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Comparative Analysis in BioCyc

Explore various ways to compare PGDB data in BioCyc through multi-organism search, metabolic map comparisons, and object sameness across databases. Use the Second Database Selector and Cross-Organism Search for detailed comparative analysis. Save Organism Groups, compare metabolic maps, and conduct Ortholog-Based Comparison Operations. Access web-based tools for generating tables comparing biological entities in different organisms.

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Comparative Analysis in BioCyc

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  1. Comparative Analysis in BioCyc

  2. Comparative Genomics Tools • Several ways to compare PGDB data • All relevant PGDBs must be loaded into one instance of Pathway Tools • Multi-organism search • Compare objects across databases • Compare genome regions around orthologous genes • Metabolic map comparisons • Web-based comparative analysis tables

  3. Web: Second Database Selector There are two different organism selectors in BioCyc The first: found at the top of the page, selects a single organism/database The second: a multi-organism selector, used for comparative analyses Analysis → Comparative Analysis ; Choose Organisms button On gene page: Change organisms/databases for comparison operations

  4. Save Organism Groups with Web Accounts Note My Lists tab on the multi-organism selector for comparative analyses You can save groups of organisms for re-use at a later time

  5. Cross-Organism Search • Search -> Cross Organism Search • Specify • Search terms • Fields to search – Name and/or Summary • Object types • Organisms • Example: • Diphthamide across pathways of all archaea

  6. Sameness of Objects AcrossDatabases What does it mean for two objects to be the same? Compounds, Reactions, Pathways: same object ID Genes: same name or ortholog Proteins: same name

  7. Compare Objects AcrossDatabases Web mode Find object in one other database • Gene -> Show this gene in another database [Type] -> Show this [type] in another database [Type] -> Show this [type] in MetaCyc Find object in multiple other databases • [Type] -> Change organisms/databases for comparison operations • [Type] -> Search for this [type] in other databases Desktop mode Right-click Show -> Frame in other DB

  8. Pathway Comparison Species Comparison in right-sidebar menu Uses current multi-organism selection Evidence glyph (enzymes for reactions ?) Green – reaction has an associated enzyme in this organism Blue – the Hole Filler has predicted an enzyme for this reaction Black – no enzyme, sorry Orange – unique: Within this PGDB, this reaction is only assigned to this one pathway Magenta – spontaneous reaction, or “other” lines (like polymerization repetition) Enzymes and associated genes list: Grouped by reaction Operons: Shows pathway genes colored dark purple in their TUs

  9. Compare Metabolic MapsVia Cellular Overview Desktop: Overviews -> Highlight -> Species Comparison A reaction is shared between two PGDBs if, for both PGDBs: The reaction occurs spontaneously, or An enzyme is present that catalyzes the reaction If the same reaction exists as a pathway hole in two PGDBs, it will not be highlighted

  10. Ortholog-BasedComparison Operations Orthologs in BioCyc • Computed via pairwise BLAST between proteomes • Orthologs are bi-directional best BLAST hits • Ties broken using alignment length/identity • Some BioCyc genomes lack ortholog data Orthologs drive a number of comparative operations

  11. Ortholog-BasedComparison Operations Right-sidebar menu Show gene in other database(s) Show orthologs with operon diagrams Align in multi-genome browser Sequence alignments

  12. Align in Multi-Genome Browser See a gene and its orthologs in their respective contexts Web Gene page: Comparison Operations → Align in Multi-Genome Browser

  13. Web-based Comparative Analyses • Generate tables comparing the presence of biological entities in different organisms • Also useful as a way to obtain statistics on one organism • Analysis → Comparative Analysis • Select what you want to compare • Select the organisms you want to compare • Will generate a table with items you can click through on

  14. Comparative Analysis Example Select Pathways and three organisms Multiple tables result Pathways by class Presence of pathway holes Each type of item (pathways, reactions, etc) has different tables Clicking on a pathway class generates a table comparing the actual pathways within that class Can then click through to cross-species comparison (like from the pathway pages)

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