A composite computational model of liver glucose homeostasis. II. Exploring system behaviour.
Using a composite model of the glucose homeostasis system, consisting of seven interconnected submodels, we enumerate the possible behaviours of the model in response to variation of liver insulin sensitivity and dietary glucose variability. The model can reproduce published experimental manipulations of the glucose homeostasis system and clearly illustrates several important properties of glucose homeostasis-boundedness in model parameters of the region of efficient homeostasis, existence of an insulin sensitivity that allows effective homeostatic control and the importance of transient and oscillatory behaviour in characterizing homeostatic failure. Bifurcation analysis shows that the appearance of a stable limit cycle can be identified.
CoMPLEX, University College London, Gower Street, London WC1E 6BT, UK.
T
T
Sumner
J
J
Hetherington
R M
RM
Seymour
L
L
Li
M
M
Varela Rey
S
S
Yamaji
P
P
Saffrey
O
O
Margoninski
I D L
ID
Bogle
A
A
Finkelstein
A
A
Warner
D000204:Activity Cycles / Q000502:physiology; D001786:Blood Glucose / Q000378:metabolism; D005947:Glucose / Q000378:metabolism*; D006706:Homeostasis; D006801:Humans; D007328:Insulin / Q000378:metabolism; D007333:Insulin Resistance / Q000502:physiology; D008099:Liver / Q000378:metabolism*; D008954:Models, Biological; D049490:Systems Biology
D001786:Blood Glucose; D007328:Insulin; D005947:Glucose