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Using Phylogenetic Profiles to Predict Functional Relationships | SpringerLink
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Phylogenetic profiling involves the comparison of phylogenetic data across gene families. It is possible to construct phylogenetic trees, or related data structures, for specific gene families using a wide variety of tools and approaches. Phylogenetic profiling...
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Keywords {π}
google, scholar, article, pubmed, phylogenetic, cas, protein, functional, gene, profiles, pellegrini, bioinformatics, protocol, function, analysis, data, molecular, families, privacy, cookies, content, information, publish, search, chapter, bmc, springer, networks, biology, profiling, genes, proteins, genome, eisenberg, res, download, author, bruxelles, usd, personal, log, journal, research, bacterial, relationships, matteo, book, methods, related, evolution,
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month download article/chapter multi-scale network visualization bacterial molecular networks privacy choices/manage cookies phylogenetic profiling involves functional gene networks device instant download trends biochem sci perform phylogenetic profiling predict functional relationships nucleic acids res european economic area perform consecutive steps uncharacterized cellular systems ucla-doe institute editor information editors rue d'ulm 46 assigning protein functions protein link explorer discovering functional linkages parallel functional modules describe phylogenetic profiles phylogenetic-statistical analyses phylogenetic profile comparisons protein-protein interaction protein phylogenetic profiles author information authors journal finder publish conditions privacy policy mol biol evol plos comput biol phylogenetic profiling technique identifying metabolic enzymes uncharacterized cellular pathways construct phylogenetic trees protein-protein interactions related data structures accepting optional cookies gene sequence evolution select reference organisms gene ontology consortium protein coding genes main content log protocol usdΒ 49 protocol pellegrini specific gene families matteo pellegrini chapter log comparative genome analysis genome-wide analysis
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- (2007) Phylogenetic profiles for the prediction of protein-protein interactions: how to select reference organisms?
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ScholarlyArticle:
headline:Using Phylogenetic Profiles to Predict Functional Relationships
pageEnd:177
pageStart:167
image:https://media.springernature.com/w153/springer-static/cover/book/978-1-61779-361-5.jpg
genre:
Springer Protocols
isPartOf:
name:Bacterial Molecular Networks
isbn:
978-1-61779-361-5
978-1-61779-360-8
type:Book
publisher:
name:Springer New York
logo:
url:https://www.springernature.com/app-sn/public/images/logo-springernature.png
type:ImageObject
type:Organization
author:
name:Matteo Pellegrini
affiliation:
name:University of California
address:
name:Department of Molecular, Cell and Developmental Biology, University of California, Los Angeles, USA
type:PostalAddress
type:Organization
email:[email protected]
type:Person
keywords:Phylogenetic profiles, Coevolution, Functional associations, Comparative genomics, Coevolving proteins
description:Phylogenetic profiling involves the comparison of phylogenetic data across gene families. It is possible to construct phylogenetic trees, or related data structures, for specific gene families using a wide variety of tools and approaches. Phylogenetic profiling involves the comparison of this data to determine which families have correlated or coupled evolution. The underlying assumption is that in certain cases these couplings may allow us to infer that the two families are functionally related: that is their function in the cell is coupled. Although this technique can be applied to noncoding genes, it is more commonly used to assess the function of protein coding genes. Examples of proteins that are functionally related include subunits of protein complexes, or enzymes that perform consecutive steps along biochemical pathways. We hypothesize the deletion of one of the families from a genome would then indirectly affect the function of the other. Dozens of different implementations of the phylogenetic profiling technique have been developed over the past decade. These range from the first simple approaches that describe phylogenetic profiles as binary vectors to the most complex ones that attempt to model to the coevolution of protein families on a phylogenetic tree. We discuss a set of these implementations and present the software and databases that are available to perform phylogenetic profiling.
datePublished:2012
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978-1-61779-361-5
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Person:
name:Matteo Pellegrini
affiliation:
name:University of California
address:
name:Department of Molecular, Cell and Developmental Biology, University of California, Los Angeles, USA
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