Contribution of Shape Features to Intradiscal Pressure and Facets Contact Pressure in L4/L5 FSUs: An In-Silico Study

被引:2
作者
Kassab-Bachi, Amin [1 ,2 ]
Ravikumar, Nishant [2 ]
Wilcox, Ruth K. [1 ]
Frangi, Alejandro F. [2 ,3 ]
Taylor, Zeike A. [1 ,2 ]
机构
[1] Univ Leeds, Sch Mech Engn, Inst Med & Biol Engn iMBE, Leeds LS2 9JT, W Yorkshire, England
[2] Univ Leeds, Sch Comp, Ctr Computat Imaging & Simulat Technol Biomed CIS, Leeds LS2 9BW, W Yorkshire, England
[3] Univ Leeds, Sch Med, Leeds Inst Cardiovasc & Metab Med LICAMM, Leeds LS2 9JT, W Yorkshire, England
基金
英国工程与自然科学研究理事会;
关键词
Finite element models; Statistical shape models; Sensitivity analysis; Spine biomechanics; Virtual subjects; FINITE-ELEMENT-ANALYSIS; LUMBAR SPINE; SIMULATION; MODELS; POWER; DISC;
D O I
10.1007/s10439-022-03072-2
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
Finite element models (FEMs) of the spine commonly use a limited number of simplified geometries. Nevertheless, the geometric features of the spine are important in determining its FEM outcomes. The link between a spinal segment's shape and its biomechanical response has been studied, but the co-variances of the shape features have been omitted. We used a principal component (PCA)-based statistical shape modelling (SSM) approach to investigate the contribution of shape features to the intradiscal pressure (IDP) and the facets contact pressure (FCP) in a cohort of synthetic L4/L5 functional spinal units under axial compression. We quantified the uncertainty in the FEM results, and the contribution of individual shape modes to these results. This parameterisation approach is able to capture the variability in the correlated anatomical features in a real population and sample plausible synthetic geometries. The first shape mode (phi(1)) explained 22.6% of the shape variation in the subject-specific cohort used to train the SSM, and had the largest correlation with, and contribution to IDP (17%) and FCP (11%). The largest geometric variation in (phi(1)) was in the annulus-nucleus ratio.
引用
收藏
页码:174 / 188
页数:15
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