The DOI matches its Crossref record; 8 of the 8 references it cites were found in a registry or an index.
Accurate Assessment of β-Cell Function
Abstract
Only in the last decade did modeling studies predict, and knockout experiments confirm, that type 2 diabetes is a “2-hit” disease in which insulin resistance is necessarily accompanied by β-cell defect(s) preventing the compensatory upregulation of insulin secretion. This long- delayed insight was associated with the development of a constant, the “disposition index,” describing the β-cell sensitivity-secretion relationship as a rectangular hyperbola. Shifts in insulin sensitivity are accompanied by compensatory alterations in β-cell sensitivity to glucose. Insulin-sensitive subjects do not require a massive insulin response to exogenous glucose to maintain a normal blood glucose. But if their insulin sensitivity decreases by 80%, as in late pregnancy, they need a fivefold greater insulin response to achieve an identical disposition index. Women with gestational diabetes have an insulin response similar to that of normal volunteers; at first glance, this suggests similar islet function, but the utility of the disposition index is to normalize this response to the amplitude of third trimester insulin resistance, revealing severe β-cell deficiency. The index is a quantitative, convenient, and accurate tool in analyzing epidemiologic data and identifying incipient impaired glucose tolerance. Separate major issues remain, however: the causes of insulin resistance, the causes of the failure of adequate β-cell compensation in type 2 diabetes, and the nature of the signal(s) from insulin-resistant tissues that fail to elicit the appropriate β-cell increment in sensitivity to glucose and other stimuli. The disposition index is likely to remain the most accurate physiologic measure for testing hypotheses and solutions to these challenges in whole organisms.
Overview
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Citations
Cites
Bergman, R. N., Phillips, L. S., & Cobelli, C. (1981) · Journal of Clinical Investigation · doi:10.1172/jci110398 · Cited by 1,640 · cited 1×
“Some years ago, we postulated that, if -cells are normal, the sensitivity-secretion relationship could most efficiently be expressed as a rectangular hyperbola (8).”
BackgroundSelf-citationKahn, S. E., Prigeon, R. L., McCulloch, D. K., Boyko, E. J., Bergman, R. N., Schwartz, M. W., Neifing, J. L., Ward, W. K., Beard, J. C., & Palmer, J. P. (1993) · Diabetes · doi:10.2337/diab.42.11.1663 · Cited by 1,405
Self-citationBanting Lecture 1980. Of pregnancy and progeny
Freinkel, N. (1980) · Diabetes · doi:10.2337/diabetes.29.12.1023 · Cited by 1,366
Banting lecture 1980: of pregnancy and progeny.
Freinkel, N. (1980) · Diabetes · doi:10.2337/diab.29.12.1023 · Cited by 1,366
Effect of fatty acids on glucose production and utilization in man.
Ferrannini, E., Barrett, E. J., Bevilacqua, S., & DeFronzo, R. A. (1983) · Journal of Clinical Investigation · doi:10.1172/jci111133 · Cited by 1,050
Toward Physiological Understanding of Glucose Tolerance: Minimal-Model Approach
Bergman, R. N. (1989) · Diabetes · doi:10.2337/diab.38.12.1512 · Cited by 1,001
Self-citationKahn, S. E., Prigeon, R. L., McCulloch, D. K., Boyko, E. J., Bergman, R. N., Schwartz, M. W., Neifing, J. L., Ward, W. K., Beard, J. C., Palmer, J. P., et al. (1993) · Diabetes · doi:10.2337/diabetes.42.11.1663 · Cited by 328
Self-citationLarsson, H., & Ahr�n, B. (1996) · Diabetologia · doi:10.1007/s001250050559 · Cited by 60
Cited by
The metabolic phenotype in obesity: Fat mass, body fat distribution, and adipose tissue function
Goossens, G. H. (2017) · Obesity Facts · doi:10.1159/000471488 · Cited by 8,481
Cornier, M.-A., Dabelea, D., Hernandez, T. L., Lindstrom, R. C., Steig, A. J., Stob, N. R., Van Pelt, R. E., Wang, H., & Eckel, R. H. (2008) · Endocrine Reviews · doi:10.1210/er.2008-0024 · Cited by 2,162
Muniyappa, R., Lee, S., Chen, H., & Quon, M. J. (2008) · American Journal of Physiology-Endocrinology and Metabolism · doi:10.1152/ajpendo.00645.2007 · Cited by 1,643
The metabolic consequences of sleep deprivation
Knutson, K. L., Spiegel, K., Penev, P., & Van Cauter, E. (2007) · Sleep Medicine Reviews · doi:10.1016/j.smrv.2007.01.002 · Cited by 1,365
Sleep loss: a novel risk factor for insulin resistance and type 2 diabetes
Spiegel, K., Knutson, K., Leproult, R., Tasali, E., & Cauter, E. V. (2005) · Journal of Applied Physiology · doi:10.1152/japplphysiol.00660.2005 · Cited by 1,175
Metadata
- Authors
- Bergman, R. N., Ader, M., Huecking, K., & Van Citters, G.
- Venue
- Diabetes
- Publisher
- American Diabetes Association
- Published
- 2002-02-01
- Volume
- 51
- Issue
- suppl_1
- Pages
- S212-S220
- ISSN
- 0012-1797 (ISSN-L)
- 1939-327X
- OpenAlex
- W2162344377
- Cited by
- 516
- References
- 8
- FWCI
- 18.45
- Type
- journal article
- Language
- en
- Open access
- closed
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
How to cite
Cite CoChat for the checks on this page, and the paper for its own findings.
- This page
- CoChat. (2026). Citation check: Accurate Assessment of β-Cell Function. https://app.cochat.ai/papers/10.2337/diabetes.51.2007.s212
- The paper
- Bergman, R. N., Ader, M., Huecking, K., & Van Citters, G. (2002). Accurate Assessment of β-Cell Function. Diabetes. https://doi.org/10.2337/diabetes.51.2007.s212
Data sources
Bibliographic data: Semantic Scholar, OpenAlex, Crossref.
Contains information from the Semantic Scholar Academic Graph Datasets, made available under the ODC Attribution License (ODC-BY 1.0).
Semantic Scholar’s data is described in: Kinney, R., et al. (2023). The Semantic Scholar Open Data Platform. arXiv:2301.10140.