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Abstract— Aerobatic and military maneuvers subjects pilots to
high gravitational forces that could lead to injuries or death. This study
looks into the gravitational effects and hazards inside cerebral
aneurysms via detailed numerical analysis in the context of the fluid-
solid interactions. Dimensions for the approximate model used in this
study are derived from actual patient angiograph images in addition to
other clinical reports from literature. The study focuses on analyzing
the effect of positive and negative z-axis gravitational forces ranging
from negative 3g to positive 3g on cerebral aneurysms. The results
show that negative acceleration has no effect on maximum Wall Shear
Stress (WSS). It is believed that elevated z-axis acceleration will not
cause aneurysm initiation/formation however it causes hypertension
which could contribute to aneurysm rupture. Any type of z-axis
acceleration causes increase in the blood static pressure.
Keywords— Aneurysm, CFD, Wall Shear Stress, gravity, fluid
dynamics, bifurcation artery.
I. INTRODUCTION
intracranial aneurysm is a vascular disorder
characterized by abnormal focal dilation of a brain
artery which is considered as a serious and potentially life-
threatening condition. The weariness of the inner muscular
layer of a blood vessel wall can cause the abnormal focal
dilation of the artery which can compress surrounding nerves
and brain tissue resulting in many serious medical conditions.
Recently more cases of patients with unruptured intracranial
aneurysms are diagnosed due to continuous development of
accurate noninvasive cerebrovascular imaging techniques. It
has been reported in a clinical study [1] that the occurrence of
unruptured intracranial aneurysms is around 6.5% for a sample
of 400 adult volunteers (age 39 to 71 years old with mean age
of 55 years). The rupture of a cerebral aneurysm usually results
in internal bleeding such as a subarachnoid hemorrhage and
intracranial hematoma [2]. The importance of studying
aneurysms is that it affects around 2% of adults and in case of
rupture such condition can lead to death if urgent medical
intervention did not take place [3].
It has been shown in literature [4] that, due to gravity force
acceleration, the aneurysm position affect the hydrodynamics
of brain aneurysms. These results reported [4] that an aneurysm
oriented in opposite direction of gravity acceleration, has a very
low risk of thrombosis. Also it is reported [4], the greatest flow
turbulence against the wall is found in the aneurysm oriented
Eng. Hashem M. Alargha and Dr. Mohammad O. Hamdan are with the
United Arab Emirates University, Mechanical Engineering Department, United
Arab Emirates; Email: mohammadh@uaeu.ac.ae).
downwards, that is parallel to the force of gravity which causes
higher risk of growth and rupture, in comparison with other
conditions.
A report by the U.S. Federal Aviation Administration (FAA)
mentions that little is known about the effects of high negative
gravities on humans and that blood vessels in the brain can only
tolerate weak gravitational forces. Four case reports of aircraft
accidents due to gravity induced loss of consciousness were
presented to proof that intense gravity is very hazardous [5].
It was reported in many cases that aneurysms could rupture
due to negative gravitational forces that are induced in roller
coaster rides. A case report published by the journal of
neurosurgery presents a case of a 32 year old women that
developed a traumatic distal anterior cerebral artery aneurysm
from a roller coaster ride [6]. The report mentions that a
relatively minor trauma caused by a roller coaster ride led to
aneurysm formation while severe injuries from falls and road
accidents cause aneurysm formation [6].
The aim of this study is to numerically study the effect of high
vertical accelerations on hemodynamics and such accelerations
can affect the initiation, growth and rupture of cerebral
aneurysms. The study reports the effect of vertical acceleration
on the wall shear stresses, the wall strain and the wall stresses
of cerebral aneurysm. Procedure for Paper Submission
II.PROBLEM FORMULATION
A.Geometric Formulation
A diagram of the computation domain of the terminal aneurysm
is modeled using an idealized outline and is shown in figure 1a.
Repetitive impingement against the vessel wall under pulsatile
flows may induce fatigue, initiation and growth of aneurysms
and it is expected that flow impingement on the tip of terminals
generates unstable helical flow patterns near the wall. For the
geometry, the model is divided into three sections of interest;
(i) the aneurysm, (ii) the parent artery and (iii) the sister arteries.
In our model, we are supposing the reasonability of using an
idealized geometry. Dimensions for the model are derived from
actual patient angiograph images shown in figure 1b in addition
to other clinical reports from literature [7-9].
