Loss of beta cell function as fasting glucose increases in the non-diabetic range
Open accessAbstract
Aims/hypothesis Our aim was to define the level of glycaemia at which pancreatic insulin secretion, particularly first-phase insulin release, begins to decline.Methods Plasma glucose and insulin concentrations were measured during an IVGTT in 553 men with non-diabetic fasting plasma glucose concentrations. In 466 of the men C-peptide was also estimated. IVGTT insulin secretion in first and late phases was assessed by: (i) the circulating insulin response; (ii) population parameter deconvolution analysis of plasma C-peptide concentrations; and (iii) a combined model utilising both insulin and C-peptide concentrations. Measurements of insulin sensitivity and elimination were also derived by modelling analysis.Results As fasting plasma glucose (FPG) increased, IVGTT first-phase insulin secretion declined by 73%, 71% and 68% for the three methods respectively. The FPG values at which this decline began, determined by change point regression, were 4.97, 5.16 and 5.42 mmol/l respectively. The sensitivity of late-phase insulin secretion to glucose declined at FPG concentrations above 6.0 mmol/l. Insulin elimination, but not insulin sensitivity, varied with FPG.Conclusions/interpretation The range of FPG over which progressive loss of the first-phase response begins may be as low as 5.0 to 5.4 mmol/l, with late-phase insulin responses declining at FPG concentrations above 6.0 mmol/l.
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
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.
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?
Both IFG and IGT have insulin resistance and beta-cell defect.
“Both IFG and IGT have both insulin resistance and beta-cell defect.”
From Postprandial Reactive Hypoglycemia (2019) · cites this paper as [16]
The Results (page unavailable) show declining first-phase insulin secretion as glucose homeostasis deteriorated, supporting the beta-cell-defect component. They report no marked trend in insulin sensitivity, however, and the Discussion (page unavailable) says participants were not classified by impaired glucose tolerance (IGT). The paper therefore does not establish that both IFG and IGT have both defects. (LLM, conf=0.87)
Experimental — accuracy not yet measuredIndividuals with IFG have insulin sensitivity close to normal in muscle with severe hepatic insulin resistance in liver, whereas individuals with IGT have moderate insulin resistance in liver but severe insulin resistance in muscle.
“Individuals with IFG have insulin sensitivity close to normal/normal in the muscle with severe hepatic insulin resistance in the liver whereas individuals with IGT have moderate insulin resistance in the liver, but severe insulin resistance in the muscle.[9, 15-19]”
From Postprandial Reactive Hypoglycemia (2019) · cites this paper as [16]
The Results report no marked trend in overall insulin sensitivity across categories of deteriorating glucose homeostasis, but do not separate sensitivity in muscle from resistance in the liver. The Discussion notes that some participants may have had impaired glucose tolerance, without comparing IFG and IGT on tissue-specific insulin resistance. Searches for hepatic and muscle insulin resistance did not locate the claimed comparison. (LLM, conf=0.76)
Experimental — accuracy not yet measuredPrevious prospective randomized trials have shown lifestyle modifications and pharmacological agents significantly reduce risk of developing Type 2 DM and cardiovascular risk factors in prediabetic patients.
“Previous prospective randomized trials have shown that lifestyle modifications and pharmacological agents significantly reduce the risk of developing Type 2 DM and cardiovascular risk factors in prediabetic patients.[16]”
From Postprandial Reactive Hypoglycemia (2019) · cites this paper as [16]
The Design section describes an observational cohort analysis of fasting glucose and insulin responses, not a randomized intervention trial. The Introduction discusses diabetes risk, but our copy does not report whether lifestyle changes or pharmacological agents reduce diabetes incidence or cardiovascular risk factors in prediabetic patients. Searches for lifestyle interventions, drugs, and prevention trials found no supporting passage; page numbers were not available. (LLM, conf=0.76)
Experimental — accuracy not yet measuredA low or inadequate first-phase beta cell response appears to occur due to glucose toxicity.
“A low or inadequate first-phase b cell response is one of the first signs of impaired b cell function (39) and appears to occur due to glucose toxicity (40)(41)(42)(43).”
