Dataset Information

BranchClust: a phylogenetic algorithm for selecting gene families.

ABSTRACT:

Background

Automated methods for assembling families of orthologous genes include those based on sequence similarity scores and those based on phylogenetic approaches. The first are easy to automate but usually they do not distinguish between paralogs and orthologs or have restriction on the number of taxa. Phylogenetic methods often are based on reconciliation of a gene tree with a known rooted species tree; a limitation of this approach, especially in case of prokaryotes, is that the species tree is often unknown, and that from the analyses of single gene families the branching order between related organisms frequently is unresolved.

Results

Here we describe an algorithm for the automated selection of orthologous genes that recognizes orthologous genes from different species in a phylogenetic tree for any number of taxa. The algorithm is capable of distinguishing complete (containing all taxa) and incomplete (not containing all taxa) families and recognizes in- and outparalogs. The BranchClust algorithm is implemented in Perl with the use of the BioPerl module for parsing trees and is freely available at http://bioinformatics.org/branchclust.

Conclusion

BranchClust outperforms the Reciprocal Best Blast hit method in selecting more sets of putatively orthologous genes. In the test cases examined, the correctness of the selected families and of the identified in- and outparalogs was confirmed by inspection of the pertinent phylogenetic trees.

SUBMITTER: Poptsova MS

PROVIDER: S-EPMC1853112 | biostudies-literature | 2007 Apr

REPOSITORIES: biostudies-literature

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Publications

BranchClust: a phylogenetic algorithm for selecting gene families.

Poptsova Maria S MS Gogarten J Peter JP

BMC bioinformatics 20070410

<h4>Background</h4>Automated methods for assembling families of orthologous genes include those based on sequence similarity scores and those based on phylogenetic approaches. The first are easy to automate but usually they do not distinguish between paralogs and orthologs or have restriction on the number of taxa. Phylogenetic methods often are based on reconciliation of a gene tree with a known rooted species tree; a limitation of this approach, especially in case of prokaryotes, is that the s ...[more]

PMID: 17425803

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Project description:BackgroundThe human chromosomes 2q, 7, 12q and 17q show extensive intra-genomic homology, containing duplicate, triplicate and quadruplicate paralogous regions centered on the HOX gene clusters. The fact that two or more representatives of different gene families are linked with HOX clusters is taken as evidence that these paralogous gene sets might have arisen from a single chromosomal segment through block or whole chromosome duplication events. This would imply that the constituent genes including the HOX clusters reflect the architecture of a single ancestral block (before vertebrate origin) where all of these genes were linked in a single copy.ResultsIn the present study we have employed the currently available set of protein data for a wide variety of vertebrate and invertebrate genomes to analyze the phylogenetic history of 11 multigene families with three or more of their representatives linked to human HOX clusters. A topology comparison approach revealed four discrete co-duplicated groups: group 1 involves the genes from GLI, HH, INHB, IGFBP (cluster-1), and SLC4A families; group 2 involves ERBB, ZNFN1A, and IGFBP (cluster-2) gene families; group 3 involves the HOX clusters and the SP gene family; group 4 involves the integrin beta chain and myosine light chain families. The distinct genes within each co-duplicated group share the same evolutionary history and are duplicated in concert with each other, while the constituent genes of two different co-duplicated groups may not share their evolutionary history and may not have duplicated simultaneously.ConclusionWe conclude that co-duplicated groups may themselves be remnants of ancient small-scale duplications (involving chromosomal segments or gene-clusters) which occurred at different time points during chordate evolution. Whereas the recent combination of genes from distinct co-duplicated groups on different chromosomal regions (human chromosomes 2q, 7, 12q, and 17q) is probably the outcome of subsequent rearrangement of genomic segments, including syntenic groups of genes.

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Dataset Information

BranchClust: a phylogenetic algorithm for selecting gene families.

Background

Results

Conclusion

Publications

BranchClust: a phylogenetic algorithm for selecting gene families.

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