A multimodal characterization of low-dimensional thalamocortical structural connectivity patterns.

IF 5.1 1区 生物学 Q1 BIOLOGY Communications Biology Pub Date : 2025-02-05 DOI:10.1038/s42003-025-07528-8
Alexandra John, Meike D Hettwer, H Lina Schaare, Amin Saberi, Şeyma Bayrak, Bin Wan, Jessica Royer, Boris C Bernhardt, Sofie L Valk
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Abstract

The human thalamus is a heterogeneous subcortical structure coordinating whole-brain activity. Investigations of its internal organization reveal differentiable subnuclei, however, a consensus on subnuclei boundaries remains absent. Recent work suggests that thalamic organization additionally reflects continuous axes transcending nuclear boundaries. Here, we study how low-dimensional axes of thalamocortical structural connectivity relate to intrathalamic microstructural features, functional connectivity, and structural covariance. Using diffusion MRI, we compute a thalamocortical structural connectome and derive two main axes of thalamic organization. The principal axis, extending from medial to lateral, relates to intrathalamic myelin, and functional connectivity organization. The secondary axis corresponds to the core-matrix cell distribution. Lastly, exploring multimodal associations globally, we observe the principal axis consistently differentiating limbic, frontoparietal, and default mode network nodes from dorsal and ventral attention networks across modalities. However, the link with sensory modalities varies. In sum, we show the coherence between lower dimensional patterns of thalamocortical structural connectivity and various modalities, shedding light on multiscale thalamic organization.

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低维丘脑皮质结构连接模式的多模态表征。
人类丘脑是协调全脑活动的异质皮质下结构。对其内部组织的研究揭示了可微的亚核,然而,对亚核边界的共识仍然缺乏。最近的研究表明,丘脑组织还反映了超越核边界的连续轴。在这里,我们研究了丘脑皮质结构连接的低维轴与丘脑内微结构特征、功能连接和结构协方差的关系。利用扩散MRI,我们计算了丘脑皮质结构连接组,并推导了丘脑组织的两个主轴。主轴从内侧向外侧延伸,与丘脑内髓鞘和功能连接组织有关。次级轴对应于核心-基质细胞分布。最后,在全球范围内探索多模态关联时,我们观察到主轴一致地将边缘、额顶叶和默认模式网络节点与背侧和腹侧注意网络区分开来。然而,与感觉模式的联系是不同的。总之,我们展示了丘脑皮质结构连接的低维模式和各种模式之间的一致性,揭示了多尺度丘脑组织。
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来源期刊
Communications Biology
Communications Biology Medicine-Medicine (miscellaneous)
CiteScore
8.60
自引率
1.70%
发文量
1233
审稿时长
13 weeks
期刊介绍: Communications Biology is an open access journal from Nature Research publishing high-quality research, reviews and commentary in all areas of the biological sciences. Research papers published by the journal represent significant advances bringing new biological insight to a specialized area of research.
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