From A Lower-Carbohydrate, Higher-Fat Diet Reduces Abdominal and Intermuscular Fat and Increases Insulin Sensitivity in Adults at Risk of Type 2 Diabetes (2015) · cites this paper as [40]
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
Report of the Expert Committee on the Diagnosis and Classification of Diabetes Mellitus
The Expert Committee on the Diagnosis and Classification of Diabetes Mellitus* (2002) · Diabetes Care · doi:10.2337/diacare.25.2007.s5 · Cited by 10,320 · see citing works
Report of the Expert Committee on the Diagnosis and Classification of Diabetes Mellitus
The Expert Committee on the Diagnosis and Classification of Diabetes Mellitus (1997) · Diabetes Care · doi:10.2337/diacare.20.7.1183 · Cited by 6,220 · see citing works
Mechanisms of fatty acid-induced inhibition of glucose uptake.
Boden, G., Chen, X., Ruiz, J., White, J. V., & Rossetti, L. (1994) · Journal of Clinical Investigation · doi:10.1172/jci117252 · Cited by 3,702 · see citing works
The Triumvirate: β-Cell, Muscle, Liver: A Collusion Responsible for NIDDM
DeFronzo, R. A. (1988) · Diabetes · doi:10.2337/diab.37.6.667 · Cited by 2,456 · see citing works
Quantitative estimation of insulin sensitivity.
Bergman, R. N., Ider, Y. Z., Bowden, C. R., & Cobelli, C. (1979) · American Journal of Physiology-Endocrinology and Metabolism · doi:10.1152/ajpendo.1979.236.6.e667 · Cited by 1,874 · see citing works
Coutinho, M., Gerstein, H. C., Wang, Y., & Yusuf, S. (1999) · Diabetes Care · doi:10.2337/diacare.22.2.233 · Cited by 1,685 · see citing works
Determination of blood glucose using an oxidase-peroxidase system with a non-carcinogenic chromogen
Trinder, P. (1969) · Journal of Clinical Pathology · doi:10.1136/jcp.22.2.158 · Cited by 1,656 · see citing works
Lillioja, S., Mott, D. M., Spraul, M., Ferraro, R., Foley, J. E., Ravussin, E., Knowler, W. C., Bennett, P. H., & Bogardus, C. (1993) · New England Journal of Medicine · doi:10.1056/nejm199312303292703 · Cited by 1,508 · see citing works
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 · see citing works
Cauter, E. V., Mestrez, F., Sturis, J., & Polonsky, K. (1992) · Diabetes · doi:10.2337/diab.41.3.368 · Cited by 938 · see citing works
Plasma Insulin Responses to Oral and Intravenous Glucose: Studies in Normal and Diabetic Subjects*
Perley, M. J., & Kipnis, D. M. (1967) · Journal of Clinical Investigation · doi:10.1172/jci105685 · Cited by 917 · see citing works
Seltzer, H. S., Allen, E. W., Herron, A. L., & Brennan, M. T. (1967) · Journal of Clinical Investigation · doi:10.1172/jci105534 · Cited by 819 · cited 1× · see citing works
“The key role of loss of first-phase insulin secretion in deteriorating glucose homeostasis has long been recognised [36, 37, 38] and the increased late-phase insulin secretion necessary to correct the initial deficit provided the original explanation for the hyperinsulinaemia seen in impaired glucose homeostasis.”
BackgroundAlbano, J. D. M., Ekins, R. P., Maritz, G., & Turner, R. C. (1972) · European Journal of Endocrinology · doi:10.1530/acta.0.0700487 · Cited by 620 · see citing works
Brunzell, J. D., Robertson, R. P., Lerner, R. L., Hazzard, W. R., Ensinck, J. W., Bierman, E. L., & Porte, D. (1976) · The Journal of Clinical Endocrinology & Metabolism · doi:10.1210/jcem-42-2-222 · Cited by 503 · see citing works
Proinsulin, insulin, and C-peptide concentrations in human portal and peripheral blood.
Horwitz, D. L., Starr, J. I., Mako, M. E., Blackard, W. G., & Rubenstein, A. H. (1975) · Journal of Clinical Investigation · doi:10.1172/jci108047 · Cited by 473 · see citing works
Gerich, J. E. (1998) · Endocrine Reviews · doi:10.1210/edrv.19.4.0338 · Cited by 444 · see citing works
The role of impaired early insulin secretion in the pathogenesis of Type II diabetes mellitus
Pratley, R. E., & Weyer, C. (2001) · Diabetologia · doi:10.1007/s001250100580 · Cited by 419 · see citing works
Glucose‐stimulated signaling pathways in biphasic insulin secretion
Straub, S. G., & Sharp, G. W. G. (2002) · Diabetes/Metabolism Research and Reviews · doi:10.1002/dmrr.329 · Cited by 419 · see citing works
Prehepatic Insulin Production in Man: Kinetic Analysis Using Peripheral Connecting Peptide Behavior*
EATON, R. P., ALLEN, R. C., SCHADE, D. S., ERICKSON, K. M., & STANDEFER, J. (1980) · The Journal of Clinical Endocrinology & Metabolism · doi:10.1210/jcem-51-3-520 · Cited by 363 · see citing works
Polonsky, K. S., Licinio-Paixao, J., Given, B. D., Pugh, W., Rue, P., Galloway, J., Karrison, T., & Frank, B. (1986) · Journal of Clinical Investigation · doi:10.1172/jci112308 · Cited by 359 · see citing works
Haffner, S. M., Miettinen, H., GASKILL, S. P., & D, M. P. S. M. (1995) · Diabetes · doi:10.2337/diab.44.12.1386 · Cited by 303 · see citing works
Gerich, J. E. (2002) · Diabetes · doi:10.2337/diabetes.51.2007.s117 · Cited by 264 · see citing works
Insulin resistance and associated compensatory responses in african-american and Hispanic children.
Goran, M., Bergman, R., Cruz, M., & Watanabe, R. (2002) · Diabetes Care · doi:10.2337/diacare.25.12.2184 · Cited by 263 · see citing works
Risk Factors for NIDDM in White Population: Paris Prospective Study
Charles, M.-A. A., Fontbonne, A., Thibult, N., Warnet, J., Rosselin, G., & Eschwège, É. (1991) · Diabetes · doi:10.2337/diab.40.7.796 · Cited by 241 · see citing works
Mittelman, S. D., Citters, G. W. V., Kim, S. P., Davis, D. A., Dea, M. K., Hamilton-Wessler, M., & Bergman, R. N. (2000) · Diabetes · doi:10.2337/diabetes.49.12.2116 · Cited by 200 · see citing works
Impaired fasting glucose: how low should it go?
Shaw, J. E., Zimmet, P., Hodge, A. M., de Courten, M., Dowse, G. K., Chitson, P., Tuomilehto, J., & Alberti, K. G. M. M. (2000) · Diabetes Care · doi:10.2337/diacare.23.1.34 · Cited by 146 · see citing works
Cobelli, C., & Pacini, G. (1988) · Diabetes · doi:10.2337/diab.37.2.223 · Cited by 121 · see citing works
The kinetics of insulin in man. II. Role of the liver
Ferrannini, E., & Cobelli, C. (1987) · Diabetes/Metabolism Reviews · doi:10.1002/dmr.5610030202 · Cited by 115 · see citing works
Gower, B. A., Granger, W. M., Franklin, F., Shewchuk, R. M., & Goran, M. I. (2002) · The Journal of Clinical Endocrinology & Metabolism · doi:10.1210/jcem.87.5.8498 · Cited by 114 · see citing works
Godsland, Leyva, Walton, C., Worthington, & Stevenson (1998) · Journal of Internal Medicine · doi:10.1046/j.1365-2796.1998.00312.x · Cited by 112 · see citing works
Inference and Estimation in a Changepoint Regression Problem
Julious, S. A. (2001) · Journal of the Royal Statistical Society Series D (The Statistician) · doi:10.1111/1467-9884.00260 · Cited by 96 · see citing works
AN ANALOGUE COMPUTER MODEL FOR THE INSULIN RESPONSE TO GLUCOSE INFUSION
Cerasi, E., & Andersson, B. (1967) · European Journal of Endocrinology · doi:10.1530/acta.0.0550163 · Cited by 81 · see citing works
