Models of Glucagon Secretion, Their Application to the Analysis of the Defects in Glucagon Counterregulation and Potential Extension to Approximate Glucagon Action
Open accessAbstract
This review analyzes an interdisciplinary approach to the pancreatic endocrine network-like relationships that control glucagon secretion and glucagon counterregulation (GCR). Using in silico studies, we show that a pancreatic feedback network that brings together several explicit interactions between islet peptides and blood glucose reproduces the normal GCR axis and explains its impairment in diabetes. An α-cell auto-feedback loop drives glucagon pulsatility and mediates triggering of GCR by hypoglycemia by a rapid switch-off of β-cell signals. The auto-feedback explains the enhancement of defective GCR in β-cell deficiency by a switch-off of signals in the pancreas that suppress α cells. Our models also predict that reduced β-cell activity decreases and delays the GCR. A key application of our models is the in silico simulation and testing of possible scenarios to repair defective GCR in β-cell deficiency. In particular, we predict that partial suppression of hyperglucagonemia may repair the impaired GCR. We also outline how the models can be extended and tested using human data to become a part of a larger construct including the regulation of the hepatic glucose output by the pancreas, circulating glucose, and incretins. In conclusion, a model of the normal GCR control mechanisms and their dysregulation in insulin-deficient diabetes is proposed and partially validated. The model components are clinically measurable, which permits its application to the study of the abnormalities of the human endocrine pancreas and their role in the progression of many diseases, including diabetes, metabolic syndrome, polycystic ovary syndrome, and others. It may also be used to examine therapeutic responses.
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Other whole-body models were complex and included several parameters hard to assess in the single individual, thus useful for simulation purposes rather than for clinical applications.
“Other models were developed for whole-body analyses, but they were complex and with the inclusion of several parameters hard to assess in the single individual, thus useful for simulation purposes rather than for clinical applications (22, 23).”
From Mathematical Model of Glucagon Kinetics for the Assessment of Insulin-Mediated Glucagon Inhibition During an Oral Glucose Tolerance Test (2021) · cites this paper as [23]
Cites
Hypoglycaemia: the limiting factor in the glycaemic management of type I and type II diabetes.
Cryer, P. (2002) · Diabetologia · doi:10.1007/s00125-002-0822-9 · Cited by 794 · see citing works
Nauck, M. A., Heimesaat, M. M., Behle, K., Holst, J. J., Nauck, M. S., Ritzel, R., Hüfner, M., & Schmiegel, W. H. (2002) · The Journal of Clinical Endocrinology & Metabolism · doi:10.1210/jcem.87.3.8355 · Cited by 605 · see citing works
Stimulus-secretion coupling in pancreatic β cells
Ashcroft, F. M., Proks, P., Smith, P. A., Ämmälä, C., Bokvist, K., & Rorsman, P. (1994) · Journal of Cellular Biochemistry · doi:10.1002/jcb.240550007 · Cited by 255 · see citing works
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The glucose sensor protein glucokinase is expressed in glucagon-producing alpha-cells.
Heimberg, H., De Vos, A., Moens, K., Quartier, E., Bouwens, L., Pipeleers, D., Van Schaftingen, E., Madsen, O., & Schuit, F. (1996) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.93.14.7036 · Cited by 142 · see citing works
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Ward, W. K., Castle, J. R., & Youssef, J. E. (2011) · Journal of Diabetes Science and Technology · doi:10.1177/193229681100500608 · Cited by 36 · see citing works
Morettini, M., Burattini, L., Göbl, C., Pacini, G., Ahrén, B., & Tura, A. (2021) · Frontiers in Endocrinology · doi:10.3389/fendo.2021.611147 · Cited by 27 · see citing works
“Other models were developed for whole-body analyses, but they were complex and with the inclusion of several parameters hard to assess in the single individual, thus useful for simulation purposes rather than for clinical applications (22, 23).”
Method
- Authors
- Farhy, L. S., & McCall, A. L.
- Affiliations
- University of Virginia (US)
- Corresponding author
- Farhy, Leon S.
- Venue
- Journal of Diabetes Science and Technology
- Publisher
- SAGE Publications
- Published
- 2010-11
- Volume
- 4
- Issue
- 6
- Pages
- 1345-1356
- ISSN
- 1932-2968 (ISSN-L)
- PMC
- PMC3005044
- OpenAlex
- W2147961809
- Cited by
- 13
- References
- 5
- Citations by year
- 2026: 1 · 2021: 2 · 2017: 1 · 2014: 2 · 2013: 2 · 2012: 3
- FWCI
- 2.37
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- Journal of Diabetes Science and Technology (publishedVersion)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- Funders
- National Institute of Diabetes and Digestive and Kidney Diseases (R21DK072095, R01DK082805)
- Topics
- Health Sciences › Medicine › Surgery › Pancreatic function and diabetes
- Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Diabetes Management and Research
- Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Diabetes Treatment and Management
- Keywords
- glucagon secretion, hypoglycemia, hyperglucagonemia, blood glucose regulation, in silico modeling, diabetes mellitus, hepatic glucose production, incretins, metabolic syndrome, polycystic ovary syndrome
- MeSH terms
- Animals, Blood Glucose, Computer Simulation, Diabetes Mellitus, Glucagon, Humans, Hypoglycemia, Insulin, Liver, Models, Biological, Reproducibility of Results, Feedback, Physiological, Systems Biology, Glucagon-Secreting Cells, Insulin-Secreting Cells
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