Novel deuterium metabolic imaging technique reveals distinct patterns of postprandial hepatic glucose homeostasis in individuals with type 1 diabetes and healthy control individuals: a case-control study.

Aims/hypothesis Subcutaneous insulin delivery in individuals with insulin-deficient type 1 diabetes bypasses the portal circulation, disrupting the physiological porto-systemic insulin gradient and affecting postprandial hepatic glucose regulation. However, direct, non-invasive measurement of these liver-specific dynamics and their deviation from normal physiology in individuals with type 1 diabetes is challenging. To address this, we integrated metabolic imaging with whole-body tracer dilution to map postprandial glucose metabolism in both the liver and systemically in adults with type 1 diabetes and healthy control individuals.Methods In this cross-sectional study, ten adults with type 1 diabetes and ten healthy control individuals with similar age, BMI and gender distributions were enrolled. After an overnight fast, participants ingested 60 g [6,6'-2H2]-glucose (D-Glc); subcutaneous insulin was administered to type 1 diabetes participants according to their carbohydrate-to-insulin ratio. Interleaved deuterium metabolic imaging (DMI) and 13C-magnetic resonance spectroscopy (13C-MRS) at 7 T were performed from pre-ingestion to 150 min post-ingestion to quantify hepatic D-Glc and glycogen concentrations. Blood samples were collected to measure plasma glucose, insulin and glucagon. Postprandial glucose-insulin dynamics were quantified using the single tracer oral minimal model, accounting for non-steady-state insulin exposure.Results At baseline, individuals with type 1 diabetes had significantly higher plasma glucose concentrations than control individuals (10.7±2.3 and 5.2±0.4 mmol/l, respectively; p<0.001), while preprandial glycogen levels did not differ significantly. Following D-Glc administration, hepatic D-Glc increased more markedly in the individuals with type 1 diabetes compared with the control group (peak values 4.7±2.0 and 3.0±0.8 mmol/l, respectively; p=0.02). In the postprandial period, glycogen levels did not significantly rise at 150 min in type 1 diabetes, whereas a clear increase was observed in control individuals (iAUC0-180=2.4 mol/l × min). Despite similar systemic insulin exposure and no significant differences in postprandial glucagon concentrations between groups, individuals with type 1 diabetes demonstrated significantly reduced suppression of endogenous glucose production (p=0.001) but similar insulin-dependent glucose disposal. Hierarchical clustering identified two distinct type 1 diabetes subgroups: Subgroup 1 exhibited a steeper increase in both hepatic and systemic D-Glc profiles, while subgroup 2 showed a divergent D-Glc trajectory and net glycogen depletion relative to accumulation in subgroup 1 (iAUC0-180=-3.0 vs 2.5 mol/l × min, p=0.04), despite no overt clinical differences between subgroups.Conclusions/interpretation By integrating DMI/13C-MRS liver imaging with systemic stable-isotope modelling, this comparative study demonstrates significantly altered hepatic glucose metabolism in adults with well-managed type 1 diabetes vs control individuals, together with substantial phenotypic heterogeneity within the type 1 diabetes cohort. These findings highlight the potential of non-invasive metabolic phenotyping to resolve metabolic alterations and inter-individual variation in type 1 diabetes, which are essential steps towards the provision of precision medicine.

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Open Access CRIS of the University of Bern
Published
2026-02-16
DOI
https://doi.org/10.48620/94665
Primary Topic
Diabetes Management and Research
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article
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article

Novel deuterium metabolic imaging technique reveals distinct patterns of postprandial hepatic glucose homeostasis in individuals with type 1 diabetes and healthy control individuals: a case-control study.

LIA BALLY, David Herzig, Simone Poli, Naomi F. Lange et al.
Open Access CRIS of the University of Bern
Diabetes Management and Research
article

Novel deuterium metabolic imaging technique reveals distinct patterns of postprandial hepatic glucose homeostasis in individuals with type 1 diabetes and healthy control individuals: a case-control study.

LIA BALLY, David Herzig, Simone Poli, Naomi F. Lange, Alessandro Brunasso, Roland Kreis, Chiara Dalla Man, Michele Schiavon
article en

Abstract

Aims/hypothesis Subcutaneous insulin delivery in individuals with insulin-deficient type 1 diabetes bypasses the portal circulation, disrupting the physiological porto-systemic insulin gradient and affecting postprandial hepatic glucose regulation. However, direct, non-invasive measurement of these liver-specific dynamics and their deviation from normal physiology in individuals with type 1 diabetes is challenging. To address this, we integrated metabolic imaging with whole-body tracer dilution to map postprandial glucose metabolism in both the liver and systemically in adults with type 1 diabetes and healthy control individuals.Methods In this cross-sectional study, ten adults with type 1 diabetes and ten healthy control individuals with similar age, BMI and gender distributions were enrolled. After an overnight fast, participants ingested 60 g [6,6'-2H2]-glucose (D-Glc); subcutaneous insulin was administered to type 1 diabetes participants according to their carbohydrate-to-insulin ratio. Interleaved deuterium metabolic imaging (DMI) and 13C-magnetic resonance spectroscopy (13C-MRS) at 7 T were performed from pre-ingestion to 150 min post-ingestion to quantify hepatic D-Glc and glycogen concentrations. Blood samples were collected to measure plasma glucose, insulin and glucagon. Postprandial glucose-insulin dynamics were quantified using the single tracer oral minimal model, accounting for non-steady-state insulin exposure.Results At baseline, individuals with type 1 diabetes had significantly higher plasma glucose concentrations than control individuals (10.7±2.3 and 5.2±0.4 mmol/l, respectively; p<0.001), while preprandial glycogen levels did not differ significantly. Following D-Glc administration, hepatic D-Glc increased more markedly in the individuals with type 1 diabetes compared with the control group (peak values 4.7±2.0 and 3.0±0.8 mmol/l, respectively; p=0.02). In the postprandial period, glycogen levels did not significantly rise at 150 min in type 1 diabetes, whereas a clear increase was observed in control individuals (iAUC0-180=2.4 mol/l × min). Despite similar systemic insulin exposure and no significant differences in postprandial glucagon concentrations between groups, individuals with type 1 diabetes demonstrated significantly reduced suppression of endogenous glucose production (p=0.001) but similar insulin-dependent glucose disposal. Hierarchical clustering identified two distinct type 1 diabetes subgroups: Subgroup 1 exhibited a steeper increase in both hepatic and systemic D-Glc profiles, while subgroup 2 showed a divergent D-Glc trajectory and net glycogen depletion relative to accumulation in subgroup 1 (iAUC0-180=-3.0 vs 2.5 mol/l × min, p=0.04), despite no overt clinical differences between subgroups.Conclusions/interpretation By integrating DMI/13C-MRS liver imaging with systemic stable-isotope modelling, this comparative study demonstrates significantly altered hepatic glucose metabolism in adults with well-managed type 1 diabetes vs control individuals, together with substantial phenotypic heterogeneity within the type 1 diabetes cohort. These findings highlight the potential of non-invasive metabolic phenotyping to resolve metabolic alterations and inter-individual variation in type 1 diabetes, which are essential steps towards the provision of precision medicine.

Open Access CRIS of the University of Bern
Diabetes Australia (AU), Tracer Technologies (United States) (US), Cellular Research (United States) (US), Resonance Research (United States) (US)
Good health and well-being
Openalex Percentile: Top 55%
Diabetes Management and Research
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