id: 06089150 dt: a an: 06089150 au: Hufsky, Franziska; Böcker, Sebastian ti: Comparing fragmentation trees from electron impact mass spectra with annotated fragmentation pathways. so: Böcker, Sebastian (ed.) et al., German conference on bioinformatics 2012, GCB’12, September 19‒22, 2012, Jena, Germany. Selected papers based on the presentations at the conference. Wadern: Schloss Dagstuhl ‒ Leibniz Zentrum für Informatik (ISBN 978-3-939897-44-6). OASIcs ‒ OpenAccess Series in Informatics 26, 12-22, electronic only (2012). py: 2012 pu: Wadern: Schloss Dagstuhl ‒ Leibniz Zentrum für Informatik la: EN cc: ut: metabolomics; GC-MS; computational mass spectrometry; fragmentation trees ci: li: doi:10.4230/OASIcs.GCB.2012.12 ab: Summary: Electron impact ionization (EI) is the most common form of ionization for GC-MS analysis of small molecules. This ionization method results in a mass spectrum not necessarily containing the molecular ion peak. The fragmentation of small compounds during EI is well understood, but manual interpretation of mass spectra is tedious and time-consuming. Methods for automated analysis are highly sought, but currently limited to database searching and rule-based approaches. With the computation of hypothetical fragmentation trees from high mass GC-MS data the high-throughput interpretation of such spectra may become feasible. We compare these trees with annotated fragmentation pathways. We find that fragmentation trees explain the origin of the ions found in the mass spectra in accordance to the literature. No peak is annotated with an incorrect fragment formula and 78.7\% of the fragmentation processes are correctly reconstructed. rv: