Unnikrishnan Ginu U, Morgan Elise F
Orthopaedic and Developmental Biomechanics Laboratory, Department of Mechanical Engineering, Boston University, Boston, MA 02215, USA.
J Biomech Eng. 2011 Jul;133(7):071001. doi: 10.1115/1.4004190.
Inaccuracies in the estimation of material properties and errors in the assignment of these properties into finite element models limit the reliability, accuracy, and precision of quantitative computed tomography (QCT)-based finite element analyses of the vertebra. In this work, a new mesh-independent, material mapping procedure was developed to improve the quality of predictions of vertebral mechanical behavior from QCT-based finite element models. In this procedure, an intermediate step, called the material block model, was introduced to determine the distribution of material properties based on bone mineral density, and these properties were then mapped onto the finite element mesh. A sensitivity study was first conducted on a calibration phantom to understand the influence of the size of the material blocks on the computed bone mineral density. It was observed that varying the material block size produced only marginal changes in the predictions of mineral density. Finite element (FE) analyses were then conducted on a square column-shaped region of the vertebra and also on the entire vertebra in order to study the effect of material block size on the FE-derived outcomes. The predicted values of stiffness for the column and the vertebra decreased with decreasing block size. When these results were compared to those of a mesh convergence analysis, it was found that the influence of element size on vertebral stiffness was less than that of the material block size. This mapping procedure allows the material properties in a finite element study to be determined based on the block size required for an accurate representation of the material field, while the size of the finite elements can be selected independently and based on the required numerical accuracy of the finite element solution. The mesh-independent, material mapping procedure developed in this study could be particularly helpful in improving the accuracy of finite element analyses of vertebroplasty and spine metastases, as these analyses typically require mesh refinement at the interfaces between distinct materials. Moreover, the mapping procedure is not specific to the vertebra and could thus be applied to many other anatomic sites.
材料特性估计的不准确以及将这些特性分配到有限元模型中的误差,限制了基于定量计算机断层扫描(QCT)的椎体有限元分析的可靠性、准确性和精确性。在这项工作中,开发了一种新的与网格无关的材料映射程序,以提高基于QCT的有限元模型对椎体力学行为预测的质量。在这个程序中,引入了一个中间步骤,称为材料块模型,以根据骨矿物质密度确定材料特性的分布,然后将这些特性映射到有限元网格上。首先在校准体模上进行了敏感性研究,以了解材料块大小对计算出的骨矿物质密度的影响。观察到改变材料块大小只会使矿物质密度预测产生微小变化。然后对椎体的方形柱状区域以及整个椎体进行了有限元(FE)分析,以研究材料块大小对有限元得出的结果的影响。柱状体和椎体的预测刚度值随着块大小的减小而降低。当将这些结果与网格收敛分析的结果进行比较时,发现单元大小对椎体刚度的影响小于材料块大小的影响。这种映射程序允许在有限元研究中根据准确表示材料场所需的块大小来确定材料特性,而有限元的大小可以独立选择,并基于有限元解所需的数值精度。本研究中开发的与网格无关的材料映射程序在提高椎体成形术和脊柱转移瘤有限元分析的准确性方面可能特别有帮助,因为这些分析通常需要在不同材料之间的界面处进行网格细化。此外,该映射程序并不特定于椎体,因此可以应用于许多其他解剖部位。