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Family-specific scaling laws in bacterial genomes

Among several quantitative invariants found in evolutionary genomics, one of the most striking is the scaling of the overall abundance of proteins, or protein domains, sharing a specific functional annotation across genomes of given size. The size of these functional categories change, on average, a...

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Autores principales: De Lazzari, Eleonora, Grilli, Jacopo, Maslov, Sergei, Cosentino Lagomarsino, Marco
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5737699/
https://www.ncbi.nlm.nih.gov/pubmed/28605556
http://dx.doi.org/10.1093/nar/gkx510
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author De Lazzari, Eleonora
Grilli, Jacopo
Maslov, Sergei
Cosentino Lagomarsino, Marco
author_facet De Lazzari, Eleonora
Grilli, Jacopo
Maslov, Sergei
Cosentino Lagomarsino, Marco
author_sort De Lazzari, Eleonora
collection PubMed
description Among several quantitative invariants found in evolutionary genomics, one of the most striking is the scaling of the overall abundance of proteins, or protein domains, sharing a specific functional annotation across genomes of given size. The size of these functional categories change, on average, as power-laws in the total number of protein-coding genes. Here, we show that such regularities are not restricted to the overall behavior of high-level functional categories, but also exist systematically at the level of single evolutionary families of protein domains. Specifically, the number of proteins within each family follows family-specific scaling laws with genome size. Functionally similar sets of families tend to follow similar scaling laws, but this is not always the case. To understand this systematically, we provide a comprehensive classification of families based on their scaling properties. Additionally, we develop a quantitative score for the heterogeneity of the scaling of families belonging to a given category or predefined group. Under the common reasonable assumption that selection is driven solely or mainly by biological function, these findings point to fine-tuned and interdependent functional roles of specific protein domains, beyond our current functional annotations. This analysis provides a deeper view on the links between evolutionary expansion of protein families and the functional constraints shaping the gene repertoire of bacterial genomes.
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spelling pubmed-57376992018-01-04 Family-specific scaling laws in bacterial genomes De Lazzari, Eleonora Grilli, Jacopo Maslov, Sergei Cosentino Lagomarsino, Marco Nucleic Acids Res Computational Biology Among several quantitative invariants found in evolutionary genomics, one of the most striking is the scaling of the overall abundance of proteins, or protein domains, sharing a specific functional annotation across genomes of given size. The size of these functional categories change, on average, as power-laws in the total number of protein-coding genes. Here, we show that such regularities are not restricted to the overall behavior of high-level functional categories, but also exist systematically at the level of single evolutionary families of protein domains. Specifically, the number of proteins within each family follows family-specific scaling laws with genome size. Functionally similar sets of families tend to follow similar scaling laws, but this is not always the case. To understand this systematically, we provide a comprehensive classification of families based on their scaling properties. Additionally, we develop a quantitative score for the heterogeneity of the scaling of families belonging to a given category or predefined group. Under the common reasonable assumption that selection is driven solely or mainly by biological function, these findings point to fine-tuned and interdependent functional roles of specific protein domains, beyond our current functional annotations. This analysis provides a deeper view on the links between evolutionary expansion of protein families and the functional constraints shaping the gene repertoire of bacterial genomes. Oxford University Press 2017-07-27 2017-06-09 /pmc/articles/PMC5737699/ /pubmed/28605556 http://dx.doi.org/10.1093/nar/gkx510 Text en © The Author(s) 2017. Published by Oxford University Press on behalf of Nucleic Acids Research. http://creativecommons.org/licenses/by-nc/4.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by-nc/4.0/), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is properly cited. For commercial re-use, please contact journals.permissions@oup.com
spellingShingle Computational Biology
De Lazzari, Eleonora
Grilli, Jacopo
Maslov, Sergei
Cosentino Lagomarsino, Marco
Family-specific scaling laws in bacterial genomes
title Family-specific scaling laws in bacterial genomes
title_full Family-specific scaling laws in bacterial genomes
title_fullStr Family-specific scaling laws in bacterial genomes
title_full_unstemmed Family-specific scaling laws in bacterial genomes
title_short Family-specific scaling laws in bacterial genomes
title_sort family-specific scaling laws in bacterial genomes
topic Computational Biology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5737699/
https://www.ncbi.nlm.nih.gov/pubmed/28605556
http://dx.doi.org/10.1093/nar/gkx510
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