一个有限多孔粘弹性模型捕捉了人类宫颈在多步球形压痕下的力学行为。

Lei Shi, K. Myers
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引用次数: 0

摘要

宫颈是一种软组织,在机械负荷下表现出与时间相关的行为。子宫颈是保护生长中胎儿的重要机械屏障。子宫颈组织的重塑以依赖时间的物质特性增加为特征,对于安全分娩是必要的。据推测,其机械功能的失效和组织重塑的加速会导致早产,即妊娠37周前出生。为了了解子宫颈在压缩状态下的时间依赖性行为的机制,我们使用多孔粘弹性材料模型来描述对未怀孕和足月妊娠组织进行的一组球形压痕测试。采用基于遗传算法的逆有限元分析方法,通过优化材料参数来拟合力松弛数据,并对不同样本组的优化材料参数进行统计分析。使用多孔粘弹性模型可以很好地捕捉力响应。宫颈的压痕力松弛是由细胞外基质(ECM)微观结构的多孔效应和固有粘弹性特性来解释的。通过有限元逆分析获得的透水性与我们小组之前直接测量的值的趋势一致。未怀孕的样本明显比怀孕的样本更具渗透性。在非妊娠样本中,发现后部内部os的渗透性明显低于前部和后部外部os。与传统的准线性粘弹性框架相比,所提出的模型显示出捕捉压痕下宫颈的力松弛响应的优越能力(多孔粘弹性模型的r2范围为0.88-0.98对准线性模型的r2为0.67-0.89)。作为一个形式相对简单的本构模型,多孔粘弹性框架有可能用于了解早期宫颈重塑的疾病机制,模拟宫颈与生物医学设备的接触,并解释新型体内测量工具(如抽吸设备)的力读数。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A finite porous-viscoelastic model capturing mechanical behavior of human cervix under multi-step spherical indentation.
The cervix is a soft tissue exhibiting time-dependent behavior under mechanical loads. The cervix is a vital mechanical barrier to protect the growing fetus. The remodeling of the cervical tissue, characterized by an increase in time-dependent material properties, is necessary for a safe parturition. The failure of its mechanical function and accelerated tissue remodeling is hypothesized to lead to preterm birth, which is birth before 37 weeks of gestation. To understand the mechanism of the time-dependent behavior of the cervix under compressive states, we employ a porous-viscoelastic material model to describe a set of spherical indentation tests performed on nonpregnant and term pregnant tissue. A genetic algorithm-based inverse finite element analysis is used to fit the force-relaxation data by optimizing the material parameters, and the statistical analysis of the optimized material parameters is conducted on different sample groups. The force response is captured well using the porous-viscoelastic model. The indentation force-relaxation of the cervix is explained by the porous effects and the intrinsic viscoelastic properties of the extracellular matrix (ECM) microstructure. The hydraulic permeability obtained from the inverse finite element analysis agrees with the trend of the value directly measured previously by our group. The nonpregnant samples are found significantly more permeable than the pregnant samples. Within nonpregnant samples, the posterior internal os is found significantly less permeable than the anterior and posterior external os. The proposed model exhibits the superior capability to capture the force-relaxation response of the cervix under indentation, as compared to the conventional quasi-linear viscoelastic framework (range of r2 of the porous-viscoelastic model 0.88-0.98 vs. quasi-linear model: 0.67-0.89). As a constitutive model with a relatively simple form, the porous-viscoelastic framework has the potential to be used to understand disease mechanisms of premature cervical remodeling, model contact of the cervix with biomedical devices, and interpret force readings from novel in-vivo measurement tools such as an aspiration device.
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