Literature DB >> 32051652

A Mesh-Free Approach to Incorporate Complex Anisotropic and Heterogeneous Material Properties into Eye-Specific Finite Element Models.

Rafael Grytz1, Kapil Krishnan1, Ryan Whitley1, Vincent Libertiaux2,3, Ian A Sigal4, Christopher A Girkin1, J Crawford Downs1.   

Abstract

Commercial finite element modeling packages do not have the tools necessary to effectively incorporate the complex anisotropic and heterogeneous material properties typical of the biological tissues of the eye. We propose a mesh-free approach to incorporate realistic material properties into finite element models of individual human eyes. The method is based on the idea that material parameters can be estimated or measured at so called control points, which are arbitrary and independent of the finite element mesh. The mesh-free approach approximates the heterogeneous material parameters at the Gauss points of each finite element while the boundary value problem is solved using the standard finite element method. The proposed method was applied to an eye-specific model a human posterior pole and optic nerve head. We demonstrate that the method can be used to effectively incorporate experimental measurements of the lamina cribrosa micro-structure into the eye-specific model. It was convenient to define characteristic material orientations at the anterior and posterior scleral surface based on the eye-specific geometry of each sclera. The mesh-free approach was effective in approximating these characteristic material directions with smooth transitions across the sclera. For the first time, the method enabled the incorporation of the complex collagen architecture of the peripapillary sclera into an eye-specific model including the recently discovered meridional fibers at the anterior surface and the depth dependent width of circumferential fibers around the scleral canal. The model results suggest that disregarding the meridional fiber region may lead to an underestimation of local strain concentrations in the retina. The proposed approach should simplify future studies that aim to investigate collagen remodeling in the sclera and optic nerve head or in other biological tissues with similar challenges.

Entities:  

Keywords:  mesh-free; ocular biomechanics; patient-specific modeling

Year:  2019        PMID: 32051652      PMCID: PMC7015153     

Source DB:  PubMed          Journal:  Comput Methods Appl Mech Eng        ISSN: 0045-7825            Impact factor:   6.756


  56 in total

1.  Polarization microscopy for characterizing fiber orientation of ocular tissues.

Authors:  Ning-Jiun Jan; Jonathan L Grimm; Huong Tran; Kira L Lathrop; Gadi Wollstein; Richard A Bilonick; Hiroshi Ishikawa; Larry Kagemann; Joel S Schuman; Ian A Sigal
Journal:  Biomed Opt Express       Date:  2015-11-05       Impact factor: 3.732

2.  Nonlinear optical macroscopic assessment of 3-D corneal collagen organization and axial biomechanics.

Authors:  Moritz Winkler; Dongyul Chai; Shelsea Kriling; Chyong Jy Nien; Donald J Brown; Bryan Jester; Tibor Juhasz; James V Jester
Journal:  Invest Ophthalmol Vis Sci       Date:  2011-11-11       Impact factor: 4.799

3.  A computational multi-scale approach to investigate mechanically-induced changes in tricuspid valve anterior leaflet microstructure.

Authors:  Vineet S Thomas; Victor Lai; Rouzbeh Amini
Journal:  Acta Biomater       Date:  2019-06-20       Impact factor: 8.947

4.  Biomechanics of the human posterior sclera: age- and glaucoma-related changes measured using inflation testing.

Authors:  Baptiste Coudrillier; Jing Tian; Stephen Alexander; Kristin M Myers; Harry A Quigley; Thao D Nguyen
Journal:  Invest Ophthalmol Vis Sci       Date:  2012-04-02       Impact factor: 4.799

5.  Morphologic changes in the lamina cribrosa correlated with neural loss in open-angle glaucoma.

Authors:  H A Quigley; R M Hohman; E M Addicks; R W Massof; W R Green
Journal:  Am J Ophthalmol       Date:  1983-05       Impact factor: 5.258

6.  Noninvasive Assessment of Corneal Crosslinking With Phase-Decorrelation Optical Coherence Tomography.

Authors:  Brecken J Blackburn; Shi Gu; Matthew R Ford; Vinícius de Stefano; Michael W Jenkins; William J Dupps; Andrew M Rollins
Journal:  Invest Ophthalmol Vis Sci       Date:  2019-01-02       Impact factor: 4.799

7.  Material properties of the posterior human sclera.

Authors:  Rafael Grytz; Massimo A Fazio; Michaël J A Girard; Vincent Libertiaux; Luigi Bruno; Stuart Gardiner; Christopher A Girkin; J Crawford Downs
Journal:  J Mech Behav Biomed Mater       Date:  2013-04-20

8.  Morphing methods to parameterize specimen-specific finite element model geometries.

Authors:  Ian A Sigal; Hongli Yang; Michael D Roberts; J Crawford Downs
Journal:  J Biomech       Date:  2009-10-29       Impact factor: 2.712

Review 9.  From nano to macro: studying the hierarchical structure of the corneal extracellular matrix.

Authors:  Andrew J Quantock; Moritz Winkler; Geraint J Parfitt; Robert D Young; Donald J Brown; Craig Boote; James V Jester
Journal:  Exp Eye Res       Date:  2015-04       Impact factor: 3.467

10.  Non-invasive MRI Assessments of Tissue Microstructures and Macromolecules in the Eye upon Biomechanical or Biochemical Modulation.

Authors:  Leon C Ho; Ian A Sigal; Ning-Jiun Jan; Xiaoling Yang; Yolandi van der Merwe; Yu Yu; Ying Chau; Christopher K Leung; Ian P Conner; Tao Jin; Ed X Wu; Seong-Gi Kim; Gadi Wollstein; Joel S Schuman; Kevin C Chan
Journal:  Sci Rep       Date:  2016-08-26       Impact factor: 4.379

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  5 in total

1.  Finite element modeling of the complex anisotropic mechanical behavior of the human sclera and pia mater.

Authors:  Alireza Karimi; Seyed Mohammadali Rahmati; Reza Razaghi; Christopher A Girkin; J Crawford Downs
Journal:  Comput Methods Programs Biomed       Date:  2022-01-04       Impact factor: 5.428

2.  Finite element method for estimation of applanation force and to study the influence of intraocular pressure of eye on tonometry.

Authors:  R B Bharathi; Rakshath G Poojary; Gopalakrishna K Prabhu; Ramesh S Ve
Journal:  Int Ophthalmol       Date:  2022-06-04       Impact factor: 2.029

3.  Role of radially aligned scleral collagen fibers in optic nerve head biomechanics.

Authors:  Yi Hua; Andrew P Voorhees; Ning-Jiun Jan; Bingrui Wang; Susannah Waxman; Joel S Schuman; Ian A Sigal
Journal:  Exp Eye Res       Date:  2020-08-14       Impact factor: 3.467

4.  Effect of different preconditioning protocols on the viscoelastic inflation response of the posterior sclera.

Authors:  Gianfranco Bianco; Alexander M Levy; Rafael Grytz; Massimo A Fazio
Journal:  Acta Biomater       Date:  2021-04-29       Impact factor: 10.633

5.  Modeling the biomechanics of the lamina cribrosa microstructure in the human eye.

Authors:  Alireza Karimi; Seyed Mohammadali Rahmati; Rafael G Grytz; Christopher A Girkin; J Crawford Downs
Journal:  Acta Biomater       Date:  2021-07-08       Impact factor: 10.633

  5 in total

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