The parent artery and the sister arteries are modeled as a tube
of diameter 𝐷 𝑝.𝑎. = 2.5 𝑚𝑚 and length of 𝑙 = 10 𝑚𝑚. The
sister arteries are bifurcating from the parent artery and are
given the same radius as the parent artery for simplicity and
Dr. Waseem H. Aziz is with the Tawam Hospital, Neuro Endovascular
Centre, Al Ain, United Arab Emirates (e-mail: Waseem.aziz@tawam.ae).
Numerical Study on the Hazards of
Gravitational Forces on Cerebral Aneurysms
Hashem M. Alargha, Mohammad O. Hamdan, Waseem H. Aziz
An
since such arteries conditions have been observed in clinical
patient angiograph image of a patient (Figure 1b). The length of
parent and sister arteries are selected to be 𝑙 = 10 𝑚𝑚. Five
cases were studied for aneurysms with 𝐷 𝑎 = 0, 4, 6, 8 𝑎𝑛𝑑 12
and 12 millimeters for fixed parent arteries 𝐷 𝑝.𝑎.. For the five
cases studied the aspect ratio 𝐷 𝑎/𝐷 𝑝.𝑎. is calculated. Following
the work of Sherif et. al. [7], the wall thickness of the aneurysm
is modeled to be uniform with 𝑡 𝑎 = 0.25 𝑚𝑚 and arteries
(parent and sister) of 𝑡 𝑐 = 0.46 𝑚𝑚. The aneurysm wall
thickness is less than that the artery due to wall stretching that
increases the surface area while the wall thickness shrinks from
0.46 mm to 0.25 mm.
Figure 1 Terminal aneurysm geometry (a, left) schematic diagram
used in the FSI analysis, (b, right) Angiograph image
B. Material Properties
For the blood, the density is taken as 1050
𝑘𝑔
𝑚3 , based on a
previous study by our team the Newtonian viscosity model
assumption is invalid in aneurysmal studies [10]. Hence, the
viscosity model considered in this study is the non-Newtonian
based on Carreau model with constants proposed by Siebert et
al. [11]. For the artery and aneurysm wall, the density,
Poisson’s ratio and elastic modulus are set to 1120 𝑘𝑔/𝑚3
, 0.4
and 0.9 MPa, respectively. These values closely correspond to
those reported for an aged patient for whom the arterial wall is
stiffened with an elasticity less than that of a healthy young
person [12-14].
C. Boundary Conditions
For the blood flow, a steady-state uniform velocity is used at
the inlet of the artery with a maximum blood velocity of 0.5
m/s. The maximum blood velocity is used since at this condition
maximum pressure is produced which should significantly
affect the wall stresses and deformation.
The effect of gravity forces are mainly modeled as blood
pressure. Seven gravity settings are investigated in this study
from -3g up to 3g including 0 g. In all these cases, the outlet
static pressures of cerebral aneurysms is calculated as follows:
𝑃𝑎𝑛 = 𝑃ℎ𝑒𝑎𝑟𝑡 + 𝜌 𝑔 ℎ
ρ is blood density, g is the gravity acceleration and h is the
location of the aneurysm with respect to the heart. The
following assumption is used in the calculation:
 This study is estimating that the aneurysm to be 20 cm
far away from the heart in the spin direction which
represent 10 cm below the head tip.
 The average height of individuals in the UAE is 1.7
meters [15].
 Average blood pressure used in this study 100 mmHg
(13332 Pa) and the heart pressure is calculated at 1-g
is found to be Pℎ𝑒𝑎𝑟𝑡 = 10,241 𝑃𝑎. The average
blood pressure is calculated by adding the heart
pressure Pℎ𝑒𝑎𝑟𝑡 = 10,241 𝑃𝑎 to weight of the blood
column above the heart (it is estimated the heart is
located at 0.3 m below the head tip).
The aneurysms pressure is calculated using the above equation
for several g-values (mainly; -3g, -2g, -1g, 0g, 1g, 2g and 3g)
and plotted as shown in Figure 2.
Figure 2 Pressures along the body for different gravities
D. Numerical Formulation
The model is divided into three sections of interest, the
aneurysm dome, the parent artery and the sister arteries. The
final mesh used in this study contains around 1.2x106
elements
with the minimum mesh size of 0.1 mm. The convergence
residuals criteria are set to 1 × 10−6
for all variables. A mesh
independence study is implemented to make sure that the output
values are independent of mesh size. Figure 3 shows the
maximum WSS at Aneurysm dome vs. Number of grid
elements.
