TY - JOUR A1 - Lisec, Jan A1 - Hoffmann, F. A1 - Jaeger, C. A1 - Bhattacharya, A. A1 - Schmitt, C. A. T1 - Nontargeted Identification of Tracer Incorporation in High- Resolution Mass Spectrometry JF - Analytical Chemistry N2 - “Fluxomics” refers to the systematic analysis of metabolic fluxes in a biological system and may uncover novel dynamic properties of metabolism that remain undetected in conventional metabolomic approaches. In labeling experiments, tracer molecules are used to track changes in the isotopologue distribution of metabolites, which allows one to estimate fluxes in the metabolic network. Because unidentified compounds cannot be mapped on pathways, they are often neglected in labeling experiments. However, using recent developments in de novo annotation may allow to harvest the information present in these compounds if they can be identified. Here, we present a novel tool (HiResTEC) to detect tracer incorporation in high-resolution mass spectrometry data sets. The software automatically extracts a comprehensive, nonredundant list of all compounds showing more than 1% tracer incorporation in a nontargeted fashion. We explain and show in an example data set how mass precision and other filter heuristics, calculated on the raw data, can efficiently be used to reduce redundancy and noninformative signals by 95%. Ultimately, this allows to quickly investigate any labeling experiment for a complete set of labeled compounds (here 149) with acceptable false positive rates. We further re-evaluate a published data set from liquid chromatography-electrospray ionization (LC-ESI) to demonstrate broad applicability of our tool and emphasize importance of quality control (QC) tests. HiResTEC is provided as a package in the open source software framework R and is freely available on CRAN. KW - Fluxomics KW - R package KW - Mass-Spectrometry PY - 2018 DO - https://doi.org/10.1021/acs.analchem.8b00356 VL - 90 IS - 12 SP - 7253 EP - 7260 PB - ACS Publications AN - OPUS4-45493 LA - eng AD - Bundesanstalt fuer Materialforschung und -pruefung (BAM), Berlin, Germany ER - TY - CONF A1 - Lisec, Jan T1 - Mass-Spectrometry to conduct metabolomics experiments N2 - The presentation gives an overview in MS-Technology, the process of metabolomics experiments and the use in Fluxomics studies as a particular example. T2 - Seminar CY - Max Delbrück Center for Molecular Medicine, Germany DA - 21.03.2019 KW - Mass-Spectrometry KW - Fluxomics PY - 2019 AN - OPUS4-47663 LA - eng AD - Bundesanstalt fuer Materialforschung und -pruefung (BAM), Berlin, Germany ER -