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Protein Homology Network Families Reveal Step-Wise Diversification of Type III and Type IV Secretion Systems
From the analysis of 251 prokaryotic genomes stored in public databases, the 761,260 deduced proteins were used to reconstruct a complete set of bacterial proteic families. Using the new Overlap algorithm, we have partitioned the Protein Homology Network (PHN), where the proteins are the nodes and t...
Autores principales: | , , |
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Formato: | Texto |
Lenguaje: | English |
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Public Library of Science
2006
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1676029/ https://www.ncbi.nlm.nih.gov/pubmed/17140285 http://dx.doi.org/10.1371/journal.pcbi.0020173 |
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author | Medini, Duccio Covacci, Antonello Donati, Claudio |
author_facet | Medini, Duccio Covacci, Antonello Donati, Claudio |
author_sort | Medini, Duccio |
collection | PubMed |
description | From the analysis of 251 prokaryotic genomes stored in public databases, the 761,260 deduced proteins were used to reconstruct a complete set of bacterial proteic families. Using the new Overlap algorithm, we have partitioned the Protein Homology Network (PHN), where the proteins are the nodes and the links represent homology relationships. The algorithm identifies the densely connected regions of the PHN that define the families of homologous proteins, here called PHN-Families, recognizing the phylogenetic relationships embedded in the network. By direct comparison with a manually curated dataset, we assessed that this classification algorithm generates data of quality similar to a human expert. Then, we explored the network to identify families involved in the assembly of Type III and Type IV secretion systems (T3SS and T4SS). We noticed that, beside a core of conserved functions (eight proteins for T3SS, seven for T4SS), a variable set of accessory components is always present (one to nine for T3SS, one to five for T4SS). Each member of the core corresponds to a single PHN-Family, while accessory proteins are distributed among different pure families. The PHN-Family classification suggests that T3SS and T4SS have been assembled through a step-wise, discontinuous process, by complementing the conserved core with subgroups of nonconserved proteins. Such genetic modules, independently recruited and probably tuned on specific effectors, contribute to the functional specialization of these organelles to different microenvironments. |
format | Text |
id | pubmed-1676029 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2006 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-16760292006-12-05 Protein Homology Network Families Reveal Step-Wise Diversification of Type III and Type IV Secretion Systems Medini, Duccio Covacci, Antonello Donati, Claudio PLoS Comput Biol Research Article From the analysis of 251 prokaryotic genomes stored in public databases, the 761,260 deduced proteins were used to reconstruct a complete set of bacterial proteic families. Using the new Overlap algorithm, we have partitioned the Protein Homology Network (PHN), where the proteins are the nodes and the links represent homology relationships. The algorithm identifies the densely connected regions of the PHN that define the families of homologous proteins, here called PHN-Families, recognizing the phylogenetic relationships embedded in the network. By direct comparison with a manually curated dataset, we assessed that this classification algorithm generates data of quality similar to a human expert. Then, we explored the network to identify families involved in the assembly of Type III and Type IV secretion systems (T3SS and T4SS). We noticed that, beside a core of conserved functions (eight proteins for T3SS, seven for T4SS), a variable set of accessory components is always present (one to nine for T3SS, one to five for T4SS). Each member of the core corresponds to a single PHN-Family, while accessory proteins are distributed among different pure families. The PHN-Family classification suggests that T3SS and T4SS have been assembled through a step-wise, discontinuous process, by complementing the conserved core with subgroups of nonconserved proteins. Such genetic modules, independently recruited and probably tuned on specific effectors, contribute to the functional specialization of these organelles to different microenvironments. Public Library of Science 2006-12 2006-12-01 /pmc/articles/PMC1676029/ /pubmed/17140285 http://dx.doi.org/10.1371/journal.pcbi.0020173 Text en © 2006 Medini 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 Medini, Duccio Covacci, Antonello Donati, Claudio Protein Homology Network Families Reveal Step-Wise Diversification of Type III and Type IV Secretion Systems |
title | Protein Homology Network Families Reveal Step-Wise Diversification of Type III and Type IV Secretion Systems |
title_full | Protein Homology Network Families Reveal Step-Wise Diversification of Type III and Type IV Secretion Systems |
title_fullStr | Protein Homology Network Families Reveal Step-Wise Diversification of Type III and Type IV Secretion Systems |
title_full_unstemmed | Protein Homology Network Families Reveal Step-Wise Diversification of Type III and Type IV Secretion Systems |
title_short | Protein Homology Network Families Reveal Step-Wise Diversification of Type III and Type IV Secretion Systems |
title_sort | protein homology network families reveal step-wise diversification of type iii and type iv secretion systems |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1676029/ https://www.ncbi.nlm.nih.gov/pubmed/17140285 http://dx.doi.org/10.1371/journal.pcbi.0020173 |
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