Ocular Biomechanics Laboratory, Devers Eye Institute, 1225 ME 2nd Ave, Portland, OR 97232, USA.
J Biomech. 2010 Jan 19;43(2):254-62. doi: 10.1016/j.jbiomech.2009.08.036. Epub 2009 Oct 29.
Shape plays an important role in determining the biomechanical response of a structure. Specimen-specific finite element (FE) models have been developed to capture the details of the shape of biological structures and predict their biomechanics. Shape, however, can vary considerably across individuals or change due to aging or disease, and analysis of the sensitivity of specimen-specific models to these variations has proven challenging. An alternative to specimen-specific representation has been to develop generic models with simplified geometries whose shape is relatively easy to parameterize, and can therefore be readily used in sensitivity studies. Despite many successful applications, generic models are limited in that they cannot make predictions for individual specimens. We propose that it is possible to harness the detail available in specimen-specific models while leveraging the power of the parameterization techniques common in generic models. In this work we show that this can be accomplished by using morphing techniques to parameterize the geometry of specimen-specific FE models such that the model shape can be varied in a controlled and systematic way suitable for sensitivity analysis. We demonstrate three morphing techniques by using them on a model of the load-bearing tissues of the posterior pole of the eye. We show that using relatively straightforward procedures these morphing techniques can be combined, which allows the study of factor interactions. Finally, we illustrate that the techniques can be used in other systems by applying them to morph a femur. Morphing techniques provide an exciting new possibility for the analysis of the biomechanical role of shape, independently or in interaction with loading and material properties.
形状在确定结构的生物力学响应方面起着重要作用。已经开发出了特定于样本的有限元(FE)模型,以捕捉生物结构形状的细节并预测其生物力学。然而,形状在个体之间可能会有很大的差异,或者由于衰老或疾病而发生变化,分析特定于样本的模型对这些变化的敏感性具有挑战性。替代特定于样本的表示的方法是开发具有简化几何形状的通用模型,其形状相对易于参数化,因此可以在敏感性研究中得到很好的应用。尽管有许多成功的应用,通用模型还是存在一些局限性,因为它们无法针对个体样本进行预测。我们提出,可以利用特定于样本的模型中提供的详细信息,同时利用通用模型中常见的参数化技术的优势。在这项工作中,我们展示了通过使用变形技术来参数化特定于样本的 FE 模型的几何形状,以便以适合敏感性分析的受控和系统的方式来改变模型形状,从而实现这一目标。我们通过在眼睛后极的承重组织模型上使用三种变形技术来证明这一点。我们表明,通过使用相对简单的过程,可以将这些变形技术组合起来,从而可以研究因素之间的相互作用。最后,我们通过将它们应用于变形股骨来说明这些技术可以用于其他系统。变形技术为独立于或与加载和材料特性相互作用的形状的生物力学作用分析提供了一种令人兴奋的新可能性。