Title :
Mechanical characterization of atherosclerotic arteries using finite-element modeling: Feasibility study on mock arteries
Author :
Pazos, Valerie ; Mongrain, Rosaire ; Tardif, Jean-Claude
Author_Institution :
Dept. of Mech. Eng., McGill Univ., Montreal, QC, Canada
fDate :
6/1/2010 12:00:00 AM
Abstract :
Clinical studies on lipid-lowering therapy have shown that changing the composition of lipid pools reduced significantly the risk of cardiac events associated with plaque rupture. It has been shown also that changing the composition of the lipid pool affects its mechanical properties. However, knowledge about the mechanical properties of human atherosclerotic lesions remains limited due to the difficulty of the experiments. This paper aims to assess the feasibility of characterizing a lipid pool embedded in the wall of a pressurized vessel using finite-element simulations and an optimization algorithm. Finite-element simulations of inflation experiments were used together with nonlinear least squares algorithm to estimate the material model parameters of the wall and of the inclusion. An optimal fit of the simulated experiment and the real experiment was sought with the parameter estimation algorithm. The method was first tested on a single-layer polyvinyl alcohol (PVA) cryogel stenotic vessel, and then, applied on a double-layered PVA cryogel stenotic vessel with a lipid inclusion.
Keywords :
biomechanics; biomedical materials; blood vessels; finite element analysis; medical computing; optimisation; polymers; atherosclerotic artery; double-layered PVA cryogel stenotic vessel; finite-element modeling; finite-element simulations; lipid inclusion; lipid pool; mechanical characterization; mock artery; nonlinear least square algorithm; optimization algorithm; parameter estimation algorithm; pressurized vessel; single-layer polyvinyl alcohol cryogel stenotic vessel; Arteries; Finite element methods; Least squares approximation; Lesions; Lipidomics; Mechanical factors; Medical treatment; Parameter estimation; Testing; Arteries; atherosclerosis; finite element; hyperelastic; pressurization testing; Arteries; Atherosclerosis; Biomimetic Materials; Blood Pressure; Computer Simulation; Elastic Modulus; Feasibility Studies; Finite Element Analysis; Humans; Lipid Metabolism; Models, Cardiovascular;
Journal_Title :
Biomedical Engineering, IEEE Transactions on
DOI :
10.1109/TBME.2010.2041001