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人类大脑的层状连接组学建模。

Modelling the laminar connectome of the human brain.

机构信息

Department of Neurobiology, Faculty of Life Sciences, Tel Aviv University, Tel Aviv, Israel.

Sagol School of Neuroscience, Tel Aviv University, Tel Aviv, Israel.

出版信息

Brain Struct Funct. 2022 Jul;227(6):2153-2165. doi: 10.1007/s00429-022-02513-x. Epub 2022 Jun 3.

Abstract

The human connectome is the complete structural description of the network of connections and elements that form the 'wiring diagram' of the brain. Due to the current scarcity of information regarding laminar end points of white matter tracts inside cortical grey matter, tractography remains focused on cortical partitioning into regions, while ignoring radial partitioning into laminar components. To overcome this biased representation of the cortex as a single homogenous unit, we use a recent data-derived model of cortical laminar connectivity, which has been further explored and corroborated in the macaque brain by comparison to published studies. The model integrates multimodal MRI imaging datasets of both white matter connectivity and grey matter laminar composition into a laminar-level connectome. In this study, we model the laminar connectome of healthy human brains (N = 30) and explore them via a set of complex network measures. Our analysis demonstrates a subdivision of network hubs that appear in the standard connectome into each individual component of the laminar connectome, giving a fresh look into the role of laminar components in cortical connectivity and offering new prospects in the fields of both structural and functional connectivity.

摘要

人类连接组学是对连接和元素网络的完整结构描述,这些连接和元素构成了大脑的“布线图”。由于目前关于皮质灰质内白质束的层终结点的信息稀缺,束追踪仍然集中在皮质分区为区域,而忽略了径向分区为层成分。为了克服这种对皮质的有偏差的单一均匀单元表示,我们使用最近基于数据的皮质层连接模型,该模型通过与已发表的研究进行比较,在猕猴大脑中得到了进一步的探索和证实。该模型将白质连接和灰质层组成的多模态 MRI 成像数据集整合到一个层连接组中。在这项研究中,我们对健康人类大脑(N=30)的层连接组进行建模,并通过一组复杂的网络度量来探索它们。我们的分析表明,标准连接组中的网络枢纽被细分到层连接组的每个单独组件中,这为皮质连接中的层成分的作用提供了新的视角,并为结构和功能连接领域提供了新的前景。

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