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A mathematical model of cerebral cortical folding development based on a biomechanical hypothesis.

机译:基于生物力学假设的大脑皮层折叠发展的数学模型。

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摘要

The cerebral cortex is a thin folded sheet of neural tissue forming the outmost layer of the cerebrum (brain). Several biological hypotheses have suggested dierent mechanisms involved the development of its folding pattern into sulci (inward valleys) and gyri (outward hills). One hypothesis suggests that mechanical tension along cortico-cortical connections is the principal driving force for cortical folding development. We propose a new mathematical model based on the tension-based hypothesis surrounding the 26th week of gestational age when the human brain cortex noticeably begins to fold. In our model, the deformation of a two-dimensional semi-circular domain is analyzed through the theory of elasticity. The governing coupled partial differential equations are implemented computationally using a finite element formulation. Plausible brain tissue elasticity parameters with reasonable brain domain size parameters were used in our simulation. Gyrication index which is a measure of cortical foldings is employed to compare the degree of folding between the simulation results. The proposed model provides an approach for studying the connections between two different biological hypotheses by determining the magnitude of the applied tension force from the previous mathematical models of cortical folding which are based on a biochemical hypothesis. It allows our model to explain the mechanisms behind disorders occurring in all stages of development. In addition, the ability to freely set the directions and magnitudes of the applied forces allows to analysis of various abnormal cortical foldings by comparing MR imaging features of human brain cortical disorders. Our simulation results show that the unveiled mechanisms underlying the abnormal cortical folding development are well captured by our proposed model.
机译:大脑皮层是神经组织的薄折叠片,形成了大脑的最外层(大脑)。几种生物学假设表明,不同的机制涉及其折叠模式发展为苏尔奇(向内谷)和回旋(向外山)。一种假设表明,沿皮质-皮质连接的机械张力是皮质折叠发展的主要驱动力。我们提出了一个新的数学模型,该模型基于围绕胎龄26周时人脑皮质明显开始折叠的基于张力的假设。在我们的模型中,通过弹性理论分析了二维半圆形区域的变形。控制耦合偏微分方程是使用有限元公式计算实现的。在我们的模拟中使用合理的脑组织大小参数和合理的脑组织弹性参数。回转指数是皮质折叠的量度,用于比较模拟结果之间的折叠程度。所提出的模型提供了一种方法,用于通过基于先前基于生物化学假设的皮质折叠数学模型确定施加的拉力的大小来研究两个不同生物学假设之间的联系。它使我们的模型能够解释在所有发展阶段发生疾病的背后机制。此外,自由设置施加力的方向和大小的能力允许通过比较人脑皮质疾病的MR成像特征来分析各种异常皮质折叠。我们的仿真结果表明,我们提出的模型可以很好地捕捉到异常皮质折叠形成的机理。

著录项

  • 作者

    Kim, Sarah.;

  • 作者单位

    The Florida State University.;

  • 授予单位 The Florida State University.;
  • 学科 Biomedical engineering.;Mathematics.;Biophysics.
  • 学位 Ph.D.
  • 年度 2015
  • 页码 152 p.
  • 总页数 152
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

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