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Bioinformatics DOI:10.1093/bioinformatics/btm193

Automatic genome-wide reconstruction of phylogenetic gene trees.

Publication TypeJournal Article
Year of Publication2007
AuthorsWapinski, I, Pfeffer, A, Friedman, N, Regev, A
Date Published2007 Jul 01
KeywordsAlgorithms, Chromosome Mapping, Computer Simulation, Conserved Sequence, Evolution, Molecular, Gene Duplication, Genetic Variation, Models, Genetic, Phylogeny, Sequence Analysis, DNA

UNLABELLED: Gene duplication and divergence is a major evolutionary force. Despite the growing number of fully sequenced genomes, methods for investigating these events on a genome-wide scale are still in their infancy. Here, we present SYNERGY, a novel and scalable algorithm that uses sequence similarity and a given species phylogeny to reconstruct the underlying evolutionary history of all genes in a large group of species. In doing so, SYNERGY resolves homology relations and accurately distinguishes orthologs from paralogs. We applied our approach to a set of nine fully sequenced fungal genomes spanning 150 million years, generating a genome-wide catalog of orthologous groups and corresponding gene trees. Our results are highly accurate when compared to a manually curated gold standard, and are robust to the quality of input according to a novel jackknife confidence scoring. The reconstructed gene trees provide a comprehensive view of gene evolution on a genomic scale. Our approach can be applied to any set of sequenced eukaryotic species with a known phylogeny, and opens the way to systematic studies of the evolution of individual genes, molecular systems and whole genomes.

SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics online.


Alternate JournalBioinformatics
PubMed ID17646342