ArticleFrontiers in human neuroscience2019
Abnormal Gray Matter Structural Covariance Networks in Children With Bilateral Cerebral Palsy.
Article in Frontiers in human neuroscience, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.
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Who cites it
8 citing papers in PubMed, 8 citations in OpenAlex.
- The early alteration of brainstem and cerebellum, and their relationship with cerebral cortex: anQuantitative imaging in medicine and surgery · 2025Article
- Reduced brainstem volume is associated with mobility impairments in youth with cerebral palsy.Journal of clinical neuroscience : official journal of the Neurosurgical Society of Australasia · 2023Article
- Reduced Brainstem Volume is Associated with Mobility Impairments in Youth with Cerebral Palsy.Research square · 2023Article
- Abnormal cortical thickness and structural covariance networks in systemic lupus erythematosus patients without major neuropsychiatric manifestations.Arthritis research & therapy · 2022Article
- Altered Somatosensory Cortical Activity Is Associated with Cortical Thickness in Adults with Cerebral Palsy: Multimodal Evidence from MEG/sMRI.Cerebral cortex (New York, N.Y. : 1991) · 2022Article
- Altered gray matter structural covariance networks in drug-naïve and treated early HIV-infected individuals.Frontiers in neurology · 2022Article
- Individual-based morphological brain network organization and its association with autistic symptoms in young children with autism spectrum disorder.Human brain mapping · 2021Article
- Gout Is Not Just Arthritis: Abnormal Cortical Thickness and Structural Covariance Networks in Gout.Frontiers in neurology · 2021Article
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Authors and funding
15 authors at 4 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Bilateral cerebral palsy (BCP) is a common movement disorder in children, which often results in lifelong motor disability. One main symptom of BCP is the limitation of hand function in everyday activities. However, the neuroanatomical basis of this prominent hand impairment is yet to discover. Recent advances mainly focus on the lesions of BCP, but the views on the atypical development of cortical parcellations are extremely lacking. Here, in our study, neuroimaging with network analysis was employed to evaluate the changes of structural covariance networks (SCNs) in BCP children. We aimed to elucidate the alteration of SCNs based on cortical thickness (CT), and to reveal the relationship of CT and hand function in the participants with BCP. SCNs were constructed using covariance between regional CT, which was acquired from T1-weighted images of 19 children with BCP and 19 demographically matched healthy controls (HCs). Compared with HCs, BCP children showed increased CT in several regions involving the bilateral areas (lateral occipital, lingual, and fusiform) and right areas (cuneus, pericalcarine, inferior temporal, middle temporal, superior temporal, and insula). Decreased CT was found in the left superior temporal and right superior parietal cortices. Global network analyses revealed significantly decreased normalized clustering and small-worldness in the BCP network. The area under the curve (AUC) of global network measures varied slightly between the BCP and HC networks. The resistance of the both SCNs to the target and random attack showed no significant difference. Also, the BCP foci (right superior temporal and subtemporal cortex) showed a significantly negative correlation between the CT and manual ability. In this work, we identified the CT-based SCNs changes in children with BCP. The abnormal topological organization of SCNs was revealed, indicating abnormal CT, incongruous development of structural wiring, destructive nodal profiles of betweenness, and moved hub distribution in BCP children. This may provide a neuroanatomical hallmark of BCP in the developing brain. Therefore, our results may not only reflect neurodevelopmental aberrations but also compensatory mechanisms.
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