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Myocardial material parameter estimation

A non–homogeneous finite element study from simple shear tests

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Abstract

The passive material properties of myocardium play a major role in diastolic performance of the heart. In particular, the shear behaviour is thought to play an important mechanical role due to the laminar architecture of myocardium. We have previously compared a number of myocardial constitutive relations with the aim to extract their suitability for inverse material parameter estimation. The previous study assumed a homogeneous deformation. In the present study we relaxed the homogeneous assumption by implementing these laws into a finite element environment in order to obtain more realistic measures for the suitability of these laws in both their ability to fit a given set of experimental data, as well as their stability in the finite element environment. In particular, we examined five constitutive laws and compare them on the basis of (i) “goodness of fit”: how well they fit a set of six shear deformation tests, (ii) “determinability”: how well determined the objective function is at the optimal parameter fit, and (iii) “variability”: how well determined the material parameters are over the range of experiments. Furthermore, we compared the FE results with those from the previous study.

It was found that the same material law as in the previous study, the orthotropic Fung-type “Costa-Law”, was the most suitable for inverse material parameter estimation for myocardium in simple shear.

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References

  • Arts T, Costa K, Covell J, McCulloch A (2001) Relating myocardial laminar architecture to shear strain and muscle fiber orientation. Am J Physiol 280:H2222–H2229

    Google Scholar 

  • Bischoff J, Arruda E, Grosh K (2002) A microstructurally based orthotropic hyperelastic constitutive law. J Biomech Eng 69:570–579

    MATH  Google Scholar 

  • Bischoff J, Arruda E, Grosh K (2004) A rheological network model for the continuum anisotropic and viscoelastic behaviour of soft tissue. Biomech Model Mechanobiol 3(1):56–65

    Article  Google Scholar 

  • Burnham K, Anderson D (2002) Model selection and multi-model inference: a practical information-theoretic approach, 2nd edn. Springer, New York

    Google Scholar 

  • Cohen A (1991) A padé approximant to the inverse langevin function. Rheol Acta 30:270–273

    Article  Google Scholar 

  • Costa K, Holmes J, McCulloch A (2001) Modelling cardiac mechanical properties in three dimensions. Philos Trans R Soc 359(1783):1233–1250

    Article  MATH  Google Scholar 

  • Dokos S, Smaill B, Young A, LeGrice I (2002) Shear properties of passive ventricular myocardium. Am J Physiol Heart Circ Physiol 283:H2650–H2659

    Google Scholar 

  • Fung Y (1965) Foundations of solid mechanics. Prentice-Hall, Inc., Englewood Cliffs

    Google Scholar 

  • Fung Y (1993) Biomechanics: mechanical properties of living tissues, 2nd edn. Springer, New York

    Google Scholar 

  • Gardiner J, Weiss J (2001) Simple shear testing of parallel-fibered planar soft tissues. J Biomech Eng 123(2):170–175

    Article  Google Scholar 

  • Gasser T, Ogden R, Holzapfel G (2006) Hyperelastic modelling of arterial layers with distributed collagen fibre orientations. J R Soc Interface 3:15–35

    Article  Google Scholar 

  • Guccione J, McCulloch A, Waldmann L (1991) Passive material properties of intact ventricular myocardium determined from a cylindrical model. J Biomech Eng 113:42–55

    Article  Google Scholar 

  • Holzapfel G (2000) Nonlinear solid mechanics. Wiley, Chichester

    MATH  Google Scholar 

  • Itskov M, Aksel N (2004) A class of orthotropic and transversely isotropic hyperelastic constitutive models based on a polyconvex strain energy function. Int J Solids Struct 41:3833–3848

    Article  MathSciNet  MATH  Google Scholar 

  • Janicki J, Weber K (1977) Ejection pressure and the diastolic left ventricular pressure–volume relation. Am J Physiol 232(6):H545–H552

    Google Scholar 

  • Lainé E, Vallée C, Fortuné D (1999) Nonlinear isotropic constitutive laws: choice of the three invariants, complex potentials and constitutive inequalities. Int J Eng Sci 37:1927–1941

    Article  Google Scholar 

  • Lanir Y, Lichtenstein O, Imanuel O (1996) Optimal design of biaxial tests for structural material characterization of flat tissues. J Biomech. Eng 118:41–47

    Article  Google Scholar 

  • LeGrice I, Smaill B, Chai L, Edgar S, Gavin J, Hunter P (1995a) Laminar structure of the heart: ventricular myocyte arrangement and connective tissue architecture in the dog. Am J Physiol Heart Circ Physiol 38(269):H571–H582

    Google Scholar 

  • LeGrice I, Takayama Y, Covell J (1995b) Transverse shear along myocardial cleavage planes provides a mechanism for normal systolic wall thickening. Circ Res 77:182–193

    Google Scholar 

  • Leonov AI (2000) On the conditions of potentiality in finite elasticity and hypo-elasticity. Int J Solids Struct 37:2565–2576

    Article  MathSciNet  MATH  Google Scholar 

  • Mandilov L, Eberli F, Seiler C, Hess O (2000) Diastolic heart failure. Cardiovasc Res 45:813–825

    Article  Google Scholar 

  • Miller C, Wong C (2000) Trbaeculated embryonic myocardium shows rapid stress relaxation and non-quasi-linear viscoelastic behaviour. J Biomech 33:615–622

    Article  Google Scholar 

  • Nash M, Hunter P (2000) Computational mechanics of the heart. J Elast 61:113–141

    Article  MathSciNet  MATH  Google Scholar 

  • Poynting J (1909) On pressure perpendicular to the shear planes in finite pure shears, and on the lengthening of loaded wires when twisted. Proc R Soc Lond A82:546–549

    Google Scholar 

  • Press W, Flannery B, Teukolsky S, Vetterling W (1989) Numerical recipes. Cambridge University Press, Cambridge

    MATH  Google Scholar 

  • Reddy K, Yusuf S (1998) Emerging epidemic cardiovascular disease in developing countries. Circulation 97:596–601

    Google Scholar 

  • Schmid H, Nash M, Walker C, Sands G, Pope A, LeGrice I, Young A, Nielsen P, Hunter P (2005) A framework for multi-scale modeling of the heart. IFMBE Proceedings, IFMBE, Prague: ISSN 1727-1983. In: Hozman J, Kneppo P (eds) (Proceedings of the 3rd European medical and biological engineering conference—EMBEC 05. Prague, Czech Republic, 20-25.11.2005), Id. 2535 11, pp 4201–4205

  • Schmid H, Nash M, Young A, Hunter P (2006) Myocardial material parameter estimation—a comparative study for simple shear. J Biomech Eng 128(5):742–750

    Article  Google Scholar 

  • Schmid H, Nash M, Young A, Röhrle O, Hunter P (2007) A computationally efficient optimization kernel for material parameter estimation procedures. J Biomech Eng 129(2):279–283

    Article  Google Scholar 

  • Smaill B, Hunter P (1991) Theory of heart, chap 1, Structure and function of the diastolic heart: material properties of passive myocardium. Springer, Heidelberg, pp 1–29

  • Suga H, Sagawa K, Shoukas A (1973) Load independence of the instantaneous pressure-volume ratio of the canine left ventricle and effects of epinephrine and heart rate on the ratio. Circ Res 32:314–322 www.cellml.org, 2006. www.cmiss.org, 2006. www.mathworks.com, 2006

    Google Scholar 

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Schmid, H., O’Callaghan, P., Nash, M.P. et al. Myocardial material parameter estimation. Biomech Model Mechanobiol 7, 161–173 (2008). https://doi.org/10.1007/s10237-007-0083-0

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