Department of Orthopedics and Trauma Surgery, Medical University of Vienna, 1090, Vienna, Austria.
Institute for Lightweight Design and Structural Biomechanics, TU Wien, 1060, Vienna, Austria.
Sci Rep. 2019 Jul 16;9(1):10305. doi: 10.1038/s41598-019-46739-y.
Predicting pathologic fractures in femora with metastatic lesions remains a clinical challenge. Currently used guidelines are inaccurate, especially to predict non-impeding fractures. This study evaluated the ability of a nonlinear quantitative computed tomography (QCT)-based homogenized voxel finite element (hvFE) model to predict patient-specific pathologic fractures. The hvFE model was generated highly automated from QCT images of human femora. The femora were previously loaded in a one-legged stance setup in order to assess stiffness, failure load, and fracture location. One femur of each pair was tested in its intact state, while the contralateral femur included a simulated lesion on either the superolateral- or the inferomedial femoral neck. The hvFE model predictions of the stiffness (0.47 < R < 0.94), failure load (0.77 < R < 0.98), and exact fracture location (68%) were in good agreement with the experimental data. However, the model underestimated the failure load by a factor of two. The hvFE models predicted significant differences in stiffness and failure load for femora with superolateral- and inferomedial lesions. In contrast, standard clinical guidelines predicted identical fracture risk for both lesion sites. This study showed that the subject-specific QCT-based hvFE model could predict the effect of metastatic lesions on the biomechanical behaviour of the proximal femur with moderate computational time and high level of automation and could support treatment strategy in patients with metastatic bone disease.
预测带有转移病灶的股骨病理性骨折仍然是一个临床挑战。目前使用的指南并不准确,尤其是对于预测非阻碍性骨折。本研究评估了基于非线性定量计算机断层扫描(QCT)的均匀体素有限元(hvFE)模型预测患者特异性病理性骨折的能力。该 hvFE 模型是从人体股骨的 QCT 图像中高度自动化生成的。这些股骨先前在单腿站立设置中进行了加载,以评估刚度、失效载荷和骨折位置。每对股骨中的一根保持完整状态进行测试,而对侧股骨的股骨颈的外上侧或内下侧则模拟存在病变。hvFE 模型对刚度(0.47< R <0.94)、失效载荷(0.77< R <0.98)和确切骨折位置(68%)的预测与实验数据具有良好的一致性。然而,该模型对失效载荷的预测低估了一个数量级。hvFE 模型预测了带有外上侧和内下侧病变的股骨在刚度和失效载荷方面的显著差异。相比之下,标准的临床指南预测了这两个病变部位的骨折风险相同。本研究表明,基于 QCT 的特定于患者的 hvFE 模型可以预测转移病灶对股骨近端生物力学行为的影响,具有中等的计算时间和高水平的自动化,并且可以为患有转移性骨病的患者提供治疗策略支持。