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Modularity in the evolution of yeast protein interaction network
Protein interaction networks are known to exhibit remarkable structures: scale-free and small-world and modular structures. To explain the evolutionary processes of protein interaction networks possessing scale-free and small-world structures, preferential attachment and duplication-divergence model...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Biomedical Informatics
2015
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4403033/ https://www.ncbi.nlm.nih.gov/pubmed/25914446 http://dx.doi.org/10.6026/97320630011127 |
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author | Ogishima, Soichi Tanaka, Hiroshi Nakaya, Jun |
author_facet | Ogishima, Soichi Tanaka, Hiroshi Nakaya, Jun |
author_sort | Ogishima, Soichi |
collection | PubMed |
description | Protein interaction networks are known to exhibit remarkable structures: scale-free and small-world and modular structures. To explain the evolutionary processes of protein interaction networks possessing scale-free and small-world structures, preferential attachment and duplication-divergence models have been proposed as mathematical models. Protein interaction networks are also known to exhibit another remarkable structural characteristic, modular structure. How the protein interaction networks became to exhibit modularity in their evolution? Here, we propose a hypothesis of modularity in the evolution of yeast protein interaction network based on molecular evolutionary evidence. We assigned yeast proteins into six evolutionary ages by constructing a phylogenetic profile. We found that all the almost half of hub proteins are evolutionarily new. Examining the evolutionary processes of protein complexes, functional modules and topological modules, we also found that member proteins of these modules tend to appear in one or two evolutionary ages. Moreover, proteins in protein complexes and topological modules show significantly low evolutionary rates than those not in these modules. Our results suggest a hypothesis of modularity in the evolution of yeast protein interaction network as systems evolution. |
format | Online Article Text |
id | pubmed-4403033 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | Biomedical Informatics |
record_format | MEDLINE/PubMed |
spelling | pubmed-44030332015-04-24 Modularity in the evolution of yeast protein interaction network Ogishima, Soichi Tanaka, Hiroshi Nakaya, Jun Bioinformation Hypothesis Protein interaction networks are known to exhibit remarkable structures: scale-free and small-world and modular structures. To explain the evolutionary processes of protein interaction networks possessing scale-free and small-world structures, preferential attachment and duplication-divergence models have been proposed as mathematical models. Protein interaction networks are also known to exhibit another remarkable structural characteristic, modular structure. How the protein interaction networks became to exhibit modularity in their evolution? Here, we propose a hypothesis of modularity in the evolution of yeast protein interaction network based on molecular evolutionary evidence. We assigned yeast proteins into six evolutionary ages by constructing a phylogenetic profile. We found that all the almost half of hub proteins are evolutionarily new. Examining the evolutionary processes of protein complexes, functional modules and topological modules, we also found that member proteins of these modules tend to appear in one or two evolutionary ages. Moreover, proteins in protein complexes and topological modules show significantly low evolutionary rates than those not in these modules. Our results suggest a hypothesis of modularity in the evolution of yeast protein interaction network as systems evolution. Biomedical Informatics 2015-03-31 /pmc/articles/PMC4403033/ /pubmed/25914446 http://dx.doi.org/10.6026/97320630011127 Text en © 2015 Biomedical Informatics This is an open-access article, which permits unrestricted use, distribution, and reproduction in any medium, for non-commercial purposes, provided the original author and source are credited. |
spellingShingle | Hypothesis Ogishima, Soichi Tanaka, Hiroshi Nakaya, Jun Modularity in the evolution of yeast protein interaction network |
title | Modularity in the evolution of yeast protein interaction network |
title_full | Modularity in the evolution of yeast protein interaction network |
title_fullStr | Modularity in the evolution of yeast protein interaction network |
title_full_unstemmed | Modularity in the evolution of yeast protein interaction network |
title_short | Modularity in the evolution of yeast protein interaction network |
title_sort | modularity in the evolution of yeast protein interaction network |
topic | Hypothesis |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4403033/ https://www.ncbi.nlm.nih.gov/pubmed/25914446 http://dx.doi.org/10.6026/97320630011127 |
work_keys_str_mv | AT ogishimasoichi modularityintheevolutionofyeastproteininteractionnetwork AT tanakahiroshi modularityintheevolutionofyeastproteininteractionnetwork AT nakayajun modularityintheevolutionofyeastproteininteractionnetwork |