Journal of Basic & Applied Sciences, 2014, 10, 393-413 393 Modeling Nontraumatic Aneurysm Evolution, Growth and Rupture Tor A. Kwembe* and Ashley M. Sanders Department of Mathematics and Statistical Sciences, Jackson State University, JSU Box 17610, Jackson, MS 39217, USA Abstract: We have presented a mathematical model to study the evolution, growth and risk rupture of nontraumatic aneurysms contained within a cylindrical region of blood vessels. Analytical and numerical solutions are studied. Results affirmed that the intra-aneurysmal pressure and bloodstream flow account for the evolution and growth of aneurysms, and we find that an aneurysm may rupture when the ratio of the lateral membrane contraction to longitudinal membrane extension approaches one. Numerical properties of intra-aneurysmal pressure, impact fluid velocity, membrane displacement and the deformed radius with respect to the Poisson ratio, membrane thickness and extensional rigidity are studied. The importance of the findings is rested on the fact that they can be used to improve noninvasive means for predicting aneurysm rupture, and treatment and management decisions after rupture. Keywords: Elastodynamics, Filtration, Navier-Stokes, Numerical Solutions, Permeability, Poisson Ratio, Aneurysm. 1. INTRODUCTION bloodstream that acts parallel to the vessel wall [3, 9, 12]. The overall impact of these forces on the thinning In this paper, we describe a mathematical model of the aneurysm wall has not been suggested in the which may lead to understanding the evolution, growth literature. In this study, we have shown that when the and rupture potential of nontraumatic aneurysms. The lateral contraction of the membrane wall is in balance model describes a quasi-static, non-convectional with the longitudinal extension, an aneurysm may acceleration, axi-symmetric Navier-Stokes equations in rupture and that at the rupture point about 80% of the cylindrical coordinates coupled with the Camenschi- membrane wall thins out. The analytical and numerical Fung [1, 2] type linear elastodynamic system of results presented here affirms the results in the equations with filtration. The profile of solutions of the literature [3, 9, 10] that the intra-aneurysmal pressure system of equations described may help to provide and the bloodstream flow contribute to the evolution insights in developing noninvasive means for detecting and development of aneurysms. when a nontraumatic aneurysm may rupture and deciding the best treatment and management Modern neuroimaging techniques often detect strategies of ruptured aneurysms. unruptured cerebral artery aneurysm, which is estimated to be present in 3%-6% of the population [9, The genesis of a nontraumatic aneurysm is 10]. Aggressive rupture preventing treatment is often contingent on any condition that causes the walls of the an option, but may lead to morbidity. The specific risk blood vessel to weaken [3-8]. The most commonly for rupture of a nontraumatic aneurysm is unknown and investigated forms of aneurysms are the aortic, risk assessments are based on general knowledge of cerebral artery and intracranial aneurysm[3, 5-7, 9-11]. factors leading to subarachnoid hemorrhage deduced The development of the cerebral aneurysm, for from epidemiological studies [6, 9, 10]. Additionally, example, is contingent on various physical factors aneurysms of large size, proximal location, and small associated with blood flow [3, 5, 10]. Studies suggest neck, or fundus ratio are associated with increased risk that the inertial forces of the bloodstream result in the for rupture [5, 9, 10]. Thus, more reliable parameters to local elevation of intravascular pressure and the flow predict the risk of aneurysmal rupture are needed. impact [9]. This means that, the impacting forces and Intra-aneurysmal pressure gradients, bloodstream flow the local pressure elevation at the aneurysm have a profiles, membrane displacement profiles, membrane large contribution to the development of cerebral thickness, and Poisson ratio could provide additional aneurysms. The other contingent factor is the wall information regarding the risk of rupture. Moftakher, R. shear stress, which is the viscous friction of the et al. hypothesized in [13] that Phase Contrast with vastly undersampled isotropic projection reconstruction could accurately assess intra-aneurysmal pressure *Address correspondence to this author at the Department of Mathematics and gradients in a canine aneurysmal model when Statistical Sciences, Jackson State University, JSU Box 17610, Jackson, MS 39217, USA; Tel: 601-979-2161; Fax: 601-979-5852; compared with invasive measurements. Isaken, J. G. et E-mail: [email protected] al. developed in [9] a computational model for AMS subject classification. 35Q92, 92C37, 65N99, 35Q30, 35Q92, 76Z05, 76Z99. simulation of fluid-structured interaction in cerebral ISSN: 1814-8085 / E-ISSN: 1927-5129/14 © 2014 Lifescience Global 394 Journal of Basic & Applied Sciences, 2014 Volume 10 Kwembe and Sanders aneurysms based on patient specific lesion geometry, which remain in place after the media has deflated with emphasis on wall tension. (aneurysm has ruptured), into consideration. We have considered the Poisson ratio in the anisotropic material In the proposed model, we have introduced range 1 < (cid:1)0 < 2 in this study to indicate that the additional parameters, the Poisson ratio and membrane extensional rigidity is weakened by generating a substantial anisotropy in stiffness. This is membrane wall thickness, as determining measures discussed in section 2 in the activities leading to the predicting the potential for an aneurysm to rupture. The development of