Abstract
A numerical strategy tailored to model the mechanical equilibrium in vascular vessels is presented. The formulation, based on a specific arrangement of finite elements, exploits the shell-like structure of the vessel wall by proposing a mixed-order approximation of the displacement field. The fields across the thickness are represented by a single element with high order polynomial approximation while the in-plane components are described through low-order 2D polynomials. The formulation is versatile to accommodate any kind of hyperelastic constitutive material model undergoing large strains. A series of numerical examples is presented to validate the effectiveness of the proposed approach. These examples range from benchmark problems reported in the literature to applications in the domain of cardiovascular modeling. The proposed approach proved to be effective and efficient in simulating the mechanics of vascular vessels.
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References
Arif Yurdagul J, Finney AC, Woolard MD, Orr AW (2016) The arterial microenvironment: the where and why of atherosclerosis. Biochem J 473(10):1281–1295
Bluestein D, Alemu Y, Avrahami I, Gharib M, Dumont K, Ricotta JJ, Einav S (2008) Influence of microcalcifications on vulnerable plaque mechanics using fsi modeling. J Biomech 41(5):1111–1118
Gao H, Long Q, Kumar Das S, Halls J, Graves M, Gillard JH, Li Z-Y (2011) Study of carotid arterial plaque stress for symptomatic and asymptomatic patients. J Biomech 44(14):2551–2557
Kock SA, Nygaard JV, Eldrup N, Fründ E-T, Klærke A, Paaske WP, Falk E, Yong Kim W (2008) Mechanical stresses in carotid plaques using mri-based fluid-structure interaction models. J Biomech 41(8):1651–1658
Finet G, Ohayon J, Rioufol G (2004) Biomechanical interaction between cap thickness, lipid core composition and blood pressure in vulnerable coronary plaque: impact on stability or instability. Coron Artery Dis 15(1):13–20
Karimi A, Navidbakhsh M, Faghihi S, Shojaei A, Hassani K (2013) A finite element investigation on plaque vulnerability in realistic healthy and atherosclerotic human coronary arteries. Proc Inst Mech Eng [H] 227(2):148–161
Li Z-Y, Howarth SPS, Tang T, Gillard JH (2006) How critical is fibrous cap thickness to carotid plaque stability? A flow-plaque interaction model. Stroke 37(5):1195–1199
Tang D, Teng Z, Canton G, Hatsukami TS, Dong L, Huang X, Yuan C (2009) Local critical stress correlates better than global maximum stress with plaque morphological features linked to atherosclerotic plaque vulnerability: an in vivo multi-patient study. BioMed Eng Online 8
Vengrenyuk Y, Kaplan TJ, Cardoso L, Randolph GJ, Weinbaum S (2010) Computational stress analysis of atherosclerotic plaques in apoe knockout mice. Ann Biomed Eng 38(3):738–747
Alimohammadi M, Pichardo-Almarza C, Agu O, Díaz-Zuccarini V (2016) Development of a patient-specific multi-scale model to understand atherosclerosis and calcification locations: comparison with in vivo data in an aortic dissection. Front Physiol 7(JUN)
Gasser TC, Holzapfel GA (2007) Modeling plaque fissuring and dissection during balloon angioplasty intervention. Ann Biomed Eng 35(5):711–723
Holzapfel GA (2009) Arterial tissue in health and disease: experimental data, collagen-based modeling and simulation, including aortic dissection. CISM Int Centre Mech Sci Courses Lect 508:259–344
Di Martino ES, Guadagni G, Fumero A, Ballerini G, Spirito R, Biglioli P, Redaelli A (2001) Fluid-structure interaction within realistic three-dimensional models of the aneurysmatic aorta as a guidance to assess the risk of rupture of the aneurysm. Med Eng Phys 23(9):647–655
Humphrey JD, Canham PB (2000) Structure, mechanical properties, and mechanics of intracranial saccular aneurysms. J Elast 61(1–3):49–81
Inzoli F, Boschetti F, Zappa M, Longo T, Fumero R (1993) Biomechanical factors in abdominal aortic aneurysm rupture. Eur J Vasc Surg 7(6):667–674
Badel P, Avril S, Sutton MA, Lessner SM (2014) Numerical simulation of arterial dissection during balloon angioplasty of atherosclerotic coronary arteries. J Biomech 47(4):878–889
