Skip to main content
Erschienen in:
Buchtitelbild

2021 | OriginalPaper | Buchkapitel

Constitutive Modelling of Soft Biological Tissue from Ex Vivo to in Vivo: Myocardium as an Example

verfasst von : Debao Guan, Xiaoyu Luo, Hao Gao

Erschienen in: Methods of Mathematical Oncology

Verlag: Springer Singapore

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

Imbalance of stress/strain microenvironment can lead to adverse remodelling and pathogenesis in various soft tissues, tumour included. Therefore, there is a critical need for accurate quantification of the biomechanical homeostasis in soft tissue through mathematical modelling, which is critically dependent on constitutive models, the mathematical descriptions that approximate the mechanical behaviours of material under specific conditions by considering information from subcellular, cellular and tissue levels. In most soft biological tissue, collagen is the major component of the extracellular matrix, its architecture largely determines the material property (stiffness). In this work, we will use myocardium as an example to show how we can develop a constitutive law from various ex vivo experiments within the continuum mechanics framework, and demonstrate the applications to real patient data. We will further focus on parameter calibrations from ex/in vivo measurements. We believe this approach of constitutive modelling and calibration can be applied to various soft biological tissues and shed light on physiological and pathological mechanobiology.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literatur
1.
2.
Zurück zum Zitat Chaplain, M.A.J., Sleeman, B.D.: Modelling the growth of solid tumours and incorporating a method for their classification using nonlinear elasticity theory. J. Math. Biol. 31(5), 431–473 (1993)MathSciNetCrossRef Chaplain, M.A.J., Sleeman, B.D.: Modelling the growth of solid tumours and incorporating a method for their classification using nonlinear elasticity theory. J. Math. Biol. 31(5), 431–473 (1993)MathSciNetCrossRef
3.
Zurück zum Zitat Colin, T., Dechristé, G., Fehrenbach, J., Guillaume, L., Lobjois, V., Poignard, C.: Experimental estimation of stored stress within spherical microtissues. J. Math. Biol. 77(4), 1073–1092 (2018)MathSciNetCrossRef Colin, T., Dechristé, G., Fehrenbach, J., Guillaume, L., Lobjois, V., Poignard, C.: Experimental estimation of stored stress within spherical microtissues. J. Math. Biol. 77(4), 1073–1092 (2018)MathSciNetCrossRef
4.
Zurück zum Zitat Dokos, S., Smaill, B.H., Young, A.A., LeGrice, I.J.: Shear properties of passive ventricular myocardium. Am. J. Physiol.-Heart Circulatory Physiol. 283(6), H2650–H2659 (2002)CrossRef Dokos, S., Smaill, B.H., Young, A.A., LeGrice, I.J.: Shear properties of passive ventricular myocardium. Am. J. Physiol.-Heart Circulatory Physiol. 283(6), H2650–H2659 (2002)CrossRef
5.
Zurück zum Zitat Eriksson, T.S.E., Prassl, A.J., Plank, G., Holzapfel, G.A.: Modeling the dispersion in electromechanically coupled myocardium. Int. J. Numer. Methods Biomed. Eng. 29(11), 1267–1284 (2013)MathSciNetCrossRef Eriksson, T.S.E., Prassl, A.J., Plank, G., Holzapfel, G.A.: Modeling the dispersion in electromechanically coupled myocardium. Int. J. Numer. Methods Biomed. Eng. 29(11), 1267–1284 (2013)MathSciNetCrossRef
6.
Zurück zum Zitat Fang, M., Yuan, J., Peng, C., Li, Y.: Collagen as a double-edged sword in tumor progression. Tumor Biol. 35(4), 2871–2882 (2014)CrossRef Fang, M., Yuan, J., Peng, C., Li, Y.: Collagen as a double-edged sword in tumor progression. Tumor Biol. 35(4), 2871–2882 (2014)CrossRef
7.
Zurück zum Zitat Fovargue, D., Fiorito, M., Capilnasiu, A., Nordsletten, D., Lee, J., Sinkus, R.: Towards noninvasive estimation of tumour pressure by utilising MR elastography and nonlinear biomechanical models: a simulation and phantom study. Sci. Rep. 10(1), 1–13 (2020)CrossRef Fovargue, D., Fiorito, M., Capilnasiu, A., Nordsletten, D., Lee, J., Sinkus, R.: Towards noninvasive estimation of tumour pressure by utilising MR elastography and nonlinear biomechanical models: a simulation and phantom study. Sci. Rep. 10(1), 1–13 (2020)CrossRef