Godsland, I. F., Rosankiewicz, J. R., Proudler, A. J., & Johnston, D. G. (2001) · The Journal of Clinical Endocrinology & Metabolism · doi:10.1210/jcem.86.2.7213 · Cited by 80 · see citing works
Self-citationFinegood, D. T., & Tzur, D. (1996) · American Journal of Physiology-Endocrinology and Metabolism · doi:10.1152/ajpendo.1996.271.3.e485 · Cited by 80 · see citing works
Vølund, A., Polonsky, K. S., & Bergman, R. N. (1987) · Diabetes · doi:10.2337/diab.36.10.1195 · Cited by 78 · see citing works
van Haeften, T. W., Pimenta, W. P., Mitrakou, A., Korytkowski, M., Jenssen, T. G., Yki‐Järvinen, H., & Gerich, J. E. (2000) · Metabolism · doi:10.1053/meta.2000.9526 · Cited by 71 · see citing works
Watanabe, R. M., Vølund, A., Roy, S., & Bergman, R. N. (1989) · The Journal of Clinical Endocrinology & Metabolism · doi:10.1210/jcem-69-4-790 · Cited by 70 · see citing works
Zethelius, B., Byberg, L., Hales, C. N., Lithell, H., & Berne, C. (2003) · Diabetologia · doi:10.1007/s00125-002-0995-2 · Cited by 68 · see citing works
Swan, J. W., Walton, C., & Godsland, I. F. (1994) · Clinical Science · doi:10.1042/cs0860317 · Cited by 67 · see citing works
Self-citationKjems, L., Vølund, A., & Madsbad, S. (2001) · Diabetologia · doi:10.1007/s001250100639 · Cited by 61 · see citing works
Walton, C., Godsland, I. F., Proudler, A. J., Felton, C. V., & Wynn, V. (1992) · American Journal of Physiology-Endocrinology and Metabolism · doi:10.1152/ajpendo.1992.262.5.e755 · Cited by 51 · see citing works
Self-citationCritical evaluation of the combined model approach for estimation of prehepatic insulin secretion
Watanabe, R. M., Steil, G. M., & Bergman, R. N. (1998) · American Journal of Physiology-Endocrinology and Metabolism · doi:10.1152/ajpendo.1998.274.1.e172 · Cited by 35 · see citing works
Modeling of plasma disappearance of unlabeled insulin in man.
Tranberg, K. ‐., & DENCKER, H. (1978) · American Journal of Physiology-Endocrinology and Metabolism · doi:10.1152/ajpendo.1978.235.6.e577 · Cited by 29 · see citing works
Walton, C., Godsland, I. F., Proudler, A. J., Felton, C. V., & Wynn, V. (1992) · Metabolism · doi:10.1016/0026-0495(92)90011-x · Cited by 8 · see citing works
Self-citationDecreased insulin secretion and dyslipidemia coexist in subjects with impaired fasting glucose
Ozaki, K., Okubo, M., Mori, H., Mito, K., Hara, H., & Kohno, N. (2002) · Diabetes Research and Clinical Practice · doi:10.1016/s0168-8227(01)00315-1 · Cited by 7 · see citing works
Alberti (1998) · doi:10.1002/(sici)1096-9136(199807)15:7
Flagged first, then by citations
Cited by
Sorted by citations
Islet cell failure in type 2 diabetes
Prentki, M. (2006) · Journal of Clinical Investigation · doi:10.1172/jci29103 · Cited by 1,690 · see citing works
Abdul-Ghani, M. A., Tripathy, D., & DeFronzo, R. A. (2006) · Diabetes Care · doi:10.2337/dc05-2179 · Cited by 744 · see citing works
A Longitudinal Big Data Approach for Precision Health
Schüssler-Fiorenza Rose, S. M., Contrepois, K., Moneghetti, K. J., Zhou, W., Mishra, T., Mataraso, S., Dagan-Rosenfeld, O., Ganz, A. B., Dunn, J., Hornburg, D., et al. (2019) · Nature Medicine · doi:10.1038/s41591-019-0414-6 · Cited by 494 · see citing works
Stančáková, A., Javorský, M., Kuulasmaa, T., Haffner, S. M., Kuusisto, J., & Laakso, M. (2009) · Diabetes · doi:10.2337/db08-1607 · Cited by 348 · see citing works
Preservation of β-Cell Function: The Key to Diabetes Prevention
