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Implications from a Network-Based Topological Analysis of Ubiquitin Unfolding Simulations
BACKGROUND: The architectural organization of protein structures has been the focus of intense research since it can hopefully lead to an understanding of how proteins fold. In earlier works we had attempted to identify the inherent structural organization in proteins through a study of protein topo...
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Formato: | Texto |
Lenguaje: | English |
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Public Library of Science
2008
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2364640/ https://www.ncbi.nlm.nih.gov/pubmed/18478068 http://dx.doi.org/10.1371/journal.pone.0002149 |
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author | Krishnan, Arun Giuliani, Alessandro Zbilut, Joseph P. Tomita, Masaru |
author_facet | Krishnan, Arun Giuliani, Alessandro Zbilut, Joseph P. Tomita, Masaru |
author_sort | Krishnan, Arun |
collection | PubMed |
description | BACKGROUND: The architectural organization of protein structures has been the focus of intense research since it can hopefully lead to an understanding of how proteins fold. In earlier works we had attempted to identify the inherent structural organization in proteins through a study of protein topology. We obtained a modular partitioning of protein structures with the modules correlating well with experimental evidence of early folding units or “foldons”. Residues that connect different modules were shown to be those that were protected during the transition phase of folding. METHODOLOGY/PRINCIPAL FINDINGS: In this work, we follow the topological path of ubiquitin through molecular dynamics unfolding simulations. We observed that the use of recurrence quantification analysis (RQA) could lead to the identification of the transition state during unfolding. Additionally, our earlier contention that the modules uncovered through our graph partitioning approach correlated well with early folding units was vindicated through our simulations. Moreover, residues identified from native structure as connector hubs and which had been shown to be those that were protected during the transition phase of folding were indeed more stable (less flexible) well beyond the transition state. Further analysis of the topological pathway suggests that the all pairs shortest path in a protein is minimized during folding. CONCLUSIONS: We observed that treating a protein native structure as a network by having amino acid residues as nodes and the non-covalent interactions among them as links allows for the rationalization of many aspects of the folding process. The possibility to derive this information directly from 3D structure opens the way to the prediction of important residues in proteins, while the confirmation of the minimization of APSP for folding allows for the establishment of a potentially useful proxy for kinetic optimality in the validation of sequence-structure predictions. |
format | Text |
id | pubmed-2364640 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2008 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-23646402008-05-14 Implications from a Network-Based Topological Analysis of Ubiquitin Unfolding Simulations Krishnan, Arun Giuliani, Alessandro Zbilut, Joseph P. Tomita, Masaru PLoS One Research Article BACKGROUND: The architectural organization of protein structures has been the focus of intense research since it can hopefully lead to an understanding of how proteins fold. In earlier works we had attempted to identify the inherent structural organization in proteins through a study of protein topology. We obtained a modular partitioning of protein structures with the modules correlating well with experimental evidence of early folding units or “foldons”. Residues that connect different modules were shown to be those that were protected during the transition phase of folding. METHODOLOGY/PRINCIPAL FINDINGS: In this work, we follow the topological path of ubiquitin through molecular dynamics unfolding simulations. We observed that the use of recurrence quantification analysis (RQA) could lead to the identification of the transition state during unfolding. Additionally, our earlier contention that the modules uncovered through our graph partitioning approach correlated well with early folding units was vindicated through our simulations. Moreover, residues identified from native structure as connector hubs and which had been shown to be those that were protected during the transition phase of folding were indeed more stable (less flexible) well beyond the transition state. Further analysis of the topological pathway suggests that the all pairs shortest path in a protein is minimized during folding. CONCLUSIONS: We observed that treating a protein native structure as a network by having amino acid residues as nodes and the non-covalent interactions among them as links allows for the rationalization of many aspects of the folding process. The possibility to derive this information directly from 3D structure opens the way to the prediction of important residues in proteins, while the confirmation of the minimization of APSP for folding allows for the establishment of a potentially useful proxy for kinetic optimality in the validation of sequence-structure predictions. Public Library of Science 2008-05-14 /pmc/articles/PMC2364640/ /pubmed/18478068 http://dx.doi.org/10.1371/journal.pone.0002149 Text en Krishnan 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 Krishnan, Arun Giuliani, Alessandro Zbilut, Joseph P. Tomita, Masaru Implications from a Network-Based Topological Analysis of Ubiquitin Unfolding Simulations |
title | Implications from a Network-Based Topological Analysis of Ubiquitin Unfolding Simulations |
title_full | Implications from a Network-Based Topological Analysis of Ubiquitin Unfolding Simulations |
title_fullStr | Implications from a Network-Based Topological Analysis of Ubiquitin Unfolding Simulations |
title_full_unstemmed | Implications from a Network-Based Topological Analysis of Ubiquitin Unfolding Simulations |
title_short | Implications from a Network-Based Topological Analysis of Ubiquitin Unfolding Simulations |
title_sort | implications from a network-based topological analysis of ubiquitin unfolding simulations |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2364640/ https://www.ncbi.nlm.nih.gov/pubmed/18478068 http://dx.doi.org/10.1371/journal.pone.0002149 |
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