↓ Skip to main content

PLOS

ProteinHistorian: Tools for the Comparative Analysis of Eukaryote Protein Origin

Overview of attention for article published in PLoS Computational Biology, June 2012
Altmetric Badge

Mentioned by

twitter
5 X users

Readers on

mendeley
112 Mendeley
citeulike
4 CiteULike
Title
ProteinHistorian: Tools for the Comparative Analysis of Eukaryote Protein Origin
Published in
PLoS Computational Biology, June 2012
DOI 10.1371/journal.pcbi.1002567
Pubmed ID
Authors

John A. Capra, Alexander G. Williams, Katherine S. Pollard

Abstract

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/.

X Demographics

X Demographics

The data shown below were collected from the profiles of 5 X users who shared this research output. Click here to find out more about how the information was compiled.
Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 112 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
United States 3 3%
United Kingdom 3 3%
Germany 1 <1%
Switzerland 1 <1%
India 1 <1%
Sweden 1 <1%
Australia 1 <1%
Mexico 1 <1%
Peru 1 <1%
Other 2 2%
Unknown 97 87%

Demographic breakdown

Readers by professional status Count As %
Researcher 34 30%
Student > Ph. D. Student 30 27%
Student > Master 13 12%
Professor 9 8%
Student > Bachelor 5 4%
Other 13 12%
Unknown 8 7%
Readers by discipline Count As %
Agricultural and Biological Sciences 59 53%
Biochemistry, Genetics and Molecular Biology 27 24%
Computer Science 7 6%
Engineering 2 2%
Physics and Astronomy 2 2%
Other 4 4%
Unknown 11 10%