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ProteinHistorian: Tools for the Comparative Analysis of Eukaryote Protein Origin
The evolutionary history of a protein reflects the functional history of its ancestors. Recent phylogenetic studies identified distinct evolutionary signatures that characterize proteins involved in cancer, Mendelian disease, and different ontogenic stages. Despite the potential to yield insight int...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2012
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3386163/ https://www.ncbi.nlm.nih.gov/pubmed/22761559 http://dx.doi.org/10.1371/journal.pcbi.1002567 |
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author | Capra, John A. Williams, Alexander G. Pollard, Katherine S. |
author_facet | Capra, John A. Williams, Alexander G. Pollard, Katherine S. |
author_sort | Capra, John A. |
collection | PubMed |
description | The evolutionary history of a protein reflects the functional history of its ancestors. Recent phylogenetic studies identified distinct evolutionary signatures that characterize proteins involved in cancer, Mendelian disease, and different ontogenic stages. Despite the potential to yield insight into the cellular functions and interactions of proteins, such comparative phylogenetic analyses are rarely performed, because they require custom algorithms. We developed ProteinHistorian to make tools for performing analyses of protein origins widely available. Given a list of proteins of interest, ProteinHistorian estimates the phylogenetic age of each protein, quantifies enrichment for proteins of specific ages, and compares variation in protein age with other protein attributes. ProteinHistorian allows flexibility in the definition of protein age by including several algorithms for estimating ages from different databases of evolutionary relationships. We illustrate the use of ProteinHistorian with three example analyses. First, we demonstrate that proteins with high expression in human, compared to chimpanzee and rhesus macaque, are significantly younger than those with human-specific low expression. Next, we show that human proteins with annotated regulatory functions are significantly younger than proteins with catalytic functions. Finally, we compare protein length and age in many eukaryotic species and, as expected from previous studies, find a positive, though often weak, correlation between protein age and length. ProteinHistorian is available through a web server with an intuitive interface and as a set of command line tools; this allows biologists and bioinformaticians alike to integrate these approaches into their analysis pipelines. ProteinHistorian's modular, extensible design facilitates the integration of new datasets and algorithms. The ProteinHistorian web server, source code, and pre-computed ages for 32 eukaryotic genomes are freely available under the GNU public license at http://lighthouse.ucsf.edu/ProteinHistorian/. |
format | Online Article Text |
id | pubmed-3386163 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2012 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-33861632012-07-03 ProteinHistorian: Tools for the Comparative Analysis of Eukaryote Protein Origin Capra, John A. Williams, Alexander G. Pollard, Katherine S. PLoS Comput Biol Research Article The evolutionary history of a protein reflects the functional history of its ancestors. Recent phylogenetic studies identified distinct evolutionary signatures that characterize proteins involved in cancer, Mendelian disease, and different ontogenic stages. Despite the potential to yield insight into the cellular functions and interactions of proteins, such comparative phylogenetic analyses are rarely performed, because they require custom algorithms. We developed ProteinHistorian to make tools for performing analyses of protein origins widely available. Given a list of proteins of interest, ProteinHistorian estimates the phylogenetic age of each protein, quantifies enrichment for proteins of specific ages, and compares variation in protein age with other protein attributes. ProteinHistorian allows flexibility in the definition of protein age by including several algorithms for estimating ages from different databases of evolutionary relationships. We illustrate the use of ProteinHistorian with three example analyses. First, we demonstrate that proteins with high expression in human, compared to chimpanzee and rhesus macaque, are significantly younger than those with human-specific low expression. Next, we show that human proteins with annotated regulatory functions are significantly younger than proteins with catalytic functions. Finally, we compare protein length and age in many eukaryotic species and, as expected from previous studies, find a positive, though often weak, correlation between protein age and length. ProteinHistorian is available through a web server with an intuitive interface and as a set of command line tools; this allows biologists and bioinformaticians alike to integrate these approaches into their analysis pipelines. ProteinHistorian's modular, extensible design facilitates the integration of new datasets and algorithms. The ProteinHistorian web server, source code, and pre-computed ages for 32 eukaryotic genomes are freely available under the GNU public license at http://lighthouse.ucsf.edu/ProteinHistorian/. Public Library of Science 2012-06-28 /pmc/articles/PMC3386163/ /pubmed/22761559 http://dx.doi.org/10.1371/journal.pcbi.1002567 Text en Capra et al. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited. |
spellingShingle | Research Article Capra, John A. Williams, Alexander G. Pollard, Katherine S. ProteinHistorian: Tools for the Comparative Analysis of Eukaryote Protein Origin |
title | ProteinHistorian: Tools for the Comparative Analysis of Eukaryote Protein Origin |
title_full | ProteinHistorian: Tools for the Comparative Analysis of Eukaryote Protein Origin |
title_fullStr | ProteinHistorian: Tools for the Comparative Analysis of Eukaryote Protein Origin |
title_full_unstemmed | ProteinHistorian: Tools for the Comparative Analysis of Eukaryote Protein Origin |
title_short | ProteinHistorian: Tools for the Comparative Analysis of Eukaryote Protein Origin |
title_sort | proteinhistorian: tools for the comparative analysis of eukaryote protein origin |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3386163/ https://www.ncbi.nlm.nih.gov/pubmed/22761559 http://dx.doi.org/10.1371/journal.pcbi.1002567 |
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