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Updated: Jun 11, 2025

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Identification of Disease-related Spatial Covariance Patterns using Neuroimaging Data
Published on: June 26, 2013
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Abnormal structural‒functional coupling patterning in progressive supranuclear palsy is associated with diverse
Junyu Qu1, Rui Zhu1, Yongsheng Wu1
1Department of Radiology, Qilu Hospital of Shandong University; Qilu Medical Imaging Institute of Shandong University, Jinan, China.
Communications Biology
|September 28, 2024
Summary
Progressive supranuclear palsy (PSP) disrupts brain structural-functional coupling (SFC). Changes follow a hierarchical gradient, linked to cellular differences in visual network regions, offering insights into PSP
Area of Science:
- Neuroscience
- Neurology
- Brain Imaging
Background:
- Brain anatomy underpins cognitive functions and adaptive behaviors.
- Progressive supranuclear palsy (PSP) is associated with altered brain network structure and function.
- The relationship between structural-functional coupling (SFC), hierarchical organization, and cellular histology in PSP is not well understood.
Purpose of the Study:
- To investigate the interplay between cellular histology, hierarchical structure, and SFC in PSP patients.
- To elucidate the specific changes in SFC across the cortex in PSP.
- To explore the link between SFC alterations and underlying cellular and hierarchical brain organization.
Main Methods:
- Utilized neuroimaging data from two independent patient cohorts.
- Integrated a public histological dataset for cellular analysis.
- Examined structural-functional coupling (SFC) and its relationship with hierarchical gradients and cellular features.
Main Results:
- PSP significantly disrupts cortical SFC, with notable increases in the visual network (VN).
- SFC alterations in PSP align with a macroscopic organizational principle, progressing from unimodal to transmodal gradients.
- VN regions affected by SFC changes exhibit greater laminar differentiation, primarily due to increased cellular density and smaller internal-granular layer cells.
Conclusions:
- Findings offer a framework for understanding SFC alterations in PSP.
- The study highlights consistent structural and functional changes in PSP related to hierarchical organization and cellular histology.
- Provides novel insights into the neuropathological basis of PSP.
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