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PMID: 11024183 Published · ppublish English Comparative Study Journal Article Research Support, Non-U.S. Gov't

A heuristic graph comparison algorithm and its application to detect functionally related enzyme clusters.

Nucleic acids research ·Vol. 28 ·No. 20 ·2000-10-15 ·Pages 4021-8

Ogata H, Fujibuchi W, Goto S, Kanehisa M

Abstract

The availability of computerized knowledge on biochemical pathways in the KEGG database opens new opportunities for developing computational methods to characterize and understand higher level functions of complete genomes. Our approach is based on the concept of graphs; for example, the genome is a graph with genes as nodes and the pathway is another graph with gene products as nodes. We have developed a simple method for graph comparison to identify local similarities, termed correlated clusters, between two graphs, which allows gaps and mismatches of nodes and edges and is especially suitable for detecting biological features. The method was applied to a comparison of the complete genomes of 10 microorganisms and the KEGG metabolic pathways, which revealed, not surprisingly, a tendency for formation of correlated clusters called FRECs (functionally related enzyme clusters). However, this tendency varied considerably depending on the organism. The relative number of enzymes in FRECs was close to 50% for Bacillus subtilis and Escherichia coli, but was <10% for SYNECHOCYSTIS: and Saccharomyces cerevisiae. The FRECs collection is reorganized into a collection of ortholog group tables in KEGG, which represents conserved pathway motifs with the information about gene clusters in all the completely sequenced genomes.

MeSH Terms
Algorithms Automation Computational Biology/methods Conserved Sequence/genetics Databases, Factual Enzymes/genetics,metabolism Escherichia coli/enzymology,genetics,metabolism Genome Genome, Archaeal Genome, Bacterial Genome, Fungal Operon/genetics Peptidoglycan/biosynthesis Sequence Homology Statistics as Topic
Chemicals
Enzymes Peptidoglycan
Authors & Affiliations
4 authors, click to expand affiliations / ORCID
Ogata H
Institute for Chemical Research, Kyoto University, Uji, Kyoto 611-0011, Japan.
Fujibuchi W
Goto S
Kanehisa M
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Article Info
Journal
Nucleic acids research
Abbr.
Nucleic Acids Res
ISSN
1362-4962
Published
2000-10-15
Pages
4021-8
Language
English
Region
England
NLM ID
0411011
PMCID
PMC110779
Subset
IM
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