Importance of Metastatic Lesion Location and Subject-Specificity in the Determination of Femoral Fracture Risk

IF 2.1 4区 医学 Q3 ENGINEERING, BIOMEDICAL
Abbas Rizvi, Chloe E. H. Scott, Sohan Seth, A. Hamish R. W. Simpson, Pankaj Pankaj
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Abstract

Evaluating the risk of pathological fracture in patients with bone metastasis continues to be a challenge. Clinicians use scoring systems such as Mirels', which are known to be unreliable. Patient-specific finite element (FE) analyses have been shown to be more effective than empirical clinical guidelines. While patient-specific FE models are valuable, they do not provide trends on fracture risk with respect to lesion locations that may apply across patients. Also, undertaking scans and conducting simulations for every patient is not practicable. Current knowledge is limited regarding the effect of lesion location in the femur and influence of patient-specific factors on fracture risk. We developed an automated system that generates synthetic spherical lesions of uniform size, systematically shifts their location by 1 mm, and evaluates the resulting effects on the mechanical response to loading applied at the femoral head aligned to the mechanical axis. To evaluate the importance of subject-specificity, models developed from CT scans of three cadaveric femurs and a generic Sawbones model were analysed for their mechanical behaviour for similar variation in lesion location. We found that lesion location plays an extremely important role in the determination of fracture risk, and that the trends associated with location are similar across subjects. Lesions in the femoral diaphysis with no cortical involvement have no distinguishable impact, while loss of cortical bone and their location from medial to lateral and along the shaft (proximal-, mid- and distal-diaphysis) have a key role in predicting potential fracture. We also found that normalised loss of stiffness when the lesion is on the medial side is almost two times that on the lateral side, as long as there is some cortical involvement in the proximal- and mid-diaphysis.

Abstract Image

Abstract Image

转移灶位置和患者特异性在确定股骨骨折风险中的重要性。
评估骨转移患者发生病理性骨折的风险仍然是一个挑战。临床医生使用的评分系统,如Mirels的评分系统,众所周知是不可靠的。患者特定的有限元(FE)分析已被证明比经验临床指南更有效。虽然患者特异性FE模型是有价值的,但它们并不能提供适用于所有患者的病变部位的骨折风险趋势。此外,对每个病人进行扫描和模拟是不切实际的。目前关于股骨病变位置的影响和患者特异性因素对骨折风险的影响的知识有限。我们开发了一种自动化系统,该系统可以生成均匀大小的合成球形病变,系统地将其位置移动1mm,并评估在与机械轴对齐的股骨头上施加载荷对机械响应的影响。为了评估受试者特异性的重要性,我们分析了三个尸体股骨的CT扫描模型和一个通用的Sawbones模型,分析了它们在病变位置相似变化的力学行为。我们发现,病变位置在确定骨折风险方面起着极其重要的作用,并且与位置相关的趋势在受试者中是相似的。未累及皮质的股骨干病变没有明显的影响,而皮质骨的丢失及其从内侧到外侧以及沿骨干(近端、中端和远端骨干)的位置是预测潜在骨折的关键因素。我们还发现,只要骨干近端和中段有一定的皮质受累,当病变位于内侧时,标准化的僵硬损失几乎是外侧的两倍。
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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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