an aneurysm sac in the media layer of mathematical model is constituted by equations (1) - the membrane which is surrounded by the inner and (14) of section 2. We used the Camenschi outer layers made of dominantly polyurethane material dimensionless variable transforms and quasi-static which is anisotropic [15]. In section 4, we provided the conditions [1] to reduce the problem to parameters that post rupture analysis and demonstrated how the can be measured by noninvasive means. The membrane extensional rigidity deduced from the membrane wall thickness and Poisson ratio can be analytical solutions provide conditions for membrane used to design a grading scale to measure the severity enlargement to minimum and maximum stretches that of aneurysm rupture. depends on the intra-aneurysmal pressure gradients and rates. It also reveals that a nontraumatic aneurysm 2. MATHEMATICAL MODEL may rupture when the Poisson ratio, (cid:1), approaches 0 anisotropic material values. In section 3, we provide We will derive a model and then illustrate how it can numerical analysis of the solutions based on be used to model the evolution, growth, and predict the experimental data of parameters derived from the cited rupture potential of nontraumatic aneurysms. It is literature. The analysis confirms that the profile of the known that inertial forces of the bloodstream results in local elevation of intra-vascular pressure and the flow deformed radius and the displacement components of impacting force together with local pressure elevation the membrane becomes discontinuous as the Poisson at the aneurysm contributes to the development of ratio approaches anisotropic material values. aneurysms [10, 12]. It is also hypothesized that Numerical analysis of intra-aneurysmal pressure, aneurysms rupture when the wall tension exceeds the membrane displacement and thickness affirm that their strength of the wall tissue. We shall consider an axi- profile before and after the rupture of an aneurysm are symmetric motion of equation in two media; the consistent with in vitro and in vivo observations. In Newtonian fluid, coupled with the linear elastic membrane. Due to the nature of the origin of the blood particular, it shows that when 80% of the membrane flow into the blood vessels, which is imposed by the wall thins out then the aneurysm may rupture. heart pumping blood into the circulatory system, we shall consider non-convection acceleration, axi- There are many hypotheses regarding aneurysm symmetric, viscous, incompressible pressure driven enlargement and rupture [3-10]. However, the roles of Navier-Stokes equations in cylindrical coordinates the Poisson ratio and the thinning of the membrane coupled with the Camenschi-Fung type elastic wall are not well understood. Shah and Humphrey membrane equations [1, 2, 16]. We shall assume that suggested in [14] that studies on the mechanics of the aneurysm occurs within a cylindrical portion of the saccular aneurysms should be focused on quasi-static analyses that investigate the roles of lesion geometry vessel of length L. We let a be the undeformed 0 and material properties including growth and radius of the cylinder and a(z,t) be the deformed remodeling. The model presented here has taken the radius describing the curvature of the aneurysm. We let material properties, growth and remodeling into P(z,t) be the intra-aneurysmal pressure with P(t) and account. Remodeling of the membrane wall in 1 responses to tears is incorporated in the filtration P(t) the end pressures at z=0 and z= L respectively 2 coefficient and retain the normal balance in the micro- (See Figure 1). vascular mechanism in supplying tissues or the surrounding fluids with nutrients and clearing waste (cid:1) If we let (cid:1)=((cid:1),u) be the velocity vector of the fluid products. However, the model does not take into flowing through the portion of the vessel containing the consideration the healing process of the membrane layers. Another interesting finding is that when the aneurysms where (cid:1)(z,r,t) and u(z,r,t) are the (cid:1) Poisson ratio is in the range 0 < (cid:1) < 1, and (cid:1) > 2, the transversal and longitudinal components, and (cid:1)=((cid:2),(cid:3)) 0 0 aneurysm may stretch or shrink but not rupture. In fact, is the displacement vector of the membrane. (cid:1)(z,t) most experimental studies choose values of Poisson and (cid:1)(z,t) are the transversal and longitudinal ratio in the isotropic material range 0 < (cid:1) < 0.5 and do 0 components of the membrane displacement not factor the filtration process and anisotropic material respectively as illustrated in Figure 1 and furthermore, composition of the membrane’s inner and outer layers, Modeling Nontraumatic Aneurysm Evolution, Growth and Rupture Journal of Basic & Applied Sciences, 2014 Volume 10 395 Figure 1: Model of a deformed membrane contained within a cylindrical portion of a blood vessel. if t and t are the stress tensor components in the A normal artery wall consist of three layers. The rz rr innermost endothelial layer is called the intima, the fluid then, we have the Camenschi-Fung type system middle layer consisting of smooth muscle is called the of equations [1, 2]: media and the other layer consisting of connecting tissues is called the adventitia [2]. The deformed (cid:4)(cid:2) 1 (cid:4)P μ(cid:5)(cid:4)2(cid:2) 1(cid:4)(cid:2) (cid:4)2(cid:2) (cid:2)(cid:8) =(cid:1) + (cid:6) + + (cid:1) (cid:9); (1) curvature of the blood vessel or aneurysmal sac is (cid:4)t (cid:3)(cid:4)r (cid:3)(cid:7)(cid:4)r2 r (cid:4)r (cid:4)z2 r2(cid:10) composed of only the intima and adventitia. The material composition of the intima and adventitia is (cid:3)u 