Multi-vertebral CT-based FE models implementing linear isotropic population-based material properties for the intervertebral discs cannot accurately predict strains

ArXiv Pub Date : 2024-02-15 DOI:10.48550/arXiv.2402.09790
Chiara Garavelli, A. Aldieri, M. Palanca, Luca Patruno, M. Viceconti
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Abstract

Vertebral fractures prediction in clinics lacks of accuracy. The most used scores have limitations in distinguishing between subjects at risk or not. Finite element (FE) models generated from computed tomography (CT) of these patients may improve the predictive capability. Many models have already been proposed but the most of them considered the single vertebral body, excluding from the analysis the role of the inter-vertebral discs in the distribution of the load through the spine. Multi-vertebral models instead allow to examine more complex boundary condition. However, CT scans do not provide subject-specif information about the material properties of the disc. Consequently, the goal of the study was to validate a multi-vertebral FE model with subject specific modelling of the vertebral bone and population-based properties assigned to the disc, idealizing them with a linear isotropic material. Boundary condition were assigned in order to reproduce an experimental test performed on the same specimen and recorded using digital image correlation technique (DIC). FE and DIC strains on the vertebral surfaces are compared point-wise. Young's modulus values in the range 25-30 MPa allowed to achieve a comparable order of magnitude between experimental and computational data. However, the two distribution remained strongly different. To conclude, subject-specific material properties need to be assigned also to the discs as well as to the vertebrae to achieve acceptable accuracy in the assessment of the fracture risk.
基于多椎体 CT 的 FE 模型,采用基于椎间盘各向同性群体材料特性的线性模型,无法准确预测应变
临床上对椎体骨折的预测缺乏准确性。最常用的评分在区分受试者是否存在风险方面存在局限性。根据这些患者的计算机断层扫描(CT)生成的有限元(FE)模型可以提高预测能力。目前已经提出了许多模型,但其中大多数都只考虑了单个椎体,将椎间盘在脊柱负荷分布中的作用排除在分析之外。多椎体模型则可以研究更复杂的边界条件。然而,CT 扫描无法提供有关椎间盘材料特性的特定信息。因此,本研究的目标是验证一个多椎体 FE 模型,该模型具有针对特定受试者的椎骨建模和基于人群的椎间盘属性,将其理想化为线性各向同性材料。设定边界条件是为了重现在同一试样上进行的实验测试,该测试使用数字图像相关技术(DIC)记录。对椎体表面的 FE 应变和 DIC 应变进行了点对点比较。杨氏模量值在 25-30 兆帕之间,因此实验数据和计算数据的数量级相当。然而,两者的分布仍然存在很大差异。总之,需要为椎间盘和椎体分配特定的材料属性,以便在评估骨折风险时达到可接受的准确性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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