Cargando…
Structure-Based Druggability Assessment of the Mammalian Structural Proteome with Inclusion of Light Protein Flexibility
Advances reported over the last few years and the increasing availability of protein crystal structure data have greatly improved structure-based druggability approaches. However, in practice, nearly all druggability estimation methods are applied to protein crystal structures as rigid proteins, wit...
Autores principales: | , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2014
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4117425/ https://www.ncbi.nlm.nih.gov/pubmed/25079060 http://dx.doi.org/10.1371/journal.pcbi.1003741 |
_version_ | 1782328692237664256 |
---|---|
author | Loving, Kathryn A. Lin, Andy Cheng, Alan C. |
author_facet | Loving, Kathryn A. Lin, Andy Cheng, Alan C. |
author_sort | Loving, Kathryn A. |
collection | PubMed |
description | Advances reported over the last few years and the increasing availability of protein crystal structure data have greatly improved structure-based druggability approaches. However, in practice, nearly all druggability estimation methods are applied to protein crystal structures as rigid proteins, with protein flexibility often not directly addressed. The inclusion of protein flexibility is important in correctly identifying the druggability of pockets that would be missed by methods based solely on the rigid crystal structure. These include cryptic pockets and flexible pockets often found at protein-protein interaction interfaces. Here, we apply an approach that uses protein modeling in concert with druggability estimation to account for light protein backbone movement and protein side-chain flexibility in protein binding sites. We assess the advantages and limitations of this approach on widely-used protein druggability sets. Applying the approach to all mammalian protein crystal structures in the PDB results in identification of 69 proteins with potential druggable cryptic pockets. |
format | Online Article Text |
id | pubmed-4117425 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2014 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-41174252014-08-04 Structure-Based Druggability Assessment of the Mammalian Structural Proteome with Inclusion of Light Protein Flexibility Loving, Kathryn A. Lin, Andy Cheng, Alan C. PLoS Comput Biol Research Article Advances reported over the last few years and the increasing availability of protein crystal structure data have greatly improved structure-based druggability approaches. However, in practice, nearly all druggability estimation methods are applied to protein crystal structures as rigid proteins, with protein flexibility often not directly addressed. The inclusion of protein flexibility is important in correctly identifying the druggability of pockets that would be missed by methods based solely on the rigid crystal structure. These include cryptic pockets and flexible pockets often found at protein-protein interaction interfaces. Here, we apply an approach that uses protein modeling in concert with druggability estimation to account for light protein backbone movement and protein side-chain flexibility in protein binding sites. We assess the advantages and limitations of this approach on widely-used protein druggability sets. Applying the approach to all mammalian protein crystal structures in the PDB results in identification of 69 proteins with potential druggable cryptic pockets. Public Library of Science 2014-07-31 /pmc/articles/PMC4117425/ /pubmed/25079060 http://dx.doi.org/10.1371/journal.pcbi.1003741 Text en © 2014 Loving et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited. |
spellingShingle | Research Article Loving, Kathryn A. Lin, Andy Cheng, Alan C. Structure-Based Druggability Assessment of the Mammalian Structural Proteome with Inclusion of Light Protein Flexibility |
title | Structure-Based Druggability Assessment of the Mammalian Structural Proteome with Inclusion of Light Protein Flexibility |
title_full | Structure-Based Druggability Assessment of the Mammalian Structural Proteome with Inclusion of Light Protein Flexibility |
title_fullStr | Structure-Based Druggability Assessment of the Mammalian Structural Proteome with Inclusion of Light Protein Flexibility |
title_full_unstemmed | Structure-Based Druggability Assessment of the Mammalian Structural Proteome with Inclusion of Light Protein Flexibility |
title_short | Structure-Based Druggability Assessment of the Mammalian Structural Proteome with Inclusion of Light Protein Flexibility |
title_sort | structure-based druggability assessment of the mammalian structural proteome with inclusion of light protein flexibility |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4117425/ https://www.ncbi.nlm.nih.gov/pubmed/25079060 http://dx.doi.org/10.1371/journal.pcbi.1003741 |
work_keys_str_mv | AT lovingkathryna structurebaseddruggabilityassessmentofthemammalianstructuralproteomewithinclusionoflightproteinflexibility AT linandy structurebaseddruggabilityassessmentofthemammalianstructuralproteomewithinclusionoflightproteinflexibility AT chengalanc structurebaseddruggabilityassessmentofthemammalianstructuralproteomewithinclusionoflightproteinflexibility |