Figure 3 Maximum WSS versus number of mesh elements
III. RESULTS AND DISCUSSION
The effects of g-force acceleration, that is aligned with spinal
cord, is investigated in this study and is identified as z-axis
acceleration. The study addresses the effect of g-force
acceleration value and direction on the hemodynamics,
hypertension and blood vessel forces. The study reports how g-
force acceleration affects blood pressure inside cerebral
aneurysm which consequently affects the wall shear stress, the
20
30
40
50
60
70
80
90
0E+00 5E+05 1E+06 2E+06
MaximumWSSatAneurysm
Number of elements
wall stresses and the wall deformation. The present problem is
solved using ANSYS-fluent.
It has been reported in different places in literature [16, 17]
that WSS inside an aneurysms are in the range of 3-8 Pa which
also reported in this study as shown in figure 6a. Secondly, a
sensitivity study has been conducted by our research team to
investigate the effect of Newtonian and non-Newtonian viscous
models [10]. The study [10] shows high discrepancy (~50%)
between both viscous models at high velocity however a small
discrepancy (less than 10%) is detected at low velocity. Lastly,
as shown in figure 3 a mesh independent study has been
conducted through numerical experimentations and mesh
refinements which has led to the use of 1.2 million elements.
The contours for WSS and wall stresses under 1-g z-axis
acceleration and aneurysm AR are shown on figure 4. As shown
from on Figure 4, the maximum WSS occurs at the apex of the
bifurcation. It is expected that flow impingement on the apex of
the bifurcation causes maximum WSS near the wall stagnation
point which may prompt fatigue and possible initiation of the
aneurysms. Also it is clear that as AR increases the wall stress
start shifting from the parent artery to the aneurysm neck.
Cases @ 1G WSS Contours Wall Stress Contours
AR = 0
AR = 1.6
AR = 2.4
AR = 3.2
AR = 4.8
Figure 4 Contour of WSS and wall stresses are shown for 1-g z-axis accelaration and different values of AR
Figure 5 shows the contours for WSS, wall stresses and
deformation for AR=2.4 and under different z-axis g-force
acceleration. As shown from on Figure 5, the WSS map does
not change as acceleration changes. However wall stresses and
wall deformation change with acceleration. As shown in the
figure, negative acceleration produce higher wall stress and
deformation when compared to positive acceleration while the
location of maximum wall stresses and wall deformation stays
the same.
The contours for WSS and wall stresses under 1-g z-axis
acceleration and aneurysm AR are shown on figure 4. As shown
from on Figure 4, the maximum WSS occurs at the apex of the
bifurcation. It is expected that flow impingement on the apex of
the bifurcation causes maximum WSS near the wall stagnation
point which may prompt fatigue and possible initiation of the
aneurysms.
Cases @
AR=2.4
WSS Contours Wall Stress Contours Deformation
-3 G
0 G
3 G
Figure 5 Contour of WSS, wall stresses and wall strain are shown for AR of 2.4 and for different values of z-axis acceleration
Figure 6a shows how area averaged WSS changes under z-
axis g-force accelerations and Figure 6b shows how area
averaged WSS changes under different aneurysm aspect ratios.
It is clear from figure 6a that for a fixed AR, the area averaged
WSS does not depends on z-axis g-force acceleration which is
expected since the g-force acceleration acts as body force that
affect the blood pressure however it will not affect the pressure
difference across the artery length. The area averaged WSS
depends on the pressure difference and not on the pressure value
hence the hemodynamics does not change and accordingly the
area averaged WSS does not change.
Figure 6b shows that the z-axis g-force accelerations did not
affect the area averaged WSS as discussed earlier. Also figure
6b shows that area averaged WSS decreases as aneurysm aspect
ratio increases. This due to the fact that the blood velocity
decreases (which affect the rate of flow deformation) as
aneurysm size increases which leads to lower area averaged
WSS at the aneurysm. The blood velocity decreases inside the
aneurysm due to mass conservation in which the blood has
bigger area to pass through which produce weaker blood
circulation. As shown in figure 6b, the WSS is highest for a
healthy bifurcation (at zero AR) which could tear the inner wall
of the artery possible (with other medical conditions) causing
the initiation of the aneurysm.
Figure 6 the variation of area averaged WSS with respect to (a)
g-force acceleration and (b) Aspect ratio
IV. CONCLUSION
This study uses computational fluid dynamics analysis
coupled with finite element analysis methods to explain how
hypertension results from z-axis g-force acceleration and how
that affect the aneurysm initiation, growth and possible rupture.
An idealized aneurysm geometry is used to show that area
averaged wall shear stress is independent of z-axis acceleration
which means that such acceleration does not contribute to
aneurysm formation/initiation. Nevertheless it is clear that as
acceleration increases, the blood pressure increases which may
contribute to aneurysm rupture and growth. The CFD results
show that negative z-axis accelerations can cause more
hypertension and wall stresses than positive z-axis acceleration.
