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Published on: September 12, 2011
Alterations in microarchitecture and network integrity in diffusion tensor images of children with marginal
Zhenghua Liu1, Ya Wang2, Ruowei Yao2
1The Radiology Department, The Dongguan Maternal and Child Health Care Hospital, DongGuan City, China. wuxiaoshui@126.com.
Insights
Children with marginal intelligence (MI) or intellectual disability (ID), with or without ADHD, show significant brain fiber damage and network connectivity disruptions. These deficits worsen with increasing severity of intellectual impairment.
Area of Science:
- Neuroimaging
- Developmental Neuroscience
- Cognitive Neuroscience
Background:
- Intellectual disability (ID) and marginal intelligence (MI) are associated with neurodevelopmental challenges.
- Understanding the underlying structural brain abnormalities is crucial for targeted interventions.
Purpose of the Study:
- To investigate structural brain damage in fiber bundles and neural networks in children with MI or ID using Diffusion Tensor Imaging (DTI).
- To compare DTI-derived measures between healthy controls and children with MI, ID, and comorbid ID with ADHD.
Main Methods:
- Acquisition of 3.0 Tesla MRI scans with DTI sequences from 30 healthy children, 25 with MI, 35 with ID, and 32 with ID and ADHD.
- Analysis of DTI data using correlation tractography, network measures, and graph visualizations to assess white matter integrity and brain network topology.
Main Results:
- Children with MI, ID, or ID+ADHD exhibited damage in key white matter tracts including arcuate fasciculi, superior longitudinal fasciculi, and thalamic radiations.
- Significant reductions in network density, global efficiency, and rich club coefficient were observed in MI, ID, and ID+ADHD groups compared to controls.
- Progressive loss of critical brain network nodes was noted in frontal and temporal regions, worsening from MI to ID, with or without ADHD.
Conclusions:
- Children with MI, ID, or comorbid ID and ADHD display significant morphological abnormalities in fiber tracts and disrupted neural network connectivity.
- DTI-based connectome analysis reveals a progressive decline in hub node integrity with increasing intellectual impairment severity.
- These findings highlight the pervasive impact of intellectual disability on brain structure and network function.
Purpose:
To investigate damage to fiber bundles and brain networks in children with marginal intelligence (MI) or intellectual disability (ID) by using Diffusion Tensor Imaging (DTI) sequences.
Methods:
Thirty healthy children, 25 with MI, 35 with ID, and 32 with both ID and attention deficit hyperactivity disorder (ADHD) underwent 3.0 T MRI scans, including DTI sequences. Analysis of the DTI data yielded correlation tractography, network measures, and graph visualizations.
Results:
Children with MI, ID or both ID and ADHD have damage in the bilateral arcuate fasciculi, bilateral superior longitudinal fasciculi and thalamic radiations, corpus callosum's body, and right corticostriatal tracts. Furthermore, both the MI and ID-ADHD groups were affected in the right parietal aslant tract, bilateral corticospinal tracts, and bilateral medial lemnisci, which were not affected in patients with ID alone. The MI, ID and ID-ADHD groups exhibited a significantly lower density, global efficiency, and rich club coefficient than the controls. Patients with MI, ID, or both ID and ADHD had no nodes in the bilateral middle and inferior frontal gyri. Moreover, individuals with ID, alone or combined with ADHD, also lacked nodes in the bilateral temporal lobes.
Conclusion:
Children with MI, ID, or comorbid ID and ADHD exhibited significant morphological abnormalities in fiber tracts, substantial reductions in fiber bundle volumes, and disrupted neural network connectivity. Furthermore, graph visualizations of the connectome reveal a progressive increase in the defect of hub nodes, worsening from MI to ID, whether alone or in conjunction with ADHD, when compared to normal controls.
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