A multimodal characterization of low-dimensional thalamocortical structural connectivity patterns

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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Publication Details

Journal
Communications Biology
Published
2025-02-05
DOI
https://doi.org/10.1038/s42003-025-07528-8
Citations
2
Primary Topic
Advanced Neuroimaging Techniques and Applications
Type
article
Field-Weighted Citation Impact
2.72

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article

A multimodal characterization of low-dimensional thalamocortical structural connectivity patterns

Amin Saberi, Boris C. Bernhardt, H. Lina Schaare, Sofie Louise Valk et al.
2 citations
Communications Biology
Advanced Neuroimaging Techniques and Applications
2.72
article

A multimodal characterization of low-dimensional thalamocortical structural connectivity patterns

Amin Saberi, Boris C. Bernhardt, H. Lina Schaare, Sofie Louise Valk, Bin Wan, Jessica Royer, Şeyma Bayrak, Alexandra John, Meike D. Hettwer
article en
2 citations

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.

Communications BiologyVol. 8(1)
Montreal Neurological Institute and Hospital (CA), Leipzig University of Applied Sciences (DE), Düsseldorf University Hospital (DE), Max Planck Institute for Human Cognitive and Brain Sciences (DE), Jülich Aachen Research Alliance (DE), Heinrich Heine University Düsseldorf (DE), McGill University (CA), Leipzig University (DE)
McGill University, Canada Research Chairs, Bundesministerium für Bildung und Forschung, Max-Planck-Gesellschaft, Hospital for Sick Children, Canadian Institutes of Health Research, Natural Sciences and Engineering Research Council of Canada
Openalex Percentile: Top 13%
Advanced Neuroimaging Techniques and Applications
2.72
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