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Investigating the Conformational Ensembles of Intrinsically Disordered Proteins with a Simple Physics-Based Model
[Image: see text] Intrinsically disordered proteins (IDPs) play an important role in an array of biological processes but present a number of fundamental challenges for computational modeling. Recently, simple polymer models have regained popularity for interpreting the experimental characterization...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
American Chemical
Society
2020
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7246978/ https://www.ncbi.nlm.nih.gov/pubmed/32345021 http://dx.doi.org/10.1021/acs.jpcb.0c01949 |
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author | Zhao, Yani Cortes-Huerto, Robinson Kremer, Kurt Rudzinski, Joseph F. |
author_facet | Zhao, Yani Cortes-Huerto, Robinson Kremer, Kurt Rudzinski, Joseph F. |
author_sort | Zhao, Yani |
collection | PubMed |
description | [Image: see text] Intrinsically disordered proteins (IDPs) play an important role in an array of biological processes but present a number of fundamental challenges for computational modeling. Recently, simple polymer models have regained popularity for interpreting the experimental characterization of IDPs. Homopolymer theory provides a strong foundation for understanding generic features of phenomena ranging from single-chain conformational dynamics to the properties of entangled polymer melts, but is difficult to extend to the copolymer context. This challenge is magnified for proteins due to the variety of competing interactions and large deviations in side-chain properties. In this work, we apply a simple physics-based coarse-grained model for describing largely disordered conformational ensembles of peptides, based on the premise that sampling sterically forbidden conformations can compromise the faithful description of both static and dynamical properties. The Hamiltonian of the employed model can be easily adjusted to investigate the impact of distinct interactions and sequence specificity on the randomness of the resulting conformational ensemble. In particular, starting with a bead–spring-like model and then adding more detailed interactions one by one, we construct a hierarchical set of models and perform a detailed comparison of their properties. Our analysis clarifies the role of generic attractions, electrostatics, and side-chain sterics, while providing a foundation for developing efficient models for IDPs that retain an accurate description of the hierarchy of conformational dynamics, which is nontrivially influenced by interactions with surrounding proteins and solvent molecules. |
format | Online Article Text |
id | pubmed-7246978 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | American Chemical
Society |
record_format | MEDLINE/PubMed |
spelling | pubmed-72469782020-05-26 Investigating the Conformational Ensembles of Intrinsically Disordered Proteins with a Simple Physics-Based Model Zhao, Yani Cortes-Huerto, Robinson Kremer, Kurt Rudzinski, Joseph F. J Phys Chem B [Image: see text] Intrinsically disordered proteins (IDPs) play an important role in an array of biological processes but present a number of fundamental challenges for computational modeling. Recently, simple polymer models have regained popularity for interpreting the experimental characterization of IDPs. Homopolymer theory provides a strong foundation for understanding generic features of phenomena ranging from single-chain conformational dynamics to the properties of entangled polymer melts, but is difficult to extend to the copolymer context. This challenge is magnified for proteins due to the variety of competing interactions and large deviations in side-chain properties. In this work, we apply a simple physics-based coarse-grained model for describing largely disordered conformational ensembles of peptides, based on the premise that sampling sterically forbidden conformations can compromise the faithful description of both static and dynamical properties. The Hamiltonian of the employed model can be easily adjusted to investigate the impact of distinct interactions and sequence specificity on the randomness of the resulting conformational ensemble. In particular, starting with a bead–spring-like model and then adding more detailed interactions one by one, we construct a hierarchical set of models and perform a detailed comparison of their properties. Our analysis clarifies the role of generic attractions, electrostatics, and side-chain sterics, while providing a foundation for developing efficient models for IDPs that retain an accurate description of the hierarchy of conformational dynamics, which is nontrivially influenced by interactions with surrounding proteins and solvent molecules. American Chemical Society 2020-04-28 2020-05-21 /pmc/articles/PMC7246978/ /pubmed/32345021 http://dx.doi.org/10.1021/acs.jpcb.0c01949 Text en Copyright © 2020 American Chemical Society This is an open access article published under a Creative Commons Attribution (CC-BY) License (http://pubs.acs.org/page/policy/authorchoice_ccby_termsofuse.html) , which permits unrestricted use, distribution and reproduction in any medium, provided the author and source are cited. |
spellingShingle | Zhao, Yani Cortes-Huerto, Robinson Kremer, Kurt Rudzinski, Joseph F. Investigating the Conformational Ensembles of Intrinsically Disordered Proteins with a Simple Physics-Based Model |
title | Investigating the Conformational
Ensembles of Intrinsically Disordered
Proteins with a Simple Physics-Based Model |
title_full | Investigating the Conformational
Ensembles of Intrinsically Disordered
Proteins with a Simple Physics-Based Model |
title_fullStr | Investigating the Conformational
Ensembles of Intrinsically Disordered
Proteins with a Simple Physics-Based Model |
title_full_unstemmed | Investigating the Conformational
Ensembles of Intrinsically Disordered
Proteins with a Simple Physics-Based Model |
title_short | Investigating the Conformational
Ensembles of Intrinsically Disordered
Proteins with a Simple Physics-Based Model |
title_sort | investigating the conformational
ensembles of intrinsically disordered
proteins with a simple physics-based model |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7246978/ https://www.ncbi.nlm.nih.gov/pubmed/32345021 http://dx.doi.org/10.1021/acs.jpcb.0c01949 |
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