Laminar-specific topological alterations in schizophrenia and their association with clinical features: a submillimeter DTI study

Motivation: Traditional structural covariance networks (SCNs) are group-level constructs and consider cortex as homogeneous, limiting identification of individual abnormalities and microstructural insights in mental illness. Goal(s): To investigate abnormal individualized SCNs in schizophrenia (SCZ) across cortical depths, providing microstructural evidence for clinical features. Approach: Submillimeter isotropic DTI data was collected. A cortical-based laminar analysis was applied to divide the cortex into four equal-distance layers, followed by Jensen-Shannon divergence-based similarity (JSDs) method to construct SCNs. Results: SCZ showed alterations in global and nodal network properties across cortical depths, primarily in regions involved in cognition, motor, and sensory, with correlations to cognitive deficits and clinical symptoms. Impact: This study revealed that topological alterations in schizophrenia exhibit laminar-specific characteristics and their associations with clinical features, which might enhance our understanding of the pathophysiology of schizophrenia from a mesoscopic perspective.

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Publication Details

Journal
Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition
Published
2025-09-16
DOI
https://doi.org/10.58530/2025/1130
Primary Topic
Protein Structure and Dynamics
Type
article
Field-Weighted Citation Impact
0.00
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article

Laminar-specific topological alterations in schizophrenia and their association with clinical features: a submillimeter DTI study

Huilou Liang, Naici Liu, Xing Li, Konasale M. Prasad et al.
Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition
Protein Structure and Dynamics
article

Laminar-specific topological alterations in schizophrenia and their association with clinical features: a submillimeter DTI study

Huilou Liang, Naici Liu, Xing Li, Konasale M. Prasad, Wenjing Zhang, Su Lui, Sun Hui
article en

Abstract

Motivation: Traditional structural covariance networks (SCNs) are group-level constructs and consider cortex as homogeneous, limiting identification of individual abnormalities and microstructural insights in mental illness. Goal(s): To investigate abnormal individualized SCNs in schizophrenia (SCZ) across cortical depths, providing microstructural evidence for clinical features. Approach: Submillimeter isotropic DTI data was collected. A cortical-based laminar analysis was applied to divide the cortex into four equal-distance layers, followed by Jensen-Shannon divergence-based similarity (JSDs) method to construct SCNs. Results: SCZ showed alterations in global and nodal network properties across cortical depths, primarily in regions involved in cognition, motor, and sensory, with correlations to cognitive deficits and clinical symptoms. Impact: This study revealed that topological alterations in schizophrenia exhibit laminar-specific characteristics and their associations with clinical features, which might enhance our understanding of the pathophysiology of schizophrenia from a mesoscopic perspective.

Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition
Openalex Percentile: Top 78%
Protein Structure and Dynamics
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