Literature DB >> 28605556

Family-specific scaling laws in bacterial genomes.

Eleonora De Lazzari1, Jacopo Grilli2, Sergei Maslov3, Marco Cosentino Lagomarsino1,4,5.   

Abstract

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.
© The Author(s) 2017. Published by Oxford University Press on behalf of Nucleic Acids Research.

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Year:  2017        PMID: 28605556      PMCID: PMC5737699          DOI: 10.1093/nar/gkx510

Source DB:  PubMed          Journal:  Nucleic Acids Res        ISSN: 0305-1048            Impact factor:   16.971


  28 in total

1.  Scaling laws in the functional content of genomes.

Authors:  Erik van Nimwegen
Journal:  Trends Genet       Date:  2003-09       Impact factor: 11.639

2.  Evolution of protein superfamilies and bacterial genome size.

Authors:  Juan A G Ranea; Daniel W A Buchan; Janet M Thornton; Christine A Orengo
Journal:  J Mol Biol       Date:  2004-02-27       Impact factor: 5.469

3.  Regulome size in Prokaryotes: universality and lineage-specific variations.

Authors:  Otto X Cordero; Paulien Hogeweg
Journal:  Trends Genet       Date:  2009-06-18       Impact factor: 11.639

4.  The frequency distribution of gene family sizes in complete genomes.

Authors:  M A Huynen; E van Nimwegen
Journal:  Mol Biol Evol       Date:  1998-05       Impact factor: 16.240

5.  Universal distribution of component frequencies in biological and technological systems.

Authors:  Tin Yau Pang; Sergei Maslov
Journal:  Proc Natl Acad Sci U S A       Date:  2013-03-25       Impact factor: 11.205

6.  Complete genome sequence of Pseudomonas aeruginosa PAO1, an opportunistic pathogen.

Authors:  C K Stover; X Q Pham; A L Erwin; S D Mizoguchi; P Warrener; M J Hickey; F S Brinkman; W O Hufnagle; D J Kowalik; M Lagrou; R L Garber; L Goltry; E Tolentino; S Westbrock-Wadman; Y Yuan; L L Brody; S N Coulter; K R Folger; A Kas; K Larbig; R Lim; K Smith; D Spencer; G K Wong; Z Wu; I T Paulsen; J Reizer; M H Saier; R E Hancock; S Lory; M V Olson
Journal:  Nature       Date:  2000-08-31       Impact factor: 49.962

7.  Cross-species gene-family fluctuations reveal the dynamics of horizontal transfers.

Authors:  Jacopo Grilli; Mariacristina Romano; Federico Bassetti; Marco Cosentino Lagomarsino
Journal:  Nucleic Acids Res       Date:  2014-05-14       Impact factor: 16.971

8.  Large-scale dynamics of horizontal transfers.

Authors:  Luigi Grassi; Jacopo Grilli; Marco Cosentino Lagomarsino
Journal:  Mob Genet Elements       Date:  2012-05-01

9.  Joint scaling laws in functional and evolutionary categories in prokaryotic genomes.

Authors:  J Grilli; B Bassetti; S Maslov; M Cosentino Lagomarsino
Journal:  Nucleic Acids Res       Date:  2011-09-21       Impact factor: 16.971

10.  The evolution of domain-content in bacterial genomes.

Authors:  Nacho Molina; Erik van Nimwegen
Journal:  Biol Direct       Date:  2008-12-11       Impact factor: 4.540

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