Poro-viscoelastic material parameter identification of brain tissue-mimicking hydrogels

被引:10
|
作者
Kainz, Manuel P. [1 ]
Greiner, Alexander [2 ]
Hinrichsen, Jan [2 ]
Kolb, Dagmar [3 ,4 ]
Comellas, Ester [5 ]
Steinmann, Paul [2 ,6 ]
Budday, Silvia [2 ]
Terzano, Michele [1 ]
Holzapfel, Gerhard A. [1 ,7 ]
机构
[1] Graz Univ Technol, Inst Biomech, Graz, Austria
[2] Friedrich Alexander Univ Erlangen Nurnberg, Inst Appl Mech, Dept Mech Engn, Erlangen, Germany
[3] Med Univ Graz, Ctr Med Res, Gottfried Schatz Res Ctr, Core Facil Ultrastruct Anal, Graz, Austria
[4] Med Univ Graz, Gottfried Schatz Res Ctr, Div Cell Biol Histol & Embryol, Graz, Austria
[5] Univ Politecn Catalunya UPC, Dept Phys, Barcelona, Spain
[6] Univ Glasgow, Glasgow Computat Engn Ctr, Glasgow City, Scotland
[7] Norwegian Univ Sci & Technol NTNU, Dept Struct Engn, Trondheim, Norway
基金
奥地利科学基金会;
关键词
brain tissue; hydrogel; polyvinyl alcohol; biomechanical testing; indentation; parameter identification; poroelasticity; viscoelasticity; MECHANICAL-PROPERTIES; POLYVINYL-ALCOHOL; WHITE-MATTER; SOFT-TISSUE; COMPOSITE HYDROGEL; IN-VIVO; INDENTATION; CARTILAGE; MODEL; POROELASTICITY;
D O I
10.3389/fbioe.2023.1143304
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 ; 0836 ; 090102 ; 100705 ;
摘要
Understanding and characterizing the mechanical and structural properties of brain tissue is essential for developing and calibrating reliable material models. Based on the Theory of Porous Media, a novel nonlinear poro-viscoelastic computational model was recently proposed to describe the mechanical response of the tissue under different loading conditions. The model contains parameters related to the time-dependent behavior arising from both the viscoelastic relaxation of the solid matrix and its interaction with the fluid phase. This study focuses on the characterization of these parameters through indentation experiments on a tailor-made polyvinyl alcohol-based hydrogel mimicking brain tissue. The material behavior is adjusted to ex vivo porcine brain tissue. An inverse parameter identification scheme using a trust region reflective algorithm is introduced and applied to match experimental data obtained from the indentation with the proposed computational model. By minimizing the error between experimental values and finite element simulation results, the optimal constitutive model parameters of the brain tissue-mimicking hydrogel are extracted. Finally, the model is validated using the derived material parameters in a finite element simulation.
引用
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页数:14
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