Effects of stress-dependent growth on evolution of sulcal direction and curvature in models of cortical folding.

Q3 Engineering
Brain multiphysics Pub Date : 2023-01-01 Epub Date: 2023-03-08 DOI:10.1016/j.brain.2023.100065
Ramin Balouchzadeh, Philip V Bayly, Kara E Garcia
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引用次数: 0

Abstract

The majority of human brain folding occurs during the third trimester of gestation. Although many studies have investigated the physical mechanisms of brain folding, a comprehensive understanding of this complex process has not yet been achieved. In mechanical terms, the "differential growth hypothesis" suggests that the formation of folds results from a difference in expansion rates between cortical and subcortical layers, which eventually leads to mechanical instability akin to buckling. It has also been observed that axons, a substantial component of subcortical tissue, can elongate or shrink under tensile or compressive stress, respectively. Previous work has proposed that this cell-scale behavior in aggregate can produce stress-dependent growth in the subcortical layers. The current study investigates the potential role of stress-dependent growth on cortical surface morphology, in particular the variations in folding direction and curvature over the course of development. Evolution of sulcal direction and mid-cortical surface curvature were calculated from finite element simulations of three-dimensional folding in four different initial geometries: (i) sphere; (ii) axisymmetric oblate spheroid; (iii) axisymmetric prolate spheroid; and (iv) triaxial spheroid. The results were compared to mid-cortical surface reconstructions from four preterm human infants, imaged and analyzed at four time points during the period of brain folding. Results indicate that models incorporating subcortical stress-dependent growth predict folding patterns that more closely resemble those in the developing human brain.

Statement of significance: Cortical folding is a critical process in human brain development. Aberrant folding is associated with disorders such as autism and schizophrenia, yet our understanding of the physical mechanism of folding remains limited. Ultimately mechanical forces must shape the brain. An important question is whether mechanical forces simply deform tissue elastically, or whether stresses in the tissue modulate growth. Evidence from this paper, consisting of quantitative comparisons between patterns of folding in the developing human brain and corresponding patterns in simulations, supports a key role for stress-dependent growth in cortical folding.

应力依赖性生长对皮层折叠模型中沟槽方向和曲率演变的影响
人类大脑的折叠大多发生在妊娠的第三个三个月。尽管许多研究都对大脑折叠的物理机制进行了调查,但对这一复杂过程的全面了解尚未实现。从力学角度来看,"差异生长假说 "认为,褶皱的形成是由于皮质层和皮质下层的膨胀率不同,最终导致类似于弯曲的机械不稳定性。人们还观察到,作为皮层下组织的重要组成部分,轴突在拉伸或压缩应力作用下可分别伸长或收缩。之前的研究提出,这种细胞尺度的聚集行为可在皮层下产生应力依赖性生长。本研究探讨了应力依赖性生长对皮层表面形态的潜在作用,特别是在发育过程中褶皱方向和曲率的变化。通过对四种不同初始几何形状的三维折叠进行有限元模拟,计算了沟方向和皮质中层表面曲率的演变:(i) 球形;(ii) 轴对称扁球形;(iii) 轴对称长球形;(iv) 三轴球形。研究结果与四个早产人类婴儿的皮层中表面重建结果进行了比较,这些婴儿在大脑折叠期的四个时间点进行了成像和分析。结果表明,包含皮层下应力依赖性生长的模型预测的折叠模式与发育中的人脑更相似:皮层折叠是人类大脑发育的关键过程。异常折叠与自闭症和精神分裂症等疾病有关,但我们对折叠物理机制的了解仍然有限。大脑最终必须由机械力塑造。一个重要的问题是,机械力是否只是使组织弹性变形,或者组织中的应力是否会调节生长。本文通过定量比较发育中人脑的折叠模式和模拟中的相应模式,证明了应力依赖性生长在大脑皮层折叠中的关键作用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Brain multiphysics
Brain multiphysics Physics and Astronomy (General), Modelling and Simulation, Neuroscience (General), Biomedical Engineering
CiteScore
4.80
自引率
0.00%
发文量
0
审稿时长
68 days
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