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A simple algorithm to infer gene duplication and speciation events on a gene tree
Author(s) -
Christian M. Zmasek,
Sean R. Eddy
Publication year - 2001
Publication title -
bioinformatics
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 3.599
H-Index - 390
eISSN - 1367-4811
pISSN - 1367-4803
DOI - 10.1093/bioinformatics/17.9.821
Subject(s) - gene duplication , simple (philosophy) , genetic algorithm , algorithm , tree (set theory) , computer science , gene , computational biology , biology , genetics , mathematics , combinatorics , philosophy , epistemology
When analyzing protein sequences using sequence similarity searches, orthologous sequences (that diverged by speciation) are more reliable predictors of a new protein's function than paralogous sequences (that diverged by gene duplication), because duplication enables functional diversification. The utility of phylogenetic information in high-throughput genome annotation ('phylogenomics') is widely recognized, but existing approaches are either manual or indirect (e.g. not based on phylogenetic trees). Our goal is to automate phylogenomics using explicit phylogenetic inference. A necessary component is an algorithm to infer speciation and duplication events in a given gene tree.

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