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EvoluCode: Evolutionary Barcodes as a Unifying Framework for Multilevel Evolutionary Data
Evolutionary systems biology aims to uncover the general trends and principles governing the evolution of biological networks. An essential part of this process is the reconstruction and analysis of the evolutionary histories of these complex, dynamic networks. Unfortunately, the methodologies for r...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Libertas Academica
2011
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3256995/ https://www.ncbi.nlm.nih.gov/pubmed/22267905 http://dx.doi.org/10.4137/EBO.S8814 |
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author | Linard, Benjamin Nguyen, Ngoc Hoan Prosdocimi, Francisco Poch, Olivier Thompson, Julie D. |
author_facet | Linard, Benjamin Nguyen, Ngoc Hoan Prosdocimi, Francisco Poch, Olivier Thompson, Julie D. |
author_sort | Linard, Benjamin |
collection | PubMed |
description | Evolutionary systems biology aims to uncover the general trends and principles governing the evolution of biological networks. An essential part of this process is the reconstruction and analysis of the evolutionary histories of these complex, dynamic networks. Unfortunately, the methodologies for representing and exploiting such complex evolutionary histories in large scale studies are currently limited. Here, we propose a new formalism, called EvoluCode (Evolutionary barCode), which allows the integration of different evolutionary parameters (eg, sequence conservation, orthology, synteny …) in a unifying format and facilitates the multilevel analysis and visualization of complex evolutionary histories at the genome scale. The advantages of the approach are demonstrated by constructing barcodes representing the evolution of the complete human proteome. Two large-scale studies are then described: (i) the mapping and visualization of the barcodes on the human chromosomes and (ii) automatic clustering of the barcodes to highlight protein subsets sharing similar evolutionary histories and their functional analysis. The methodologies developed here open the way to the efficient application of other data mining and knowledge extraction techniques in evolutionary systems biology studies. A database containing all EvoluCode data is available at: http://lbgi.igbmc.fr/barcodes. |
format | Online Article Text |
id | pubmed-3256995 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2011 |
publisher | Libertas Academica |
record_format | MEDLINE/PubMed |
spelling | pubmed-32569952012-01-20 EvoluCode: Evolutionary Barcodes as a Unifying Framework for Multilevel Evolutionary Data Linard, Benjamin Nguyen, Ngoc Hoan Prosdocimi, Francisco Poch, Olivier Thompson, Julie D. Evol Bioinform Online Original Research Evolutionary systems biology aims to uncover the general trends and principles governing the evolution of biological networks. An essential part of this process is the reconstruction and analysis of the evolutionary histories of these complex, dynamic networks. Unfortunately, the methodologies for representing and exploiting such complex evolutionary histories in large scale studies are currently limited. Here, we propose a new formalism, called EvoluCode (Evolutionary barCode), which allows the integration of different evolutionary parameters (eg, sequence conservation, orthology, synteny …) in a unifying format and facilitates the multilevel analysis and visualization of complex evolutionary histories at the genome scale. The advantages of the approach are demonstrated by constructing barcodes representing the evolution of the complete human proteome. Two large-scale studies are then described: (i) the mapping and visualization of the barcodes on the human chromosomes and (ii) automatic clustering of the barcodes to highlight protein subsets sharing similar evolutionary histories and their functional analysis. The methodologies developed here open the way to the efficient application of other data mining and knowledge extraction techniques in evolutionary systems biology studies. A database containing all EvoluCode data is available at: http://lbgi.igbmc.fr/barcodes. Libertas Academica 2011-12-21 /pmc/articles/PMC3256995/ /pubmed/22267905 http://dx.doi.org/10.4137/EBO.S8814 Text en © the author(s), publisher and licensee Libertas Academica Ltd. This is an open access article. Unrestricted non-commercial use is permitted provided the original work is properly cited. |
spellingShingle | Original Research Linard, Benjamin Nguyen, Ngoc Hoan Prosdocimi, Francisco Poch, Olivier Thompson, Julie D. EvoluCode: Evolutionary Barcodes as a Unifying Framework for Multilevel Evolutionary Data |
title | EvoluCode: Evolutionary Barcodes as a Unifying Framework for Multilevel Evolutionary Data |
title_full | EvoluCode: Evolutionary Barcodes as a Unifying Framework for Multilevel Evolutionary Data |
title_fullStr | EvoluCode: Evolutionary Barcodes as a Unifying Framework for Multilevel Evolutionary Data |
title_full_unstemmed | EvoluCode: Evolutionary Barcodes as a Unifying Framework for Multilevel Evolutionary Data |
title_short | EvoluCode: Evolutionary Barcodes as a Unifying Framework for Multilevel Evolutionary Data |
title_sort | evolucode: evolutionary barcodes as a unifying framework for multilevel evolutionary data |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3256995/ https://www.ncbi.nlm.nih.gov/pubmed/22267905 http://dx.doi.org/10.4137/EBO.S8814 |
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