Novel type 2 diabetes prediction score based on traditional risk factors and circulating metabolites: model derivation and validation in two large cohort studies
The ESTHER study was funded by grants from the Baden-Württemberg state Ministry of Science, Research and Arts (Stuttgart, Germany), the Federal Ministry of Education and Research (Berlin, Germany), the Federal Ministry of Family Affairs, Senior Citizens, Women and Youth (Berlin, Germany), and the Saarland State Ministry of Health, Social Affairs, Women and the Family (Saarbrücken, Germany). The UK Biobank project was established through collaboration between various entities including the Wellcome Trust, the Medical Research Council, Department of Health, Scottish Government, and the Northwest Regional Development Agency. Additional funding was provided by the Welsh Assembly Government, British Heart Foundation, Cancer Research UK, and Diabetes UK, with support from the National Health Service (NHS). The German Diabetes Center is funded by the German Federal Ministry of Health (Berlin, Germany) and the Ministry of Culture and Science of the state North Rhine-Westphalia (Düsseldorf, Germany) and receives additional funding from the German Federal Ministry of Education and Research (BMBF) through the German Center for Diabetes Research (DZD e.V.).
Authors
- Ben Schöttker (ORCID: https://orcid.org/0000-0002-1217-4521)
- Ruijie Xie (ORCID: https://orcid.org/0000-0002-1635-962X)
- Hermann Brenner (ORCID: https://orcid.org/0000-0002-6129-1572)
- Christian Herder (ORCID: https://orcid.org/0000-0002-2050-093X)
- Sha Sha (ORCID: https://orcid.org/0000-0002-4007-777X)
- Lei Peng (ORCID: https://orcid.org/0000-0001-8754-020X)
Institutions
- German Cancer Research Center (DE)
- Heidelberg University (DE)
- Düsseldorf University Hospital (DE)
- Heidelberg Engineering (Germany) (DE)
- Deutsches Diabetes-Zentrum e.V. (DE)
- German Center for Diabetes Research (DE)
- Heinrich Heine University Düsseldorf (DE)
- Heidelberg University (US)
Publication Details
- Journal
- EClinicalMedicine
- Published
- 2024-12-06
- DOI
- https://doi.org/10.1016/j.eclinm.2024.102971
- Citations
- 22
- Primary Topic
- Metabolomics and Mass Spectrometry Studies
- Type
- article
- Field-Weighted Citation Impact
- 5.14
Funders
- Wellcome Trust
- Cancer Research UK
- British Heart Foundation
- Diabetes UK
- Bundesministerium für Bildung und Forschung
- Bundesministerium für Gesundheit
- Northwest Regional Development Agency
- China Scholarship Council
- Medical Research Council