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Flavonoids as CDK1 Inhibitors: Insights in Their Binding Orientations and Structure-Activity Relationship
In the last years, the interactions of flavonoids with protein kinases (PKs) have been described by using crystallographic experiments. Interestingly, different orientations have been found for one flavonoid inside different PKs and different chemical substitutions lead to different orientations of...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4982677/ https://www.ncbi.nlm.nih.gov/pubmed/27517610 http://dx.doi.org/10.1371/journal.pone.0161111 |
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author | Navarro-Retamal, Carlos Caballero, Julio |
author_facet | Navarro-Retamal, Carlos Caballero, Julio |
author_sort | Navarro-Retamal, Carlos |
collection | PubMed |
description | In the last years, the interactions of flavonoids with protein kinases (PKs) have been described by using crystallographic experiments. Interestingly, different orientations have been found for one flavonoid inside different PKs and different chemical substitutions lead to different orientations of the flavonoid scaffold inside one PK. Accordingly, orientation predictions of novel analogues could help to the design of flavonoids with high PK inhibitory activities. With this in mind, we studied the binding modes of 37 flavonoids (flavones and chalcones) inside the cyclin-dependent PK CDK1 using docking experiments. We found that the compounds under study adopted two different orientations into the active site of CDK1 (orientations I and II in the manuscript). In addition, quantitative structure–activity relationship (QSAR) models using CoMFA and CoMSIA methodologies were constructed to explain the trend of the CDK1 inhibitory activities for the studied flavonoids. Template-based and docking-based alignments were used. Models developed starting from docking-based alignment were applied for describing the whole dataset and compounds with orientation I. Adequate R(2) and Q(2) values were obtained by each method; interestingly, only hydrophobic and hydrogen bond donor fields describe the differential potency of the flavonoids as CDK1 inhibitors for both defined alignments and subsets. Our current application of docking and QSAR together reveals important elements to be drawn for the design of novel flavonoids with increased PK inhibitory activities. |
format | Online Article Text |
id | pubmed-4982677 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-49826772016-08-29 Flavonoids as CDK1 Inhibitors: Insights in Their Binding Orientations and Structure-Activity Relationship Navarro-Retamal, Carlos Caballero, Julio PLoS One Research Article In the last years, the interactions of flavonoids with protein kinases (PKs) have been described by using crystallographic experiments. Interestingly, different orientations have been found for one flavonoid inside different PKs and different chemical substitutions lead to different orientations of the flavonoid scaffold inside one PK. Accordingly, orientation predictions of novel analogues could help to the design of flavonoids with high PK inhibitory activities. With this in mind, we studied the binding modes of 37 flavonoids (flavones and chalcones) inside the cyclin-dependent PK CDK1 using docking experiments. We found that the compounds under study adopted two different orientations into the active site of CDK1 (orientations I and II in the manuscript). In addition, quantitative structure–activity relationship (QSAR) models using CoMFA and CoMSIA methodologies were constructed to explain the trend of the CDK1 inhibitory activities for the studied flavonoids. Template-based and docking-based alignments were used. Models developed starting from docking-based alignment were applied for describing the whole dataset and compounds with orientation I. Adequate R(2) and Q(2) values were obtained by each method; interestingly, only hydrophobic and hydrogen bond donor fields describe the differential potency of the flavonoids as CDK1 inhibitors for both defined alignments and subsets. Our current application of docking and QSAR together reveals important elements to be drawn for the design of novel flavonoids with increased PK inhibitory activities. Public Library of Science 2016-08-12 /pmc/articles/PMC4982677/ /pubmed/27517610 http://dx.doi.org/10.1371/journal.pone.0161111 Text en © 2016 Navarro-Retamal, Caballero http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://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 Navarro-Retamal, Carlos Caballero, Julio Flavonoids as CDK1 Inhibitors: Insights in Their Binding Orientations and Structure-Activity Relationship |
title | Flavonoids as CDK1 Inhibitors: Insights in Their Binding Orientations and Structure-Activity Relationship |
title_full | Flavonoids as CDK1 Inhibitors: Insights in Their Binding Orientations and Structure-Activity Relationship |
title_fullStr | Flavonoids as CDK1 Inhibitors: Insights in Their Binding Orientations and Structure-Activity Relationship |
title_full_unstemmed | Flavonoids as CDK1 Inhibitors: Insights in Their Binding Orientations and Structure-Activity Relationship |
title_short | Flavonoids as CDK1 Inhibitors: Insights in Their Binding Orientations and Structure-Activity Relationship |
title_sort | flavonoids as cdk1 inhibitors: insights in their binding orientations and structure-activity relationship |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4982677/ https://www.ncbi.nlm.nih.gov/pubmed/27517610 http://dx.doi.org/10.1371/journal.pone.0161111 |
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