The aneurysm deformation becomes more sever once the
aneurysm diameter reach 2.4 times the parent artery diameter.
ACKNOWLEDGMENT
Authors would like to thank Eng. Youssef Shaaban for Fluent
troubleshooting.
REFERENCES
[1]T. Nakagawa and K. Hashi, "The incidence and treatment of asymptomatic,
unruptured cerebral aneurysms," Journal of neurosurgery, vol. 80, pp. 217-223,
1994.
[2]T. Otani, M. Nakamura, T. Fujinaka, M. Hirata, J. Kuroda, K. Shibano, et
al., "Computational fluid dynamics of blood flow in coil-embolized aneurysms:
effect of packing density on flow stagnation in an idealized geometry," Medical
& biological engineering & computing, vol. 51, pp. 901-910, 2013.
[3]G. J. Rinkel, M. Djibuti, A. Algra, and J. Van Gijn, "Prevalence and risk of
rupture of intracranial aneurysms a systematic review," Stroke, vol. 29, pp. 251-
256, 1998.
[4]I. Madrazo, A. Noyola, C. Piña, A. Graef, M. Olhagaray, S. Gutiérrez, et al.,
"[Effect of position with respect to gravitational force on the hydrodynamics of
an experimental model of saccular aneurysm]," Archivos de investigacion
medica, vol. 21, pp. 103-113, 1989.
[5]D. Beaudette, "A hazard in aerobatics: Effects of G-forces on pilots," FAA
advisory circular, pp. 91-61, 1984.
[6]M. Senegor, "Traumatic pericallosal aneurysm in a patient with no major
trauma: Case report," Journal of neurosurgery, vol. 75, pp. 475-477, 1991.
[7]C. Sherif, G. Kleinpeter, G. Mach, M. Loyoddin, T. Haider, R. Plasenzotti,
et al., "Evaluation of cerebral aneurysm wall thickness in experimental
aneurysms: Comparison of 3T-MR imaging with direct microscopic
measurements," Acta neurochirurgica, vol. 156, pp. 27-34, 2014.
[8]V. Costalat, M. Sanchez, D. Ambard, L. Thines, N. Lonjon, F. Nicoud, et
al., "Biomechanical wall properties of human intracranial aneurysms resected
following surgical clipping (IRRAs Project)," Journal of biomechanics, vol. 44,
pp. 2685-2691, 2011.
[9]Y. Bazilevs, M.-C. Hsu, Y. Zhang, W. Wang, T. Kvamsdal, S. Hentschel, et
al., "Computational vascular fluid–structure interaction: methodology and
application to cerebral aneurysms," Biomechanics and modeling in
mechanobiology, vol. 9, pp. 481-498, 2010.
[10] H. M. AlArgha, M. O. Hamdan, A. Elshawarby, and W. H. Aziz, "CFD
Sensitivity study for Newtonian viscosity model in cerebral aneurysms,"
presented at the Eleventh International Conference on Computational Fluid
Dynamics in the Minerals and Process Industries, Melbourne, Australia, 2015.
[11] M. W. Siebert and P. S. Fodor, "Newtonian and non-newtonian blood
flow over a backward-facing step–a case study," in Proceedings of the
COMSOL Conference, Boston, 2009.
[12] J. D. Humphrey and S. DeLange, An introduction to biomechanics: solids
and fluids, analysis and design: Springer Science & Business Media, 2013.
[13] R. G. Gosling and M. M. Budge, "Terminology for describing the elastic
behavior of arteries," Hypertension, vol. 41, pp. 1180-1182, 2003.
[14] W. Nichols, M. O'Rourke, and C. Vlachopoulos, McDonald's blood flow
in arteries: theoretical, experimental and clinical principles: CRC Press, 2011.
[15] Y. M. Abdulrazzaq, M. A. Moussa, and N. Nagelkerke, "National growth
charts for the United Arab Emirates," Journal of epidemiology, vol. 18, pp. 295-
303, 2008.
[16] Y. Zhang, W. Chong, and Y. Qian, "Investigation of intracranial
aneurysm hemodynamics following flow diverter stent treatment," Medical
engineering & physics, vol. 35, pp. 608-615, 2013.
[17] M. Shojima, M. Oshima, K. Takagi, R. Torii, M. Hayakawa, K. Katada,
et al., "Magnitude and role of wall shear stress on cerebral aneurysm
computational fluid dynamic study of 20 middle cerebral artery aneurysms,"
Stroke, vol. 35, pp. 2500-2505, 2004.
