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Identification of Disease-related Spatial Covariance Patterns using Neuroimaging Data
Published on: June 26, 2013
Brain Microstructural Alterations in Children Post-COVID-19 Infection Through VBM, SBM, and Structural Covariance
Rui Wang1,2, Jing Liu1,2, Jiayi Li3
1Department of Radiology, West China Second University Hospital, Sichuan University, Chengdu, Sichuan, People's Republic of China.
Children recovering from COVID-19 may experience persistent brain structural changes and altered network connectivity. Long-term neuroimaging studies are crucial to understand the developmental impact of these COVID-19 related brain alterations.
Area of Science:
- Neuroscience
- Pediatric Neurology
- Radiology
Background:
- Children are vulnerable to long-term COVID-19 effects due to ongoing neurodevelopment.
- This study investigates structural brain changes and network alterations in children post-COVID-19.
Purpose of the Study:
- Identify transient and persistent structural brain alterations in children after COVID-19 infection.
- Compare brain morphology and network organization in recovered children versus healthy controls.
Main Methods:
- Retrospective cohort study of 26 children (8-12 years) with COVID-19 and 26 healthy controls.
- High-resolution T1-weighted MRI scans analyzed using Voxel-Based Morphometry (VBM) and Surface-Based Morphometry (SBM).
- Structural Covariance Network (SCN) analysis and graph theory metrics computed to assess brain network organization.
Main Results:
- Reductions in cortical volume observed in the cingulate cortex, hippocampus, and superior temporal gyrus post-COVID-19.
- Partial recovery noted in sulcal depth and cortical thickness of the superior temporal gyrus.
- Structural covariance networks showed lower global efficiency and higher small-worldness in the COVID-19 group, with increased path length.
Conclusions:
- Children recovering from COVID-19 may present with persistent structural brain changes and disrupted network connectivity.
- Some observed brain alterations show partial resolution, while others persist, necessitating long-term follow-up.
- Comprehensive neuroimaging and clinical evaluation are essential to determine the developmental impact of these changes.
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