Marupudi Sriharsha, Cao Qian, Samala Ravi, Petrick Nicholas
Division of Imaging, Diagnostics, and Software Reliability, Office of Science and Engineering Labs, U.S. Food and Drug Administration, Silver Spring, MD, USA.
3D Print Med. 2023 Nov 18;9(1):32. doi: 10.1186/s41205-023-00197-5.
Bone health and fracture risk are known to be correlated with stiffness. Both micro-finite element analysis (μFEA) and mechanical testing of additive manufactured phantoms are useful approaches for estimating mechanical properties of trabecular bone-like structures. However, it is unclear if measurements from the two approaches are consistent. The purpose of this work is to evaluate the agreement between stiffness measurements obtained from mechanical testing of additive manufactured trabecular bone phantoms and μFEA modeling. Agreement between the two methods would suggest 3D printing is a viable method for validation of μFEA modeling.
A set of 20 lumbar vertebrae regions of interests were segmented and the corresponding trabecular bone phantoms were produced using selective laser sintering. The phantoms were mechanically tested in uniaxial compression to derive their stiffness values. The stiffness values were also derived from in silico simulation, where linear elastic μFEA was applied to simulate the same compression and boundary conditions. Bland-Altman analysis was used to evaluate agreement between the mechanical testing and μFEA simulation values. Additionally, we evaluated the fidelity of the 3D printed phantoms as well as the repeatability of the 3D printing and mechanical testing process.
We observed good agreement between the mechanically tested stiffness and μFEA stiffness, with R of 0.84 and normalized root mean square deviation of 8.1%. We demonstrate that the overall trabecular bone structures are printed in high fidelity (Dice score of 0.97 (95% CI, [0.96,0.98]) and that mechanical testing is repeatable (coefficient of variation less than 5% for stiffness values from testing of duplicated phantoms). However, we noticed some defects in the resin microstructure of the 3D printed phantoms, which may account for the discrepancy between the stiffness values from simulation and mechanical testing.
Overall, the level of agreement achieved between the mechanical stiffness and μFEA indicates that our μFEA methods may be acceptable for assessing bone mechanics of complex trabecular structures as part of an analysis of overall bone health.
已知骨骼健康和骨折风险与骨刚度相关。微有限元分析(μFEA)和增材制造体模的力学测试都是估计类小梁骨结构力学性能的有用方法。然而,尚不清楚这两种方法的测量结果是否一致。本研究的目的是评估增材制造的小梁骨体模力学测试获得的刚度测量值与μFEA建模之间的一致性。两种方法之间的一致性将表明3D打印是验证μFEA建模的可行方法。
对一组20个腰椎感兴趣区域进行分割,并使用选择性激光烧结制作相应的小梁骨体模。对体模进行单轴压缩力学测试以得出其刚度值。刚度值也通过计算机模拟得出,其中应用线性弹性μFEA来模拟相同的压缩和边界条件。使用Bland-Altman分析来评估力学测试和μFEA模拟值之间的一致性。此外,我们评估了3D打印体模的保真度以及3D打印和力学测试过程的可重复性。
我们观察到力学测试刚度和μFEA刚度之间具有良好的一致性,R为0.84,归一化均方根偏差为8.1%。我们证明整体小梁骨结构以高保真度打印(Dice分数为0.97(95%CI,[0.96,0.98]),并且力学测试是可重复的(重复体模测试的刚度值变异系数小于5%)。然而,我们注意到3D打印体模的树脂微观结构存在一些缺陷,这可能解释了模拟和力学测试刚度值之间的差异。
总体而言,力学刚度和μFEA之间达成的一致程度表明,作为整体骨骼健康分析的一部分,我们的μFEA方法可能可用于评估复杂小梁结构的骨力学。