Holzapfel GA, Stadler M, Gasser TC (2005) Changes in the mechanical environment of stenotic arteries during interaction with stents: computational assessment of parametric stent designs. J Biomech Eng 127(1):166–180
Kiousis DE, Gasser TC, Holzapfel GA (2007) A numerical model to study the interaction of vascular stents with human atherosclerotic lesions. Ann Biomed Eng 35(11):1857–1869
Li Z, Kleinstreuer C (2005) Blood flow and structure interactions in a stented abdominal aortic aneurysm model. Med Eng Phys 27(5):369–382
Migliavacca F, Petrini L, Massarotti P, Schievano S, Auricchio F, Dubini G (2004) Stainless and shape memory alloy coronary stents: a computational study on the interaction with the vascular wall. Biomech Model Mechanobiol 2(4):205–217
Holzapfel GA, Ogden RW (2010) Constitutive modelling of arteries. Proc R Soc A Math Phys Eng Sci 466(2118):1551–1597
Zienkiewicz OC, Taylor RL (2005) The finite element method for solid and structural mechanics
Brands D, Klawonn A, Rheinbach O, Schröder J (2008) Modelling and convergence in arterial wall simulations using a parallel feti solution strategy. Comput Methods Biomech Biomed Engin 11(5):569–583
de Souza Neto E, Perić D, Dutko M, Owen D (1996) Design of simple low order finite elements for large strain analysis of nearly incompressible solids. Int J Solids Struct 33(20–22):3277–3296
Simo JC (1998) Numerical analysis and simulation of plasticity. Handb Numer Anal 6:183–499
Chiumenti M, Valverde Q, Agelet De Saracibar C, Cervera M (2002) A stabilized formulation for incompressible elasticity using linear displacement and pressure interpolations. Comput Methods Appl Mech Eng 191(46):5253–5264
Lee CH, Gil AJ, Bonet J (2014) Development of a stabilised petrov-galerkin formulation for conservation laws in lagrangian fast solid dynamics. Comput Methods Appl Mech Eng 268:40–64
Oñate E, Idelsohn SR, Felippa CA (2011) Consistent pressure laplacian stabilization for incompressible continua via higher-order finite calculus. Int J Numer Meth Eng 87(1–5):171–195
Liu J, Marsden AL, Tao Z (2019) An energy-stable mixed formulation for isogeometric analysis of incompressible hyperelastodynamics. Int J Numer Meth Eng 120(8):937–963
Baek S, Gleason RL, Rajagopal KR, Humphrey JD (2007) Theory of small on large: potential utility in computations of fluid-solid interactions in arteries. Comput Methods Appl Mech Eng 196(31–32):3070–3078
Figueroa CA, Vignon-Clementel IE, Jansen KE, Hughes TJR, Taylor CA (2006) A coupled momentum method for modeling blood flow in three-dimensional deformable arteries. Comput Methods Appl Mech Eng 195(41–43):5685–5706
Taroco EO, Blanco PJ, Feijóo RA (2020) Introduction to the variational formulation in mechanics: fundamentals and applications
Nama N, Aguirre M, Humphrey JD, Figueroa CA (2020) A nonlinear rotation-free shell formulation with prestressing for vascular biomechanics. Sci Rep 10(1)
Braeu F, Seitz A, Aydin R, Cyron C (2017) Homogenized constrained mixture models for anisotropic volumetric growth and remodeling. Biomech Model Mechanobiol 16(3):889–906
Laubrie JD, Mousavi JS, Avril S (2020) A new finite-element shell model for arterial growth and remodeling after stent implantation. Int J Numer Methods Biomed Eng 36(1)
Chuong CJ, Fung YC (1983) Three-dimensional stress distribution in arteries. J Biomech Eng 105(3):268–274. https://doi.org/10.1115/1.3138417
Sepahi O, Radtke L, Debus SE, Düster A (2017) Anisotropic hierarchic solid finite elements for the simulation of passive-active arterial wall models. Comput Math Appl 74(12):3058–3079
Blanco PJ, Ares GD, Urquiza SA, Feijóo RA (2016) On the effect of preload and pre-stretch on hemodynamic simulations: an integrative approach. Biomech Model Mechanobiol 15(3):593–627
Urquiza SA, Blanco PJ, Ares GD, Feijóo RA (2012) Implementation issues of large strain formulations of hyperelastic materials for the modeling of arterial wall mechanics. Scientific Comput Appl Med Healthcare 79
Bathe K-J (1996) Finite element procedures
Crisfield M (1997) Non-linear finite element analysis of solids and structures: advanced topics. Wiley
