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Characterization of missing values in untargeted MS-based metabolomics data and evaluation of missing data handling strategies
Kieu Trinh Do, Simone Wahl, Johannes Raffler, Sophie Molnos, Michael Laimighofer, Jerzy Adamski, Karsten Suhre, Konstantin Strauch, Annette Peters, Christian Gieger, Claudia Langenberg, Isobel D. Stewart, Fabian J. Theis, Harald Grallert, Gabi Kastenmüller, Jan Krumsiek
doi: https://doi.org/10.1101/260281
Kieu Trinh Do
1Institute of Computational Biology, Helmholtz-Zentrum München, Neuherberg, Germany
Simone Wahl
2Institute of Epidemiology II, Helmholtz Zentrum München, German Research Center for Environmental Health, Neuherberg, Germany
3Research Unit of Molecular Epidemiology, Helmholtz Zentrum München, German Research Center for Environmental Health, Neuherberg, Germany
4German Center for Diabetes Research (DZD e.V.), Neuherberg, Germany
Johannes Raffler
5Institute of Bioinformatics and Systems Biology, Helmholtz-Zentrum München, Neuherberg, Germany
Sophie Molnos
2Institute of Epidemiology II, Helmholtz Zentrum München, German Research Center for Environmental Health, Neuherberg, Germany
3Research Unit of Molecular Epidemiology, Helmholtz Zentrum München, German Research Center for Environmental Health, Neuherberg, Germany
4German Center for Diabetes Research (DZD e.V.), Neuherberg, Germany
Michael Laimighofer
1Institute of Computational Biology, Helmholtz-Zentrum München, Neuherberg, Germany
Jerzy Adamski
6Institute of Experimental Genetics, Genome Analysis Center Helmholtz Zentrum München, Neuherberg, Germany
7Lehrstuhl für Experimentelle Genetik, Technische Universität München, Freising-Weihenstephan, Germany
Karsten Suhre
9Department of Physiology and Biophysics, Weill Cornell Medical College in Qatar, Education City, Doha, Qatar
Konstantin Strauch
10Institute of Genetic Epidemiology, Helmholtz Zentrum München–German Research Center for Environmental Health, Neuherberg, Germany
11Chair of Genetic Epidemiology, Institute of Medical Informatics, Biometry and Epidemiology, Ludwig-Maximilians-University, Munich, Germany
Annette Peters
2Institute of Epidemiology II, Helmholtz Zentrum München, German Research Center for Environmental Health, Neuherberg, Germany
3Research Unit of Molecular Epidemiology, Helmholtz Zentrum München, German Research Center for Environmental Health, Neuherberg, Germany
Christian Gieger
2Institute of Epidemiology II, Helmholtz Zentrum München, German Research Center for Environmental Health, Neuherberg, Germany
3Research Unit of Molecular Epidemiology, Helmholtz Zentrum München, German Research Center for Environmental Health, Neuherberg, Germany
Claudia Langenberg
12MRC Epidemiology Unit, University of Cambridge, Cambridge, United Kingdom
Isobel D. Stewart
12MRC Epidemiology Unit, University of Cambridge, Cambridge, United Kingdom
Fabian J. Theis
1Institute of Computational Biology, Helmholtz-Zentrum München, Neuherberg, Germany
13Department of Mathematics, Technische Universität München, Garching, Germany
Harald Grallert
2Institute of Epidemiology II, Helmholtz Zentrum München, German Research Center for Environmental Health, Neuherberg, Germany
3Research Unit of Molecular Epidemiology, Helmholtz Zentrum München, German Research Center for Environmental Health, Neuherberg, Germany
4German Center for Diabetes Research (DZD e.V.), Neuherberg, Germany
Gabi Kastenmüller
4German Center for Diabetes Research (DZD e.V.), Neuherberg, Germany
5Institute of Bioinformatics and Systems Biology, Helmholtz-Zentrum München, Neuherberg, Germany
Jan Krumsiek
1Institute of Computational Biology, Helmholtz-Zentrum München, Neuherberg, Germany
4German Center for Diabetes Research (DZD e.V.), Neuherberg, Germany
14Institute for Computational Biomedicine, Englander Institute for Precision Medicine, Department of Physiology and Biophysics, Weill Cornell Medicine, New York, USA
Article usage
Posted March 02, 2018.
Characterization of missing values in untargeted MS-based metabolomics data and evaluation of missing data handling strategies
Kieu Trinh Do, Simone Wahl, Johannes Raffler, Sophie Molnos, Michael Laimighofer, Jerzy Adamski, Karsten Suhre, Konstantin Strauch, Annette Peters, Christian Gieger, Claudia Langenberg, Isobel D. Stewart, Fabian J. Theis, Harald Grallert, Gabi Kastenmüller, Jan Krumsiek
bioRxiv 260281; doi: https://doi.org/10.1101/260281
Characterization of missing values in untargeted MS-based metabolomics data and evaluation of missing data handling strategies
Kieu Trinh Do, Simone Wahl, Johannes Raffler, Sophie Molnos, Michael Laimighofer, Jerzy Adamski, Karsten Suhre, Konstantin Strauch, Annette Peters, Christian Gieger, Claudia Langenberg, Isobel D. Stewart, Fabian J. Theis, Harald Grallert, Gabi Kastenmüller, Jan Krumsiek
bioRxiv 260281; doi: https://doi.org/10.1101/260281
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