Title :
Advancing Our Understanding of the Glucose System via Modeling: A Perspective
Author :
Cobelli, C. ; Dalla Man, Chiara ; Pedersen, Morten Gram ; Bertoldo, A. ; Toffolo, G.
Author_Institution :
Dept. of Inf. Eng., Univ. of Padova, Padua, Italy
Abstract :
The glucose story begins with Claude Bernard´s discovery of glycogen and milieu interieur, continued with Banting´s and Best´s discovery of insulin and with Rudolf Schoenheimer´s paradigm of dynamic body constituents. Tracers and compartmental models allowed moving to the first quantitative pictures of the system and stimulated important developments in terms of modeling methodology. Three classes of multiscale models, models to measure, models to simulate, and models to control the glucose system, are reviewed in their historical development with an eye to the future.
Keywords :
biochemistry; molecular biophysics; proteins; reviews; Claude Bernard´s glycogen discovery; Rudolf Schoenheimer´s paradigm; compartmental models; dynamic body constituents; glucose system; milieu interieur; modeling methodology; multiscale models; stimulated important developments; tracer models; Biochemistry; Computational modeling; Insulin; Mathematical model; Numerical models; Plasmas; Sugar; Artificial pancreas; diabetes; glucose control; insulin action; insulin secretion; minimal models; simulation models;
Journal_Title :
Biomedical Engineering, IEEE Transactions on
DOI :
10.1109/TBME.2014.2310514