Abstract
This paper discusses the finite-deformation viscoelastic modeling for passive myocardium tissue. The formulations established can also be applied to model other fiber-reinforced soft tissue. Based on the morphological structure of the myocardium, a specific free-energy function is constructed to reflect its orthotropicity. After deriving the stress–strain relationships in the simple shear deformation, a genetic algorithm is used to optimally estimate the material parameters of the myocardial constitutive equation. The results show that the proposed myocardial model can well fit the shear experimental data. To validate the viscoelastic model, it is used to predict the creep and the dynamic responses of a cylindrical model of the left ventricle. Upon comparing the results calculated by the proven myocardial elastic model with those by the viscoelastic model, the merits of the latter are discussed.
Similar content being viewed by others
References
Fung Y (1993) Biomechanics: mechanical properties of living tissues, vol 12. Springer, Berlin
Holzapfel G (2000) Nonlinear solid mechanics: a continuum approach for engineering. John Wiley & Sons Ltd, Chichester
Taber L (2004) Nonlinear theory of elasticity: applications in biomechanics. World Scientific Pub Co Inc, Singapore
Pandolfi A, Manganiello F (2006) A model for the human cornea: constitutive formulation and numerical analysis. Biomech Model Mechanobiol 5(4):237–246
Pena E, Calvo B, Martínez M, Doblaré M (2007) An anisotropic visco-hyperelastic model for ligaments at finite strains. Formulation and computational aspects. Int J Solids Struct 44(3):760–778
Grytz R, Meschke G (2009) Constitutive modeling of crimped collagen fibrils in soft tissues. J Mech Behav Biomed Mater 2(5):522–533
Natali AN, Fontanella CG, Carniel EL (2012) Constitutive formulation and numerical analysis of the heel pad region. Comput Methods Biomech Biomed Eng 15:401–409
Humphrey J (2002) Cardiovascular solid mechanics: cells, tissues, and organs. Springer, Berlin
Ethier C, Simmons C (2007) Introductory biomechanics: from cells to organisms. Cambridge University Press, Cambridge
Kocica M, Corno A, Carreras-Costa F, Ballester-Rodes M, Moghbel M, Cueva C, Lackovic V, Kanjuh V, Torrent-Guasp F (2006) The helical ventricular myocardial band: global, three-dimensional, functional architecture of the ventricular myocardium. Eur J Cardio-Thorac Surg 29(Supplement 1):S21–S40
LeGrice I, Smaill B, Chai L, Edgar S, Gavin J, Hunter P (1995) Laminar structure of the heart: ventricular myocyte arrangement and connective tissue architecture in the dog. Am J Physiol Heart Circ Physiol 269(2):H571–H582
Anderson RH, Smerup M, Sanchez-Quintana D, Loukas M, Lunkenheimer PP (2009) The three-dimensional arrangement of the myocytes in the ventricular walls. Clin Anatomy 22(1):64–76
Demer L, Yin F (1983) Passive biaxial mechanical properties of isolated canine myocardium. J Physiol 339(1):615–630
Dokos S, Smaill B, Young A, LeGrice I (2002) Shear properties of passive ventricular myocardium. Am J Physiol Heart Circ Physiol 283(6):H2650–H2659
Sommer G, Schriefl AJ, Andrä M, Sacherer M, Viertler C, Wolinski H, Holzapfel GA (2015) Biomechanical properties and microstructure of human ventricular myocardium. Acta Biomater 24:172–192
Sacks M, Chuong C (1993) A constitutive relation for passive right-ventricular free wall myocardium. J Biomech 26(11):1341–1345
Nash M, Hunter P (2000) Computational mechanics of the heart. J Elast 61(1):113–141
Costa K, Holmes J, McCulloch A (2001) Modelling cardiac mechanical properties in three dimensions. Philos Trans Royal Soc A 359(1783):1233–1250
Schmid H, Wang Y, Ashton J, Ehret A, Krittian S, Nash M, Hunter P (2009) Myocardial material parameter estimation: a comparison of invariant based orthotropic constitutive equations. Comput Methods Biomech Biomed Eng 12(3):283–295
Loeffler L, Sagawa K (1975) A one-dimensional viscoelastic model of cat heart muscle studied by small length perturbations during isometric contraction. Circ Res 36(4):498–512
Miller C, Vanni M, Keller B (1997) Characterization of passive embryonic myocardium by quasi-linear viscoelasticity theory. J Biomech 30(9):985–988
Yao J, Varner VD, Brilli LL, Young JM, Taber LA, Perucchio R (2012) Viscoelastic material properties of the myocardium and cardiac jelly in the looping chick heart. J Biomech Eng 134(2):0245021–0245027
Huyghe J, van Campen D, Arts T, Heethaar R (1991) The constitutive behaviour of passive heart muscle tissue: a quasi-linear viscoelastic formulation. J Biomech 24(9):841–849