1 (cid:3)P μ(cid:4)(cid:3)2u 1(cid:3)u (cid:3)2u(cid:7) made up of dominantly anisotropic polyurethane. The =(cid:1) + (cid:5) + + (cid:8); (2) intima, based on in vitro and in vivo observations [17, (cid:3)t (cid:2)(cid:3)r (cid:2)(cid:6)(cid:3)r2 r (cid:3)r (cid:3)z2(cid:9) 18] remains normal but subintimal cellular proliferation also occurs when aneurysm developed. The internal (cid:2)(cid:1) (cid:1) (cid:2)u elastic membrane responsible for the thinning of the + + =0 (3) (cid:2)r r (cid:2)z artery wall is either reduced in size or absent causing the media to retract to the junction of the aneurysm neck with the parent blood vessel. This development (cid:5)2(cid:4) (cid:6)(cid:1) (cid:5)(cid:3) (cid:5)2(cid:4)(cid:9) (cid:2) h = D 0 + +t r=a ; (4) transforms the membrane within the aneurysm region m (cid:5)t2 (cid:8)(cid:7)a (cid:5)z (cid:5)z2(cid:11)(cid:10) rz 0 from pseudoelastic isotropic to anisotropic media. 0 Thus, the deformation transforms the curvature of the (cid:6)2(cid:4) (cid:7)(cid:2) (cid:6)(cid:5) (cid:4)(cid:10) weakened portion of the blood vessel into an (cid:3) h =(cid:1)D(cid:8) 0 + (cid:11)(cid:1)t r=a ; (5) aneurysmal sac and hence tolerating the extension of m (cid:6)t2 (cid:9)a0 (cid:6)z a02(cid:12) rr 0 the membrane and transverse shear, curving and pressure difference. We shall consider the blood (cid:4)(cid:3)u (cid:3)(cid:2)(cid:7) vessels as permeating deformable shell filled with a trz =(cid:1)μ(cid:6)(cid:5)(cid:3)r + (cid:3)z(cid:9)(cid:8) r=a0 (6) pulsating incompressible fluid and constrained by the surrounding tissue and fluid. The extensional rigidity D of the membrane depend on its stiffness and the (cid:3) (cid:2)u(cid:6) deformation grows in the direction of the space created t = P(cid:1)2μ r=a (7) rr (cid:5)(cid:4) (cid:2)r(cid:8)(cid:7) 0 by the surrounding tissue due to impacting forces on the vessel wall. The deformation of the vessel is not volume preserving but the biological material properties defined in the region 0<r(cid:1)a (cid:1)a(z,t);0<z<L;t(cid:2)0 0 of the membrane are more or less the same where (cid:1) is the mass density of the fluid, μ is the everywhere and transition from isotropic to anisotropic dynamic viscosity, (cid:1) is the mass density of the media as aneurysm evolved. It is also biologically m known that the interior of a cell is anisotropic due to membrane, h is the thickness of the membrane wall, intracellular organelles. This characteristic may be Eh D= is the extensional rigidity of the membrane, responsible for the development of two or more 1(cid:1)(cid:2)2 aneurysms on the same artery. Multiple aneurysms are 0 due to defects in the arterial wall and may be E is the Young’s modulus, and (cid:1) is the Poisson ratio. 0 396 Journal of Basic & Applied Sciences, 2014 Volume 10 Kwembe and Sanders congenital [19]. Nevertheless, we shall consider the We will now justify (10). In a normal vascular membrane as a pseudoelastic isotropic material in the system of functions, there is a free exchange of biological sense [2] that the material properties of the nutrients, water, electrolytes and microphage between membrane remain the same throughout the the intra-vascular and extra-vascular components of deformation process becoming anisotropic only during the blood vessels. Several mechanisms are the development of aneurysm sac. This feature holds responsible for this critical function of the vascular only for nontraumatic aneurysms. The theory of system. Physiologists, including Michel [12, 25, 26] isotropic elasticity allows the Poisson ratio in the range investigated the mechanism by which plasma and its (cid:1)1(cid:3)(cid:2) (cid:3)0.5 for an object with surface with no solutes cross the vascular barrier. They discovered that 0 capillaries are the vascular segment responsible for constraint. Physically, this means that for the material molecular exchange in normal tissues and that gases, to be stable, the stiffness must be positive. That is, it is water and microphages cross the capillary endothelial required that both the bulk and shear modulus be cell barrier freely, but the passage of larger molecules greater than or equal to zero [20, 21]. On the other such as plasma proteins are tightly restricted. They hand, isotropic objects that are constrained at the also discovered that several mechanisms are involved surface can have Poisson ratios outside the above in this exchange. The most important, though, are the range and be stable [20, 21]. Since the blood vessels bulk flow and diffusion. The rate of change in either are constrained by the surrounding tissue and fluid, we direction is determined by physical factors such as shall consider values of Poisson ratio to include values hydrostatic pressure, osmotic pressure, and the outside the isotropic range (cid:1)1(cid:3)(cid:2) (cid:3)0.5. This 0 physical nature of the barrier separating the blood and consideration also includes the regime of anisotropic the interstitium of the tissue. That is, the permeability of deformation, when the constituted material of the the membrane wall. While the diffusion process is membrane within the aneurysm region is made up of deemed the most important mechanism in this the intima and adventitia, since the concept of Poisson exchange, the diffusion coefficient in the Fick equation ratio can be extended to anisotropic materials with [27] depends on molecular size [28]. It is important for values outside the isotropic range (cid:1)1(cid:3)(cid:2) (cid:3)0.5 [15, 20- the exchange of small molecules which is driven by 0 molecular concentration gradient across vascular 23]. endothelium defined by the Fick equation We shall also assume that the natural vascular J =k(C (cid:1)C ). C (cid:1)C , is the concentration difference. 