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Marine-Derived Compounds for CDK5 Inhibition in Cancer: Integrating Multi-Stage Virtual Screening, MM/GBSA Analysis and Molecular Dynamics Investigations
Cyclin-dependent kinase 5 (CDK5) plays a crucial role in various biological processes, including immune response, insulin secretion regulation, apoptosis, DNA (deoxyribonucleic acid) damage response, epithelial−mesenchymal transition (EMT), cell migration and invasion, angiogenesis, and myogenesis....
Autores principales: | , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10608970/ https://www.ncbi.nlm.nih.gov/pubmed/37887415 http://dx.doi.org/10.3390/metabo13101090 |
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author | Shoaib, Tagyedeen H. Almogaddam, Mohammed A. Andijani, Yusra Saleh Saib, Samaher Ahmad Almaghrabi, Najwa Mahmoud Elyas, Abdulaziz Fahad Azzouni, Rahmah Yasin Awad, Ehda Ahmad Mohamed, Shaimaa G. A. Mohamed, Gamal A. Ibrahim, Sabrin R. M. Hussein, Hazem G. A. Osman, Wadah Ashour, Ahmed Sherif, Asmaa E. Alzain, Abdulrahim A. |
author_facet | Shoaib, Tagyedeen H. Almogaddam, Mohammed A. Andijani, Yusra Saleh Saib, Samaher Ahmad Almaghrabi, Najwa Mahmoud Elyas, Abdulaziz Fahad Azzouni, Rahmah Yasin Awad, Ehda Ahmad Mohamed, Shaimaa G. A. Mohamed, Gamal A. Ibrahim, Sabrin R. M. Hussein, Hazem G. A. Osman, Wadah Ashour, Ahmed Sherif, Asmaa E. Alzain, Abdulrahim A. |
author_sort | Shoaib, Tagyedeen H. |
collection | PubMed |
description | Cyclin-dependent kinase 5 (CDK5) plays a crucial role in various biological processes, including immune response, insulin secretion regulation, apoptosis, DNA (deoxyribonucleic acid) damage response, epithelial−mesenchymal transition (EMT), cell migration and invasion, angiogenesis, and myogenesis. Overactivation of CDK5 is associated with the initiation and progression of cancer. Inhibiting CDK5 has shown potential in suppressing cancer development. Despite advancements in CDK5-targeted inhibitor research, the range of compounds available for clinical and preclinical trials remains limited. The marine environment has emerged as a prolific source of diverse natural products with noteworthy biological activities, including anti-cancer properties. In this study, we screened a library of 47,450 marine natural compounds from the comprehensive marine natural product database (CMNPD) to assess their binding affinity with CDK5. Marine compounds demonstrating superior binding affinity compared to a reference compound were identified through high-throughput virtual screening, standard precision and extra-precision Glide docking modes. Refinement of the selected molecules involved evaluating molecular mechanics–generalized born surface area (MM/GBSA) free binding energy. The three most promising compounds, (excoecariphenol B, excoecariphenol A, and zyzzyanone B), along with the reference, exhibiting favorable binding characteristics were chosen for molecular dynamics (MD) simulations for 200 nanoseconds. These compounds demonstrated interaction stability with the target during MD simulations. The marine compounds identified in this study hold potential as effective CDK5 inhibitors and warrant subsequent experimental validation. |
format | Online Article Text |
