Profile of the Immune and Inflammatory Response in Individuals With Prediabetes and Type 2 Diabetes
Abstract
OBJECTIVE: The inflammatory and immune systems are altered in type 2 diabetes. Here, the aim was to profile the immune and inflammatory response in subjects with prediabetes and diabetes in a large population-representative sample. RESEARCH DESIGN AND METHODS: In total, 15,010 individuals were analyzed from the population-based Gutenberg Health Study. Glucose status was classified according to HbA1c concentration and history of diagnosis. All samples were analyzed for white blood cells (WBCs), granulocytes, lymphocytes, monocytes, platelets, C-reactive protein (CRP), albumin, fibrinogen, and hematocrit. Interleukin-18 (IL-18), IL-1 receptor antagonist (IL-1RA), and neopterin concentrations were determined in a subcohort. RESULTS: In total, 7,584 men and 7,426 women were analyzed (range 35–74 years), with 1,425 and 1,299 having prediabetes and diabetes, respectively. Biomarkers showed varying dynamics from normoglycemic via subjects with prediabetes to subjects with diabetes: 1) gradual increase (WBCs, granulocytes, monocytes, IL-1RA, IL-18, and fibrinogen), 2) increase with subclinical disease only (lymphocytes and CRP), 3) increase from prediabetes to diabetes only (neopterin), and 4) no variation with glucose status (hematocrit). The strongest relative differences were found for CRP, IL-1RA, and fibrinogen concentrations. Several inflammatory and immune markers were associated with the glucose status independent from cardiovascular risk factors and comorbidities, varied with disease severity and the presence of disease-specific complications in the diabetes subcohort. CONCLUSIONS: The inflammatory and immune biomarker profile varies with the development and progression of type 2 diabetes. Markers of inflammation and immunity enable differentiation between the early preclinical and clinical phases of the disease, disease complications, and progression.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
A German study of over 15,000 individuals documented a dose-response relationship between impaired glucose status and adipokine concentrations.
“For example, a German study of over 15,000 individuals documented a dose- response relationship between impaired glucose status and adipokine concentrations 41 .”
From Type 2 diabetes mellitus and psychological stress — a modifiable risk factor (2017) · cites this paper as [41]
Data from epidemiological studies indicate that circulating concentrations of proinflammatory adipokines are elevated in patients with T2DM.
“Data from epidemiological studies indicate that circulating concentrations of proinflammatory adipokines are elevated in patients with T2DM.”
From Type 2 diabetes mellitus and psychological stress — a modifiable risk factor (2017) · cites this paper as [41]
Cites
Type 2 diabetes as an inflammatory disease
Donath, M. Y., & Shoelson, S. E. (2011) · Nature Reviews Immunology · doi:10.1038/nri2925 · Cited by 3,737 · see citing works
Danesh, J. (2000) · European Heart Journal · doi:10.1053/euhj.1999.1699 · Cited by 339 · see citing works
Meier, C. A., Bobbioni, E., Gabay, C., Assimacopoulos-Jeannet, F., Golay, A., & Dayer, J.-M. (2002) · The Journal of Clinical Endocrinology & Metabolism · doi:10.1210/jcem.87.3.8351 · Cited by 287 · see citing works
Carstensen, M., Herder, C., Kivimäki, M., Jokela, M., Roden, M., Shipley, M. J., Witte, D. R., Brunner, E. J., & Tabák, A. G. (2010) · Diabetes · doi:10.2337/db09-1199 · Cited by 137 · see citing works
Autoimmune Aspects of Type 2 Diabetes Mellitus - A Mini-Review
Itariu, B. K., & Stulnig, T. M. (2014) · Gerontology · doi:10.1159/000356747 · Cited by 107 · see citing works
Association of C-Reactive Protein With Cardiovascular Disease Mortality According to Diabetes Status
Kengne, A. P., Batty, G. D., Hamer, M., Stamatakis, E., & Czernichow, S. (2012) · Diabetes Care · doi:10.2337/dc11-1588 · Cited by 105 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
Type 2 diabetes mellitus and psychological stress — a modifiable risk factor
Hackett, R. A., & Steptoe, A. (2017) · Nature Reviews Endocrinology · doi:10.1038/nrendo.2017.64 · Cited by 480 · see citing works
Yoo, S. G., Han, K. D., Lee, K. H., La, Y., Kwon, D. E., & Han, S. H. (2019) · Diabetes & Metabolism Journal · doi:10.4093/dmj.2018.0167 · Cited by 32 · see citing works
- Authors
- Grossmann, V., Schmitt, V. H., Zeller, T., Panova-Noeva, M., Schulz, A., Laubert-Reh, D., Juenger, C., Schnabel, R. B., Abt, T. G. J., Laskowski, R., Wiltink, J., Schulz, E., Blankenberg, S., Lackner, K. J., Münzel, T., & Wild, P. S.
- Affiliations
- University Medical Center of the Johannes Gutenberg University Mainz (DE)
- Universität Hamburg (DE)
- Center for Thrombosis and Hemostasis, University Medical Center Mainz, Mainz, Germany
- Preventive Cardiology and Preventive Medicine, Department of Medicine 2, University Medical Center Mainz, Mainz, Germany
- Corresponding author
- Wild, Philipp S.
- ORCID
- Venue
- Diabetes Care
- Publisher
- American Diabetes Association
- Published
- 2015-04-15
- Volume
- 38
- Issue
- 7
- Pages
- 1356-1364
- ISSN
- 0149-5992 (ISSN-L)
- 1935-5548
- OpenAlex
- W2118744821
- Cited by
- 257
- References
- 6
- Citations by year
- 2026: 13 · 2025: 26 · 2024: 25 · 2023: 22 · 2022: 33 · 2021: 30 · 2020: 30 · 2019: 21 · 2018: 20 · 2017: 18 · 2016: 9 · 2015: 10
- FWCI
- 14.92
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Diabetes Care (publishedVersion)
- PubMed (publishedVersion)
- Funders
- Federal Ministry of Education and Research (BMBF 01EO1003)
- Boehringer Ingelheim
- Stiftung Rheinland-Pfalz für Innovation (AZ 961-386261/733)
- Johannes Gutenberg-University of Mainz (Wissen schafft Zukunft/Center for Translational Va)
- PHILIPS Medical Systems
- Topics
- Health Sciences › Medicine › Epidemiology › Adipokines, Inflammation, and Metabolic Diseases
- Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Diabetes, Cardiovascular Risks, and Lipoproteins
- Health Sciences › Medicine › Oncology › Inflammatory Biomarkers in Disease Prognosis
- Keywords
- type 2 diabetes, prediabetes, inflammation, immune response, inflammatory markers, C-reactive protein, fibrinogen, IL-18, interleukin-1 receptor antagonist, neopterin, leukocytes, disease progression, disease complications, HbA1c, Gutenberg Health Study
- MeSH terms
- Adult, Aged, C-Reactive Protein, Cardiovascular Diseases, Diabetes Mellitus, Type 2, Female, Humans, Immunity, Inflammation, Male, Middle Aged, Prediabetic State, Risk Factors, Biomarkers, Comorbidity, Disease Progression
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review