SRI International Bioinformatics 1 Pathway Tools: Recent Developments GMOD Meeting, June 2006.

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Presentation transcript:

SRI International Bioinformatics 1 Pathway Tools: Recent Developments GMOD Meeting, June 2006

SRI International Bioinformatics 2 Pathway Tools Software PathoLogic l Predicts operons, metabolic network, pathway hole fillers, from genome l Computational creation of new Pathway/Genome Databases Pathway/Genome Editors l Distributed curation of PGDBs l Distributed object database system, interactive editing tools Pathway/Genome Navigator l WWW publishing of PGDBs l Querying, visualization of pathways, chromosomes, operons l Analysis operations u Pathway visualization of gene-expression data u Global comparisons of metabolic networks

SRI International Bioinformatics 3 BioCyc Collection of Pathway/Genome Databases Pathway/Genome Database (PGDB) – combines information about l Pathways, reactions, substrates l Enzymes, transporters l Genes, replicons l Transcription factors/sites, promoters, operons Tier 1: Literature-Derived PGDBs l MetaCyc l EcoCyc -- Escherichia coli K-12 Tier 2: Computationally-derived DBs, Some Curation PGDBs l HumanCyc l Mycobacterium tuberculosis Tier 3: Computationally-derived DBs, No Curation DBs

SRI International Bioinformatics 4 PGDBs Created by External Users 600+ licensees groups applying software to 100+ organisms Software freely available to academics; Each PGDB owned by its creator Saccharomyces cerevisiae, SGD project, Stanford University TAIR, Carnegie Institution of Washington dictyBase, Northwestern University GrameneDB, Cold Spring Harbor Laboratory Planned: l CGD (Candida albicans), Stanford University l MGD (Mouse), Jackson Laboratory l RGD (Rat), Medical College of Wisconsin l WormBase ( C. elegans ), Caltech Large scale users: l C. Medigue, Genoscope, 67 PGDBs l G. Burger, U Montreal, 20 PGDBs Selected others: l G. Church, Harvard, Prochlorococcus marinus MED4 l Larimer/Uberbacher, ORNL, Shewanella onedensis l J. Keasling, UC Berkeley, Desulfovibrio vulgaris l Fiona Brinkman, Simon Fraser Univ, Pseudomonas aeruginosa

SRI International Bioinformatics 5 Recent Developments: Version 9.5, September 2005 New interfaces to Oracle and MySQL Cell Component Ontology (CCO) introduced Interface to Marvin chemical structure editor PathoLogic ported to Windows PathoLogic can use other organism PGDBs for pathway prediction Transport Inference Parser Support for detection and merging of duplicate reactions

SRI International Bioinformatics 6 Overview and Omics Viewer Magnified views of pathways in Web Overview Display omics data on individual pathways Choice of 3-color display or full spectrum Table of pathways

SRI International Bioinformatics 7 Overview and Omics Viewer

SRI International Bioinformatics 8 Omics Viewer – Table View

SRI International Bioinformatics 9 Cross-Species Comparative Operations Comparative genome browser Tables comparing pathways, reactions, proteins, transcription units, metabolites across organisms Cross-species comparison of individual pathways and reactions

SRI International Bioinformatics 10 Comparative Genome Browser One master organism that anchors the comparison Set of selected organisms One gene of master organism directs the alignment Ortholog dblinks are followed to the selected organisms Ortholog links can be bulk loaded (UG II ) BioCyc uses best bi-directional BLAST hits (from CMR), stored in a MySQL db Genes connected by ortholog links have same color

SRI International Bioinformatics 11 Comparative Genome Browser

SRI International Bioinformatics 12 Cross-Species Pathway Comparison

SRI International Bioinformatics 13 Cross-Species Pathway Comparison

SRI International Bioinformatics 14 Recent Developments: Version 10.0, March 2006 Added support for Gene Ontology New author crediting system

SRI International Bioinformatics 15 Author Crediting System For Pathways & Enzymes Types of Credit: Created, Reviewed, Revised Home Pages for Authors and Organizations

SRI International Bioinformatics 16 Coming in Version 10.5 Overview semantic zooming Generate metabolic poster Spell checker within editing tools l Will use dictionary of biomedical terms New sequence retrieval dialog Hole filler will work under Windows One-click pathway output to BioPAX Compound duplicate checker Consistency checker available through GUI

SRI International Bioinformatics 17 New Overview Semantic Zooming Capabilities Can enlarge overview diagram to show l Arrowheads on reaction arrows (120%) l Substrate names and pathway labels (200%) l Enzyme, gene names (300%, but more readable at 400%) l At 400%, you have a diagram suitable for poster printing Automatic poster printing facility l Can customize title, text, highlighting, etc. l Can custom build overview specifically for poster u Include/exclude enzyme names, gene names, EC numbers u Change font sizes u Alter aspect ratio Unfortunately, overview diagram now takes longer to generate (approx 1 hour vs. several minutes)

SRI International Bioinformatics 18 Fragment of Overview at 200% Zoom

SRI International Bioinformatics 19 Fragment of Overview at 400% Zoom

SRI International Bioinformatics 20 Using Overview Diagram for Global Queries (Desktop Application) Species Comparison Highlight list of genes or reactions from file Variety of “canned” queries See all connections from one or more selected metabolites API to highlight based on user computations Can save highlights to (& reload from) a human-readable file

SRI International Bioinformatics 21 Using Omics Viewer for Global Analyses Show gene expression, proteomics, metabolomics data Customizable color schemes Can superimpose results of multiple datasets on single display, or show as animation Can also be used to show results of global computational analyses – anything that assigns a number to a gene, protein, reaction or substrate, or subdivides them into groups Navigate from Omics Viewer to pathway displays to see omics data on a single pathway