Main glucose hepatic fluxes in healthy subjects predicted from a phenomenological-based model

Background: The liver has a unique role in blood glucose regulation in postprandial, postabsorptive, and fasting states. In the context of diabetes technology, current maximal models of glucose homeostasis lack a proper dynamical description of main glucose-related fluxes acting over and from the liver, providing a rather simplistic estimation of key quantities as endogenous glucose production and insulin and glucagon clearance. Methods: Using a three-phase well-established phenomenological-based semi-physical modeling (PBSM) methodology, we built a detailed physiological model of hepatic glucose metabolism, including glucose utilization, endogenous glucose production through gluconeogenesis and glycogenolysis, and insulin and glucagon clearance. Mean absolute errors (MAE) were used to assess the goodness of fit of the proposed model against the data from three different in-vivo experiments -two oral glucose tolerance tests (OGTT) and a mixed meal challenge following overnight fasting-in healthy subjects. Results: Needing little parameter calibration, the proposed model predicts experimental systemic glucose mean ± std 5.4 ± 5.2, 7.5 ± 6.8, and 7.5 ± 7.5 mg/dL, in all three experiments. Low MAEs were also obtained for insulin and glucagon at the hepatic vein. Conclusions: The quantitative concordance of our model to the experimental data exhibits a potential for its use in the physiological study of glucose liver metabolism. The model structure and parameter interpretability allow the union with other semi-physical models for a better understanding of whole-body glucose homeostasis and its use in developing diabetes technology tools.

• Autores: Builes Montaño, Carlos Esteban; Lema Pérez, Laura; García Tirado, José; Álvarez Zapata, Hernán Darío
• Tipo de recurso: Article of investigation
• Fecha de publicación: 2022
• Institución: Universidad de Antioquia
• Repositorio: Repositorio UdeA
• Idioma: eng
• OAI Identifier: oai:bibliotecadigital.udea.edu.co:10495/48369
• Acceso en línea: https://hdl.handle.net/10495/48369
• Palabra clave: Modelos matemáticos; Mathematical models; Diabetes mellitus; Hígado; Liver; Glucemia - metabolismo; Blood Glucose - metabolism; Diabetes Mellitus Tipo 2; Diabetes Mellitus, Type 2*; Glucagón - metabolismo; Glucagon - metabolism; Glucosa - metabolismo; Glucose - metabolism; Voluntarios Sanos; Healthy Volunteers; Insulina - metabolismo; Insulin - metabolism; http://id.loc.gov/authorities/subjects/sh2002007921; https://id.nlm.nih.gov/mesh/D003920; https://id.nlm.nih.gov/mesh/D008099; https://id.nlm.nih.gov/mesh/D001786; https://id.nlm.nih.gov/mesh/D003924; https://id.nlm.nih.gov/mesh/D005934; https://id.nlm.nih.gov/mesh/D005947; https://id.nlm.nih.gov/mesh/D064368; https://id.nlm.nih.gov/mesh/D007328
• Rights: openAccess
• License: http://creativecommons.org/licenses/by/4.0/