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Characterization of the highly nonlinear and anisotropic vascular tissues from experimental inflation data: a validation study towards the use of clinical data for in-vivo modeling and analysis

机译:从实验膨胀数据表征高度非线性和各向异性的血管组织:一项关于将临床数据用于体内建模和分析的验证研究

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摘要

In this study, we investigate whether an inverse modeling approach can be used to characterize vascular tissue behavior from experimental data of blood vessels subjected at various levels of internal pressure and axial stretch that mimics clinical data. In-vivo condition of blood vessel with either constant or variable axial response is considered. To compensate for the limitation of this data that does not provide axial force information, a new concept to constrain the ratio of axial to circumferential elastic moduli to a typical range is proposed. Vessel wall constitutive behavior was modeled with a transversely isotropic hyperelastic equation that accounts for dispersed collagen fibers, and both single-layer and bi-layer models were implemented for examination. The possibility of obtaining the fiber orientation in this approach was also evaluated. The characterized behavior was validated with an independent pipette-aspiration biaxial data on the same samples. It was found that homogenous assumption is an over-simplification. The constrained bi-layer model was in excellent agreement with both types of experimental data. Fiber angle is needed to be pre-defined to avoid covariance problem. Finally, our approach is relatively invariant to any particular axial response. Therefore, we believe that inverse modeling approach is suitable for in-vivo characterization.
机译:在这项研究中,我们调查了是否可以使用逆建模方法从模拟各种临床数据的各种内部压力和轴向拉伸水平下的血管实验数据中表征血管组织行为。考虑具有恒定或可变轴向响应的血管的体内状况。为了补偿此数据不能提供轴向力信息的局限性,提出了一种将轴向弹性模量与圆周弹性模量之比限制在典型范围内的新概念。用横观各向同性的超弹性方程对血管壁的本构行为建模,该方程解释了分散的胶原纤维,并且实施了单层和双层模型进行检查。还评估了通过这种方法获得纤维取向的可能性。使用独立的移液器吸取双轴数据验证了相同样品的特征行为。发现同质假设是一个过分简化的假设。约束双层模型与两种类型的实验数据都非常吻合。需要预先定义光纤角度以避免协方差问题。最后,我们的方法相对于任何特定的轴向响应都是相对不变的。因此,我们认为逆建模方法适用于体内表征。

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