Gültekin O, Sommer G, Holzapfel GA, (2016) An orthotropic viscoelastic model for the passive myocardium: continuum basis and numerical treatment. Comput Methods Biomech Biomed Eng 1–18
Cansız FBC, Dal H, Kaliske M (2015) An orthotropic viscoelastic material model for passive myocardium: theory and algorithmic treatment. Comput Methods Biomech Biomed Eng 18:1160–1172
Christensen R (2003) Theory of viscoelasticity. Dover Publications, New York
Kaliske M, Rothert H (1997) Formulation and implementation of three-dimensional viscoelasticity at small and finite strains. Comput Mech 19(3):228–239
Horstemeyer MF, Bammann DJ (2010) Historical review of internal state variable theory for inelasticity. Int J Plast 26(9):1310–1334
Segerstad PHA, Toll S, Larsson R (2009) Computational modelling of dissipative open-cell cellular solids at finite deformations. Int J Plast 25(5):802–821
Zhu H, Sun L (2013) A viscoelastic-viscoplastic damage constitutive model for asphalt mixtures based on thermodynamics. Int J Plast 40:81–100
Simo J (1987) On a fully three-dimensional finite-strain viscoelastic damage model: formulation and computational aspects. Comput Methods Appl Mech Eng 60(2):153–173
Simo J, Hughes T (1998) Computational inelasticity, vol 7. Springer, Berlin
Nedjar B (2011) A time dependent model for unidirectional fibre-reinforced composites with viscoelastic matrices. Int J Solids Struct 48(16C17):2333–2339
Guccione JM, McCulloch AD, Waldman LK (1991) Passive material properties of intact ventricular myocardium determined from a cylindrical model. J Biomech Eng 113(1):42–55
Holzapfel G, Ogden R (2009) Constitutive modelling of passive myocardium: a structurally based framework for material characterization. Philos Trans Royal Soc A 367(1902):3445–3475
Göktepe S, Acharya S, Wong J, Kuhl E (2011) Computational modeling of passive myocardium. Int J Numer Methods Biomed Eng 27(1):1–12
Wang H, Gao H, Luo X, Berry C, Griffith B, Ogden R, Wang T (2013) Structure-based finite strain modelling of the human left ventricle in diastole. Int J Numer Methods Biomed Eng 29(1):83–103
Miller K, Chinzei K, Orssengo G, Bednarz P (2000) Mechanical properties of brain tissue in-vivo: experiment and computer simulation. J Biomech 33(11):1369–1376
Gao Z, Lister K, Desai J (2010) Constitutive modeling of liver tissue: experiment and theory. Ann Biomed Eng 38(2):505–516
Tsuiki K, l. Ritamn E (1980) Direct evidence that left ventricular myocardium is incompressible throughout systole and diastole. Tohoku J Exp Med 132(1):119–120
Yin F, Chan C, Judd R (1996) Compressibility of perfused passive myocardium. Am J Physiol Heart Circ Physiol 271(5):H1864–H1870
Holzapfel G, Gasser T, Stadler M (2002) A structural model for the viscoelastic behavior of arterial walls: continuum formulation and finite element analysis. Eur J Mech A 21(3):441–463
Nguyen T, Jones R, Boyce B (2007) Modeling the anisotropic finite-deformation viscoelastic behavior of soft fiber-reinforced composites. Int J Solids Struct 44(25–26):8366–8389
Shariff M (2012) Physical invariant strain energy function for passive myocardium. Biomech Model Mechanobiol 19:1–9
Spencer A (1984) Constitutive theory for strongly anisotropic solids. Continuum theory of the mechanics of fibre-reinforced composites. Springer, New York, pp 1–32
Merodio J, Ogden R (2006) The influence of the invariant on the stresscdeformation and ellipticity characteristics of doubly fiber-reinforced non-linearly elastic solids. Int J Non Linear Mech 41(4):556–563
Shariff M (2012) Nonlinear orthotropic elasticity: only six invariants are independent. J Elast 15:1–5
Holzapfel G, Ogden R (2009) On planar biaxial tests for anisotropic nonlinearly elastic solids. A continuum mechanical framework. Math Mech Solids 14(5):474–489
Sorvari J, Hämäläinen J (2010) Time integration in linear viscoelasticity comparative study. Mech Time Depend Mater 14(3):307–328
Wriggers P (2008) Nonlinear finite element methods. Springer, Berlin
Nair AU, Taggart DG, Vetter FJ (2007) Optimizing cardiac material parameters with a genetic algorithm. J Biomech 40(7):1646–1650
Author information
Authors and Affiliations
Corresponding author
Appendix: Stress for the cylindrical model
Appendix: Stress for the cylindrical model
In this appendix, the formulation of the deviatoric Cauchy stress, \({\hat{\sigma }}=\mathbf {F}^{\mathrm {T}}{\hat{\mathbf {S}}}\mathbf {F}\), appearing in the analysis of the cylindrical model is explicitly presented. The first ingredients for obtaining \({\hat{\sigma }}\) are the deformation invariants involved, which can be expressed as
Hence, the terms related to the invariant \( I_{8fs}\) cause no effect on the stress.
