Metabolomics – A Tool for Grouping of Chemicals and Illustration of Mechanism of Action By Kasper Skov Agenda • Introduction – Metabolism and metabolomics – Mass spectrometry – Statistics • Results – Influence of Perfluorononanoic acid (PFNA) ± mixture of EDC on rat blood metabolome • Conclusion 2 DTU Food, Technical University of Denmark Cocktail Seminar 19/03-2015 Metabolomics • Analysis of all (or as many as possible) low molecular weight metabolites in a specific biological compartment. In the present study rat blood. Metabolism Metabolomics is the scientific study of chemical processes involving metabolites. Specifically, metabolomics is the "systematic study of the unique chemical fingerprints that specific cellular processes leave behind", the study of their small-molecule metabolite profiles. The metabolome represents the collection of all metabolites in a biological cell, tissue, organ or organism, which are the end products of cellular processes. 3 DTU Food, Technical University of Denmark Wikipedia Cocktail Seminar 19/03-2015 Compounds in the metabolome, examples Amino acids cholesterol 4 DTU Food, Technical University of Denmark carbohydrates Fatty acids Cocktail Seminar 19/03-2015 Metabolomics - relation to other omics • Analysis of the metabolism [omics = analysis of ; metabol = metabolism] 5 DTU Food, Technical University of Denmark Cocktail Seminar 19/03-2015 Mass spectrometry 343.123488 6 DTU Food, Technical University of Denmark Cocktail Seminar 19/03-2015 Analysis one chromatogram from each animal m/z 1000 800 600 400 200 0 7 DTU Food, Technical University of Denmark 2 4 6 8 10 Time [min] Cocktail Seminar 19/03-2015 Statistics – a tool for identification Comparison of exposed vs non-exposed animals PC 2 0.50 0.25 0.00 Animaldata -0.25 -0.50 -0.4 0.0 0.4 PC 1 Scoreplot 8 DTU Food, Technical University of Denmark Cocktail Seminar 19/03-2015 Design of rat study 9 DTU Food, Technical University of Denmark Cocktail Seminar 19/03-2015 Metabolomics – workflow 10 DTU Food, Technical University of Denmark Cocktail Seminar 19/03-2015 Results PFNA Experiment 11 DTU Food, Technical University of Denmark Cocktail Seminar 19/03-2015 Low dose effect 12 DTU Food, Technical University of Denmark Cocktail Seminar 19/03-2015 Phospholipids Cocktail effect? Or similar composition 13 DTU Food, Technical University of Denmark Cocktail Seminar 19/03-2015 Mechanisms of action for PFNA • Decreased plasma lipid levels • Activation of Peroxisome proliferator-activated receptor (PPAR) • Two possible MoA – PPAR is activated => increased beta-oxidation, explaining the decreased levels of plasma lipids – The plasma lipid concentration is lower due to a response to achieve more energy to protect the body 14 DTU Food, Technical University of Denmark Cocktail Seminar 19/03-2015 Metabolomics Conclusion and future perspective • We identified changes in the metabolism even at low dose exposure • Study how exogenous compounds effect the body metabolome. • With a larger database of toxicity studies with metabolomic investigation. Grouping of chemicals which similar mechanism of action based on similar changes in metabolite panels. 15 DTU Food, Technical University of Denmark Cocktail Seminar 19/03-2015 Thanks to • The cocktail team. • Danish Veterinary and Food Administration • Ministry of Food, Agriculture and Fisheries 16 DTU Food, Technical University of Denmark Cocktail Seminar 19/03-2015 Questions ? 17 DTU Food, Technical University of Denmark Cocktail Seminar 19/03-2015
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