0 (cid:2) i (cid:2) i process of exchange of nutrients and waste from the Sample and Golovin employed this condition in [29, 30] evolution and development of aneurysms are by to study the dynamics of a double-lipid bilayer membrane by coupling intermembrane separation and filtration. Thus, the boundary conditions expressing the the lipid chemical composition of a two-component adherence of the fluid to the membrane wall and the membrane and dependence on the membrane fluid filtration through the membrane are: curvatures. They focused on the thermodynamical equilibrium in [29] and non-equilibrium in [30] of fluxes (cid:1)(z,a(z,t),t)= (cid:3)(cid:2)+ (cid:1)n,f (8) across the membrane. In this derivation, we are (cid:3)t 2 considering the impacting forces on the membrane, (cid:4)(cid:3)a(cid:7) 1+ rather than the concentration of the fluid content of the (cid:5) (cid:8) (cid:6)(cid:3)z(cid:9) blood vessels and hence admit the exchange of large molecular fluxes, such as plasma proteins. (cid:4)(cid:3)a(cid:7) Consequently, filtration is much more important than (cid:3)(cid:2) (cid:1)n,f (cid:6)(cid:5)(cid:3)z(cid:9)(cid:8) diffusion for flux of large molecules such as plasma u(z,a(z,t),t)= + (9) proteins and is governed by the Starling equation [12, (cid:3)t 2* 13, 25, 26]: (cid:4)(cid:3)a(cid:7) 1+ (cid:5) (cid:8) (cid:6)(cid:3)z(cid:9) k* (cid:2) = (cid:5)(P(z,t)(cid:1)P)(cid:1)(cid:4)((cid:3)(cid:1)(cid:3) )(cid:7), nf μh(cid:6) e e (cid:8) where (cid:1) is the filtration velocity normal to the nf membrane wall, and we supposed that it is governed where k*, the filtration coefficient, is a property of the by the Darcy-Starling Law [14, 24] given as: membrane wall and a measure of the permeability of the membrane to water, P(cid:1)P and (cid:2)(cid:1)(cid:2) are e e k* (cid:2) = (P(z,t)(cid:1)P) (10) hydrostatic and osmotic pressure differences, n,f μh e respectively, between the plasma and the interstitium, (cid:1) is the osmotic reflection coefficient and varies from where k* is the permeability coefficient and P is the zero to one. High values of (cid:1) indicate little plasma- e constant exterior pressure. protein escape [28]. When (P(z,t)(cid:1)P)(cid:1)(cid:3)((cid:2)(cid:1)(cid:2) ) is e e Modeling Nontraumatic Aneurysm Evolution, Growth and Rupture Journal of Basic & Applied Sciences, 2014 Volume 10 397 positive, filtration takes place and when it is negative all forms of aneurysms within a cylindrical portion of the reabsorption takes place. The amount of fluid filtered or vessel. reabsorbed per unit time, the filtration velocity or flux is determined by the permeability of the membrane and Assumption 2 in (14) leads to a quasi-static by the surface area available for the exchange. problem. That is, initial conditions are not needed to solve and analyze the problems of aneurysm evolution Vascular permeability is essential for the health of and development. We now non-dimensionalize equations (1) - (13) using (14) and the following normal tissues and it is also an important characteristic Camenschi [1] dimensionless variable transformations of many disease state in which it is greatly increased [12, 25, 26, 28]. Since aneurysm is caused by the L u a weakening of the membrane which results in high t= t0; z= Lz0; r=a r0;(cid:1)= * 0(cid:1)0;u=uu0; u 0 L * levels of plasma-protein escape activity, we shall take * the osmotic reflection coefficient to be zero and, μu L therefore, arrive at the Darcy-Starling filtration velocity P= * P0;(cid:3)=(cid:1)L(cid:3)0; (cid:2)=(cid:1)a(cid:2)0; a(z,t)=a a0(z0,t0) given in equation (10). That is, when an aneurysm a2 0 0 0 evolved, the reabsorption process is stopped. where (cid:1)<1 is a dimensionless parameter given as The values of the pressure at the ends of the aneurysm region are given by: Pa μu L (cid:1)= * 0 = * . D a D P(0,0,t)= P(t); P(L,0,t)= P(t). (11) 0 1 2 The expression for (cid:1) and condition (14) are natural We further assume that, the end at z=0, the scaling obtained from the nondimensional analysis beginning of the aneurysm region is fixed and the end process and agreed with those of fluid flow in of the aneurysm region z= L is free of stress, we permeable media and Camenschi [1]. The superscript have: index "0" is used for dimensionless quantities. Upon dropping the index after transformation, equations (1) - (cid:3) =0; D(cid:6)(cid:5)(cid:3)+(cid:1) (cid:2)(cid:9) =0;t(cid:4)0 (12) (13) reduces to the following dimensionless equivalent z=0 (cid:8)(cid:7) (cid:5)z 0 a (cid:11)(cid:10) z=L equations: 0 The deformed radius is given by (cid:3)P =0; 0<r(cid:1)1(cid:1)a(z,t); t(cid:2)0 (15) (cid:3)r a(z,t)=a +(cid:1)(z,t); 0<z<L; t(cid:2)0. (13) 0 (cid:3)P 1 (cid:3) (cid:4) (cid:3)u(cid:7) = r ; 0<r(cid:1)1(cid:1)a(z,t); 0<z<1;t(cid:2)0 (16) We further make the following assumptions: (1) the (cid:5) (cid:8) (cid:3)z r (cid:3)r(cid:6) (cid:3)r(cid:9) length of the aneurysm region must be much larger than the undeformed radius of the blood vessel and (2): 1 (cid:3) (cid:3)u (r(cid:1))+ =0; 0<r(cid:2)a (cid:2)a(z,t); 0<z<1 (17) r (cid:3)r (cid:3)z 0 (cid:2)a (cid:5)2 (cid:1)u a (cid:1) hu2 (cid:3) 0(cid:6) (cid:1)1; * 0 (cid:1)1; m * (cid:1)1. (14) (cid:4) L(cid:7) μ D (cid:5)(cid:2) (cid:5)2(cid:3) (cid:5)u (cid:1) + = r=1; 0(cid:4)z(cid:4)1 (18) 0 (cid:5)z (cid:5)z2 (cid:5)r where u is the characteristic longitudinal speed. * (cid:6)(cid:3) (cid:1) +(cid:2)= P(z,t); 0(cid:4)z(cid:4)1; t(cid:5)0 (19) Thus, equations (1) - (14) constitute the 0 (cid:6)z mathematical model describing the evolution and development of aneurysms contained within a along with the boundary conditions: