C-peptide and the classification of diabetes mellitus patients in the Early Treatment Diabetic Retinopathy Study. Report number 6
Abstract
The Early Treatment Diabetic Retinopathy Study (ETDRS), conducted at 22 clinical centers during the period 1980 to 1989, collected baseline data on C-peptide levels after ingestion of Sustacal in 582 patients with diabetes mellitus, prior to enrollment in the trial. Data on several clinical factors associated with diabetes were also collected from all 3711 enrolled patients. C-peptide data were used to develop sets of clinical criteria for the classification of ETDRS patients and to compare and contrast definitions of type of diabetes used in previous studies. The distribution of C-peptide levels was strikingly bimodal, suggesting a division of study participants into two groups--those with levels at 80 pmol/L or less and those with more than 80 pmol/L of C-peptide after Sustacal ingestion. Constellations of clinical characteristics that could serve as proxies for C-peptide level were ascertained. The result was two sets of clinically developed definitions for type of diabetes in the ETDRS. According to the more restrictive set of definitions, three groups were identified, compared to two groups using the "broad" set of definitions. Discriminant analysis was also used to classify ETDRS patients, yielding similar results. A comparison of definitions of type of diabetes used in the ETDRS and in previous studies revealed that even in the absence of C-peptide data, clinically derived definitions provided good discrimination between type I and type II diabetes.
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Rapid progression to insulin treatment (<3 years) is strongly suggestive of type 1 diabetes at any age.
“Rapid progression to insulin treatment (<3 years) is strongly suggestive of type 1 diabetes at any age (6,8,15).”
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Harris, M. I., Hadden, W. C., Knowler, W. C., & Bennett, P. H. (1987) · Diabetes · doi:10.2337/diab.36.4.523 · Cited by 1,096 · see citing works
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Holt, R. I. G., DeVries, J. H., Hess-Fischl, A., Hirsch, I. B., Kirkman, M. S., Klupa, T., Ludwig, B., Nørgaard, K., Pettus, J., Renard, E., et al. (2021) · Diabetes Care · doi:10.2337/dci21-0043 · Cited by 699 · see citing works
Estimating the Cost of Type 1 Diabetes in the U.S.: A Propensity Score Matching Method
Tao, B., Pietropaolo, M., Atkinson, M., Schatz, D., & Taylor, D. (2010) · PLoS ONE · doi:10.1371/journal.pone.0011501 · Cited by 197 · see citing works
Bowman, L., Mafham, M., Stevens, W., Haynes, R., Aung, T., Chen, F., Buck, G., Collins, R., & Armitage, J. (2018) · American Heart Journal · doi:10.1016/j.ahj.2017.12.006 · Cited by 106 · see citing works
- Authors
- Prior, M. J., Prout, T., Miller, D., Ewart, R., & Kumar, D.
- Affiliations
- Maryland Medical Research Institute (US)
- Greater Baltimore Medical Center (US)
- Centers for Disease Control and Prevention (US)
- University of Louisville (US)
- University of Southern California (US)
- Corresponding author
- Prior, Mary Jane
- ORCID
- Kumar, Dinesh
- Venue
- Annals of Epidemiology
- Publisher
- Elsevier BV
- Published
- 1993-01
- Volume
- 3
- Issue
- 1
- Pages
- 9-17
- ISSN
- 1047-2797 (ISSN-L)
- OpenAlex
- W2072514425
- Cited by
- 31
- References
- 1
- Citations by year
- 2026: 1 · 2024: 1 · 2023: 2 · 2022: 1 · 2021: 2 · 2020: 1 · 2019: 1 · 2017: 1 · 2016: 1 · 2015: 1 · 2013: 1
- FWCI
- 0.21
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Annals of Epidemiology (publishedVersion)
- PubMed (publishedVersion)
- Topics
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Genetics › Diabetes and associated disorders
- Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Diabetes Management and Research
- Health Sciences › Medicine › Ophthalmology › Retinal Diseases and Treatments
- Keywords
- C-peptide, diabetes classification, type 1 diabetes, type 2 diabetes, Early Treatment Diabetic Retinopathy Study, discriminant analysis
- MeSH terms
- Adult, Aspirin, C-Peptide, Combined Modality Therapy, Diabetes Mellitus, Diabetic Retinopathy, Female, Humans, Light Coagulation, Male, Middle Aged, Predictive Value of Tests, Sensitivity and Specificity, Discriminant Analysis
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