Jb. Olansen et al., A closed-loop model of the canine cardiovascular system that includes ventricular interaction, COMPUT BIOM, 33(4), 2000, pp. 260-295
A closed-loop model of cardiopulmonary circulation has been developed for t
he study of right-left ventricular interaction under physiologically normal
and altered conditions. The core model provides insight into the effects o
f ventricular interaction and pericardial mechanics on hemodynamics. The co
mplete model contains realistic descriptions of (a) the interacting ventric
ular free walls and septum, (b) the atria, (c) the pericardium, and (d) the
systemic and pulmonary vascular loads. The current analysis extends previo
us work on ventricular interaction and pericardial influence under isolated
heart conditions to loading conditions imposed by a closed-loop model of t
he circulation. A nonlinear least-squares parameter identification method (
Levenberg-Marquardt algorithm) is used, together with parameter sensitivity
analysis, to estimate the values of key parameters associated with the ven
tricular and circulation models. Pressure measurements taken at several ana
tomical locations in the circulation during openchest experiments on dogs a
re used as data in the identification process. The complete circulatory mod
el, including septal and pericardial coupling, serves as a virtual testbed
for assessing the global affects of localized mechanical or hemodynamic alt
erations. Studies of both direct and series ventricular interaction, as wel
l as the effect of the pericardium on cardiac performance, are accomplished
with this model. Alterations in model parameter values are used to predict
the impact of disease and/or clinical interventions on steady-state hemody
namic performance. Additionally, a software package titled CardioPV has bee
n developed to integrate the complete model with data acquisition tools and
a sophisticated graphical user interface, The complete software package en
ables users to collect experimental data, use the data to estimate model pa
rameters, and view the model outputs in an online setting. (C) 2000 Academi
c Press.