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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...

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Autores principales: Medini, Duccio, Covacci, Antonello, Donati, Claudio
Formato: Texto
Lenguaje:English
Publicado: Public Library of Science 2006
Materias:
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.
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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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