RouteSearch A tool to find metabolic routes in a reaction network and

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Presentation transcript:

RouteSearch A tool to find metabolic routes in a reaction network and optimize new routes based on reactions from MetaCyc Wai Kit Ong March 2017

Objective of RouteSearch Finding the least cost route from a source compound to a target compound taking into account atoms lost, the length of the path, and the cost of adding new reactions. Can be used for: Analyzing efficient pathways in an organism Engineering new productive metabolic pathways (non-native reactions from MetaCyc)

Using RouteSearch RouteSearch is available as a web interface only (not on Pathway Tools desktop) If new routes from MetaCyc are desired: Start Pathway Tools web server Use the “-www -metroute-metacyc” start up options Select the organism to “search” from link “change organism database” on web page RouteSearch is accessible from command “Metabolic Route Search” under the top menu bar “Metabolism”

Opening RouteSearch

Web Interface

Example 1 From pyruvate to isobutanol (EcoCyc and MetaCyc) Best route: 2 carbon atoms and 1 oxygen atom conserved; 5 reactions, 1 from MetaCyc MetaCyc reaction cost = 10, Native reaction cost = 5, Atom lost cost = 15

Example 2 From L-tyrosine to umbelliferone Best route: 9 carbon atoms and 2 oxygen atoms conserved; 4 reactions from MetaCyc MetaCyc reaction cost = 10, Native reaction cost = 5, Atom lost cost = 15

Example 3 From 3-methyl-2-oxobutanoate to 3-methylbutanol Best route: 4 carbon atoms and 1 oxygen atom conserved; 5 reactions, 2 from MetaCyc MetaCyc reaction cost = 10, Native reaction cost = 5, Atom lost cost = 15

Example 4 From aldehydo-D-xylose to ethylene glycol Best route: 2 carbon atoms and 2 oxygen atoms conserved; 4 reactions, 1 from MetaCyc No path exists in EcoCyc alone that conserves any atoms MetaCyc reaction cost = 10, Native reaction cost = 5, Atom lost cost = 15

Algorithm, Atom Mappings RouteSearch uses a Branch-and-Bound algorithm Its efficiency depends on the length and number of routes MetaCyc reactions (> 12,000) have atom mapping data Available at BioCyc.org without MetaCyc Install Pathway Tools to enable search using MetaCyc

Reference Mario Latendresse, Markus Krummenacker, Peter D. Karp, Optimal metabolic route search based on atom mappings, Bioinformatics, doi: 10.1093/bioinformatics/btu150, March 2014 Research was funded by the Department of Energy (DoE)