Advancing Our Understanding of the Glucose System via Modeling: A Perspective

被引:27
作者
Cobelli, Claudio [1 ]
Dalla Man, Chiara [1 ]
Pedersen, Morten Gram [1 ]
Bertoldo, Alessandra [1 ]
Toffolo, Gianna [1 ]
机构
[1] Univ Padua, Dept Informat Engn, I-35131 Padua, Italy
关键词
Artificial pancreas; diabetes; glucose control; insulin action; insulin secretion; minimal models; simulation models; CLOSED-LOOP CONTROL; BETA-CELL SENSITIVITY; INSULIN DELIVERY RATE; MINIMAL MODEL; ARTIFICIAL PANCREAS; MATHEMATICAL-MODEL; QUANTITATIVE ESTIMATION; EXPERIMENTAL VALIDATION; GLOBAL IDENTIFIABILITY; CYTOPLASMIC CA2+;
D O I
10.1109/TBME.2014.2310514
中图分类号
R318 [生物医学工程];
学科分类号
100103 [病原生物学];
摘要
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.
引用
收藏
页码:1577 / 1592
页数:16
相关论文
共 154 条
[1]
MATHEMATICAL MODEL OF GLUCOSE-TOLERANCE TEST [J].
ACKERMAN, E ;
MCGUCKIN, WF ;
ROSEVEAR, JW .
PHYSICS IN MEDICINE AND BIOLOGY, 1964, 9 (02) :203-&
[2]
Ackerman E., 1967, COMPARTMENTS POOLS S, P157
[3]
ARTIFICIAL ENDOCRINE PANCREAS [J].
ALBISSER, AM ;
LEIBEL, BS ;
EWART, TG ;
DAVIDOVAC, Z ;
BOTZ, CK ;
ZINGG, W .
DIABETES, 1974, 23 (05) :389-396
[4]
A PROBABILISTIC APPROACH TO GLUCOSE PREDICTION AND INSULIN DOSE ADJUSTMENT - DESCRIPTION OF METABOLIC MODEL AND PILOT EVALUATION STUDY [J].
ANDREASSEN, S ;
BENN, JJ ;
HOVORKA, R ;
OLESEN, KG ;
CARSON, ER .
COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, 1994, 41 (3-4) :153-165
[5]
[Anonymous], 1985, A physiologic model of glucose metabolism in man and its use to design and assess improved insulin therapies for diabetes
[6]
[Anonymous], 1848, serie
[7]
ARTOM C., 1938, ARCH INTERNAT PHYSIOL, V47, P245, DOI 10.3109/13813453809148721
[8]
Global identifiability of nonlinear models of biological systems [J].
Audoly, S ;
Bellu, G ;
D'Angiò, L ;
Saccomani, MP ;
Cobelli, C .
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2001, 48 (01) :55-65
[9]
STABLE-LABEL INTRAVENOUS GLUCOSE-TOLERANCE TEST MINIMAL MODEL [J].
AVOGARO, A ;
BRISTOW, JD ;
BIER, DM ;
COBELLI, C ;
TOFFOLO, G .
DIABETES, 1989, 38 (08) :1048-1055
[10]
Banting FG, 1922, CAN MED ASSOC J, V7, P141