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基于成像和拓扑优化的关节软骨和生物材料的有限变形弹性成像。

Finite deformation elastography of articular cartilage and biomaterials based on imaging and topology optimization.

机构信息

Weldon School of Biomedical Engineering, Purdue University, West Lafayette, IN, 47907, US.

School of Mechanical Engineering, Purdue University, West Lafayette, IN, 47907, US.

出版信息

Sci Rep. 2020 May 14;10(1):7980. doi: 10.1038/s41598-020-64723-9.

Abstract

Tissues and engineered biomaterials exhibit exquisite local variation in stiffness that defines their function. Conventional elastography quantifies stiffness in soft (e.g. brain, liver) tissue, but robust quantification in stiff (e.g. musculoskeletal) tissues is challenging due to dissipation of high frequency shear waves. We describe new development of finite deformation elastography that utilizes magnetic resonance imaging of low frequency, physiological-level (large magnitude) displacements, coupled to an iterative topology optimization routine to investigate stiffness heterogeneity, including spatial gradients and inclusions. We reconstruct 2D and 3D stiffness distributions in bilayer agarose hydrogels and silicon materials that exhibit heterogeneous displacement/strain responses. We map stiffness in porcine and sheep articular cartilage deep within the bony articular joint space in situ for the first time. Elevated cartilage stiffness localized to the superficial zone is further related to collagen fiber compaction and loss of water content during cyclic loading, as assessed by independent T measurements. We additionally describe technical challenges needed to achieve in vivo elastography measurements. Our results introduce new functional imaging biomarkers, which can be assessed nondestructively, with clinical potential to diagnose and track progression of disease in early stages, including osteoarthritis or tissue degeneration.

摘要

组织和工程生物材料表现出精细的局部刚度变化,这决定了它们的功能。传统的弹性成像可以量化软组织(如大脑、肝脏)的刚度,但在硬组织(如肌肉骨骼)中进行稳健的定量分析具有挑战性,因为高频剪切波会发生耗散。我们描述了新的有限变形弹性成像的发展,该方法利用磁共振成像测量低频、生理水平(大振幅)的位移,并结合迭代拓扑优化程序来研究刚度异质性,包括空间梯度和夹杂。我们重建了双层琼脂糖水凝胶和硅材料的 2D 和 3D 刚度分布,这些材料表现出不均匀的位移/应变响应。我们首次在原位对猪和羊关节软骨的深层骨关节空间进行了刚度映射。在循环加载过程中,深层软骨的浅层区域出现了刚度升高的现象,这与胶原纤维的压缩和水分流失有关,可以通过独立的 T 测量来评估。我们还描述了实现体内弹性成像测量所需的技术挑战。我们的研究结果引入了新的功能成像生物标志物,可以进行非破坏性评估,具有临床潜力,可以在早期阶段诊断和跟踪疾病的进展,包括骨关节炎或组织退化。

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