Optimisation of Intervertebral Disc Mechanical Properties and the Impact of Vertebral Alignment in Subject-Specific Finite Element Models

IF 2.2 4区 医学 Q3 ENGINEERING, BIOMEDICAL
Emily S. Kelly, Akbar A. Javadi, Timothy P. Holsgrove, Michael Ward, David Williams, Jenny Williams, Cathy Holt, Judith R. Meakin
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Abstract

Subject-specific finite element models could improve understanding of how spinal loading varies between people, based on differences in morphology and tissue properties. However, determining accurate subject-specific intervertebral disc (IVD) properties can be difficult due to the spine's complex behaviour, in six degrees of freedom. Previous studies optimising IVD properties have utilised axial compression alone or range of motion data in three axes. This study aimed to optimise IVD properties using 6-axis force-moment data, and compare the resultant model's accuracy against a model optimised using IVD pressure data. Additionally, model vertebral alignment was assessed to determine if differences between imaged specimen alignment and in vitro 6-axis test alignment affected the optimisation process. A finite element model of a porcine lumbar motion segment was developed, with generic IVD properties. The model loading and boundary conditions replicated in vitro 6-axis stiffness matrix testing of the same specimen. The model was then optimised twice, once using experimental IVD pressures and once using forces and moments. A second model with geometry based on the specimen's vertebral alignment from the 6-axis testing was also developed and optimised. The 6-axis force-moment optimised model had more accurate overall 6-axis load-displacement behaviour, but less accurate IVD pressures than the pressure optimised model. Neither optimised model fully captured spinal behaviours, due to model and optimisation process limitations. The 6-axis vertebral alignment model had lower error and different optimised IVD properties than the imaged vertebral alignment model. Thus, vertebral alignment affected segment stiffness, so should be considered when developing spine models.

优化椎间盘力学性能和椎体排列在特定主题的有限元模型的影响
特定主题的有限元模型可以提高对基于形态和组织特性差异的脊柱负荷在人与人之间的变化的理解。然而,由于脊柱在六个自由度内的复杂行为,确定准确的受试者特定椎间盘(IVD)特性可能很困难。先前优化IVD性能的研究仅利用轴向压缩或三轴运动范围数据。本研究旨在利用6轴力力矩数据优化IVD性能,并将所得模型的精度与利用IVD压力数据优化的模型进行比较。此外,评估模型椎体对齐,以确定成像标本对齐和体外6轴测试对齐之间的差异是否影响优化过程。建立了具有通用IVD特性的猪腰椎运动节段有限元模型。模型加载和边界条件复制了同一试件的体外6轴刚度矩阵试验。然后对模型进行了两次优化,一次使用实验IVD压力,一次使用力和力矩。基于6轴测试标本椎体对齐的第二个几何模型也被开发和优化。与压力优化模型相比,6轴力-矩优化模型具有更准确的整体6轴载荷-位移特性,但IVD压力的准确性较低。由于模型和优化过程的限制,两种优化模型都没有完全捕获脊柱行为。与成像椎体对准模型相比,6轴椎体对准模型具有更低的误差和不同的优化IVD特性。因此,椎体对齐影响节段刚度,因此在开发脊柱模型时应考虑。
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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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