Modeling nonsteady-state metabolism from arteriovenous data.
The use of arteriovenous (AV) concentration differences to measure the production of a substance at organ/tissue level by Fick principle is limited to steady state. Out of steady state, there is the need, as originally proposed by Zierler, to account for the nonnegligible transit time of the substance through the system. Based on this theory, we propose a modeling approach that adopts a parametric description for production and transit time. Once the unknown parameters are estimated on AV data, the transition time of the substance can be assessed and production can be reconstructed. As a case study, we discuss the estimation of pancreatic insulin secretion during a meal from C-peptide concentrations measured in femoral artery and hepatic vein in 12 subjects. Results support the importance of accounting for nonnegligible transit times, even if C-peptide mean transit time across the splanchnic bed is rather limited (3.3 ± 1.3 min), it affects the estimation of pancreatic insulin secretion which shows a significantly different profile in the early portion of the postprandial period when estimated either with the novel modeling approach or with the simplified steady state equation.
Department of Information Engineering, University of Padova, Padova 35129, Italy. erica.manesso@thep.lu.se
Erica
E
Manesso
Gianna M
GM
Toffolo
Rita
R
Basu
Robert A
RA
Rizza
Claudio
C
Cobelli
D000465:Algorithms; D001499:Bayes Theorem; D001786:Blood Glucose / Q000378:metabolism; D002096:C-Peptide / Q000097:blood / Q000378:metabolism; D016208:Databases, Factual; D005263:Femoral Artery / Q000502:physiology*; D006503:Hepatic Veins / Q000502:physiology*; D006801:Humans; D007328:Insulin / Q000378:metabolism; D000078790:Insulin Secretion; D007515:Islets of Langerhans / Q000378:metabolism; D053858:Metabolic Networks and Pathways / Q000502:physiology*; D008954:Models, Biological
D001786:Blood Glucose; D002096:C-Peptide; D007328:Insulin