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Cross-species gene-family fluctuations reveal the dynamics of horizontal transfers
Prokaryotes vary their protein repertoire mainly through horizontal transfer and gene loss. To elucidate the links between these processes and the cross-species gene-family statistics, we perform a large-scale data analysis of the cross-species variability of gene-family abundance (the number of mem...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2014
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4066789/ https://www.ncbi.nlm.nih.gov/pubmed/24829449 http://dx.doi.org/10.1093/nar/gku378 |
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author | Grilli, Jacopo Romano, Mariacristina Bassetti, Federico Cosentino Lagomarsino, Marco |
author_facet | Grilli, Jacopo Romano, Mariacristina Bassetti, Federico Cosentino Lagomarsino, Marco |
author_sort | Grilli, Jacopo |
collection | PubMed |
description | Prokaryotes vary their protein repertoire mainly through horizontal transfer and gene loss. To elucidate the links between these processes and the cross-species gene-family statistics, we perform a large-scale data analysis of the cross-species variability of gene-family abundance (the number of members of the family found on a given genome). We find that abundance fluctuations are related to the rate of horizontal transfers. This is rationalized by a minimal theoretical model, which predicts this link. The families that are not captured by the model show abundance profiles that are markedly peaked around a mean value, possibly because of specific abundance selection. Based on these results, we define an abundance variability index that captures a family's evolutionary behavior (and thus some of its relevant functional properties) purely based on its cross-species abundance fluctuations. Analysis and model, combined, show a quantitative link between cross-species family abundance statistics and horizontal transfer dynamics, which can be used to analyze genome ‘flux’. Groups of families with different values of the abundance variability index correspond to genome sub-parts having different plasticity in terms of the level of horizontal exchange allowed by natural selection. |
format | Online Article Text |
id | pubmed-4066789 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2014 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-40667892014-06-24 Cross-species gene-family fluctuations reveal the dynamics of horizontal transfers Grilli, Jacopo Romano, Mariacristina Bassetti, Federico Cosentino Lagomarsino, Marco Nucleic Acids Res Computational Biology Prokaryotes vary their protein repertoire mainly through horizontal transfer and gene loss. To elucidate the links between these processes and the cross-species gene-family statistics, we perform a large-scale data analysis of the cross-species variability of gene-family abundance (the number of members of the family found on a given genome). We find that abundance fluctuations are related to the rate of horizontal transfers. This is rationalized by a minimal theoretical model, which predicts this link. The families that are not captured by the model show abundance profiles that are markedly peaked around a mean value, possibly because of specific abundance selection. Based on these results, we define an abundance variability index that captures a family's evolutionary behavior (and thus some of its relevant functional properties) purely based on its cross-species abundance fluctuations. Analysis and model, combined, show a quantitative link between cross-species family abundance statistics and horizontal transfer dynamics, which can be used to analyze genome ‘flux’. Groups of families with different values of the abundance variability index correspond to genome sub-parts having different plasticity in terms of the level of horizontal exchange allowed by natural selection. Oxford University Press 2014-07-01 2014-05-14 /pmc/articles/PMC4066789/ /pubmed/24829449 http://dx.doi.org/10.1093/nar/gku378 Text en © The Author(s) 2014. Published by Oxford University Press on behalf of Nucleic Acids Research. http://creativecommons.org/licenses/by/3.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/3.0/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Computational Biology Grilli, Jacopo Romano, Mariacristina Bassetti, Federico Cosentino Lagomarsino, Marco Cross-species gene-family fluctuations reveal the dynamics of horizontal transfers |
title | Cross-species gene-family fluctuations reveal the dynamics of horizontal transfers |
title_full | Cross-species gene-family fluctuations reveal the dynamics of horizontal transfers |
title_fullStr | Cross-species gene-family fluctuations reveal the dynamics of horizontal transfers |
title_full_unstemmed | Cross-species gene-family fluctuations reveal the dynamics of horizontal transfers |
title_short | Cross-species gene-family fluctuations reveal the dynamics of horizontal transfers |
title_sort | cross-species gene-family fluctuations reveal the dynamics of horizontal transfers |
topic | Computational Biology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4066789/ https://www.ncbi.nlm.nih.gov/pubmed/24829449 http://dx.doi.org/10.1093/nar/gku378 |
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