Department of Ophthalmology and Visual Sciences, University of Alabama at Birmingham, Birmingham, AL, United States.
School of Biological Sciences, Georgia Institute of Technology, Atlanta, GA, United States.
Acta Biomater. 2021 Oct 15;134:357-378. doi: 10.1016/j.actbio.2021.07.010. Epub 2021 Jul 8.
Glaucoma is among the leading causes of blindness worldwide that is characterized by irreversible damage to the retinal ganglion cell axons in the lamina cribrosa (LC) region of the optic nerve head (ONH), most often associated with elevated intraocular pressure (IOP). The LC is a porous, connective tissue structure that provides mechanical support to the axons as they exit the eye and the biomechanics of the LC microstructure likely play a crucial role in protecting the axons passing through it. There is a limited knowledge of the IOP-driven biomechanics of the LC microstructure, primarily due to its small size and the difficulty with imaging the LC both in vitro and in vivo. We present finite element (FE) models of three human eye posterior poles that include the LC microstructure and interspersed neural tissues (NT) composed of retinal axons that are constructed directly from segmented, binary images of the LC. These models were used to estimate the stresses and strains in the LC and NT for an acute IOP elevation from 0 to 45 mmHg and compared with identical models except that the LC was represented as a homogenized continuum material with either homogeneous isotropic neo-Hookean properties or heterogeneous properties derived from local connective tissue volume fraction (CTVF) and predominant LC beam orientation. Stresses and strains in the LC and NT microstructure were investigated, and results were compared against those from the models wherein the LC was represented as a homogenized continuum. The regionalized volumetric average stresses and strains showed that the microstructural model yielded similar patterns to our prior approach using an LC continuum representation with mapped LC CTVF/anisotropy, but the microstructural modeling approach allows analysis of the stresses and strains in the LC and NT separately. As expected, the LC beams carried most of the IOP load in the microstructural models but exhibited less strain, while the encapsulated NT exhibited lower stresses and much higher strains. Results also revealed that the continuum models underestimate the maximum strains in the LC beams and NT by a factor of 2-3. Microstructural modeling should provide greater insight into the biomechanical factors driving damage to the axons (NT) and LC connective tissue remodeling that occur in glaucoma. The methods presented are ideal for modeling any structure with a complex microstructure composed of different materials, such as trabecular bone, lung, and tissue engineering scaffolds such as decellularized LC. Matlab code for mesh generation from a segmented image stack of the microstructure is included as Supplemental Material. STATEMENT OF SIGNIFICANCE: Glaucoma is among the leading causes of blindness worldwide that is characterized by axon damage in the lamina cribrosa (LC) region of the eye. We present a new approach for finite element modeling the entire eye-specific 3D LC microstructure and the interspersed neural tissues, incorporated into an eye-specific posterior eye model that provides appropriate boundary and loading conditions. Results are presented for three human donor eyes, showing that prior modeling approaches underestimate the stresses and strains in the laminar microstructure. We constructed models from image stacks of the segmented microstructure (Matlab code included) using an approach that is ideal for modeling any structure with a complex microstructure composed of different materials, such as trabecular bone, lung, and tissue engineering scaffolds.
青光眼是全球导致失明的主要原因之一,其特征是视神经头(ONH)的视网膜神经节细胞轴突在 lamina cribrosa(LC)区域发生不可逆转的损伤,最常与眼内压(IOP)升高有关。LC 是一种多孔的结缔组织结构,为离开眼睛的轴突提供机械支撑,LC 的微观结构的生物力学特性可能在保护通过它的轴突方面起着至关重要的作用。由于 LC 的体积小,以及在体外和体内对 LC 进行成像的难度,人们对其在 IOP 驱动下的微观结构生物力学特性知之甚少。我们提出了三个包含 LC 微观结构和散布的神经组织(NT)的人眼后极的有限元(FE)模型,这些 NT 由视网膜轴突组成,是直接从 LC 的分段、二进制图像构建的。这些模型用于估计 LC 和 NT 在急性IOP 从 0 升高到 45mmHg 时的应力和应变,并与相同的模型进行比较,除了 LC 被表示为具有均匀各向同性 neo-Hookean 特性或从局部结缔组织体积分数(CTVF)和主要 LC 梁取向得出的不均匀特性的均质连续体材料。研究了 LC 和 NT 微观结构中的应力和应变,并将结果与使用 LC 连续体表示的模型进行了比较,其中 LC 被表示为具有映射 LC CTVF/各向异性的均质连续体。微结构模型的区域体积平均应力和应变表明,与我们之前使用具有映射 LC CTVF/各向异性的 LC 连续体表示的方法相比,微结构模型产生了相似的模式,但微结构建模方法允许分别分析 LC 和 NT 中的应力和应变。如预期的那样,在微结构模型中,LC 梁承受了大部分 IOP 载荷,但应变较小,而包裹的 NT 则表现出较低的应力和更高的应变。结果还表明,连续体模型低估了 LC 梁和 NT 中的最大应变,低估了 2-3 倍。微结构建模应该可以更深入地了解导致轴突(NT)和 LC 结缔组织重塑的生物力学因素,这些因素在青光眼发生。提出的方法非常适合对由不同材料组成的具有复杂微观结构的任何结构进行建模,例如小梁骨、肺和脱细胞 LC 等组织工程支架。从微观结构的分段图像堆栈生成网格的 Matlab 代码作为补充材料提供。
青光眼是全球导致失明的主要原因之一,其特征是眼睛中的 lamina cribrosa(LC)区域的轴突损伤。我们提出了一种新的方法,用于对整个特定于眼睛的 3D LC 微观结构和散布的神经组织进行有限元建模,这些组织被纳入特定于眼睛的后极眼模型中,以提供适当的边界和加载条件。对三个人类供体眼进行了研究,结果表明,之前的建模方法低估了层状微观结构中的应力和应变。我们使用分段微观结构的图像堆栈(包括 Matlab 代码)构建模型,该方法非常适合对具有不同材料组成的复杂微观结构的任何结构进行建模,例如小梁骨、肺和组织工程支架。