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大脑皮质折叠建模的生物力学机制。

Biomechanisms for modelling cerebral cortical folding.

机构信息

Howard Florey Institute, Florey Neuroscience Institutes, Level 2, Alan Gilbert Building, 161 Barry Street, Carlton South VIC 3053, Melbourne, Australia.

出版信息

Med Image Anal. 2009 Dec;13(6):920-30. doi: 10.1016/j.media.2008.12.005. Epub 2009 Jan 3.

Abstract

Understanding the biomechanical mechanisms by which the cerebral cortex folds is a fundamental problem in neuroscience. Current mathematical models of cortical folding do not include three dimensional geometry or measurement of cortical growth in developing brains extracted from experimental data. We present two biomechanical models of cortical folding which integrate 3D geometry and information taken from MRI scans of fetal sheep brains at a number of key developmental stages. The first model utilises diffusion tensor imaging (DTI) measurements of white matter fibre orientation in the fetal sheep brains as a cue to the tension forces that may regulate folding. In the second model, tangential cortical growth is modelled by osmotic expansion of the tissue and regulated by inhomogeneous white matter rigidity as a biomechanism of cortical folding. This is based on quantitative analysis of cortical growth and inhomogeneous white matter anisotropy measured from the MRI data. We demonstrate that structural and diffusion tensor MRI can be combined with finite element modelling and an explicit growth mechanism of the cortex to create biologically meaningful models of the cortical folding process common to higher order mammals.

摘要

理解大脑皮层折叠的生物力学机制是神经科学中的一个基本问题。目前的皮质折叠数学模型不包括三维几何或从实验数据中提取的发育中大脑皮质生长的测量。我们提出了两个皮质折叠的生物力学模型,这些模型整合了来自多个关键发育阶段的胎儿绵羊大脑 MRI 扫描的 3D 几何和信息。第一个模型利用扩散张量成像(DTI)测量胎儿绵羊大脑中的白质纤维方向作为可能调节折叠的张力的线索。在第二个模型中,通过组织的渗透膨胀来模拟切向皮质生长,并通过不均匀的白质刚性来调节作为皮质折叠的生物力学机制。这是基于从 MRI 数据中测量的皮质生长和不均匀白质各向异性的定量分析。我们证明,结构和扩散张量 MRI 可以与有限元建模和皮质的显式生长机制相结合,为高等哺乳动物常见的皮质折叠过程创建具有生物学意义的模型。

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