A credible homogenized finite element model to predict radius fracture in the case of a forward fall

被引:1
作者
Revel, M. [1 ,2 ]
Gardegaront, M. [1 ,2 ]
Bermond, F. [2 ]
Mitton, D. [2 ]
Follet, H. [1 ,3 ]
机构
[1] Univ Claude Bernard Lyon 1, Univ Lyon, INSERM, LYOS UMR1033, F-69008 Lyon, France
[2] Univ Claude Bernard Lyon 1, Univ Lyon, Univ Gustave Eiffel, LBMC UMR T9406, F-69622 Lyon, France
[3] Univ Claude Bernard Lyon 1, Univ Lyon, Fac Med Lyon Est, INSERM,LYOS UMR1033, Domaine Laennec 6th,7-11,rue G Paradin, F-69008 Lyon, France
关键词
Forward fall; Finite element analysis; Fracture prediction; Radius; Bone strength; OPERATING CHARACTERISTIC CURVES; BONE-MINERAL DENSITY; DISTAL RADIUS; MECHANICAL-PROPERTIES; TRABECULAR BONE; CORTICAL BONE; FAILURE LOAD; HR-PQCT; STRAIN; VALIDATION;
D O I
10.1016/j.jmbbm.2022.105206
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
Fragility fractures that occur after a fall from a standing height or less are almost always due to osteoporosis, which remains underdiagnosed and untreated. Patient-specific finite element (FE) models have been introduced to predict bone strength and strain. This approach, based on structure mechanics, is derived from Quantitative Computed Tomography (QCT), and element mechanical properties are computed from bone mineral densities. In this study, we developed a credible finite element model of the radius to discriminate low-trauma-fractured radii from non-fractured radii obtained experimentally. Thirty cadaveric radii were impacted with the same loading condition at 2 m/s, and experimental surface strain was retrieved by stereo-correlation in addition to failure loads in fracture cases. Finite element models of the distal radius were created from clinical computed tomography. Different density-elasticity relationships and failure criteria were tested. The strongest agreement (simulations-experiments) for average strain showed a Spearman's rank correlation (rho) between 0.75 and 0.82, p < 0.0001, with a root mean square error between 0.14 and 0.19%. The experimental mean strain was 0.55%. Predicted failure load error (23%) was minimized for derived Pistoia's failure criterion. Numerical failure demonstrated area under the receiver operating characteristic (ROC) curves of 0.76 when classifying radius fractures with an accuracy of 82%. These results suggest that a credible FE modelling method in a large region of interest (distal radius) is a suitable technique to predict radius fractures after a forward fall.
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页数:11
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