Modeling the Biomechanics of the Lamina Cribrosa Microstructure in the Human Eye

A. Karimi, Seyed Mohammadali Rahmati, R. Grytz, C. Girkin, J. Crawford Downs
{"title":"Modeling the Biomechanics of the Lamina Cribrosa Microstructure in the Human Eye","authors":"A. Karimi, Seyed Mohammadali Rahmati, R. Grytz, C. Girkin, J. Crawford Downs","doi":"10.2139/ssrn.3825980","DOIUrl":null,"url":null,"abstract":"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.","PeriodicalId":104933,"journal":{"name":"Computational Neuroscience eJournal","volume":"59 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2021-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"27","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Computational Neuroscience eJournal","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.2139/ssrn.3825980","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 27

Abstract

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.
人眼筛板微结构的生物力学建模
青光眼是世界范围内致盲的主要原因之一,其特征是视神经头(ONH)的网层(LC)区域视网膜神经节细胞轴突的不可逆损伤,最常与眼压升高(IOP)相关。LC是一种多孔的结缔组织结构,当轴突离开眼睛时,它为轴突提供机械支持,LC微观结构的生物力学可能在保护通过它的轴突方面起着至关重要的作用。目前对LC微观结构的内窥镜驱动生物力学的了解有限,主要是由于其体积小,而且LC在体外和体内成像都很困难。我们提出了三个人眼后极的有限元(FE)模型,其中包括LC微观结构和由视网膜轴突组成的分散神经组织(NT),这些神经组织是直接从LC的分割二值图像中构建的。这些模型用于估计急性IOP从0到45 mmHg升高时LC和NT中的应力和应变,并与相同的模型进行比较,除了LC被表示为均匀的连续体材料,具有均匀各向同性的新hookean特性或来自局部结结组织体积分数(CTVF)和主要LC束取向的非均匀特性。研究了LC和NT微观结构中的应力和应变,并将结果与LC表示为均匀连续体的模型进行了比较。区域化的体积平均应力和应变表明,微观结构模型与我们之前使用具有映射的LC CTVF/各向异性的LC连续体表示方法产生了相似的模式,但微观结构建模方法允许分别分析LC和NT中的应力和应变。正如预期的那样,LC梁在微观结构模型中承担了大部分IOP载荷,但表现出较少的应变,而封装的NT梁表现出更低的应力和更高的应变。结果还表明,连续介质模型低估了LC梁和NT梁的最大应变,低估了2-3倍。微观结构模型可以更好地了解青光眼中驱动轴突损伤和LC结缔组织重塑的生物力学因素。所提出的方法非常适合于模拟任何由不同材料组成的复杂微观结构的结构,如骨小梁、肺和组织工程支架,如脱细胞LC。从微观结构的分割图像堆栈生成网格的Matlab代码包括作为补充材料。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信