A new C-peptide minimal model to assess β-cell responsiveness to glucagon in individuals with and without type 2 diabetes

Glucagon regulates its own secretion indirectly by stimulating β-cells to secrete insulin. This may serve as a compensatory mechanism to enhance β-cell function in individuals with, or predisposed to, type 2 diabetes (T2D). However, tools to quantify glucagon-induced C-peptide secretion rate (SR) are lacking. To bridge this gap, we developed a novel model-based method to provide quantitative indices of β-cell function in response to a glucagon bolus in individuals without and with type 2 diabetes. Eight individuals without diabetes [3 M, age = 55 ± 9 yr, body mass index (BMI) = 32 ± 4 kg/m<sup>2</sup>] and six with T2D (1 M, age = 59 ± 5 yr, BMI = 35 ± 6 kg/m<sup>2</sup>) underwent a 210-min hyperglycemic clamp (∼9 mmol/L). After 180 min, a 1 mg bolus of glucagon was administered over 1 min, and plasma glucagon and C-peptide concentrations were frequently measured over 30 min. We tested a battery of mathematical models and selected the best one based on standard criteria. The optimal model assumes that C-peptide SR is made up of two components, one proportional to the above basal glucagon, through parameter Γ<sub>s</sub> (static), and one proportional to glucagon rate of change, through parameter Γ<sub>d</sub> (dynamic responsivity to the hormone). An index of total β-cell responsivity to glucagon, Γ, was also derived from Γ<sub>s</sub> and Γ<sub>d</sub>. The model estimated Γ<sub>s</sub> and Γ were significantly higher in individuals without diabetes compared with T2D (<i>P</i> < 0.05), whereas Γ<sub>d</sub> was not. Our findings reveal notable differences in both static and total insulin secretory response to glucagon in people with diabetes as compared with those without diabetes.<b>NEW & NOTEWORTHY</b> In this study, we propose a new mathematical model able to quantify C-peptide secretion and β-cell responsivity in response to a glucagon bolus in individuals without and with type 2 diabetes. We show that individuals with type 2 diabetes exhibit reduced β-cell responsivity to glucagon.

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Publication Details

Journal
American Journal of Physiology-Endocrinology and Metabolism
Published
2025-02-10
DOI
https://doi.org/10.1152/ajpendo.00424.2024
Citations
1
Primary Topic
Diabetes Treatment and Management
Type
article
Field-Weighted Citation Impact
1.29

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article

A new C-peptide minimal model to assess β-cell responsiveness to glucagon in individuals with and without type 2 diabetes

RAHELE A. FARAHANI, Edoardo Faggionato, Francesca S. Boscolo, Adrian Vella et al.
1 citations
American Journal of Physiology-Endocrinology and Metabolism
Diabetes Treatment and Management
1.29
article

A new C-peptide minimal model to assess β-cell responsiveness to glucagon in individuals with and without type 2 diabetes

RAHELE A. FARAHANI, Edoardo Faggionato, Francesca S. Boscolo, Adrian Vella, Andrew A. Welch, Chiara Dalla Man, Aoife M. Egan
article en
1 citations

Abstract

Glucagon regulates its own secretion indirectly by stimulating β-cells to secrete insulin. This may serve as a compensatory mechanism to enhance β-cell function in individuals with, or predisposed to, type 2 diabetes (T2D). However, tools to quantify glucagon-induced C-peptide secretion rate (SR) are lacking. To bridge this gap, we developed a novel model-based method to provide quantitative indices of β-cell function in response to a glucagon bolus in individuals without and with type 2 diabetes. Eight individuals without diabetes [3 M, age = 55 ± 9 yr, body mass index (BMI) = 32 ± 4 kg/m<sup>2</sup>] and six with T2D (1 M, age = 59 ± 5 yr, BMI = 35 ± 6 kg/m<sup>2</sup>) underwent a 210-min hyperglycemic clamp (∼9 mmol/L). After 180 min, a 1 mg bolus of glucagon was administered over 1 min, and plasma glucagon and C-peptide concentrations were frequently measured over 30 min. We tested a battery of mathematical models and selected the best one based on standard criteria. The optimal model assumes that C-peptide SR is made up of two components, one proportional to the above basal glucagon, through parameter Γ<sub>s</sub> (static), and one proportional to glucagon rate of change, through parameter Γ<sub>d</sub> (dynamic responsivity to the hormone). An index of total β-cell responsivity to glucagon, Γ, was also derived from Γ<sub>s</sub> and Γ<sub>d</sub>. The model estimated Γ<sub>s</sub> and Γ were significantly higher in individuals without diabetes compared with T2D (<i>P</i> < 0.05), whereas Γ<sub>d</sub> was not. Our findings reveal notable differences in both static and total insulin secretory response to glucagon in people with diabetes as compared with those without diabetes.<b>NEW & NOTEWORTHY</b> In this study, we propose a new mathematical model able to quantify C-peptide secretion and β-cell responsivity in response to a glucagon bolus in individuals without and with type 2 diabetes. We show that individuals with type 2 diabetes exhibit reduced β-cell responsivity to glucagon.

American Journal of Physiology-Endocrinology and MetabolismVol. 328(3)
University of Padua (IT), WinnMed (US), Mayo Clinic in Arizona (US)
National Institute of Diabetes and Digestive and Kidney Diseases
Good health and well-being
Openalex Percentile: Top 23%
Diabetes Treatment and Management
1.29
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