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February 19, 20260 citationsOpen Access

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.

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ABAlessandro BrunassoNLNaomi F. LangeSPSimone Poli

Key Points

  • The study aims to explore hepatic glucose metabolism in individuals with type 1 diabetes and compare it to healthy controls.
  • Conducted a cross-sectional analysis with individuals with type 1 diabetes and healthy controls.
  • Participants ingested deuterated glucose for tracking metabolic changes.
  • Utilized deuterium metabolic imaging and 13C-MRS to assess liver glucose and glycogen dynamics.
  • Collected blood samples to measure glucose, insulin, and glucagon levels.
  • Individuals with type 1 diabetes had significantly higher baseline plasma glucose levels compared to controls (10.7 vs 5.2 mmol/l).
  • After ingesting glucose, hepatic D-Glc levels significantly increased in type 1 diabetes participants (4.7 vs 3.0 mmol/l).
  • Glycogen levels did not increase in type 1 diabetes individuals post-ingestion, unlike controls, indicating impaired glycogen synthesis.
  • Identified two distinct subgroups within type 1 diabetes, with one subgroup showing a divergent glucose metabolism profile.

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.

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Cite This Study

Brunasso et al. (2026) studied this question.

synapsesocial.com/papers/6996a84cecb39a600b3eed60https://doi.org/10.48620/94665
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