0
2
4
6
8
10
-3 -2 -1 0 1 2 3
AreaAverageWallShearStress
g-force acceleration
AR=0
AR=1.6
AR=2.4
AR3.2
AR=4.8
0
2
4
6
8
10
0 1 2 3 4 5
AreaAverageWallShearStress
Aspect Ratio
g=-3
g=-2
g=-1
g=0
g=1
g=2
g=3

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Numerical Study on the Hazards of Gravitational Forces on Cerebral Aneurysms

  • 1.  Abstract— Aerobatic and military maneuvers subjects pilots to high gravitational forces that could lead to injuries or death. This study looks into the gravitational effects and hazards inside cerebral aneurysms via detailed numerical analysis in the context of the fluid- solid interactions. Dimensions for the approximate model used in this study are derived from actual patient angiograph images in addition to other clinical reports from literature. The study focuses on analyzing the effect of positive and negative z-axis gravitational forces ranging from negative 3g to positive 3g on cerebral aneurysms. The results show that negative acceleration has no effect on maximum Wall Shear Stress (WSS). It is believed that elevated z-axis acceleration will not cause aneurysm initiation/formation however it causes hypertension which could contribute to aneurysm rupture. Any type of z-axis acceleration causes increase in the blood static pressure. Keywords— Aneurysm, CFD, Wall Shear Stress, gravity, fluid dynamics, bifurcation artery. I. INTRODUCTION intracranial aneurysm is a vascular disorder characterized by abnormal focal dilation of a brain artery which is considered as a serious and potentially life- threatening condition. The weariness of the inner muscular layer of a blood vessel wall can cause the abnormal focal dilation of the artery which can compress surrounding nerves and brain tissue resulting in many serious medical conditions. Recently more cases of patients with unruptured intracranial aneurysms are diagnosed due to continuous development of accurate noninvasive cerebrovascular imaging techniques. It has been reported in a clinical study [1] that the occurrence of unruptured intracranial aneurysms is around 6.5% for a sample of 400 adult volunteers (age 39 to 71 years old with mean age of 55 years). The rupture of a cerebral aneurysm usually results in internal bleeding such as a subarachnoid hemorrhage and intracranial hematoma [2]. The importance of studying aneurysms is that it affects around 2% of adults and in case of rupture such condition can lead to death if urgent medical intervention did not take place [3]. It has been shown in literature [4] that, due to gravity force acceleration, the aneurysm position affect the hydrodynamics of brain aneurysms. These results reported [4] that an aneurysm oriented in opposite direction of gravity acceleration, has a very low risk of thrombosis. Also it is reported [4], the greatest flow turbulence against the wall is found in the aneurysm oriented Eng. Hashem M. Alargha and Dr. Mohammad O. Hamdan are with the United Arab Emirates University, Mechanical Engineering Department, United Arab Emirates; Email: mohammadh@uaeu.ac.ae). downwards, that is parallel to the force of gravity which causes higher risk of growth and rupture, in comparison with other conditions. A report by the U.S. Federal Aviation Administration (FAA) mentions that little is known about the effects of high negative gravities on humans and that blood vessels in the brain can only tolerate weak gravitational forces. Four case reports of aircraft accidents due to gravity induced loss of consciousness were presented to proof that intense gravity is very hazardous [5]. It was reported in many cases that aneurysms could rupture due to negative gravitational forces that are induced in roller coaster rides. A case report published by the journal of neurosurgery presents a case of a 32 year old women that developed a traumatic distal anterior cerebral artery aneurysm from a roller coaster ride [6]. The report mentions that a relatively minor trauma caused by a roller coaster ride led to aneurysm formation while severe injuries from falls and road accidents cause aneurysm formation [6]. The aim of this study is to numerically study the effect of high vertical accelerations on hemodynamics and such accelerations can affect the initiation, growth and rupture of cerebral aneurysms. The study reports the effect of vertical acceleration on the wall shear stresses, the wall strain and the wall stresses of cerebral aneurysm. Procedure for Paper Submission II.PROBLEM FORMULATION A.Geometric Formulation A diagram of the computation domain of the terminal aneurysm is modeled using an idealized outline and is shown in