ParticipantID: Dunn and Birmingham Category: Category1 and category 2 Authors:Members of Dunn and Viant groups at University of Birmingham, UK Affiliations:University of Birmingham, UK Automatic pipeline:No Spectral libraries:No Abstract The group automatically applied workflow 2 of PUTMEDID-LCMS to calculate one or multiple molecular formula that matched the accurate mass of the neutral metabolite. The group then automatically or manually searched MMD, KEGG and ChemSpider in this order to define potential metabolite structures, which were manually filtered in relation to isotopes present or absent and 12C/13C ratios for instruments where an accurate ratio can be calculated. The structures were applied in MetFrag to calculate matches between in-silico fragmentation and experimental data; these data were manually assessed to remove biologically unreasonable metabolites. We processed only the LC-MS challenges as follows: 1,2,3,4,5,6,10,13,14,15,17. The challenge data were converted to molecular formula(s), searched against MMD, KEGG and Chemspider and comparison of experimental and in-silico fragmentation data were compared in MetFrag v0.9.