cylindrical portion of the blood vessel. If any form of (cid:8)(cid:5) aneurysm occurs within the cylindrical portion of the (cid:4)(z,r,t) =(cid:3) +(cid:2)(P(cid:1)P); 0(cid:6)z(cid:6)1; t(cid:7)0 (20) arteries or blood vessels, in general, then the deformed r=a(z,t) (cid:8)t e radius a(z,t) defines the geometry of the aneurysm. k*L2 Since, as Figure 1 shows, the extension, or stretch, of where (cid:1)= . a(z,t) is measured through the neck of the aneurysm, ha03 or the opening into the aneurysm (fundus aspect ratio), from the bloodstream vessel. Consequently, the model (cid:5)(cid:2) u(z,r,t) =(cid:1) ; t(cid:4)0; 0(cid:3)z(cid:3)1 (21) given here can be used to study the characteristics of r=a(z,t) (cid:5)t 398 Journal of Basic & Applied Sciences, 2014 Volume 10 Kwembe and Sanders (cid:1) =0;t(cid:2)0 (22) aneurysm is in the weakening of the membrane at z=0 r=a . Therefore, (28) and (29) constitute the 0 components that measure the dynamical changes of (cid:7)(cid:6)(cid:4) (cid:10) (cid:1) +(cid:2)(cid:3) =0;t(cid:5)0 (23) the aneurysm wall and the deformed radius given in (cid:9)(cid:8) (cid:6)z 0 (cid:12)(cid:11) z=1 (25) in dimensionless representation, measures the size of the aneurysm radially and whose change with P(0,t)= P(t); P(1,t)= P(t); t(cid:1)0 (24) respect to P(z,t) may not be linear. 1 2 a(z,t)=1+(cid:1)(cid:2)(z,t); 0(cid:3)z(cid:3)1; t(cid:4)0. (25) The dimensional equivalent of the aneurysm size is given in (13). The velocity and membrane components and the aneurysm size are completely determined if the We note here that the dimensionless system of equations constitute only the intra-vascular pressure, pressure functions P(z,t),P(t) and P(t) are found. 1 2 the components of the fluid velocity and membrane For the pressures P(t) at the beginning of the 1 displacement, the Poisson ratio (cid:1) and the filtration 0 aneurysm region z=0 and P(t) at the end of the coefficient k* as the inertial forces impacting the aneurysm region z= L, we w ill2 use the Milnor [3, 31, membrane wall. Since in simulation, (cid:1) will always be 32] pressure waveform taken to be less than one, the mass densities and fluid viscosity do not play a major role in the evolution and P(t)= P +(cid:2)N (A cos(n(cid:1)t)+B sin(n(cid:1)t)), development of an aneurysm and in its potential to m n=1 n n rupture. In dimensionless analysis, the evolution of an aneurysm will always depend on the size of the where P is the mean blood pressure, A and B are m n n transversal displacement of the membrane and wall Fourier coefficients for N harmonics, and (cid:1) is the thickness, h. circular frequency. In the case of Brachial Artery aneurysms, P(t) and P(t) can be taken as the We also note that the dimensionless equations of 1 2 the non-convection acceleration Navier-Stokes Brachial Artery Peripheral Pulse Pressures measured equations are the same as with the Camenschi’s non-invasively with any of the modern conventional convection acceleration, quasi-static equations. Thus, sphygmomanometry. P(t) is the diastolic pressure 1 making the mathematical model given here a slow flow, quasi-static problem. The solutions to the system of wave form for N <10, and P2(t) is the systolic equations (15) - (24) as with Camenschi in [1] are pressure waveform for N (cid:1)10. obtained by direct integration under the conditions that (cid:1)(z,r,t) and u(z,r,t) remain bounded at r=0 and So, P= P(z,t) is the intra-aneurysmal pressure and noting from equation (15) that P = P(z, r, t) only. from (15), (16), (19), (20) and (26) - (28) it satisfies the Hence, we have the following expression for the fluid nonlinear partial differential equation velocity and membrane displacement components. The 3 argument (z, r, t) is omitted in P, (cid:1), and (cid:1) in some 1 (cid:12)(cid:15) (cid:9) 2(cid:1)(cid:4) (cid:4) (cid:19)(cid:22)(cid:15) (cid:5)2P(z,t) (cid:13)1+(cid:3)(cid:10) 0 P(z,t)+ 0 P(t)(cid:20)(cid:23) cases for printing convenience. 16(cid:14)(cid:15) (cid:11)(cid:10)2(1(cid:1)v02) 2(1(cid:1)v02) 2 (cid:21)(cid:20)(cid:24)(cid:15) (cid:5)z2 (cid:3)(2(cid:1)(cid:4))(cid:12)(cid:15) (cid:9) 2(cid:1)(cid:4) (cid:4) (cid:19)(cid:22)(cid:15)2(cid:6)(cid:5)P(z,t)(cid:16)2 (cid:3)(z,r,t)=(cid:7)(cid:9)(cid:8)(cid:1)1r63+8r(1+(cid:2)(cid:4))2(cid:10)(cid:12)(cid:11)(cid:6)(cid:6)2zP2 +(cid:2)4r(1+(cid:2)(cid:4))(cid:6)(cid:6)(cid:4)z (cid:6)(cid:6)Pz (cid:1)(cid:2)2r(cid:6)(cid:6)z2(cid:5)(cid:6)t (26) +(cid:3)8((cid:12)(cid:15)1(cid:1)v020)(cid:9)(cid:13)(cid:14)(cid:15)21+(cid:1)(cid:4)(cid:3)(cid:11)(cid:10)(cid:10)2(1(cid:1)v002)P(z,(cid:4)t)+2(1(cid:1)0v(cid:19)02)1P(cid:1)2(2t(cid:4))(cid:21)(cid:20)(cid:20)(cid:23)(cid:24)(cid:15) (cid:8)(cid:7) 2(cid:1)(cid:5)z(cid:4) (cid:22)(cid:15)(cid:18)(cid:17)(cid:5)P(z,t)) (cid:1) (cid:13)1+(cid:3)(cid:10) 0 P(z,t)+ 0 P(t)(cid:20) 0 + 0 (cid:23) 1 (cid:5)P(z,t) (cid:5)(cid:4)(z,t) 2(cid:14)(cid:15) (cid:11)(cid:10)2(1(cid:1)v02) 2(1(cid:1)v02) 2 (cid:21)(cid:20)2(1(cid:1)v02) (1(cid:1)v02)(cid:24)(cid:15) (cid:5)t u(z,r,t)= [r2(cid:1)(1+(cid:2)(cid:3)(z,t))2] +(cid:2) (27) 4 (cid:5)z (cid:5)t =(cid:1) (cid:3) (cid:12)(cid:13)(cid:15)1+(cid:3)(cid:9)(cid:10) 2(cid:1)(cid:4)0 P(z,t)+ (cid:4)0 P(t)(cid:19)(cid:20)(cid:1)2(cid:4)(cid:22)(cid:23)(cid:15)P'(t) 4(1(cid:1)v02)(cid:14)(cid:15) (cid:11)(cid:10)2(1(cid:1)v02) 2(1(cid:1)v02) 2 (cid:21)(cid:20) 0(cid:24)(cid:15) 2 2(cid:1)(cid:2) (cid:2) +(cid:2)(P(z,t)(cid:1)P) (cid:3)(z,t)= 0 P(z,t)+ 0 P(t) (28) e 2(1(cid:1)(cid:2)2) 2(1(cid:1)(cid:2)2) 2 (30) 0 0 We shall employ the perturbation method of [1, 33] (cid:4)(z,t)= 1(cid:1)2(cid:2)0 (cid:5)zP((cid:3),t)d(cid:3)(cid:1) P2(t) z (29) by developing the pressure function P(z,t) in a power 2(1(cid:1)(cid:2)02) 