To make the presentation tractable, the stress components are treated separately:
-
(1)
for the component associated with the first invariant,
$$\begin{aligned} (\varvec{\sigma })_1= & {} \mathbf {F}(\mathbb {P}:\mathbf {I}) \mathbf {F}^{\mathrm {T}}\\ {}= & {} cof_{1R}\mathbf {e}_R\mathbf {e}_R +cof_{1\varTheta }\mathbf {e}_{\varTheta }\mathbf {e}_{\varTheta }\\&+\,cof_{1Z}\mathbf {e}_Z\mathbf {e}_Z+cof_{1Z\varTheta }\mathbf {e} _Z\mathbf {e}_{\varTheta } \end{aligned}$$in which the three coefficients are explicitly expressed as
$$\begin{aligned}&cof_{1R} = \frac{1}{3} \left[ 2 r_i^2+r^2 \left( -\frac{1}{R^2} -v^2\right) -\lambda ^2\right] \\&cof_{1\varTheta } = \frac{2 r^2 \left( 1+R^2 v^2\right) -R^2 \left( r_i^2+\lambda ^2\right) }{3 R^2} \\&cof_{1Z} = \frac{1}{3} \left[ -r_i^2+r^2 \left( -\frac{1}{R^2}-v^2\right) +2 \lambda ^2\right] \\&cof_{1Z\varTheta }=r v \lambda \end{aligned}$$ -
(2)
for the component in the fiber direction associated with the invariant \(I_{4f}\),
$$\begin{aligned} (\varvec{\sigma })_{4f}= & {} \mathbf {F}(\mathbb {P}: \mathbf {f}_0\otimes \mathbf {f}_0)\mathbf {F}^{\mathrm {T}}\\= & {} cof_{4fR}\mathbf {e}_R\mathbf {e}_R +cof_{4f\varTheta }\mathbf {e}_{\varTheta }\mathbf {e}_{\varTheta } +cof_{4fZ}\mathbf {e}_Z\mathbf {e}_Z \end{aligned}$$whose coefficients are
$$\begin{aligned} cof_{4fR}= & {} -\frac{1}{3 R^2}\Big (r^2 \cos (\beta )^2+\,R \sin (\beta ) [-2 r^2 v \cos (\beta )\\\nonumber&+R \left( r^2 v^2+\lambda ^2\right) \sin (\beta )]\Big ) \\ cof_{4f\varTheta }= & {} \frac{1}{3 R^2}\Big (2 r^2 \cos (\beta )^2-4 r^2 R v \cos (\beta ) \sin (\beta )\\ \nonumber&+\,R^2 \left( 2 r^2 v^2-\lambda ^2\right) \sin (\beta )^2\Big )\\ cof_{4fZ}= & {} \frac{1}{3 R^2}\Big (-r^2 \cos (\beta )^2+R^2 \left( -r^2 v^2+2 \lambda ^2\right) \\&\times \sin (\beta )^2+r^2 R v \sin (2 \beta )\Big )\\ cof_{4fZ\varTheta }= & {} \frac{r \lambda \sin (\beta ) [-\cos (\beta )+\,R v \sin (\beta )]}{R} \end{aligned}$$ -
(3)
for the component in the sheet direction associated with the invariant \(I_{4s}\),
$$\begin{aligned} (\varvec{\sigma })_{4s}= & {} \mathbf {F}(\mathbb {P}:\mathbf {s}_0 \otimes \mathbf {s}_0)\mathbf {F}^{\mathrm {T}}\\= & {} cof_{4sR}\mathbf {e}_R\mathbf {e}_R +cof_{4s\varTheta }\mathbf {e}_{\varTheta }\mathbf {e}_{\varTheta }+cof_{4sZ} \mathbf {e}_Z\mathbf {e}_Z \end{aligned}$$whose coefficients are
$$\begin{aligned} cof_{4sR}= & {} \frac{2 r_i^2}{3}\\ cof_{4s\varTheta }= & {} -\frac{r_i^2}{3} \\ cof_{4sZ}= & {} -\frac{r_i^2}{3}. \end{aligned}$$
Rights and permissions
About this article
Cite this article
Shen, J.J. A structurally based viscoelastic model for passive myocardium in finite deformation. Comput Mech 58, 491–509 (2016). https://doi.org/10.1007/s00466-016-1303-1
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s00466-016-1303-1