figure 1a. Repetitive impingement against the vessel wall under pulsatile flows may induce fatigue, initiation and growth of aneurysms and it is expected that flow impingement on the tip of terminals generates unstable helical flow patterns near the wall. For the geometry, the model is divided into three sections of interest; (i) the aneurysm, (ii) the parent artery and (iii) the sister arteries. In our model, we are supposing the reasonability of using an idealized geometry. Dimensions for the model are derived from actual patient angiograph images shown in figure 1b in addition to other clinical reports from literature [7-9]. The parent artery and the sister arteries are modeled as a tube of diameter 𝐷 𝑝.𝑎. = 2.5 𝑚𝑚 and length of 𝑙 = 10 𝑚𝑚. The sister arteries are bifurcating from the parent artery and are given the same radius as the parent artery for simplicity and Dr. Waseem H. Aziz is with the Tawam Hospital, Neuro Endovascular Centre, Al Ain, United Arab Emirates (e-mail: Waseem.aziz@tawam.ae). Numerical Study on the Hazards of Gravitational Forces on Cerebral Aneurysms Hashem M. Alargha, Mohammad O. Hamdan, Waseem H. Aziz An
  • 2. since such arteries conditions have been observed in clinical patient angiograph image of a patient (Figure 1b). The length of parent and sister arteries are selected to be 𝑙 = 10 𝑚𝑚. Five cases were studied for aneurysms with 𝐷 𝑎 = 0, 4, 6, 8 𝑎𝑛𝑑 12 and 12 millimeters for fixed parent arteries 𝐷 𝑝.𝑎.. For the five cases studied the aspect ratio 𝐷 𝑎/𝐷 𝑝.𝑎. is calculated. Following the work of Sherif et. al. [7], the wall thickness of the aneurysm is modeled to be uniform with 𝑡 𝑎 = 0.25 𝑚𝑚 and arteries (parent and sister) of 𝑡 𝑐 = 0.46 𝑚𝑚. The aneurysm wall thickness is less than that the artery due to wall stretching that increases the surface area while the wall thickness shrinks from 0.46 mm to 0.25 mm. Figure 1 Terminal aneurysm geometry (a, left) schematic diagram used in the FSI analysis, (b, right) Angiograph image B. Material Properties For the blood, the density is taken as 1050 𝑘𝑔 𝑚3 , based on a previous study by our team the Newtonian viscosity model assumption is invalid in aneurysmal studies [10]. Hence, the viscosity model considered in this study is the non-Newtonian based on Carreau model with constants proposed by Siebert et al. [11]. For the artery and aneurysm wall, the density, Poisson’s ratio and elastic modulus are set to 1120 𝑘𝑔/𝑚3 , 0.4 and 0.9 MPa, respectively. These values closely correspond to those reported for an aged patient for whom the arterial wall is stiffened with an elasticity less than that of a healthy young person [12-14]. C. Boundary Conditions For the blood flow, a steady-state uniform velocity is used at the inlet of the artery with a maximum blood velocity of 0.5 m/s. The maximum blood velocity is used since at this condition maximum pressure is produced which should significantly affect the wall stresses and deformation. The effect of gravity forces are mainly modeled as blood pressure. Seven gravity settings are investigated in this study from -3g up to 3g including 0 g. In all these cases, the outlet static pressures of cerebral aneurysms is calculated as follows: 𝑃𝑎𝑛 = 𝑃ℎ𝑒𝑎𝑟𝑡 + 𝜌 𝑔 ℎ ρ is blood density, g is the gravity acceleration and h is the location of the aneurysm with respect to the heart. The following assumption is used in the calculation:  This study is estimating that the aneurysm to be 20 cm far away from the heart in the spin direction which represent 10 cm below the head tip.  The average height of individuals in the UAE is 1.7 meters [15].  Average blood pressure used in this study 100 mmHg (13332 Pa) and the heart pressure is calculated at 1-g is found to be Pℎ𝑒𝑎𝑟𝑡 = 10,241 𝑃𝑎. The average blood pressure is calculated by adding the heart pressure Pℎ𝑒𝑎𝑟𝑡 = 10,241 𝑃𝑎 to weight of the blood column above the heart (it is estimated the heart is located at 0.3 m below the head tip). The aneurysms pressure is calculated using the above equation for several g-values (mainly; -3g, -2g, -1g, 0g, 1g, 2g and 3g) and plotted as shown in Figure 2. Figure 2 Pressures along the body for different gravities D. Numerical Formulation The model is divided into three sections of interest, the aneurysm dome, the parent artery and the sister arteries. The final mesh used in this study contains around 1.2x106 elements with the minimum mesh size of 0.1 mm. The convergence residuals criteria are set to 1 × 10−6 for all variables. A mesh independence study is implemented to make sure that the output values are independent of mesh size. Figure 3 shows the maximum WSS at Aneurysm dome vs. Number of grid elements. Figure 3 Maximum WSS versus number of mesh elements III. RESULTS AND DISCUSSION The effects of g-force acceleration, that is aligned with spinal cord, is investigated in this study and is identified as z-axis acceleration. The study addresses the effect of g-force acceleration value and direction on the hemodynamics, hypertension and blood vessel forces. The study reports how g- force acceleration affects blood pressure inside cerebral aneurysm which consequently affects the wall shear stress, the 20 30 40 50 60 70 80 90 0E+00 5E+05 1E+06 2E+06 MaximumWSSatAneurysm Number of elements
