Integrative Metabolomics of Targeted and Nontargeted Analyses in T2D Progression
Year: 2025
Type: article
Language: en
Topic: Metabolomics and Mass Spectrometry Studies
Authors and affiliations:
raw_author_name: Jianhong Ge
raw_affiliation_strings: German Center for Diabetes Research (DZD) 3 , Partner Neuherberg, Neuherberg, Germany
Institute of Translational Genomics, Helmholtz Zentrum München, German Research Center for Environmental Health 2 , Neuherberg, Germany
TUM School of Medicine and Health, Technical University of Munich 1 , Munich, Germany
3German Center for Diabetes Research (DZD), Partner Neuherberg, Neuherberg, Germany
2Institute of Translational Genomics, Helmholtz Zentrum München, German Research Center for Environmental Health, Neuherberg, Germany
1TUM School of Medicine and Health, Technical University of Munich, Munich, Germany
raw_author_name: Siyu Han
raw_affiliation_strings: Institute of Translational Genomics, Helmholtz Zentrum München, German Research Center for Environmental Health 2 , Neuherberg, Germany
2Institute of Translational Genomics, Helmholtz Zentrum München, German Research Center for Environmental Health, Neuherberg, Germany
raw_author_name: Mengya Shi
raw_affiliation_strings: German Center for Diabetes Research (DZD) 3 , Partner Neuherberg, Neuherberg, Germany
Institute of Translational Genomics, Helmholtz Zentrum München, German Research Center for Environmental Health 2 , Neuherberg, Germany
TUM School of Medicine and Health, Technical University of Munich 1 , Munich, Germany
2Institute of Translational Genomics, Helmholtz Zentrum München, German Research Center for Environmental Health, Neuherberg, Germany
1TUM School of Medicine and Health, Technical University of Munich, Munich, Germany
3German Center for Diabetes Research (DZD), Partner Neuherberg, Neuherberg, Germany
raw_author_name: Makoto Harada
raw_affiliation_strings: Institute of Translational Genomics, Helmholtz Zentrum München, German Research Center for Environmental Health 2 , Neuherberg, Germany
2Institute of Translational Genomics, Helmholtz Zentrum München, German Research Center for Environmental Health, Neuherberg, Germany
raw_author_name: Shixiang Yu
raw_affiliation_strings: German Center for Diabetes Research (DZD) 3 , Partner Neuherberg, Neuherberg, Germany
Institute of Translational Genomics, Helmholtz Zentrum München, German Research Center for Environmental Health 2 , Neuherberg, Germany
TUM School of Medicine and Health, Technical University of Munich 1 , Munich, Germany
3German Center for Diabetes Research (DZD), Partner Neuherberg, Neuherberg, Germany
2Institute of Translational Genomics, Helmholtz Zentrum München, German Research Center for Environmental Health, Neuherberg, Germany
1TUM School of Medicine and Health, Technical University of Munich, Munich, Germany
raw_author_name: Jiaqi Zheng
raw_affiliation_strings: German Center for Diabetes Research (DZD) 3 , Partner Neuherberg, Neuherberg, Germany
Institute of Translational Genomics, Helmholtz Zentrum München, German Research Center for Environmental Health 2 , Neuherberg, Germany
2Institute of Translational Genomics, Helmholtz Zentrum München, German Research Center for Environmental Health, Neuherberg, Germany
3German Center for Diabetes Research (DZD), Partner Neuherberg, Neuherberg, Germany
raw_author_name: Cornelia Prehn
raw_affiliation_strings: Metabolomics and Proteomics Core, Helmholtz Zentrum München, German Research Center for Environmental Health 4 , Neuherberg, Germany
4Metabolomics and Proteomics Core, Helmholtz Zentrum München, German Research Center for Environmental Health, Neuherberg, Germany
raw_author_name: Jerzy Adamski
raw_affiliation_strings: Department of Biochemistry, Yong Loo Lin School of Medicine, National University of Singapore 6 , Singapore, Singapore
Institute of Biochemistry, Faculty of Medicine, University of Ljubljana 7 , Ljubljana, Slovenia
Institute of Experimental Genetics, Helmholtz Zentrum München, German Research Center for Environmental Health 5 , Neuherberg, Germany
5Institute of Experimental Genetics, Helmholtz Zentrum München, German Research Center for Environmental Health, Neuherberg, Germany
7Institute of Biochemistry, Faculty of Medicine, University of Ljubljana, Ljubljana, Slovenia
6Department of Biochemistry, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
raw_author_name: Gabi Kastenmüller
raw_affiliation_strings: Institute of Computational Biology, Helmholtz Zentrum München, German Research Center for Environmental Health 8 , Neuherberg, Germany
8Institute of Computational Biology, Helmholtz Zentrum München, German Research Center for Environmental Health, Neuherberg, Germany
raw_author_name: Sabrina Schlesinger