Belytschko T, Liu WK, Moran B (2000) Nonlinear finite elements for continua and structures
Stein E, Olavi Rüter M (2018) Finite element methods for elasticity with error-controlled discretization and model adaptivity. Encyclopedia Comput Mech Second Ed:1–96
Delfino A, Stergiopulos N, Moore J Jr, Meister J-J (1997) Residual strain effects on the stress field in a thick wall finite element model of the human carotid bifurcation. J Biomech 30(8):777–786
Hariton I, Debotton G, Gasser T, Holzapfel G (2007) Stress-modulated collagen fiber remodeling in a human carotid bifurcation. J Theor Biol 248(3):460–470
Rhodin JA (1980) Architecture of the vessel wall. Vascular smooth muscle:1–31
Holzapfel GA, Gasser TC, Ogden RW (2000) A new constitutive framework for arterial wall mechanics and a comparative study of material models. J Elast Phys Sci Solids 61(1):1–48
Carew TE, Vaishnav RN, Patel DJ (1968) Compressibility of the arterial wall. Circ Res 23(1):61–68
Chuong C, Fung Y (1984) Compressibility and constitutive equation of arterial wall in radial compression experiments. J Biomech 17(1):35–40
Fung Y (1990) Motion, flow, stress and growth, Biomechanics. Springer
Doll S, Schweizerhof K (2000) On the development of volumetric strain energy functions. J Appl Mech 67(1):17–21
Frenzel M (2009) Advanced structural finite element modeling of arterial walls for patient-specific geometries. PhD thesis, Technische Universität München
Mansilla Alvarez L, Bulant C, Ares G, Feijóo R, Blanco P (2022) A mid-fidelity numerical method for blood flow in deformable vessels. Comput Methods Appl Mech Eng 392:114654
Korelc J, Šolinc U, Wriggers P (2010) An improved eas brick element for finite deformation. Comput Mech 46(4):641–659
Schröder J, Wick T, Reese S, Wriggers P, Müller R, Kollmannsberger S, Kästner M, Schwarz A, Igelbüscher M, Viebahn N et al (2021) A selection of benchmark problems in solid mechanics and applied mathematics. Arch Comput Methods Eng 28(2):713–751
Reese S, Wriggers P, Reddy B (2000) A new locking-free brick element technique for large deformation problems in elasticity. Comput Struct 75(3):291–304
Büchter N, Ramm E, Roehl D (1994) Three-dimensional extension of non-linear shell formulation based on the enhanced assumed strain concept. Int J Numer Meth Eng 37(15):2551–2568
Merlini T, Morandini M (2005) The helicoidal modeling in computational finite elasticity. Part iii: finite element approximation for non-polar media. Int J Solids Struct 42(24–25):6475–6513
Chavan KS, Lamichhane BP, Wohlmuth BI (2007) Locking-free finite element methods for linear and nonlinear elasticity in 2d and 3d. Comput Methods Appl Mech Eng 196(41–44):4075–4086
Arbind A, Reddy JN (2021) A general higher-order shell theory for compressible isotropic hyperelastic materials using orthonormal moving frame. Int J Numer Meth Eng 122(1):235–269
Mansilla Alvarez LA, Blanco PJ, Bulant CA, Dari E, Veneziani A, Feijóo RA (2017) Transversally enriched pipe element method (tepem): an effective numerical approach for blood flow modeling. Int J Num Meth Biomed Eng 33(4)
Mansilla Alvarez LA, Blanco PJ, Bulant CA, Feijóo RA (2019) Towards fast hemodynamic simulations in large-scale circulatory networks. Comput Methods Appl Mech Eng 344:734–765
Hariton I, Gasser T, Holzapfel G, Hamza M, Debotton G (2005) How to incorporate collagen fibers orientations in an arterial bifurcation. In: Proceedings of the Third IASTED international conference on biomechanics, pp 101–104
Acknowledgements
LAMA is supported in part by Brazilian agency CNPq (Grant Number 302210/2020-2). PJB and RAF are supported in part by Brazilian agencies CNPq (Grant Numbers 301224/2016-1, 407751/2018-1 and 301636/2019-2), and FAPESP (Grant Number 2014/50889-7).
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Mansilla Alvarez, L.A., Ares, G.D., Feijóo, R.A. et al. A mixed-order interpolation solid element for efficient arterial wall simulations. Comput Mech 73, 67–87 (2024). https://doi.org/10.1007/s00466-023-02356-1
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DOI: https://doi.org/10.1007/s00466-023-02356-1