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A Fast and Quantitative Method for Post-translational Modification and Variant Enabled Mapping of Peptides to Genomes
Published on: May 22, 2018
PHOG: a database of supergenomes built from proteome complements
Igor V Merkeev1, Pavel S Novichkov, Andrey A Mironov
1State Scientific Center GosNIIGenetica, 1st Dorozhny pr., 1, Moscow, 113545, Russia. imerkeev@mail.ru
We developed an automated method to identify orthologous and paralogous genes across all domains of life. This phylogenetic approach creates a comprehensive database of evolutionary relationships, advancing comparative genomics.
Area of Science:
- Comparative genomics
- Evolutionary biology
- Bioinformatics
Background:
- Orthologs and paralogs are fundamental concepts in comparative genomics.
- Current methods for identifying these gene relationships often lack automation and rigorous evolutionary grounding.
Purpose of the Study:
- To develop a fully automated procedure for resolving orthologous and paralogous relationships.
- To establish a robust evolutionary framework for gene relationship identification.
- To create a comprehensive database of Phylogenetic Orthologous Groups (PHOGs).
Main Methods:
- Developed an automated procedure to generate clusters of orthologous groups (PHOGs) at each taxonomic tree node.
- Constructed an 'ancestral' sequence for each cluster from multiple gene alignments.
- Applied the procedure to 50 species across bacteria, archaea, and eukaryotes.
Main Results:
- Successfully generated a tree of orthologous groups.
- Obtained 51,367 PHOGs at the root node of the taxonomy tree.
- Demonstrated the ability to process numerous genomes automatically.
Conclusions:
- The PHOG database enables automated reconstruction of orthologous and paralogous relationships using a rigorous evolutionary approach.
- This database serves as a valuable resource for comparative genomics research.
- The method is scalable to any number of sequenced genomes.
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