8.
Zurück zum Zitat Gao, H., Li, W.G., Cai, L., Berry, C., Luo, X.Y.: Parameter estimation in a Holzapfel-Ogden law for healthy myocardium. J. Eng. Math. 95(1), 231–248 (2015)MathSciNetCrossRef Gao, H., Li, W.G., Cai, L., Berry, C., Luo, X.Y.: Parameter estimation in a Holzapfel-Ogden law for healthy myocardium. J. Eng. Math. 95(1), 231–248 (2015)MathSciNetCrossRef
9.
Zurück zum Zitat Gao, H., Aderhold, A., Mangion, K., Luo, X., Husmeier, D., Berry, C.: Changes and classification in myocardial contractile function in the left ventricle following acute myocardial infarction. J. R. Soc. Interface 14(132), 20170203 (2017)CrossRef Gao, H., Aderhold, A., Mangion, K., Luo, X., Husmeier, D., Berry, C.: Changes and classification in myocardial contractile function in the left ventricle following acute myocardial infarction. J. R. Soc. Interface 14(132), 20170203 (2017)CrossRef
10.
Zurück zum Zitat Guan, D., Ahmad, F., Theobald, P., Soe, S., Luo, X., Gao, H.: On the AIC based model reduction for the general Holzapfel-Ogden myocardial constitutive law. Biomech. Model. Mechanobiol. 18, 1213–1232 (2019)CrossRef Guan, D., Ahmad, F., Theobald, P., Soe, S., Luo, X., Gao, H.: On the AIC based model reduction for the general Holzapfel-Ogden myocardial constitutive law. Biomech. Model. Mechanobiol. 18, 1213–1232 (2019)CrossRef
11.
Zurück zum Zitat Guan, D., Yao, J., Luo, X., Gao, H.: Effect of myofibre architecture on ventricular pump function by using a neonatal porcine heart model: from DT-MRI to rule-based methods. R. Soc. Open Sci. 7(4) (2020) Guan, D., Yao, J., Luo, X., Gao, H.: Effect of myofibre architecture on ventricular pump function by using a neonatal porcine heart model: from DT-MRI to rule-based methods. R. Soc. Open Sci. 7(4) (2020)
12.
Zurück zum Zitat Holzapfel, G.A., Ogden, R.W.: Constitutive modelling of passive myocardium: a structurally based framework for material characterization. Philos. Trans. R. Soc. A: Math. Phys. Eng. Sci. 367(1902), 3445–3475 (2009)MathSciNetCrossRef Holzapfel, G.A., Ogden, R.W.: Constitutive modelling of passive myocardium: a structurally based framework for material characterization. Philos. Trans. R. Soc. A: Math. Phys. Eng. Sci. 367(1902), 3445–3475 (2009)MathSciNetCrossRef
13.
Zurück zum Zitat Hoyt, K., et al.: Tissue elasticity properties as biomarkers for prostate cancer. Cancer Biomarkers 4(4–5), 213–225 (2008)CrossRef Hoyt, K., et al.: Tissue elasticity properties as biomarkers for prostate cancer. Cancer Biomarkers 4(4–5), 213–225 (2008)CrossRef
14.
Zurück zum Zitat Klotz, S., et al.: Single-beat estimation of end-diastolic pressure-volume relationship: a novel method with potential for noninvasive application. Am. J. Physiol.-Heart Circulatory Physiol. 291(1), H403–H412 (2006)CrossRef Klotz, S., et al.: Single-beat estimation of end-diastolic pressure-volume relationship: a novel method with potential for noninvasive application. Am. J. Physiol.-Heart Circulatory Physiol. 291(1), H403–H412 (2006)CrossRef
15.
Zurück zum Zitat Kyriacou, S.K., Davatzikos, C.: A biomechanical model of soft tissue deformation, with applications to non-rigid registration of brain images with tumor pathology. In: Wells, W.M., Colchester, A., Delp, S. (eds.) MICCAI 1998. LNCS, vol. 1496, pp. 531–538. Springer, Heidelberg (1998). https://doi.org/10.1007/BFb0056238CrossRef Kyriacou, S.K., Davatzikos, C.: A biomechanical model of soft tissue deformation, with applications to non-rigid registration of brain images with tumor pathology. In: Wells, W.M., Colchester, A., Delp, S. (eds.) MICCAI 1998. LNCS, vol. 1496, pp. 531–538. Springer, Heidelberg (1998). https://​doi.​org/​10.​1007/​BFb0056238CrossRef
16.
