell lung carcinomas (NSCLC) are the predominant form of lung malignancy and the reason for the highest number of cancer-related deaths. Widespread deregulation of Akt, a serine/threonine kinase, has been reported in NSCLC. Allosteric Akt inhibitors bind in the space separating the Pleckst...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Nature Publishing Group UK
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10188557/ https://www.ncbi.nlm.nih.gov/pubmed/37193898 http://dx.doi.org/10.1038/s41598-023-35122-7 |
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author | Baby, Krishnaprasad Maity, Swastika Mehta, Chetan Hasmukh Nayak, Usha Y. Shenoy, Gautham G. Pai, Karkala Sreedhara Ranganath Harikumar, Kuzhuvelil B. Nayak, Yogendra |
author_facet | Baby, Krishnaprasad Maity, Swastika Mehta, Chetan Hasmukh Nayak, Usha Y. Shenoy, Gautham G. Pai, Karkala Sreedhara Ranganath Harikumar, Kuzhuvelil B. Nayak, Yogendra |
author_sort | Baby, Krishnaprasad |
collection | PubMed |
description | Non-small cell lung carcinomas (NSCLC) are the predominant form of lung malignancy and the reason for the highest number of cancer-related deaths. Widespread deregulation of Akt, a serine/threonine kinase, has been reported in NSCLC. Allosteric Akt inhibitors bind in the space separating the Pleckstrin homology (PH) and catalytic domains, typically with tryptophan residue (Trp-80). This could decrease the regulatory site phosphorylation by stabilizing the PH-in conformation. Hence, in this study, a computational investigation was undertaken to identify allosteric Akt-1 inhibitors from FDA-approved drugs. The molecules were docked at standard precision (SP) and extra-precision (XP), followed by Prime molecular mechanics—generalized Born surface area (MM-GBSA), and molecular dynamics (MD) simulations on selected hits. Post XP-docking, fourteen best hits were identified from a library of 2115 optimized FDA-approved compounds, demonstrating several beneficial interactions such as pi–pi stacking, pi-cation, direct, and water-bridged hydrogen bonds with the crucial residues (Trp-80 and Tyr-272) and several amino acid residues in the allosteric ligand-binding pocket of Akt-1. Subsequent MD simulations to verify the stability of chosen drugs to the Akt-1 allosteric site showed valganciclovir, dasatinib, indacaterol, and novobiocin to have high stability. Further, predictions for possible biological interactions were performed using computational tools such as ProTox-II, CLC-Pred, and PASSOnline. The shortlisted drugs open a new class of allosteric Akt-1 inhibitors for the therapy of NSCLC. |
format | Online Article Text |
id | pubmed-10188557 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-101885572023-05-18 Computational drug repurposing of Akt-1 allosteric inhibitors for non-small cell lung cancer Baby, Krishnaprasad Maity, Swastika Mehta, Chetan Hasmukh Nayak, Usha Y. Shenoy, Gautham G. Pai, Karkala Sreedhara Ranganath Harikumar, Kuzhuvelil B. Nayak, Yogendra Sci Rep Article Non-small cell lung carcinomas (NSCLC) are the predominant form of lung malignancy and the reason for the highest number of cancer-related deaths. Widespread deregulation of Akt, a serine/threonine kinase, has been reported in NSCLC. Allosteric Akt inhibitors bind in the space separating the Pleckstrin homology (PH) and catalytic domains, typically with tryptophan residue (Trp-80). This could decrease the regulatory site phosphorylation by stabilizing the PH-in conformation. Hence, in this study, a computational investigation was undertaken to identify allosteric Akt-1 inhibitors from FDA-approved drugs. The molecules were docked at standard precision (SP) and extra-precision (XP), followed by Prime molecular mechanics—generalized Born surface area (MM-GBSA), and molecular dynamics (MD) simulations on selected hits. Post XP-docking, fourteen best hits were identified from a library of 2115 optimized FDA-approved compounds, demonstrating several beneficial interactions such as pi–pi stacking, pi-cation, direct, and water-bridged hydrogen bonds with the crucial residues (Trp-80 and Tyr-272) and several amino acid residues in the allosteric ligand-binding pocket of Akt-1. Subsequent MD simulations to verify the stability of chosen drugs to the Akt-1 allosteric site showed valganciclovir, dasatinib, indacaterol, and novobiocin to have high stability. Further, predictions for possible biological interactions were performed using computational tools such as ProTox-II, CLC-Pred, and PASSOnline. The shortlisted drugs open a new class of allosteric Akt-1 inhibitors for the therapy of NSCLC. Nature Publishing Group UK 2023-05-16 /pmc/articles/PMC10188557/ /pubmed/37193898 http://dx.doi.org/10.1038/s41598-023-35122-7 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Baby, Krishnaprasad Maity, Swastika Mehta, Chetan Hasmukh Nayak, Usha Y. Shenoy, Gautham G. Pai, Karkala Sreedhara Ranganath Harikumar, Kuzhuvelil B. Nayak, Yogendra Computational drug repurposing of Akt-1 allosteric inhibitors for non-small cell lung cancer |
title | Computational drug repurposing of Akt-1 allosteric inhibitors for non-small cell lung cancer |
title_full | Computational drug repurposing of Akt-1 allosteric inhibitors for non-small cell lung cancer |
title_fullStr | Computational drug repurposing of Akt-1 allosteric inhibitors for non-small cell lung cancer |
title_full_unstemmed | Computational drug repurposing of Akt-1 allosteric inhibitors for non-small cell lung cancer |
title_short | Computational drug repurposing of Akt-1 allosteric inhibitors for non-small cell lung cancer |
title_sort | computational drug repurposing of akt-1 allosteric inhibitors for non-small cell lung cancer |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10188557/ https://www.ncbi.nlm.nih.gov/pubmed/37193898 http://dx.doi.org/10.1038/s41598-023-35122-7 |
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