0 2(1(cid:1)(cid:2)02) series with respect to the small parameter (cid:1) and neglecting the O((cid:1)2) terms. That is, we assume that We know that the influence of the stress tensor components t and t in the fluid have been rz rr (cid:2) (cid:1)nP(z,t) incorporated in solving for the components of the P(z,t)=(cid:3) n (31) n! membrane displacement. Hence, the genesis of the n=0 Modeling Nontraumatic Aneurysm Evolution, Growth and Rupture Journal of Basic & Applied Sciences, 2014 Volume 10 399 Consequently, we have the following system of P <0 or upward if P >0 and the morphology can zz zz partial differential equations in P(z,t) and P(z,t): 0 1 also be up in some direction and down in others. We shall examine these characteristics with respect to the 1 (cid:3)2P(z,t) values of the Poisson ratio (cid:1) . Theorem 2.1 0 =(cid:2)[P(z,t)(cid:1)P] (32) 0 16 (cid:3)z2 0 e establishes conditions that allow for a minimum and maximum stretch of the deformed radius and hence aneurysmal curvature. Theorem 2.2 establishes 1 (cid:4)2P(z,t) 1 (cid:8) 2(cid:1)(cid:3) 3(cid:3)P(t)(cid:14)(cid:4)2P(z,t) 1 (cid:1)(cid:2)P(z,t)= (cid:1) (cid:9)3 0 P(z,t)+ 0 2 (cid:15) 0 conditions on the Poisson ratio conditioned for 16 (cid:4)z2 1 16(cid:10)(cid:9) 2(1(cid:1)(cid:3)02) 0 2(1(cid:1)(cid:3)02)(cid:16)(cid:15) (cid:4)z2 aneurysm rupture. (2(cid:1)(cid:3))(cid:5)(cid:4)P(z,t)(cid:11)2 1(cid:8)1(cid:1)2(cid:3) (cid:4)P(z,t) P'(t)(cid:14) (cid:1)8(1(cid:1)(cid:3)002)(cid:7)(cid:6) 0(cid:4)z (cid:13)(cid:12) +4(cid:10)(cid:9)(cid:9)1(cid:1)(cid:3)020 0(cid:4)t (cid:1)1(cid:1)2(cid:3)02(cid:16)(cid:15)(cid:15) THEOREM 2.1. Let P be twice differentiable with 2(cid:1)(cid:3) (cid:4)P(z,t) (cid:3)P'(t) (cid:1)2P(z,t) (cid:1)2P(z,t) + 0 0 + 0 2 respect to z and t and = such that 2(1(cid:1)(cid:3)02) (cid:4)t 2(1(cid:1)(cid:3)02) (cid:1)z(cid:1)t (cid:1)t(cid:1)z (33) 2 (cid:3)2P(z,t) (cid:3)2P(z,t) (cid:2) (cid:3)2P(z,t) (cid:5)(cid:3)2P(z,t)(cid:8) The solution of equations (32) - (33) are solved by (cid:4) + 0 P"(t)> , direct integration, using the boundary conditions in (cid:3)z2 (cid:3)t2 2(cid:1)(cid:2) (cid:3)z2 2 (cid:7)(cid:6) (cid:3)z(cid:3)t (cid:10)(cid:9) 0 (24). The perturbation solution is then P(z,t)= P(z,t)+(cid:1)P(z,t). The expressions for P(z,t) and (cid:1) (cid:3)[0,1)(cid:1)(1,2)(cid:1)(2,(cid:2)). If a(z,t) given in (34) is 0 1 0 0 and P(z,t) are given in Appendix A. The approximate twice differentiable in z and t then the aneurysm wall 1 aneurysm wall development using (25) and (28) is attains a minimum extension at some point z(cid:1)(0,1) for given by the equation all t(cid:1)0 provided (cid:4) 2(cid:1)(cid:3) (cid:3) P(t) (cid:7) (cid:2)f((cid:3) ,P(z,t),P)P"(t)+g((cid:3) )(P(z,t)(cid:1)P)>0 a(z,t)=1+(cid:2)(cid:5) 0 P(z,t)+ 0 2 (cid:8) (34) 0 2 2 0 e (cid:6)(cid:5)2(1(cid:1)(cid:3)02) 2(1(cid:1)(cid:3)02)(cid:9)(cid:8) Similarly, if Thus, the evolution and development of the (cid:2)f((cid:3) ,P(z,t),P)P"(t)+g((cid:3) )(P(z,t)(cid:1)P)<0 aneurysm size is dependent on the following impact 0 2 2 0 e forces and parameters: (i) The Poisson ratio, (cid:1) , which 0 then the aneurysm wall attains a maximum extension we henceforth defined as the ratio of the lateral or where transversal contraction to longitudinal extension, (ii) The pressures at the beginning of the aneurysm region z=0;P1(t) and at the end of the aneurysm region f(v0,P(z,t),P2)=(1(cid:1)v02)1(2(cid:1)v0)(cid:2)(cid:3)(cid:5)(cid:4)(cid:5)2(21(cid:1)(cid:1)vv002)P(z,t)+2(1v(cid:1)0v02)P2(t)(cid:6)(cid:7)(cid:5)(cid:8)(cid:5) z=1,P(t); The intra-aneurysmal pressure P(z,t), 2 and which in turn depends on (cid:1) , P(t), P(t), the rates 0 1 2 P'(t) of P(t) and P'(t) of P(t) and the filtration 2(cid:2) 1 1 2 2 g(v )= velocity coefficient (cid:1). The filtration velocity coefficient 0 v2(cid:1)v +1 0 0 (cid:1) accounts for the thinning of the aneurysm wall and contributes to the way the intra-aneurysmal pressure, Furthermore, the aneurysm curvature is up in one P(z,t), is moderated. It also accounts for the direction and down in the other if remodeling and growth of the membrane in response to 2 the tension exerted on it by the forces of fluid flow and (cid:2)2P(z,t) (cid:2)2P(z,t) v (cid:2)2P(z,t) (cid:4)(cid:2)2P(z,t)(cid:7) (cid:3) + 0 P"(t)< stress tensors. (cid:2)z2 (cid:2)t2 2(cid:1)v (cid:2)z2 2 (cid:6)(cid:5) (cid:2)z(cid:2)t (cid:9)(cid:8) 0 We will now examine the morphology of the Proof. a(z,t) is differentiable in z and t since P(z,t) is aneurysm curvature by establishing conditions and from equation (34), we see that the equilibrium determining the extent to which the deformed radius a(z,t) can stretch. As seen in (34), a(z,t) depends on (cid:1)P points occurs when =0 and P(z,t) and so the extrema of a(z,t) occurs at the (cid:1)z same location within the aneurysm region as those of (cid:2)P =(cid:1) v0 P'(t);v (cid:3)2. Upon substituting the P(z,t). That is, the morphology of the aneurysmal wall (cid:2)t 2(cid:1)v 2 0 0 curves the same way in all directions; downward if equilibrium points into the pressure equation in (30) we 400 Journal of Basic & Applied Sciences, 2014 Volume 10 Kwembe and Sanders (cid:1)2P (cid:1)2P and (cid:1)(z,t,v ). Consequently, they blow up as v see that >0 for a minimum extension and <0 0 0 (cid:1)z2 (cid:1)z2 approaches one. This implies that the aneurysm may 2 rupture at some point z ;0<z <1 and time t(cid:1)t for (cid:2)2a (cid:2)2a (cid:4) (cid:2)2a(cid:7) 0 0 0 for a maximum extension and (cid:3) (cid:1) >0. (cid:2)z2 (cid:2)t2 (cid:6)(cid:5)(cid:2)z(cid:2)t(cid:9)(cid:8) some fixed t0. However, for v0 (cid:1)1, the transversal and longitudinal components of the membrane 2 Furthermore, (cid:2)(cid:2)2zP2 (cid:3)(cid:2)(cid:2)2tP2 +2(cid:1)v0v0 (cid:2)(cid:2)2zP2 P2"(t)<(cid:4)(cid:6)(cid:5)(cid:2)(cid:2)z2(cid:2)Pt(cid:7)(cid:9)(cid:8) , dCiosnpslaecqeumeenntlyt , trheem aanine urybsomun wdaeldl remfoar insfi xsetadb le (az0t ,at0n)y. (cid:2)2a (cid:2)2a (cid:4) (cid:2)2a(cid:7)2 fixed point (z0,t0);0(cid:1)z0 (cid:1)1;t(cid:2)t0, when v0 (cid:1)1. gives that (cid:3) (cid:1) <0 and the theorem (cid:5) (cid:8) (cid:2)z2 (cid:2)t2 (cid:6)(cid:2)z(cid:2)t(cid:9) 2.1. The Impact of Filtration and Fluid Flux holds. In this section, we examine the impact of filtration THEOREM 2.2. Let a(z,t,v ) be given in (34) and and the total fluid flux on the aneurysm wall. In 0 P(z,t)= P(z,t)+(cid:1)P(z,t). Then, there exists a dimensionless parameters, the filtration velocity v is 0 1 n,f functional M(z,t,v ,P(t),P'(t),P(t),P'(t)) such that for given as 0 1 1 2 2 z and t fixed, we have 0 0 v =(cid:2)(P(z,t)(cid:1)P) (35) n,f e (1(cid:1)v )2a(z ,t ,v ) (cid:2)1 M(z ,t ,v ,P(t ),P'(t ),P(t ),P'(t )) which is completely defined by the perturbation solution 0 0 0 0 4 0 0 0 1 0 1 0 2 0 2 0 for P(z,t). The total flux crossing the undeformed and radius, denoted by Q , is given as n,f lim (1(cid:1)v )2a(z ,t ,v ) (cid:2)N v0(cid:3)1 0 0 0 0 Q =(cid:3)(cid:3) v d(cid:1) (36) n,f (cid:2) n,f where N > 0 is a constant. Furthermore, there exists 2 (cid:6)(cid:5)a(cid:9) N(cid:1) = N(cid:1)(z,t,v ,P(t),P'(t),P(t),P'(t)) that is finite and where d(cid:3)=a(z,t) 1+ d(cid:2)dz;0(cid:4)(cid:2)(cid:4)2(cid:1);0(cid:4)z(cid:4)L, 0 1 1 2 2 (cid:8)(cid:7)(cid:5)z(cid:11)(cid:10) positive at each fixed point (z ,t ) given that 0 < z < 1 0 0 and (cid:1) is the whole surface of the aneurysm region. In and t > 0 such that dimensionless parameters, Q is given as n,f lim(1(cid:1)v )2a(z ,t ,v ) (cid:2)N(cid:1)(z ,t ,v ,P(t ),P'(t ),P(t ),P'(t )). v0(cid:3)1 0 0 0 0 0 0 0 1 0 1 0 2 0 2 0 Q =(cid:2)(cid:3)1a(z,t)[P(z,t)(cid:1)P]dz. n,f 0 e Similarly, there exists N = N (z,t,v ,P(t),P'(t),P(t),P'(t)) and The profile of the impact of the filtration flux is given 1 1 0 1 1 2 2 in subsection 3.3, when O((cid:1)2) terms of the series N = N (z,t,v ,P(t),P'(t),P(t),P'(t)) which are finite solution are neglected. On the other hand, the total 2 2 0 1 1 2 2 fluid flux, Q(z,t) in any cross-section of the aneurysm and positive at each fixed point (z ,t ) such that 0 0 given in dimensionless parameters is lim (1(cid:1)v )2(cid:2)(z ,t ,v ) (cid:3)N and a(z,t) v0(cid:4)1 0 0 0 0 1 Q(z,t)=2(cid:1)(cid:2)0 ru(z,r,t)dr (37) lim (1(cid:1)v )2(cid:2)(z ,t ,v ) (cid:3)N for all points v0(cid:4)1 0 0 0 0 2 which is completely defined by (27), and (34). The (z,t)(cid:3)(0,1)(cid:2)0,(cid:1)). profile is given in subsection 3.3. Proof. The proof is a direct consequence of (28), The filtration velocity as with the pressure, deformed (29), (34) and the perturbation expression for the intra- radius and components of the membrane displacement aneurysmal pressure P(z,t). depends on the Poisson ratio v . Numerical analysis of 0 the filtration rate shows that the flux blows up as v We note that Theorem 2.2 says that v =1 is a 0 0 approaches one. A similar conclusion is reached for the singularity of the deformed radius a(z,t,v ) and the case of total fluid flux Q(z,t). 0 components of the membrane displacement (cid:1)(z,t,v ) 0 Modeling Nontraumatic Aneurysm Evolution, Growth and Rupture Journal of Basic & Applied Sciences, 2014 Volume 10 401 So for any fixed point (z ,t );0<z <1;t (cid:1)0, if the figure in the numerical solutions. The surviving 0 0 0 0 parameters are size of the aneurysm region, L, Poisson ratio approaches one, both Q and Q(z,t) n,f permeability and filtration coefficient (cid:1), undeformed blows up, indicating the potential for rupture. radius a , membrane thickness, h, the Poisson ratio 0 v , and the time scale. All of which can be measured 3. NUMERICAL METHODS AND PARAMETERS 0 by noninvasive means. Intra-aneurysmal pressure Human aneurysms are formed in different sizes and P(z,t), fluid flow patterns, membrane displacement shapes, and they exhibit a variety of material behavior and the dynamics of the deformed radius are [6, 8, 10, 13]. As indicated earlier much of the work expressed in terms of the surviving parameters. As can geared towards understanding the development and be seen, the numerical results given here indicate that evolution of an aneurysm has focused mostly on the the Poisson ratio, intra-aneurysmal pressure gradients, fluid content dynamics, shape and size. The current flow profiles and membrane displacement could interests are to determine more reliable parameters to provide additional information regarding the rupture predict the potential for aneurysmal rupture. So, we will potential of aneurysms. use the data collected in the literature [6, 8-10, 13, 31, 34] to fit the mathematical model developed in section Towards that end, we use the MATLAB® platform 2. We have considered an aneurysm within a version 7.10, 207B, 208B to numerically and cylindrical portion of a blood vessel of length L=2cm, graphically understand the roles the bloodstream a membrane of thickness h=0.25cm, and an impact forces, intra-aneurysmal pressure elevations and Poisson ratio play in the rupture potential of undeformed radius of a =0.5cm. We also considered 0 aneurysms contained within cylindrical portions of a permeability coefficient of k* =2.5(cid:2)10(cid:1)7 and the blood vessels. The method begins with the k*L2 dimensionless solutions of the fluid velocity Darcy-Starling coefficient (cid:1)= . For the end components v(z,r,t), u(z,r,t); the membrane ha3 0 displacement components (cid:1)(z,t), (cid:1)(z,t); the deformed pressure P(t) and P(t), we shall considered the 