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Protein-protein binding selectivity and network topology constrain global and local properties of interface binding networks
Protein-protein interactions networks (PPINs) are known to share a highly conserved structure across all organisms. What is poorly understood, however, is the structure of the child interface interaction networks (IINs), which map the binding sites proteins use for each interaction. In this study we...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5514078/ https://www.ncbi.nlm.nih.gov/pubmed/28717235 http://dx.doi.org/10.1038/s41598-017-05686-2 |
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author | Holland, David O. Shapiro, Benjamin H. Xue, Pei Johnson, Margaret E. |
author_facet | Holland, David O. Shapiro, Benjamin H. Xue, Pei Johnson, Margaret E. |
author_sort | Holland, David O. |
collection | PubMed |
description | Protein-protein interactions networks (PPINs) are known to share a highly conserved structure across all organisms. What is poorly understood, however, is the structure of the child interface interaction networks (IINs), which map the binding sites proteins use for each interaction. In this study we analyze four independently constructed IINs from yeast and humans and find a conserved structure of these networks with a unique topology distinct from the parent PPIN. Using an IIN sampling algorithm and a fitness function trained on the manually curated PPINs, we show that IIN topology can be mostly explained as a balance between limits on interface diversity and a need for physico-chemical binding complementarity. This complementarity must be optimized both for functional interactions and against mis-interactions, and this selectivity is encoded in the IIN motifs. To test whether the parent PPIN shapes IINs, we compared optimal IINs in biological PPINs versus random PPINs. We found that the hubs in biological networks allow for selective binding with minimal interfaces, suggesting that binding specificity is an additional pressure for a scale-free-like PPIN. We confirm through phylogenetic analysis that hub interfaces are strongly conserved and rewiring of interactions between proteins involved in endocytosis preserves interface binding selectivity. |
format | Online Article Text |
id | pubmed-5514078 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-55140782017-07-19 Protein-protein binding selectivity and network topology constrain global and local properties of interface binding networks Holland, David O. Shapiro, Benjamin H. Xue, Pei Johnson, Margaret E. Sci Rep Article Protein-protein interactions networks (PPINs) are known to share a highly conserved structure across all organisms. What is poorly understood, however, is the structure of the child interface interaction networks (IINs), which map the binding sites proteins use for each interaction. In this study we analyze four independently constructed IINs from yeast and humans and find a conserved structure of these networks with a unique topology distinct from the parent PPIN. Using an IIN sampling algorithm and a fitness function trained on the manually curated PPINs, we show that IIN topology can be mostly explained as a balance between limits on interface diversity and a need for physico-chemical binding complementarity. This complementarity must be optimized both for functional interactions and against mis-interactions, and this selectivity is encoded in the IIN motifs. To test whether the parent PPIN shapes IINs, we compared optimal IINs in biological PPINs versus random PPINs. We found that the hubs in biological networks allow for selective binding with minimal interfaces, suggesting that binding specificity is an additional pressure for a scale-free-like PPIN. We confirm through phylogenetic analysis that hub interfaces are strongly conserved and rewiring of interactions between proteins involved in endocytosis preserves interface binding selectivity. Nature Publishing Group UK 2017-07-17 /pmc/articles/PMC5514078/ /pubmed/28717235 http://dx.doi.org/10.1038/s41598-017-05686-2 Text en © The Author(s) 2017 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Holland, David O. Shapiro, Benjamin H. Xue, Pei Johnson, Margaret E. Protein-protein binding selectivity and network topology constrain global and local properties of interface binding networks |
title | Protein-protein binding selectivity and network topology constrain global and local properties of interface binding networks |
title_full | Protein-protein binding selectivity and network topology constrain global and local properties of interface binding networks |
title_fullStr | Protein-protein binding selectivity and network topology constrain global and local properties of interface binding networks |
title_full_unstemmed | Protein-protein binding selectivity and network topology constrain global and local properties of interface binding networks |
title_short | Protein-protein binding selectivity and network topology constrain global and local properties of interface binding networks |
title_sort | protein-protein binding selectivity and network topology constrain global and local properties of interface binding networks |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5514078/ https://www.ncbi.nlm.nih.gov/pubmed/28717235 http://dx.doi.org/10.1038/s41598-017-05686-2 |
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