Modeling hepatic glucose tracer kinetics from isotope dilution technique and deuterium metabolic imaging in postbariatric surgery and nonoperated individuals.

Michele Schiavon, Chiara Dalla Man, Roland Kreis, Jeanine J Prompers, David Herzig, Lia Bally, Alessandro Brunasso, Simone Poli

Journal: American journal of physiology. Endocrinology and metabolism 2025;329(1):E102-E116

PMID: 40418083

Abstract

Despite extensive research on liver metabolism, mathematical models describing hepatic glucose kinetics are currently limited due to the lack of organ-level data. Here, we propose a model of postprandial hepatic glucose kinetics exploiting liver deuterium metabolic imaging (DMI) data combined with plasma isotope dilution analysis in humans. We used data from 10 individuals who had previously undergone Roux-en-Y gastric bypass surgery (RYGB) and 10 healthy controls (HCs). The experimental setting included a labeled oral glucose tolerance test comprising 60 g of [6,6'-H]-glucose in combination with liver DMI at 7 T. The hepatic glucose tracer signal was frequently quantified over 150 min, whereas peripheral plasma insulin and glucose tracer concentrations were measured in venous blood. The model was able to describe both liver and peripheral glucose tracer data well and provided estimates of postprandial glucose appearance and disposal in both the liver and the systemic circulation. The model predicted that almost all the ingested glucose had appeared in the liver in RYGB, but not in HC (89.0% vs. 64.0%, = 0.008) after 150 min, whereas total hepatic disposal (RYGB = 26.4% vs. HC = 29.7%) and first-pass extraction (RYGB = 10.7% vs. HC = 11.4%) were similar between populations. The fraction of glucose eliminated in the periphery was greater in RYGB (49.9% vs. 25.3%, = 0.003). Finally, no differences were observed in hepatic blood flow and GLUT2 transport rates. Although further studies are needed to validate and extend the model to include endogenous glucose production and disposal, it can be used to quantify parameters, and possibly reveal defects, of hepatic glucose handling. The proposed hepatic model allows, for the first time, to describe postprandial liver glucose tracer kinetics in humans, allowing to estimate exogenous glucose appearance and disposal in the liver, as well as glucose transport and hepatic blood flow rate. The model may become a useful tool in clinical research by supporting the identification of metabolic defects at the hepatic level without requiring invasive procedures.

Address: Department of Information Engineering, University of Padova, Padova, Italy.; Magnetic Resonance Methodology, Institute of Diagnostic and Interventional Neuroradiology, University of Bern, Bern, Switzerland.; Translational Imaging Center, sitem-insel, Bern, Switzerland.; Graduate School for Cellular and Biomedical Sciences, University of Bern, Bern, Switzerland.; Department of Human Biology, NUTRIM School of Nutrition and Translational Research in Metabolism, Maastricht University Medical Center+, Maastricht, The Netherlands.; Department of Radiology and Nuclear Medicine, NUTRIM School of Nutrition and Translational Research in Metabolism, Maastricht University Medical Center+, Maastricht, The Netherlands.; Department of Diabetes, Endocrinology, Nutritional Medicine and Metabolism, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland.; Magnetic Resonance Methodology, Institute of Diagnostic and Interventional Neuroradiology, University of Bern, Bern, Switzerland.; Translational Imaging Center, sitem-insel, Bern, Switzerland.
Bant logo

© Copyright 2026, Nutrition Evidence

NED wishes to thank the following organisations for their support:

We use cookies to improve your experience and analyze site traffic with Google Analytics. By continuing to use our site, you agree to our use of cookies. Learn more.