Can Multi-Vertebral CT-Based Finite Element Models Accurately Predict Strains? An In Vitro Validation Study

IF 2.4 4区 医学 Q3 ENGINEERING, BIOMEDICAL
Alessandra Aldieri, Chiara Garavelli, Luca Patruno, Marco Palanca, Marco Viceconti
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Abstract

Many proposed FE models to predict the vertebral risk of fracture consider single vertebrae only, neglecting the role of the intervertebral discs in load transmission and distribution across vertebrae. Inclusion of the intervertebral discs in multi-vertebrae models would allow more physiological boundary conditions. However, while CT allows material properties to be assigned to the vertebrae, no information about the discs is provided. Hence, the aim of this study was to build multi-level FE models uniquely based on CT data and validate them by comparing the predicted displacements and strains against the experimental measurements. One spine segment (T10-L1) was harvested from a human spine and tested in flexion-compression in the elastic regime. During the test, displacements and strains on the anterior surface were measured with digital image correlation. The FE model was built starting from the CT scan of that same spine segment. HU-based isotropic linear elastic properties were assigned to the vertebral bone. Five different combinations of hyperelastic material properties from the literature were assigned to the discs, modeling the nucleus pulposus and the anulus fibrosus separately. The boundary conditions replicated the flexion-compression test performed experimentally. Predicted displacements and strains on the vertebrae surfaces were compared against the measured displacements and strains. The model excellently predicted the displacement field (R2 = 0.92/0.99). On the other hand, different constitutive laws for the discs resulted in different principal strain distributions, which substantially differed from the experimental one, showing average relative errors higher than 34%. In conclusion, a different modeling approach should be adopted for the discs in CT-based multi-level FE models to achieve acceptable accuracy.

Abstract Image

基于多椎体ct的有限元模型能准确预测应变吗?体外验证研究
许多提出的预测椎体骨折风险的有限元模型只考虑单个椎体,而忽略了椎间盘在椎体间载荷传递和分布中的作用。在多椎体模型中纳入椎间盘将允许更多的生理边界条件。然而,虽然CT允许将材料属性分配给椎骨,但没有提供有关椎间盘的信息。因此,本研究的目的是建立基于CT数据的多层次有限元模型,并通过将预测的位移和应变与实验测量结果进行比较来验证模型。一个脊柱节段(T10-L1)从人脊柱中取出,在弹性状态下进行屈曲-压缩测试。在试验过程中,采用数字图像相关测量了前表面的位移和应变。从同一脊柱节段的CT扫描开始建立有限元模型。基于hu的各向同性线弹性特性被分配给椎骨。从文献中选取五种不同的超弹性材料组合用于椎间盘,分别模拟髓核和纤维环。边界条件复制了实验进行的弯曲压缩试验。将预测的椎体表面位移和应变与测量的位移和应变进行比较。该模型能较好地预测位移场(R2 = 0.92/0.99)。另一方面,不同的本构规律导致的主应变分布与实验结果存在较大差异,平均相对误差大于34%。综上所述,在基于ct的多级有限元模型中,椎间盘应采用不同的建模方法以达到可接受的精度。
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来源期刊
International Journal for Numerical Methods in Biomedical Engineering
International Journal for Numerical Methods in Biomedical Engineering ENGINEERING, BIOMEDICAL-MATHEMATICAL & COMPUTATIONAL BIOLOGY
CiteScore
4.50
自引率
9.50%
发文量
103
审稿时长
3 months
期刊介绍: All differential equation based models for biomedical applications and their novel solutions (using either established numerical methods such as finite difference, finite element and finite volume methods or new numerical methods) are within the scope of this journal. Manuscripts with experimental and analytical themes are also welcome if a component of the paper deals with numerical methods. Special cases that may not involve differential equations such as image processing, meshing and artificial intelligence are within the scope. Any research that is broadly linked to the wellbeing of the human body, either directly or indirectly, is also within the scope of this journal.
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