ArticleAnnals of biomedical engineering2021
Structural Anisotropy vs. Mechanical Anisotropy: The Contribution of Axonal Fibers to the Material Properties of Brain White Matter.
Article in Annals of biomedical engineering, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 15 papers.
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15 citing papers in PubMed, 34 citations in OpenAlex.
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- Engineering anisotropic tissues: from structured scaffolds to magnetic actuation.Materials today. Bio · 2026Review
- Engineering 3D neural models of neurodegeneration: the Neural Microenvironment Design Code (NMDC), design principles, and emerging new approach methodologies.NAM journal · 2026Review
- Physics-informed data-driven discovery of constitutive models with application to strain-rate-sensitive soft materials.Computational mechanics · 2026Article
- Optimal experimental design for repeatable hyperelastic material characterization.Journal of the mechanical behavior of biomedical materials · 2025Article
- A Comprehensive Analysis of Inconsistencies in the Brain's Conventional Ex Vivo Mechanical Experiments.Annals of biomedical engineering · 2025Review
- Systematic analysis of constitutive models of brain tissue materials based on compression tests.Heliyon · 2024Article
- Discovering 3D hidden elasticity in isotropic and transversely isotropic materials with physics-informed UNets.Acta biomaterialia · 2024Article
- Region-Dependent Mechanical Properties of Human Brain Tissue Under Large Deformations Using Inverse Finite Element Modeling.Annals of biomedical engineering · 2024Article
- Myelination dictates axonal viscoelasticity.The European journal of neuroscience · 2023Article
- Elasticity imaging using physics-informed neural networks: Spatial discovery of elastic modulus and Poisson's ratio.Acta biomaterialia · 2023Article
- Viscoelastic damage evaluation of the axon.Frontiers in bioengineering and biotechnology · 2022Article
- Structural Anisotropy vs. Mechanical Anisotropy: The Contribution of Axonal Fibers to the Material Properties of Brain White Matter.Annals of biomedical engineering · 2021Article
- Review
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Authors and funding
4 authors at 2 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Brain's micro-structure plays a critical role in its macro-structure material properties. Since the structural anisotropy in the brain white matter has been introduced due to axonal fibers, considering the direction of axons in the continuum models has been mediated to improve the results of computational simulations. The aim of the current study was to investigate the role of fiber direction in the material properties of brain white matter and compare the mechanical behavior of the anisotropic white matter and the isotropic gray matter. Diffusion tensor imaging (DTI) was employed to detect the direction of axons in white matter samples, and tensile stress-relaxation loads up to 20% strains were applied on bovine gray and white matter samples. In order to calculate the nonlinear and time-dependent properties of white matter and gray matter, a visco-hyperelastic model was used. The results indicated that the mechanical behavior of white matter in two orthogonal directions, parallel and perpendicular to axonal fibers, are significantly different. This difference indicates that brain white matter could be assumed as an anisotropic material and axons have contribution in the mechanical properties. Also, up to 15% strain, white matter samples with axons parallel to the force direction are significantly stiffer than both the gray matter samples and white matter samples with axons perpendicular to the force direction. Moreover, the elastic moduli of white matter samples with axons both parallel and perpendicular to the loading direction and gray matter samples at 15-20% strain are not significantly different. According to these observations, it is suggested that axons have negligible roles in the material properties of white matter when it is loaded in the direction perpendicular to the axon direction. Finally, this observation showed that the anisotropy of brain tissue not only has effects on the elastic behavior, but also has effects on the viscoelastic behavior.
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