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Annotation of Plant Gene Function via Combined Genomics, Metabolomics and Informatics
Published on: June 17, 2012
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PhyloGenes: An online phylogenetics and functional genomics resource for plant gene function inference
Peifen Zhang1, Tanya Z Berardini1, Dustin Ebert2
1Phoenix Bioinformatics Fremont CA USA.
Plant Direct
|January 4, 2021
Summary
PhyloGenes is a new online resource that helps scientists transfer gene function knowledge between plant species. It uses phylogenetic trees to show evolutionary relationships, aiding in the discovery of functions for uncharacterized genes.
Area of Science:
- Plant genomics
- Evolutionary biology
- Bioinformatics
Background:
- Gene function knowledge transfer across plant species is hindered by gene and genome duplications.
- Complex evolutionary histories, including orthologs and paralogs, complicate functional inference based solely on sequence similarity.
Purpose of the Study:
- To develop an accessible online resource for accurate and efficient gene function knowledge transfer in plants.
- To facilitate functional inference for uncharacterized plant genes by leveraging evolutionary relationships.
Main Methods:
- Development of the PhyloGenes online resource (phylogenes.org).
- Precomputation of phylogenetic trees for plant gene families.
- Integration of experimentally validated gene function data (e.g., Gene Ontology terms) with phylogenetic trees.
- Labeling of evolutionary events (speciation, duplication) on gene trees.
Main Results:
- PhyloGenes represents 40 plant genomes and 10 non-plant model organisms across over 8,000 gene families.
- Nearly 6,000 families include genes with experimentally supported Gene Ontology annotations.
- The resource visually displays gene function data within evolutionary contexts, distinguishing orthologs from paralogs.
Conclusions:
- PhyloGenes enables visually traceable functional inference for uncharacterized genes based on evolutionary history.
- The resource aids in understanding divergent gene functions arising from evolutionary events.
- Future enhancements include integrating plant gene expression atlas data.
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