Determinants of Glucose Tolerance in a Population Without Overt Diabetes: The Role of β-Cell Glucose Sensitivity, Insulin Sensitivity, and Insulin Clearance

Background/Objectives: To investigate how β-cell glucose sensitivity, insulin clearance, and insulin sensitivity interact to determine glucose tolerance in a population without overt diabetes. Methods: We analyzed data from 54 individuals without diabetes (age: 44 years, IQR: 27–56; 63% females; BMI: 24.5 kg/m2, IQR: 21.9–28.7; HbA1c 33.26 mmol/mol, IQR: 32.13–35.51) undergoing a 3-h OGTT. β-cell glucose sensitivity, insulin clearance, and insulin sensitivity were assessed via modeling of OGTT data. Their relationship with glucose tolerance was evaluated through linear regression models. Results: β-cell glucose sensitivity strongly predicted glucose tolerance during the OGTT (IQR increase effect: −87 mg/dL; 95% CI: −141, −32; p = 0.003) but not fasting glucose (p = 0.4). Patients with lower β-cell glucose sensitivity showed the widest range of glucose tolerance during the OGTT, some approaching diabetic levels whereas others tolerating glucose well; insulin sensitivity was the strongest determinant of this variance (IQR increase effect: −49 mg/dL; 95% CI: −68, −31; p < 0.001) significantly influencing the relationship between β-cell glucose sensitivity and glucose tolerance (interaction term p = 0.035). Conversely, insulin clearance did not show a statistically significant association with mean glucose levels during the OGTT (β: 4.2; 95% CI: −8.0, 16; p = 0.5). However, a non-linear relationship between insulin clearance and β-cell glucose sensitivity was identified, and three distinct metabolic subgroups were defined, highlighting the heterogeneity underlying the development of dysglycemia. Conclusions: β-cell glucose sensitivity is the primary determinant of glucose tolerance during an oral glucose challenge. While high β-cell glucose sensitivity often overcomes low insulin sensitivity, the latter becomes crucial when β-cell glucose sensitivity is low. The identification of distinct metabolic profiles, related to insulin secretion and clearance, highlights the heterogeneity of the transition from glucose tolerance to dysglycemia.

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Journal
Metabolites
Published
2026-03-26
DOI
https://doi.org/10.3390/metabo16040218
Primary Topic
Diabetes, Cardiovascular Risks, and Lipoproteins
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article
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article

Determinants of Glucose Tolerance in a Population Without Overt Diabetes: The Role of β-Cell Glucose Sensitivity, Insulin Sensitivity, and Insulin Clearance

Silvio Bertoli, Andrea Foppiani, Alberto Battezzati, Federica Sileo et al.
Metabolites
Diabetes, Cardiovascular Risks, and Lipoproteins
article

Determinants of Glucose Tolerance in a Population Without Overt Diabetes: The Role of β-Cell Glucose Sensitivity, Insulin Sensitivity, and Insulin Clearance

Silvio Bertoli, Andrea Foppiani, Alberto Battezzati, Federica Sileo, Andrea Mari, Giorgia Pozzi, Silvia Gallosti, Chiara Cappellini, Beatrice Marelli
article en

Abstract

Background/Objectives: To investigate how β-cell glucose sensitivity, insulin clearance, and insulin sensitivity interact to determine glucose tolerance in a population without overt diabetes. Methods: We analyzed data from 54 individuals without diabetes (age: 44 years, IQR: 27–56; 63% females; BMI: 24.5 kg/m2, IQR: 21.9–28.7; HbA1c 33.26 mmol/mol, IQR: 32.13–35.51) undergoing a 3-h OGTT. β-cell glucose sensitivity, insulin clearance, and insulin sensitivity were assessed via modeling of OGTT data. Their relationship with glucose tolerance was evaluated through linear regression models. Results: β-cell glucose sensitivity strongly predicted glucose tolerance during the OGTT (IQR increase effect: −87 mg/dL; 95% CI: −141, −32; p = 0.003) but not fasting glucose (p = 0.4). Patients with lower β-cell glucose sensitivity showed the widest range of glucose tolerance during the OGTT, some approaching diabetic levels whereas others tolerating glucose well; insulin sensitivity was the strongest determinant of this variance (IQR increase effect: −49 mg/dL; 95% CI: −68, −31; p < 0.001) significantly influencing the relationship between β-cell glucose sensitivity and glucose tolerance (interaction term p = 0.035). Conversely, insulin clearance did not show a statistically significant association with mean glucose levels during the OGTT (β: 4.2; 95% CI: −8.0, 16; p = 0.5). However, a non-linear relationship between insulin clearance and β-cell glucose sensitivity was identified, and three distinct metabolic subgroups were defined, highlighting the heterogeneity underlying the development of dysglycemia. Conclusions: β-cell glucose sensitivity is the primary determinant of glucose tolerance during an oral glucose challenge. While high β-cell glucose sensitivity often overcomes low insulin sensitivity, the latter becomes crucial when β-cell glucose sensitivity is low. The identification of distinct metabolic profiles, related to insulin secretion and clearance, highlights the heterogeneity of the transition from glucose tolerance to dysglycemia.

MetabolitesVol. 16(4)
University of Milan (IT), IRCCS Istituto Auxologico Italiano (IT), Istituti di Ricovero e Cura a Carattere Scientifico (IT), National Research Council (IT)
Openalex Percentile: Top 8%
Diabetes, Cardiovascular Risks, and Lipoproteins
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