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比较连接组学:绘制人类大脑区域内连接的个体间变异性图谱。

Comparative connectomics: Mapping the inter-individual variability of connections within the regions of the human brain.

作者信息

Kerepesi Csaba, Szalkai Balázs, Varga Bálint, Grolmusz Vince

机构信息

PIT Bioinformatics Group, Eötvös University, H-1117 Budapest, Hungary; Institute for Computer Science and Control, Hungarian Academy of Sciences, Hungary.

PIT Bioinformatics Group, Eötvös University, H-1117 Budapest, Hungary.

出版信息

Neurosci Lett. 2018 Jan 1;662:17-21. doi: 10.1016/j.neulet.2017.10.003. Epub 2017 Oct 6.

Abstract

The human braingraph, or connectome is a description of the connections of the brain: the nodes of the graph correspond to small areas of the gray matter, and two nodes are connected by an edge if a diffusion MRI-based workflow finds fibers between those brain areas. We have constructed 1015-vertex graphs from the diffusion MRI brain images of 392 human subjects and compared the individual graphs with respect to several different areas of the brain. The inter-individual variability of the graphs within different brain regions was discovered and described. We have found that the frontal and the limbic lobes are more conservative, while the edges in the temporal and occipital lobes are more diverse. Interestingly, a "hybrid" conservative and diverse distribution was found in the paracentral lobule and the fusiform gyrus. Smaller cortical areas were also evaluated: precentral gyri were found to be more conservative, and the postcentral and the superior temporal gyri to be very diverse. Similar studies concerning the human genome discovered more and less conservative sections of the DNA, opening up entirely new fields in genomics. We think that the present study is the first step in this direction in human connectomics. The clinical significance of the conservativity of a given cerebral area could be the higher sensitivity for traumas and developmental or neuro-degenerative events than the less conservative areas.

摘要

人类脑图谱,即连接组,是对大脑连接的一种描述:图谱中的节点对应于灰质的小区域,如果基于扩散加权磁共振成像(dMRI)的工作流程在这些脑区之间发现了纤维,则两个节点由一条边连接。我们从392名人类受试者的扩散加权磁共振成像脑图像构建了1015个顶点的图谱,并就大脑的几个不同区域比较了个体图谱。发现并描述了不同脑区图谱的个体间变异性。我们发现额叶和边缘叶更为保守,而颞叶和枕叶的边更为多样。有趣的是,在中央旁小叶和梭状回中发现了一种“混合”的保守与多样分布。还评估了较小的皮质区域:发现中央前回更为保守,中央后回和颞上回非常多样。关于人类基因组的类似研究发现了DNA中保守程度或多或少的区域,开创了基因组学全新领域。我们认为本研究是人类连接组学在这个方向上的第一步。给定脑区保守性的临床意义可能在于,与不太保守的区域相比,其对创伤、发育或神经退行性事件具有更高的敏感性。

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