  • 3. wall stresses and the wall deformation. The present problem is solved using ANSYS-fluent. It has been reported in different places in literature [16, 17] that WSS inside an aneurysms are in the range of 3-8 Pa which also reported in this study as shown in figure 6a. Secondly, a sensitivity study has been conducted by our research team to investigate the effect of Newtonian and non-Newtonian viscous models [10]. The study [10] shows high discrepancy (~50%) between both viscous models at high velocity however a small discrepancy (less than 10%) is detected at low velocity. Lastly, as shown in figure 3 a mesh independent study has been conducted through numerical experimentations and mesh refinements which has led to the use of 1.2 million elements. The contours for WSS and wall stresses under 1-g z-axis acceleration and aneurysm AR are shown on figure 4. As shown from on Figure 4, the maximum WSS occurs at the apex of the bifurcation. It is expected that flow impingement on the apex of the bifurcation causes maximum WSS near the wall stagnation point which may prompt fatigue and possible initiation of the aneurysms. Also it is clear that as AR increases the wall stress start shifting from the parent artery to the aneurysm neck. Cases @ 1G WSS Contours Wall Stress Contours AR = 0 AR = 1.6 AR = 2.4 AR = 3.2 AR = 4.8 Figure 4 Contour of WSS and wall stresses are shown for 1-g z-axis accelaration and different values of AR
  • 4. Figure 5 shows the contours for WSS, wall stresses and deformation for AR=2.4 and under different z-axis g-force acceleration. As shown from on Figure 5, the WSS map does not change as acceleration changes. However wall stresses and wall deformation change with acceleration. As shown in the figure, negative acceleration produce higher wall stress and deformation when compared to positive acceleration while the location of maximum wall stresses and wall deformation stays the same. The contours for WSS and wall stresses under 1-g z-axis acceleration and aneurysm AR are shown on figure 4. As shown from on Figure 4, the maximum WSS occurs at the apex of the bifurcation. It is expected that flow impingement on the apex of the bifurcation causes maximum WSS near the wall stagnation point which may prompt fatigue and possible initiation of the aneurysms. Cases @ AR=2.4 WSS Contours Wall Stress Contours Deformation -3 G 0 G 3 G Figure 5 Contour of WSS, wall stresses and wall strain are shown for AR of 2.4 and for different values of z-axis acceleration Figure 6a shows how area averaged WSS changes under z- axis g-force accelerations and Figure 6b shows how area averaged WSS changes under different aneurysm aspect ratios. It is clear from figure 6a that for a fixed AR, the area averaged WSS does not depends on z-axis g-force acceleration which is expected since the g-force acceleration acts as body force that affect the blood pressure however it will not affect the pressure difference across the artery length. The area averaged WSS depends on the pressure difference and not on the pressure value hence the hemodynamics does not change and accordingly the area averaged WSS does not change. Figure 6b shows that the z-axis g-force accelerations did not affect the area averaged WSS as discussed earlier. Also figure 6b shows that area averaged WSS decreases as aneurysm aspect ratio increases. This due to the fact that the blood velocity decreases (which affect the rate of flow deformation) as aneurysm size increases which leads to lower area averaged WSS at the aneurysm. The blood velocity decreases inside the aneurysm due to mass conservation in which the blood has bigger area to pass through which produce weaker blood circulation. As shown in figure 6b, the WSS is highest for a healthy bifurcation (at zero AR) which could tear the inner wall of the artery possible (with other medical conditions) causing
