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Proteomic and metabolomic signatures in prediabetes progressing to diabetes or reversing to normoglycemia within one-year

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posted on 2025-01-02, 20:35 authored by Marko Barovic, Joke Johanna Hahn, Annett Heinrich, Trishla Adhikari, Peter Schwarz, Peter Mirtschink, Alexander Funk, Stefan Kabisch, Andreas FH Pfeiffe, Matthias Blüher, Jochen Seissler, Norbert Stefan, Robert Wagner, Andreas Fritsche, Reiner Jumpertz von Schwartzenberg, Sarantis Chlamydas, Hani Harb, Christos S. Mantzoros, Triantafyllos Chavakis, Annette Schürmann, Andreas L. Birkenfeld, Michael Roden, Michele Solimena, Stefan R Bornstein, Nikolaos Perakakis

Objective: Progression of prediabetes to type 2 diabetes has been associated with beta cell dysfunction, whereas its remission to normoglycemia has been related to improvement of insulin sensitivity. To understand the mechanisms and identify potential biomarkers related to prediabetes trajectories, we compared the proteomics and metabolomics profile of people with prediabetes progressing to diabetes or reversing to normoglycemia within a year.

Research Design and Methods: The fasting plasma concentrations of 1389 proteins and the fasting, 30 min and 120 min post-oral glucose tolerance test plasma concentrations of 152 metabolites were measured in up to 134 individuals with new-onset diabetes, prediabetes or normal glucose tolerance. For 108 participants the analysis was repeated with samples from one-year before, when all had prediabetes.

Results: The plasma concentrations of 14 proteins were higher in diabetes compared to normoglycemia in a population with prediabetes one-year before and they correlated with indices of insulin sensitivity. Higher levels of Dicarbonyl/L-xylulose-reductase and Glutathione S-transferase A3 at prediabetic state were associated with increased risk of diabetes one-year later. Pathway analysis pointed towards differences in immune response between diabetes versus normoglycemia that were already recognizable at prediabetic state one-year prior, at baseline. The Area-under-the-curve during OGTT of the concentrations of Intermediate-Density-Lipoprotein (IDL)-particles, IDL-Apolipoprotein B, IDL-Cholesterol was higher in new-onset diabetes compared to normoglycemia. The concentration of glutamate increased in prediabetes progressing to diabetes.

Conclusions: We identify new candidates associated with the progression of prediabetes to diabetes or its remission to normoglycemia. Pathways regulating immune response are related to prediabetes trajectories

Funding

NP has received funding for the current study by transCampus Dresden- King’s College London Science to Business Initiative funded from Deutsche Foschungsgemeinschaft (DFG) and by German Ministry of Research and Education - Bundesministerium für Bildung und Foschung (BMBF) – Deutsches Zentrum für Diabetesforschung (DZD e.V.). JJH was supported with a fellowship by the German Diabetes Society (Deutsche Diabetes Gesellschaft, DDG) related to this manuscript. RJS was funded by Helmholtz Young Investigator Group (VH-GN-1619) and EXC-2124 (03.007_0). AP and SK by German Center of Diabetes Research (DZD e.V.), German Ministry of Research and Education.

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