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Bacterial Protein Interaction Networks: Connectivity is Ruled by Gene Conservation, Essentiality and Function
BACKGROUND: Protein-protein interaction (PPI) networks are the backbone of all processes in living cells. In this work, we relate conservation, essentiality and functional repertoire of a gene to the connectivity k (i.e. the number of interactions, links) of the corresponding protein in the PPI netw...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Bentham Science Publishers
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8188579/ https://www.ncbi.nlm.nih.gov/pubmed/34220298 http://dx.doi.org/10.2174/1389202922666210219110831 |
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author | Dilucca, Maddalena Cimini, Giulio Giansanti, Andrea |
author_facet | Dilucca, Maddalena Cimini, Giulio Giansanti, Andrea |
author_sort | Dilucca, Maddalena |
collection | PubMed |
description | BACKGROUND: Protein-protein interaction (PPI) networks are the backbone of all processes in living cells. In this work, we relate conservation, essentiality and functional repertoire of a gene to the connectivity k (i.e. the number of interactions, links) of the corresponding protein in the PPI network. METHODS: On a set of 42 bacterial genomes of different sizes, and with reasonably separated evolutionary trajectories, we investigate three issues: i) whether the distribution of connectivities changes between PPI subnetworks of essential and nonessential genes; ii) how gene conservation, measured both by the evolutionary retention index (ERI) and by evolutionary pressures, is related to the connectivity of the corresponding protein; iii) how PPI connectivities are modulated by evolutionary and functional relationships, as represented by the Clusters of Orthologous Genes (COGs). RESULTS: We show that conservation, essentiality and functional specialisation of genes constrain the connectivity of the corresponding proteins in bacterial PPI networks. In particular, we isolated a core of highly connected proteins (connectivities k≥40), which is ubiquitous among the species considered here, though mostly visible in the degree distributions of bacteria with small genomes (less than 1000 genes). CONCLUSION: The genes that support this highly connected core are conserved, essential and, in most cases, belong to the COG cluster J, related to ribosomal functions and the processing of genetic information. |
format | Online Article Text |
id | pubmed-8188579 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Bentham Science Publishers |
record_format | MEDLINE/PubMed |
spelling | pubmed-81885792021-08-01 Bacterial Protein Interaction Networks: Connectivity is Ruled by Gene Conservation, Essentiality and Function Dilucca, Maddalena Cimini, Giulio Giansanti, Andrea Curr Genomics Article BACKGROUND: Protein-protein interaction (PPI) networks are the backbone of all processes in living cells. In this work, we relate conservation, essentiality and functional repertoire of a gene to the connectivity k (i.e. the number of interactions, links) of the corresponding protein in the PPI network. METHODS: On a set of 42 bacterial genomes of different sizes, and with reasonably separated evolutionary trajectories, we investigate three issues: i) whether the distribution of connectivities changes between PPI subnetworks of essential and nonessential genes; ii) how gene conservation, measured both by the evolutionary retention index (ERI) and by evolutionary pressures, is related to the connectivity of the corresponding protein; iii) how PPI connectivities are modulated by evolutionary and functional relationships, as represented by the Clusters of Orthologous Genes (COGs). RESULTS: We show that conservation, essentiality and functional specialisation of genes constrain the connectivity of the corresponding proteins in bacterial PPI networks. In particular, we isolated a core of highly connected proteins (connectivities k≥40), which is ubiquitous among the species considered here, though mostly visible in the degree distributions of bacteria with small genomes (less than 1000 genes). CONCLUSION: The genes that support this highly connected core are conserved, essential and, in most cases, belong to the COG cluster J, related to ribosomal functions and the processing of genetic information. Bentham Science Publishers 2021-02 2021-02 /pmc/articles/PMC8188579/ /pubmed/34220298 http://dx.doi.org/10.2174/1389202922666210219110831 Text en © 2021 Bentham Science Publishers https://creativecommons.org/licenses/by-nc/4.0/ This is an open access article licensed under the terms of the Creative Commons Attribution-Non-Commercial 4.0 International Public License (CC BY-NC 4.0) (https://creativecommons.org/licenses/by-nc/4.0/legalcode), which permits unrestricted, non-commercial use, distribution and reproduction in any medium, provided the work is properly cited. |
spellingShingle | Article Dilucca, Maddalena Cimini, Giulio Giansanti, Andrea Bacterial Protein Interaction Networks: Connectivity is Ruled by Gene Conservation, Essentiality and Function |
title | Bacterial Protein Interaction Networks: Connectivity is Ruled by Gene Conservation, Essentiality and Function |
title_full | Bacterial Protein Interaction Networks: Connectivity is Ruled by Gene Conservation, Essentiality and Function |
title_fullStr | Bacterial Protein Interaction Networks: Connectivity is Ruled by Gene Conservation, Essentiality and Function |
title_full_unstemmed | Bacterial Protein Interaction Networks: Connectivity is Ruled by Gene Conservation, Essentiality and Function |
title_short | Bacterial Protein Interaction Networks: Connectivity is Ruled by Gene Conservation, Essentiality and Function |
title_sort | bacterial protein interaction networks: connectivity is ruled by gene conservation, essentiality and function |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8188579/ https://www.ncbi.nlm.nih.gov/pubmed/34220298 http://dx.doi.org/10.2174/1389202922666210219110831 |
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