  • 5. the initiation of the aneurysm. Figure 6 the variation of area averaged WSS with respect to (a) g-force acceleration and (b) Aspect ratio IV. CONCLUSION This study uses computational fluid dynamics analysis coupled with finite element analysis methods to explain how hypertension results from z-axis g-force acceleration and how that affect the aneurysm initiation, growth and possible rupture. An idealized aneurysm geometry is used to show that area averaged wall shear stress is independent of z-axis acceleration which means that such acceleration does not contribute to aneurysm formation/initiation. Nevertheless it is clear that as acceleration increases, the blood pressure increases which may contribute to aneurysm rupture and growth. The CFD results show that negative z-axis accelerations can cause more hypertension and wall stresses than positive z-axis acceleration. The aneurysm deformation becomes more sever once the aneurysm diameter reach 2.4 times the parent artery diameter. ACKNOWLEDGMENT Authors would like to thank Eng. Youssef Shaaban for Fluent troubleshooting. REFERENCES [1]T. Nakagawa and K. Hashi, "The incidence and treatment of asymptomatic, unruptured cerebral aneurysms," Journal of neurosurgery, vol. 80, pp. 217-223, 1994. [2]T. Otani, M. Nakamura, T. Fujinaka, M. Hirata, J. Kuroda, K. Shibano, et al., "Computational fluid dynamics of blood flow in coil-embolized aneurysms: effect of packing density on flow stagnation in an idealized geometry," Medical & biological engineering & computing, vol. 51, pp. 901-910, 2013. [3]G. J. Rinkel, M. Djibuti, A. Algra, and J. Van Gijn, "Prevalence and risk of rupture of intracranial aneurysms a systematic review," Stroke, vol. 29, pp. 251- 256, 1998. [4]I. Madrazo, A. Noyola, C. Piña, A. Graef, M. Olhagaray, S. Gutiérrez, et al., "[Effect of position with respect to gravitational force on the hydrodynamics of an experimental model of saccular aneurysm]," Archivos de investigacion medica, vol. 21, pp. 103-113, 1989. [5]D. Beaudette, "A hazard in aerobatics: Effects of G-forces on pilots," FAA advisory circular, pp. 91-61, 1984. [6]M. Senegor, "Traumatic pericallosal aneurysm in a patient with no major trauma: Case report," Journal of neurosurgery, vol. 75, pp. 475-477, 1991. [7]C. Sherif, G. Kleinpeter, G. Mach, M. Loyoddin, T. Haider, R. Plasenzotti, et al., "Evaluation of cerebral aneurysm wall thickness in experimental aneurysms: Comparison of 3T-MR imaging with direct microscopic measurements," Acta neurochirurgica, vol. 156, pp. 27-34, 2014. [8]V. Costalat, M. Sanchez, D. Ambard, L. Thines, N. Lonjon, F. Nicoud, et al., "Biomechanical wall properties of human intracranial aneurysms resected following surgical clipping (IRRAs Project)," Journal of biomechanics, vol. 44, pp. 2685-2691, 2011. [9]Y. Bazilevs, M.-C. Hsu, Y. Zhang, W. Wang, T. Kvamsdal, S. Hentschel, et al., "Computational vascular fluid–structure interaction: methodology and application to cerebral aneurysms," Biomechanics and modeling in mechanobiology, vol. 9, pp. 481-498, 2010. [10] H. M. AlArgha, M. O. Hamdan, A. Elshawarby, and W. H. Aziz, "CFD Sensitivity study for Newtonian viscosity model in cerebral aneurysms," presented at the Eleventh International Conference on Computational Fluid Dynamics in the Minerals and Process Industries, Melbourne, Australia, 2015. [11] M. W. Siebert and P. S. Fodor, "Newtonian and non-newtonian blood flow over a backward-facing step–a case study," in Proceedings of the COMSOL Conference, Boston, 2009. [12] J. D. Humphrey and S. DeLange, An introduction to biomechanics: solids and fluids, analysis and design: Springer Science & Business Media, 2013. [13] R. G. Gosling and M. M. Budge, "Terminology for describing the elastic behavior of arteries," Hypertension, vol. 41, pp. 1180-1182, 2003. [14] W. Nichols, M. O'Rourke, and C. Vlachopoulos, McDonald's blood flow in arteries: theoretical, experimental and clinical principles: CRC Press, 2011. [15] Y. M. Abdulrazzaq, M. A. Moussa, and N. Nagelkerke, "National growth charts for the United Arab Emirates," Journal of epidemiology, vol. 18, pp. 295- 303, 2008. [16] Y. Zhang, W. Chong, and Y. Qian, "Investigation of intracranial aneurysm hemodynamics following flow diverter stent treatment," Medical engineering & physics, vol. 35, pp. 608-615, 2013. [17] M. Shojima, M. Oshima, K. Takagi, R. Torii, M. Hayakawa, K. Katada, et al., "Magnitude and role of wall shear stress on cerebral aneurysm computational fluid dynamic study of 20 middle cerebral artery aneurysms," Stroke, vol. 35, pp. 2500-2505, 2004. 0 2 4 6 8 10 -3 -2 -1 0 1 2 3 AreaAverageWallShearStress g-force acceleration AR=0 AR=1.6 AR=2.4 AR3.2 AR=4.8 0 2 4 6 8 10 0 1 2 3 4 5 AreaAverageWallShearStress Aspect Ratio g=-3 g=-2 g=-1 g=0 g=1 g=2 g=3