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多模态梯度统一了局部和全局皮质组织。

Multimodal gradients unify local and global cortical organization.

作者信息

Wang Yezhou, Eichert Nicole, Paquola Casey, Rodriguez-Cruces Raul, DeKraker Jordan, Royer Jessica, Cabalo Donna Gift, Auer Hans, Ngo Alexander, Leppert Ilana R, Tardif Christine L, Rudko David A, Leech Robert, Amunts Katrin, Valk Sofie L, Smallwood Jonathan, Evans Alan C, Bernhardt Boris C

机构信息

McConnell Brain Imaging Centre, Montreal Neurological Institute and Hospital, McGill University, Montreal, QC, Canada.

Wellcome Centre for Integrative Neuroimaging, Centre for Functional MRI of the Brain (FMRIB), John Radcliffe Hospital, University of Oxford, Oxford, UK.

出版信息

Nat Commun. 2025 Apr 25;16(1):3911. doi: 10.1038/s41467-025-59177-4.

Abstract

Functional specialization of brain areas and subregions, as well as their integration into large-scale networks, are key principles in neuroscience. Consolidating both local and global perspectives on cortical organization, however, remains challenging. Here, we present an approach to integrate inter- and intra-areal similarities of microstructure, structural connectivity, and functional interactions. Using high-field in-vivo 7 tesla (7 T) Magnetic Resonance Imaging (MRI) data and a probabilistic post-mortem atlas of cortical cytoarchitecture, we derive multimodal gradients that capture cortex-wide organization. Inter-areal similarities follow a canonical sensory-fugal gradient, linking cortical integration with functional diversity across tasks. However, intra-areal heterogeneity does not follow this pattern, with greater variability in association cortices. Findings are replicated in an independent 7 T dataset and a 100-subject 3 tesla (3 T) cohort. These results highlight a robust coupling between local arealization and global cortical motifs, advancing our understanding of how specialization and integration shape human brain function.

摘要

脑区和亚区的功能特化,以及它们整合到大规模网络中,是神经科学的关键原则。然而,整合关于皮质组织的局部和全局观点仍然具有挑战性。在这里,我们提出了一种整合微观结构、结构连接性和功能相互作用的区域间和区域内相似性的方法。利用高场体内7特斯拉(7T)磁共振成像(MRI)数据和皮质细胞结构的概率性死后图谱,我们得出了捕捉全皮质组织的多模态梯度。区域间的相似性遵循典型的感觉-离心梯度,将皮质整合与跨任务的功能多样性联系起来。然而,区域内的异质性并不遵循这种模式,联合皮质中的变异性更大。这些发现已在一个独立的7T数据集和一个包含100名受试者的3特斯拉(3T)队列中得到重复。这些结果突出了局部区域化与全局皮质模式之间的强大耦合,推进了我们对特化和整合如何塑造人类脑功能的理解。

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