Integrative Metabolomics of Targeted and Nontargeted Analyses in T2D Progression
Energy metabolism shifts occur early, while amino acid alterations emerge later stages. These stage-specific signatures may guide diabetes prevention strategies.
Authors
- Siyu Han (ORCID: https://orcid.org/0000-0001-8709-5564)
- Mengya Shi
- Shixiang Yu (ORCID: https://orcid.org/0000-0001-9724-6653)
- Barbara Thorand (ORCID: https://orcid.org/0000-0002-8416-6440)
- Cornelia Prehn (ORCID: https://orcid.org/0000-0002-1274-4715)
- Wolfgang Köenig (ORCID: https://orcid.org/0000-0002-2064-9603)
- Karsten Suhre (ORCID: https://orcid.org/0000-0001-9638-3912)
- Makoto Harada (ORCID: https://orcid.org/0000-0002-6209-7683)
- Jerzy Adamski (ORCID: https://orcid.org/0000-0001-9259-0199)
- Gabi Kastenmüller (ORCID: https://orcid.org/0000-0002-2368-7322)
- Rui Wang‐Sattler (ORCID: https://orcid.org/0000-0002-8794-8229)
- Sabrina Schlesinger (ORCID: https://orcid.org/0000-0003-4244-0832)
- Christian Gieger (ORCID: https://orcid.org/0000-0001-6986-9554)
- Annette Peters (ORCID: https://orcid.org/0000-0001-6645-0985)
- Birgit Linkohr (ORCID: https://orcid.org/0000-0002-3387-5685)
- Jianhong Ge (ORCID: https://orcid.org/0009-0003-2142-9084)
- Jiaqi Zheng
Institutions
- University of Ljubljana (SI)
- National University of Singapore (SG)
- Zimmer Biomet (Netherlands) (NL)
- Cornell University (US)
- Helmholtz Zentrum München (DE)
- Lander Institute (IL)
- German Centre for Cardiovascular Research (DE)
- Deutsches Herzzentrum München (DE)
- Deutsches Diabetes-Zentrum e.V. (DE)
- Weill Cornell Medical College in Qatar (QA)
- German Center for Diabetes Research (DE)
- Heinrich Heine University Düsseldorf (DE)
- Technical University of Munich (DE)
- Ludwig-Maximilians-Universität München (DE)
Publication Details
- Journal
- Diabetes Care
- Published
- 2025-12-03
- DOI
- https://doi.org/10.2337/dc25-1707
- Citations
- 1
- Primary Topic
- Metabolomics and Mass Spectrometry Studies
- Type
- article
- Field-Weighted Citation Impact
- 0.81
Funders
- European Federation of Pharmaceutical Industries and Associations
- European Commission
- Bundesministerium für Bildung und Forschung
- Bundesministerium für Gesundheit
- China Scholarship Council