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Evolutionary plasticity determination by orthologous groups distribution

BACKGROUND: Genetic plasticity may be understood as the ability of a functional gene network to tolerate alterations in its components or structure. Usually, the studies involving gene modifications in the course of the evolution are concerned to nucleotide sequence alterations in closely related sp...

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Autores principales: Dalmolin, Rodrigo JS, Castro, Mauro AA, Rybarczyk Filho, José L, Souza, Luis HT, de Almeida, Rita MC, Moreira, José CF
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2011
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3117832/
https://www.ncbi.nlm.nih.gov/pubmed/21586164
http://dx.doi.org/10.1186/1745-6150-6-22
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author Dalmolin, Rodrigo JS
Castro, Mauro AA
Rybarczyk Filho, José L
Souza, Luis HT
de Almeida, Rita MC
Moreira, José CF
author_facet Dalmolin, Rodrigo JS
Castro, Mauro AA
Rybarczyk Filho, José L
Souza, Luis HT
de Almeida, Rita MC
Moreira, José CF
author_sort Dalmolin, Rodrigo JS
collection PubMed
description BACKGROUND: Genetic plasticity may be understood as the ability of a functional gene network to tolerate alterations in its components or structure. Usually, the studies involving gene modifications in the course of the evolution are concerned to nucleotide sequence alterations in closely related species. However, the analysis of large scale data about the distribution of gene families in non-exclusively closely related species can provide insights on how plastic or how conserved a given gene family is. Here, we analyze the abundance and diversity of all Eukaryotic Clusters of Orthologous Groups (KOG) present in STRING database, resulting in a total of 4,850 KOGs. This dataset comprises 481,421 proteins distributed among 55 eukaryotes. RESULTS: We propose an index to evaluate the evolutionary plasticity and conservation of an orthologous group based on its abundance and diversity across eukaryotes. To further KOG plasticity analysis, we estimate the evolutionary distance average among all proteins which take part in the same orthologous group. As a result, we found a strong correlation between the evolutionary distance average and the proposed evolutionary plasticity index. Additionally, we found low evolutionary plasticity in Saccharomyces cerevisiae genes associated with inviability and Mus musculus genes associated with early lethality. At last, we plot the evolutionary plasticity value in different gene networks from yeast and humans. As a result, it was possible to discriminate among higher and lower plastic areas of the gene networks analyzed. CONCLUSIONS: The distribution of gene families brings valuable information on evolutionary plasticity which might be related with genetic plasticity. Accordingly, it is possible to discriminate among conserved and plastic orthologous groups by evaluating their abundance and diversity across eukaryotes. REVIEWERS: This article was reviewed by Prof Manyuan Long, Hiroyuki Toh, and Sebastien Halary.
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spelling pubmed-31178322011-06-18 Evolutionary plasticity determination by orthologous groups distribution Dalmolin, Rodrigo JS Castro, Mauro AA Rybarczyk Filho, José L Souza, Luis HT de Almeida, Rita MC Moreira, José CF Biol Direct Research BACKGROUND: Genetic plasticity may be understood as the ability of a functional gene network to tolerate alterations in its components or structure. Usually, the studies involving gene modifications in the course of the evolution are concerned to nucleotide sequence alterations in closely related species. However, the analysis of large scale data about the distribution of gene families in non-exclusively closely related species can provide insights on how plastic or how conserved a given gene family is. Here, we analyze the abundance and diversity of all Eukaryotic Clusters of Orthologous Groups (KOG) present in STRING database, resulting in a total of 4,850 KOGs. This dataset comprises 481,421 proteins distributed among 55 eukaryotes. RESULTS: We propose an index to evaluate the evolutionary plasticity and conservation of an orthologous group based on its abundance and diversity across eukaryotes. To further KOG plasticity analysis, we estimate the evolutionary distance average among all proteins which take part in the same orthologous group. As a result, we found a strong correlation between the evolutionary distance average and the proposed evolutionary plasticity index. Additionally, we found low evolutionary plasticity in Saccharomyces cerevisiae genes associated with inviability and Mus musculus genes associated with early lethality. At last, we plot the evolutionary plasticity value in different gene networks from yeast and humans. As a result, it was possible to discriminate among higher and lower plastic areas of the gene networks analyzed. CONCLUSIONS: The distribution of gene families brings valuable information on evolutionary plasticity which might be related with genetic plasticity. Accordingly, it is possible to discriminate among conserved and plastic orthologous groups by evaluating their abundance and diversity across eukaryotes. REVIEWERS: This article was reviewed by Prof Manyuan Long, Hiroyuki Toh, and Sebastien Halary. BioMed Central 2011-05-17 /pmc/articles/PMC3117832/ /pubmed/21586164 http://dx.doi.org/10.1186/1745-6150-6-22 Text en Copyright ©2011 Dalmolin et al; licensee BioMed Central Ltd. http://creativecommons.org/licenses/by/2.0 This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research
Dalmolin, Rodrigo JS
Castro, Mauro AA
Rybarczyk Filho, José L
Souza, Luis HT
de Almeida, Rita MC
Moreira, José CF
Evolutionary plasticity determination by orthologous groups distribution
title Evolutionary plasticity determination by orthologous groups distribution
title_full Evolutionary plasticity determination by orthologous groups distribution
title_fullStr Evolutionary plasticity determination by orthologous groups distribution
title_full_unstemmed Evolutionary plasticity determination by orthologous groups distribution
title_short Evolutionary plasticity determination by orthologous groups distribution
title_sort evolutionary plasticity determination by orthologous groups distribution
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3117832/
https://www.ncbi.nlm.nih.gov/pubmed/21586164
http://dx.doi.org/10.1186/1745-6150-6-22
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