id | pubmed-10608970 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-106089702023-10-28 Marine-Derived Compounds for CDK5 Inhibition in Cancer: Integrating Multi-Stage Virtual Screening, MM/GBSA Analysis and Molecular Dynamics Investigations Shoaib, Tagyedeen H. Almogaddam, Mohammed A. Andijani, Yusra Saleh Saib, Samaher Ahmad Almaghrabi, Najwa Mahmoud Elyas, Abdulaziz Fahad Azzouni, Rahmah Yasin Awad, Ehda Ahmad Mohamed, Shaimaa G. A. Mohamed, Gamal A. Ibrahim, Sabrin R. M. Hussein, Hazem G. A. Osman, Wadah Ashour, Ahmed Sherif, Asmaa E. Alzain, Abdulrahim A. Metabolites Article Cyclin-dependent kinase 5 (CDK5) plays a crucial role in various biological processes, including immune response, insulin secretion regulation, apoptosis, DNA (deoxyribonucleic acid) damage response, epithelial−mesenchymal transition (EMT), cell migration and invasion, angiogenesis, and myogenesis. Overactivation of CDK5 is associated with the initiation and progression of cancer. Inhibiting CDK5 has shown potential in suppressing cancer development. Despite advancements in CDK5-targeted inhibitor research, the range of compounds available for clinical and preclinical trials remains limited. The marine environment has emerged as a prolific source of diverse natural products with noteworthy biological activities, including anti-cancer properties. In this study, we screened a library of 47,450 marine natural compounds from the comprehensive marine natural product database (CMNPD) to assess their binding affinity with CDK5. Marine compounds demonstrating superior binding affinity compared to a reference compound were identified through high-throughput virtual screening, standard precision and extra-precision Glide docking modes. Refinement of the selected molecules involved evaluating molecular mechanics–generalized born surface area (MM/GBSA) free binding energy. The three most promising compounds, (excoecariphenol B, excoecariphenol A, and zyzzyanone B), along with the reference, exhibiting favorable binding characteristics were chosen for molecular dynamics (MD) simulations for 200 nanoseconds. These compounds demonstrated interaction stability with the target during MD simulations. The marine compounds identified in this study hold potential as effective CDK5 inhibitors and warrant subsequent experimental validation. MDPI 2023-10-18 /pmc/articles/PMC10608970/ /pubmed/37887415 http://dx.doi.org/10.3390/metabo13101090 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Shoaib, Tagyedeen H. Almogaddam, Mohammed A. Andijani, Yusra Saleh Saib, Samaher Ahmad Almaghrabi, Najwa Mahmoud Elyas, Abdulaziz Fahad Azzouni, Rahmah Yasin Awad, Ehda Ahmad Mohamed, Shaimaa G. A. Mohamed, Gamal A. Ibrahim, Sabrin R. M. Hussein, Hazem G. A. Osman, Wadah Ashour, Ahmed Sherif, Asmaa E. Alzain, Abdulrahim A. Marine-Derived Compounds for CDK5 Inhibition in Cancer: Integrating Multi-Stage Virtual Screening, MM/GBSA Analysis and Molecular Dynamics Investigations |
title | Marine-Derived Compounds for CDK5 Inhibition in Cancer: Integrating Multi-Stage Virtual Screening, MM/GBSA Analysis and Molecular Dynamics Investigations |
title_full | Marine-Derived Compounds for CDK5 Inhibition in Cancer: Integrating Multi-Stage Virtual Screening, MM/GBSA Analysis and Molecular Dynamics Investigations |
title_fullStr | Marine-Derived Compounds for CDK5 Inhibition in Cancer: Integrating Multi-Stage Virtual Screening, MM/GBSA Analysis and Molecular Dynamics Investigations |
title_full_unstemmed | Marine-Derived Compounds for CDK5 Inhibition in Cancer: Integrating Multi-Stage Virtual Screening, MM/GBSA Analysis and Molecular Dynamics Investigations |
title_short | Marine-Derived Compounds for CDK5 Inhibition in Cancer: Integrating Multi-Stage Virtual Screening, MM/GBSA Analysis and Molecular Dynamics Investigations |
title_sort | marine-derived compounds for cdk5 inhibition in cancer: integrating multi-stage virtual screening, mm/gbsa analysis and molecular dynamics investigations |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10608970/ https://www.ncbi.nlm.nih.gov/pubmed/37887415 http://dx.doi.org/10.3390/metabo13101090 |
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