The Circle of Willis (CoW) is a ringlike structure of blood vessels found at the base of the brain. Its main function is to distribute oxygen-rich arterial blood to the cerebral mass. In a previous study, a one-dimensional (1D) model of the CoW was created to simulate a series of possible clinical scenarios such as occlusions in afferent arteries, absent or stringlike circulus vessels, or arterial infarctions (Moorhead et al., 2004, Comput. Methods Biomech. Biomed. Eng., 7(3), pp. 121–130). The model captured cerebral haemodynamic autoregulation by using a proportional-integral-derivative (PID) controller to modify efferent artery resistances. Although some good results and correlations were achieved, the model was too simple to capture all the transient dynamics of autoregulation. Hence a more physiologically accurate model has been created that additionally includes the oxygen dynamics that drive the autoregulatory response. Results very closely match accepted physiological response and limited clinical data. In addition, a set of boundary conditions and geometry is presented for which the autoregulated system cannot provide sufficient perfusion, representing a condition with increased risk of stroke and highlighting the importance of modeling the haemodynamics of the CoW. The system model created is computationally simple so it can be used to identify at-risk cerebral arterial geometries and conditions prior to surgery or other clinical procedures.

1.
Hillen
,
B.
,
Hoogstraten
,
H.
, et al.
, 1986, “
A Mathematical Model of the Flow in the Circle of Willis
,”
J. Biomech.
0021-9290,
19
(
3
), pp.
187
194
.
2.
Cassot
,
F.
,
Zagzoule
,
M.
, and
Marc-Vergnes
,
J.
, 2000, “
Hemodynamic Role of the Circle of Willis in Stenoses of Internal Carotid Arteries. An Analytical Solution of a Linear Model
,”
J. Biomech.
0021-9290,
33
, pp.
395
405
.
3.
Lodi
,
C. A.
, and
Ursino
,
M.
, 1999, “
Hemodynamic Effect of Cerebral Vasospasm in Humans: A Modeling Study
,”
Ann. Biomed. Eng.
0090-6964,
27
, pp.
257
273
.
4.
Hudetz
,
A. G.
,
Halsey
,
J. H.
Jr.
,
Horton
,
C. H.
,
Conger
,
K. A.
, and
Reneau
,
D. D.
, 1982, “
Mathematical Simulation of Cerebral Blood Flow in Focal Ischemia
,”
Stroke
0039-2499,
13
(
5
), pp.
693
700
.
5.
Ferrandez
,
A.
,
David
,
T.
, et al.
, 2002, “
Numerical Models of Auto-regulation and Blood Flow in the Cerebral Circulation
,”
Comput. Methods Biomech. Biomed. Eng.
1025-5842,
5
(
1
), pp.
7
19
.
6.
Moore
,
S.
,
Moorhead
,
K. T.
,
Chase
,
J. G.
,
David
,
T.
, and
Fink
,
J.
, 2005, “
1D and 3D Models of Cerebrovascular Flow
,”
ASME J. Biomech. Eng.
0148-0731,
127
, pp.
440
449
.
7.
Moorhead
,
K. T.
,
Doran
,
C. V.
,
Chase
,
J. G.
, and
David
,
T.
, 2004, “
Lumped Parameter and Feedback Control Models of the Auto-Regulatory Response in the Circle of Willis
,”
Comput. Methods Biomech. Biomed. Eng.
1025-5842,
7
(
3
), pp.
121
130
.
8.
Guyton
,
A. C.
, 1991,
Textbook of Medical Physiology
, 8th ed.,
W.B. Saunders Company
, Philadelphia.
9.
Heiss
,
W. D.
,
Thiel
,
A.
,
Grond
,
M.
, and
Graf
,
R.
, 1999, “
Which Targets are Relevant for Therapy of Acute Ischemic Stroke?
Stroke
0039-2499,
30
, pp.
1486
1489
.
10.
Baron
,
J. C.
, 2001, “
Perfusion Thresholds in Human Cerebral Ischemia: Historical Perspective and Therapeutic Implications
,”
Cerebrovasc Dis.
1015-9770,
11
(suppl
1
), pp.
2
8
.
11.
Keener
,
J.
, and
Sneyd
,
J.
, 1998,
Mathematical Physiology
,
Springer-Verlag
, New York.
12.
Dirnagl
,
U.
, and
Pulsinelli
,
W.
, 1999, “
Autoregulation of Cerebral Blood Flow in Experimental Focal Brain Iscemia
,”
J. Cereb. Blood Flow Metab.
0271-678X,
10
, pp.
327
336
.
13.
Newell
,
D.
,
Aaslid
,
R.
, et al.
, 1994, “
Comparison of Flow and Velocity During Dynamic Autoregulation Testing in Humans
,”
Stroke
0039-2499,
25
, pp.
793
797
.
14.
Walters
,
F. J. M.
, 1998, “
Intracranial Pressure and Cerebral Blood Flow
,”
Update in Anaesthesia
,
8
, pp.
18
23
.
15.
Arnold
,
J.
,
Fink
,
J.
,
David
,
T.
,
Chase
,
J. G.
,
Moore
,
S.
,
Moorhead
,
K. T.
, and
Alzaidi
,
S.
, 2004, “
Anatomical Variations of the Circle of Willis and Magnetic Resonance Measurement Techniques
,”
Proceedings of the 2004 Annual Conference of the Australasian College of Physical Scientists and Engineers in Medicine (ACPEM)
,
Christchurch
, New Zealand, Nov.
22
23
.
You do not currently have access to this content.