3D-Shaper Medical SL, Barcelona, Spain.
Pompeu Fabra University, Barcelona, Spain.
J Clin Densitom. 2024 Apr-Jun;27(2):101471. doi: 10.1016/j.jocd.2024.101471. Epub 2024 Jan 24.
Osteoporosis is characterised by the loss of bone density resulting in an increased risk of fragility fractures. The clinical gold standard for diagnosing osteoporosis is based on the areal bone mineral density (aBMD) used as a surrogate for bone strength, in combination with clinical risk factors. Finite element (FE) analyses based on quantitative computed tomography (QCT) have been shown to estimate bone strength better than aBMD. However, their application in the osteoporosis clinics is limited due to exposure of patients to increased X-rays radiation dose. Statistical modelling methods (3D-DXA) enabling the estimation of 3D femur shape and volumetric bone density from dual energy X-ray absorptiometry (DXA) scan have been shown to improve osteoporosis management. The current study used 3D-DXA based FE analyses to estimate femur strength from the routine clinical DXA scans and compared its results against 151 QCT based FE analyses, in a clinical cohort of 157 subjects. The linear regression between the femur strength predicted by QCT-FE and 3D-DXA-FE models correlated highly (coefficient of determination R = 0.86) with a root mean square error (RMSE) of 397 N. In conclusion, the current study presented a 3D-DXA-FE modelling tool providing accurate femur strength estimates noninvasively, compared to QCT-FE models.
骨质疏松症的特征是骨密度丧失,导致脆性骨折的风险增加。诊断骨质疏松症的临床金标准基于面积骨矿物质密度(aBMD),作为骨强度的替代指标,结合临床危险因素。基于定量计算机断层扫描(QCT)的有限元(FE)分析已被证明可以比 aBMD 更好地估计骨强度。然而,由于患者接受的 X 射线辐射剂量增加,它们在骨质疏松症诊所的应用受到限制。统计建模方法(3D-DXA)能够从双能 X 射线吸收法(DXA)扫描中估计 3D 股骨形状和体积骨密度,已被证明可以改善骨质疏松症的管理。本研究使用基于 3D-DXA 的 FE 分析从常规临床 DXA 扫描中估计股骨强度,并在 157 名受试者的临床队列中对其结果与 151 个基于 QCT 的 FE 分析进行了比较。QCT-FE 和 3D-DXA-FE 模型预测的股骨强度之间的线性回归高度相关(决定系数 R=0.86),均方根误差(RMSE)为 397 N。总之,与 QCT-FE 模型相比,本研究提出了一种 3D-DXA-FE 建模工具,可无创提供准确的股骨强度估计。