raw_affiliation_strings: Institute for Biometrics and Epidemiology, German Diabetes Center, Leibniz Center for Diabetes Research at Heinrich Heine University 9 , Düsseldorf, Germany
9Institute for Biometrics and Epidemiology, German Diabetes Center, Leibniz Center for Diabetes Research at Heinrich Heine University, Düsseldorf, Germany
raw_author_name: Wolfgang Koenig
raw_affiliation_strings: Deutsches Herzzentrum München, Technische Universität München 10 , München, Germany
10Deutsches Herzzentrum München, Technische Universität München, München, Germany
raw_author_name: Birgit Linkohr
raw_affiliation_strings: Institute of Epidemiology, Helmholtz Zentrum München, German Research Center for Environmental Health 11 , Neuherberg, Germany
Munich Heart Alliance, German Center for Cardiovascular Health (DZHK E.V., Partner-Site Munich) 12 , Munich, Germany
12Munich Heart Alliance, German Center for Cardiovascular Health (DZHK E.V., Partner-Site Munich), Munich, Germany
11Institute of Epidemiology, Helmholtz Zentrum München, German Research Center for Environmental Health, Neuherberg, Germany
raw_author_name: Barbara Thorand
raw_affiliation_strings: German Center for Diabetes Research (DZD) 3 , Partner Neuherberg, Neuherberg, Germany
Institute for Medical Information Processing, Biometry, and Epidemiology (IBE), Faculty of Medicine 13 , Ludwig-Maximilians-Universität München, Pettenkofer School of Public Health, Munich, Germany
Institute of Epidemiology, Helmholtz Zentrum München, German Research Center for Environmental Health 11 , Neuherberg, Germany
13Institute for Medical Information Processing, Biometry, and Epidemiology (IBE), Faculty of Medicine, Ludwig-Maximilians-Universität München, Pettenkofer School of Public Health, Munich, Germany
3German Center for Diabetes Research (DZD), Partner Neuherberg, Neuherberg, Germany
11Institute of Epidemiology, Helmholtz Zentrum München, German Research Center for Environmental Health, Neuherberg, Germany
raw_author_name: Karsten Suhre
raw_affiliation_strings: Bioinformatics Core, Weill Cornell Medicine-Qatar 14 , Education City, Doha, Qatar
Englander Institute for Precision Medicine 15 , Weill Cornell Medicine, New York, NY
15Englander Institute for Precision Medicine, Weill Cornell Medicine, New York, NY
14Bioinformatics Core, Weill Cornell Medicine-Qatar, Education City, Doha, Qatar
raw_author_name: Christian Gieger
raw_affiliation_strings: Institute of Epidemiology, Helmholtz Zentrum München, German Research Center for Environmental Health 11 , Neuherberg, Germany
Research Unit of Molecular Epidemiology, Helmholtz Zentrum München 16 , German Research Center for Environmental Health, Neuherberg, Germany
16Research Unit of Molecular Epidemiology, Helmholtz Zentrum München, German Research Center for Environmental Health, Neuherberg, Germany
raw_author_name: Annette Peters
raw_affiliation_strings: German Center for Diabetes Research (DZD) 3 , Partner Neuherberg, Neuherberg, Germany
Institute for Medical Information Processing, Biometry, and Epidemiology (IBE), Faculty of Medicine 13 , Ludwig-Maximilians-Universität München, Pettenkofer School of Public Health, Munich, Germany
Institute of Epidemiology, Helmholtz Zentrum München, German Research Center for Environmental Health 11 , Neuherberg, Germany
Munich Heart Alliance, German Center for Cardiovascular Health (DZHK E.V., Partner-Site Munich) 12 , Munich, Germany
12Munich Heart Alliance, German Center for Cardiovascular Health (DZHK E.V., Partner-Site Munich), Munich, Germany
3German Center for Diabetes Research (DZD), Partner Neuherberg, Neuherberg, Germany
11Institute of Epidemiology, Helmholtz Zentrum München, German Research Center for Environmental Health, Neuherberg, Germany
13Institute for Medical Information Processing, Biometry, and Epidemiology (IBE), Faculty of Medicine, Ludwig-Maximilians-Universität München, Pettenkofer School of Public Health, Munich, Germany
raw_author_name: Rui Wang-Sattler
raw_affiliation_strings: German Center for Diabetes Research (DZD) 3 , Partner Neuherberg, Neuherberg, Germany
Institute for Medical Information Processing, Biometry, and Epidemiology (IBE), Faculty of Medicine 13 , Ludwig-Maximilians-Universität München, Pettenkofer School of Public Health, Munich, Germany
Institute of Translational Genomics, Helmholtz Zentrum München, German Research Center for Environmental Health 2 , Neuherberg, Germany
2Institute of Translational Genomics, Helmholtz Zentrum München, German Research Center for Environmental Health, Neuherberg, Germany
3German Center for Diabetes Research (DZD), Partner Neuherberg, Neuherberg, Germany
13Institute for Medical Information Processing, Biometry, and Epidemiology (IBE), Faculty of Medicine, Ludwig-Maximilians-Universität München, Pettenkofer School of Public Health, Munich, Germany