Proteomic and Metabolomic Signatures in Prediabetes Progressing to Diabetes or Reversing to Normoglycemia Within 1 Year

Research output: Contribution to journalResearch articleContributedpeer-review

Contributors

  • Marko Barovic - , Institute of Clinical Chemistry and Laboratory Medicine (Author)
  • Joke Johanna Hahn - , Department of Internal Medicine III, German Center for Diabetes Research (DZD), Paul Langerhans Institute Dresden (PLID) of the Helmholtz Center Munich (Author)
  • Annett Heinrich - , Department of Internal Medicine III, German Center for Diabetes Research (DZD), Paul Langerhans Institute Dresden (PLID) of the Helmholtz Center Munich (Author)
  • Trishla Adhikari - , Department of Internal Medicine III, German Center for Diabetes Research (DZD), Paul Langerhans Institute Dresden (PLID) of the Helmholtz Center Munich (Author)
  • Peter Schwarz - , Department of Internal Medicine III, German Center for Diabetes Research (DZD), Paul Langerhans Institute Dresden (PLID) of the Helmholtz Center Munich (Author)
  • Peter Mirtschink - , Institute of Clinical Chemistry and Laboratory Medicine, National Center for Tumor Diseases Dresden (Author)
  • Alexander Funk - , Institute of Clinical Chemistry and Laboratory Medicine, National Center for Tumor Diseases Dresden (Author)
  • Stefan Kabisch - , Charité – Universitätsmedizin Berlin (Author)
  • Andreas F H Pfeiffer - , German Institute of Human Nutrition Potsdam-Rehbruecke (Author)
  • Matthias Blüher - , Leipzig University (Author)
  • Jochen Seissler - , Hospital of the Ludwig-Maximilians-University (LMU) Munich (Author)
  • Norbert Stefan - , Helmholtz Zentrum München - German Research Center for Environmental Health, University of Tübingen (Author)
  • Robert Wagner - , German Diabetes Center Düsseldorf (Author)
  • Andreas Fritsche - , Helmholtz Zentrum München - German Research Center for Environmental Health, University of Tübingen (Author)
  • Reiner Jumpertz von Schwartzenberg - , Helmholtz Zentrum München - German Research Center for Environmental Health, University of Tübingen (Author)
  • Sarantis Chlamydas - , Olink Inc. (Author)
  • Hani Harb - , Institute of Medical Microbiology and Virology (Author)
  • Christos S Mantzoros - , VA Boston Healthcare System (Author)
  • Triantafyllos Chavakis - , Institute of Clinical Chemistry and Laboratory Medicine, National Center for Tumor Diseases Dresden, German Center for Diabetes Research (DZD), Paul Langerhans Institute Dresden (PLID) of the Helmholtz Center Munich (Author)
  • Annette Schürmann - , German Institute of Human Nutrition Potsdam-Rehbruecke (Author)
  • Andreas L Birkenfeld - , German Center for Diabetes Research (DZD), University of Tübingen (Author)
  • Michael Roden - , German Diabetes Center Düsseldorf (Author)
  • Michele Solimena - , German Center for Diabetes Research (DZD), Paul Langerhans Institute Dresden (PLID) of the Helmholtz Center Munich (Author)
  • Stefan R Bornstein - , Department of Internal Medicine III, German Center for Diabetes Research (DZD), King's College London (KCL), Paul Langerhans Institute Dresden (PLID) of the Helmholtz Center Munich (Author)
  • Nikolaos Perakakis - , Department of Internal Medicine III, German Center for Diabetes Research (DZD), Paul Langerhans Institute Dresden (PLID) of the Helmholtz Center Munich (Author)

Abstract

OBJECTIVE: Progression of prediabetes to type 2 diabetes has been associated with β-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 1 year.

RESEARCH DESIGN AND METHODS: The fasting plasma concentrations of 1,389 proteins and the fasting, 30-min, and 120-min post-oral glucose tolerance test (OGTT) 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 1 year before, when all had prediabetes.

RESULTS: The plasma concentrations of 14 proteins were higher in diabetes compared with normoglycemia in a population with prediabetes 1 year before, and they correlated with indices of insulin sensitivity. Higher levels of dicarbonyl/L-xylulose reductase and glutathione S-transferase A3 in the prediabetic state were associated with an increased risk of diabetes 1 year later. Pathway analysis pointed toward differences in immune response between diabetes and normoglycemia that were already recognizable in the prediabetic state 1 year prior at baseline. The area under the curve during OGTT of the concentrations of IDL particles, IDL apolipoprotein B, and IDL cholesterol was higher in new-onset diabetes compared with 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 the immune response are related to prediabetes trajectories.

Details

Original languageEnglish
Pages (from-to)405–415
Number of pages11
JournalDiabetes care
Volume48
Issue number3
Early online date2 Jan 2025
Publication statusPublished - 1 Mar 2025
Peer-reviewedYes

External IDs

ORCID /0000-0001-8218-2538/work/176862798
unpaywall 10.2337/dc24-1412
Scopus 85219498548

Keywords

Sustainable Development Goals

Keywords

  • Metabolomics, Diabetes Mellitus, Type 2/blood, Glucose Tolerance Test, Humans, Middle Aged, Blood Glucose/metabolism, Male, Prediabetic State/blood, Disease Progression, Proteomics, Female, Adult, Aged