Zurück zum Zitat Li, W., Gao, H., Mangion, K., Berry, C., Luo, X.: Apparent growth tensor of left ventricular post myocardial infarction - in human first natural history study. Comput. Biol. Med. 129 (2021) Li, W., Gao, H., Mangion, K., Berry, C., Luo, X.: Apparent growth tensor of left ventricular post myocardial infarction - in human first natural history study. Comput. Biol. Med. 129 (2021)
17.
Zurück zum Zitat Mangion, K., Gao, H., Husmeier, D., Luo, X., Berry, C.: Advances in computational modelling for personalised medicine after myocardial infarction. Heart 104(7), 550–557 (2018)CrossRef Mangion, K., Gao, H., Husmeier, D., Luo, X., Berry, C.: Advances in computational modelling for personalised medicine after myocardial infarction. Heart 104(7), 550–557 (2018)CrossRef
18.
Zurück zum Zitat Melnik, A.V., Luo, X., Ogden, R.W.: A generalised structure tensor model for the mixed invariant I8. Int. J. Non-Linear Mech. 107, 137–148 (2018)CrossRef Melnik, A.V., Luo, X., Ogden, R.W.: A generalised structure tensor model for the mixed invariant I8. Int. J. Non-Linear Mech. 107, 137–148 (2018)CrossRef
19.
Zurück zum Zitat O’Hagan, J.J., Samani, A.: Measurement of the hyperelastic properties of tissue slices with tumour inclusion. Phys. Med. Biol. 53(24), 7087 (2008)CrossRef O’Hagan, J.J., Samani, A.: Measurement of the hyperelastic properties of tissue slices with tumour inclusion. Phys. Med. Biol. 53(24), 7087 (2008)CrossRef
20.
Zurück zum Zitat Sommer, G., et al.: Biomechanical properties and microstructure of human ventricular myocardium. Acta Biomaterialia 24, 172–192 (2015)CrossRef Sommer, G., et al.: Biomechanical properties and microstructure of human ventricular myocardium. Acta Biomaterialia 24, 172–192 (2015)CrossRef
21.
Zurück zum Zitat Stylianopoulos, T.: The solid mechanics of cancer and strategies for improved therapy. J. Biomech. Eng. 139(2) (2017) Stylianopoulos, T.: The solid mechanics of cancer and strategies for improved therapy. J. Biomech. Eng. 139(2) (2017)
22.
Zurück zum Zitat Torzilli, P.A., Bourne, J.W., Cigler, T., Theresa Vincent, C.: A new paradigm for mechanobiological mechanisms in tumor metastasis. In: Seminars in Cancer Biology, vol. 22, pp. 385–395. Elsevier (2012) Torzilli, P.A., Bourne, J.W., Cigler, T., Theresa Vincent, C.: A new paradigm for mechanobiological mechanisms in tumor metastasis. In: Seminars in Cancer Biology, vol. 22, pp. 385–395. Elsevier (2012)
23.
Zurück zum Zitat Unnikrishnan, G.U., Unnikrishnan, V.U., Reddy, J.N., Lim, C.T.: Review on the constitutive models of tumor tissue for computational analysis. Appl. Mech. Rev. 63(4) (2010) Unnikrishnan, G.U., Unnikrishnan, V.U., Reddy, J.N., Lim, C.T.: Review on the constitutive models of tumor tissue for computational analysis. Appl. Mech. Rev. 63(4) (2010)
24.
Zurück zum Zitat Voutouri, C., Mpekris, F., Papageorgis, P., Odysseos, A.D., Stylianopoulos, T.: Role of constitutive behavior and tumor-host mechanical interactions in the state of stress and growth of solid tumors. PloS One 9(8), e104717 (2014)CrossRef Voutouri, C., Mpekris, F., Papageorgis, P., Odysseos, A.D., Stylianopoulos, T.: Role of constitutive behavior and tumor-host mechanical interactions in the state of stress and growth of solid tumors. PloS One 9(8), e104717 (2014)CrossRef
25.
Zurück zum Zitat Wang, H.M., et al.: Structure-based finite strain modelling of the human left ventricle in diastole. Int. J. Numer. Methods Biomed. Eng. 29(1), 83–103 (2013)MathSciNetCrossRef Wang, H.M., et al.: Structure-based finite strain modelling of the human left ventricle in diastole. Int. J. Numer. Methods Biomed. Eng. 29(1), 83–103 (2013)MathSciNetCrossRef
26.
Zurück zum Zitat Xu, S., et al.: The role of collagen in cancer: from bench to bedside. J. Transl. Med. 17(1), 1–22 (2019)CrossRef Xu, S., et al.: The role of collagen in cancer: from bench to bedside. J. Transl. Med. 17(1), 1–22 (2019)CrossRef
Metadaten
Titel
Constitutive Modelling of Soft Biological Tissue from Ex Vivo to in Vivo: Myocardium as an Example
verfasst von
Debao Guan
Xiaoyu Luo
Hao Gao
Copyright-Jahr
2021
Verlag
Springer Singapore
DOI
https://doi.org/10.1007/978-981-16-4866-3_1