1 2 radius a(z,t); the intra-aneurysmal pressure, P(z,t); Ferguson [3, 6, 31] pressure formula described by the Fourier series the filtration velocity, v ; the rate of filtration Q , and nf nf the cross-sectional fluid flux Q(z,t). We have P(t)= P +(cid:2)N [A cos(n(cid:1)t)+B sin(n(cid:1)t)];i=1,2. developed MATLAB® codes of these solutions to i m n=1 n n produce numerical data and graphical representation at Milnor [3, 6, 31, 32] suggested that N =10 is the circular frequencies (cid:2)=2(cid:1)f where sufficient to describe systemic blood pressure in f =0.2,0.5,1,1.2,5,8,10 to simulate in vitro tests. It is general with N <10 in the diastole vasculature. Here, known that most actual laboratory tests are performed we shall take P(t) to represent the diastolic pressures 1 at values of f at 0.1 or 0.2 [6, 31]. The impact of the and P(t) the systolic pressures. All pressure Poisson ratio on the comparative relationship of the 2 measurements considered here are in mmHg. We deformed radius, a(z,t), with intra-aneurysmal shall take Pm =65.7mmHg, see [6], the coefficients of pressure, P(z,t), and with the local elevations of the the Fourier series given in row vector form are: intra-aneurysmal pressure is expressed for the Poisson ratio ranges of 0<v <1,1<v (cid:1)2, and v >2. 0 0 0 A =[(cid:1)7.13 (cid:1)3.08 (cid:1)0.130 (cid:1)0.346 0.0662 …] n 3.1. Results and Analysis B =[4.64 (cid:1)1.18 (cid:1)0.564 (cid:1)0.346 (cid:1)0.120 …] n Computations revealed discontinuity in the profiles of the impact fluid velocity and its components, the and we have taken P =70mmHg where we have used e membrane displacement and its components, the intra- the Shah and Humphrey data in [6]. aneurysmal pressure, the deformed radius, the rate of filtration and the flux on any cross-section of the Since the heart beats about 72 times per minute, we membrane within the aneurysm region when the 2(cid:1) 60 Poisson ratio approaches 1. We shall interpret the shall take (cid:2) = 72, or (cid:1)=8rad/s for a regular heart points of discontinuity in the solution profiles as beat. As deduced in section 2, the mathematical model indicators for aneurysm rupture. The dynamic profiles developed is a quasi-static form of a slow flow. of the bloodstream impacting forces, intra-aneurysmal Consequently in dimensionless parameters, the fluid pressure elevations and the deformed radius exhibit characteristics such as density and viscosity do not similar characteristics for f =0.1,0.2,0.5,1,1.2,and5. 402 Journal of Basic & Applied Sciences, 2014 Volume 10 Kwembe and Sanders However, we shall present the results for the cases discontinuity and then drops gradually after the f =1.2 corresponding to the regular heart beat of 72 discontinuity and then oscillates and die out. In Figures 10 and 11, the intra-aneurysmal pressure, P(z,t) beats per minute, and f =0.2, the experimental value shows local pressure elevations before the at irregular heart beat of 12 beats per minute. In each discontinuity. Following the point of discontinuity, the case, we considered two scenarios, the case where a pressure profile drops and then elevates and then fixed point (z ,t ) is considered within the aneurysm 0 0 oscillates and die out. The transversal component of and one where all points (z,t) are considered within the membrane displacement shows the same the aneurysm region. In both cases, we see that for characteristics with the deformed radius, a(z,t). But f =0.2 and f =1.2, time changes of the simulations of this is not surprising, since a(z,t)=1+(cid:1)(cid:2)(z,t). The the intra-aneurysmal pressure, P(z,t) are in synchrony longitudinal component of the membrane displacement with the membrane displacement components, its elevates slightly followed by a drop leading into the magnitude and the deformed radius (See Figures 2, 3, point of discontinuity, then delays afterwards slightly 12, 13 and 13). For the figures presented here, we and elevates, then oscillates to vanish. The profiles of maintained P(t) and P(t) at the same oscillating the impact fluid velocity in Figure 10 and 11 shows 1 2 elevated values leading into the point of discontinuity values. Even when one end is maintained at higher and oscillates to zero afterward. Similarly, the profile of pulsating pressure values there were no significant the magnitude of the membrane displacement elevates differences, in regards to rupture potential indicators, in rapidly leading to the point of discontinuity and then the characteristics of the profiles of the intra- oscillates to zero afterward. There are more oscillations aneurysmal pressure, membrane displacement, following the point of discontinuity for the case of a deformed radius, filtration velocity, filtration rate and regular heart beat than the case of irregular heart beat. fluid flux. 3.2. Impact of the Poisson Ratio on the In Figures 2 and 3, the profile of the deformed Relationship of a(z,t) with P(z,t) radius a(z,t) is flat before and after the discontinuity. However, in Figure 10 which is associated with the The impact of the Poisson ratio on the relationship case of a regular heart beat, it shows local elevations between the deformed radius and intra-aneurysmal before the discontinuity at the time v0 =1 and then it pressure can be seen from the linear relationship oscillates with time afterwards to vanish. In Figure 11 between a(z,t) and P(z,t) given in equation (34) for corresponding to the case of irregular heart beat, the values of v (cid:1)(0,1). profile of the deformed radius increases before the 0 Figure 2: Membrane displacement, deformed radius, pressure vs time, f = 1.2 , z and v varies. 0
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