Title :
Integrating co-regulated gene-groups and pair-wise genome comparisons to automate reconstruction of microbial pathways
Author :
Bansal, Arvind K.
Author_Institution :
Dept. of Comput. Sci., Kent State Univ., OH, USA
Abstract :
This paper extends previously described automated techniques by automatically integrating the information about automatically derived co-transcribed gene-groups, functionally similar gene-groups derived using automated pair-wise genome comparisons and automatically derived orthologs (functionally equivalent genes) to derive microbial metabolic pathways. The method integrates automatically derived co-transcribed gene-groups with orthologous and homologous gene-groups (http://www.mcs.kent.edu/~arvind/orthos.html), the biochemical pathway template available at the KEGG database. (http://www.genome.ad.jp), the enzyme information derived from the SwissProt enzyme database (http://expasy.hcuge.ch/) and Ligand database (http://www.genome.ad.jp). The technique refines existing pathways (based upon network of reactions of enzymes) by associating corresponding non-enzymatic, regulatory, and cotranscribed proteins to enzymes. The technique has been illustrated by deriving a major pathway of M. tuberculosis by comparison with seven microbial genomes including E coli and B. subtilis - two microbes well explored in wet laboratories
Keywords :
biology computing; genetics; microorganisms; proteins; B. subtilis; E coli; KEGG database; Ligand database; M. tuberculosis; SwissProt enzyme database; automated microbial metabolic pathway reconstruction; automatically derived co-transcribed gene groups; biochemical pathway template; co-regulated gene groups; enzyme information; homologous gene groups; orthologous gene groups; pair-wise genome comparisons; Biochemistry; Bioinformatics; Computer science; Databases; Drugs; Genomics; Microorganisms; Pathogens; Proteins; World Wide Web;
Conference_Titel :
Bioinformatics and Bioengineering Conference, 2001. Proceedings of the IEEE 2nd International Symposium on
Conference_Location :
Bethesda, MD
Print_ISBN :
0-7695-1423-5
DOI :
10.1109/BIBE.2001.974431