DeFronzo, R. A., & Abdul-Ghani, M. A. (2011) · The Journal of Clinical Endocrinology & Metabolism · doi:10.1210/jc.2011-0246 · Cited by 247 · see citing works
Distinct β-Cell Defects in Impaired Fasting Glucose and Impaired Glucose Tolerance
Kanat, M., Mari, A., Norton, L., Winnier, D., DeFronzo, R. A., Jenkinson, C., & Abdul-Ghani, M. A. (2012) · Diabetes · doi:10.2337/db11-0995 · Cited by 122 · see citing works
Favourable metabolic effects of a eucaloric lower‐carbohydrate diet in women with <scp>PCOS</scp>
Gower, B. A., Chandler‐Laney, P. C., Ovalle, F., Goree, L. L., Azziz, R., Desmond, R. A., Granger, W. M., Goss, A. M., & Bates, G. W. (2013) · Clinical Endocrinology · doi:10.1111/cen.12175 · Cited by 108 · see citing works
Gower, B. A., & Goss, A. M. (2015) · The Journal of Nutrition · doi:10.3945/jn.114.195065 · Cited by 98 · see citing works
Hsueh, W., McLellan, K., Wyne, K., & Villagomez, E. (2014) · Therapeutics and Clinical Risk Management · doi:10.2147/tcrm.s39564 · Cited by 91 · see citing works
Abdul-Ghani, M. A., Matsuda, M., Jani, R., Jenkinson, C. P., Coletta, D. K., Kaku, K., & DeFronzo, R. A. (2008) · American Journal of Physiology-Endocrinology and Metabolism · doi:10.1152/ajpendo.00674.2007 · Cited by 91 · see citing works
Tfayli, H., Lee, S., & Arslanian, S. (2010) · Diabetes Care · doi:10.2337/dc09-2292 · Cited by 57 · see citing works
Inflammation in Metabolic Syndrome and Type 2 Diabetes: Impact of Dietary Glucose
KEMPF, K., ROSE, B., HERDER, C., KLEOPHAS, U., MARTIN, S., & KOLB, H. (2006) · Annals of the New York Academy of Sciences · doi:10.1196/annals.1372.012 · Cited by 48 · see citing works
Postprandial Reactive Hypoglycemia
Altuntaş, Y. (2019) · SiSli Etfal Hastanesi Tip Bulteni / The Medical Bulletin of Sisli Hospital · doi:10.14744/semb.2019.59455 · Cited by 47 · see citing works
“diovascular risk factors in prediabetic patients.[16] Thus, it is important to look for new prediabetes indicators.”
Background
- Authors
- Godsland, I. F., Jeffs, J. A. R., & Johnston, D. G.
- Affiliations
- St Mary's Hospital (GB)
- Corresponding author
- Godsland, I. F.
- Venue
- Diabetologia
- Published
- 2004-07
- Volume
- 47
- Issue
- 7
- Pages
- 1157-1166
- ISSN
- 0012-186X (ISSN-L)
- 1432-0428
- OpenAlex
- W1992505070
- Cited by
- 131
- References
- 47
- Citations by year
- 2026: 1 · 2025: 3 · 2024: 3 · 2023: 1 · 2022: 1 · 2021: 7 · 2020: 1 · 2019: 4 · 2018: 4 · 2017: 2 · 2016: 1 · 2015: 9 · 2014: 9 · 2013: 10 · 2012: 6
- FWCI
- 9.48
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Licence
- www.springer.com/tdm (tdm)
- Locations
- Diabetologia (publishedVersion)
- PubMed (publishedVersion)
- Topics
- Health Sciences › Medicine › Surgery › Pancreatic function and diabetes
- Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Diabetes, Cardiovascular Risks, and Lipoproteins
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Genetics › Diabetes and associated disorders
- Keywords
- beta-cell function, fasting blood glucose, first-phase insulin secretion, insulin sensitivity, C-peptide, intravenous glucose tolerance test, non-diabetic men, prediabetes
- MeSH terms
- Insulin Secretion, Adult, Aged, Blood Glucose, Blood Pressure, C-Peptide, Fasting, Glucose Tolerance Test, Humans, Insulin, Islets of Langerhans, Male, Models, Biological, Reference Values, Risk Factors, Smoking, Cohort Studies, Body Mass Index
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