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Network Analysis of the Default Mode Network Using Functional Connectivity MRI in Temporal Lobe Epilepsy
Published on: August 5, 2014
Functional Connectivity Associated with Health-Related Quality of Life in Children with Focal Epilepsy
H Nawani1, M L Smith1,2, A L Wheeler3,4
1From Neurosciences and Mental Health (H.N., M.L.S., A.L.W., E.W.).
Insights
Brain network connectivity in children with epilepsy is linked to quality of life beyond cognition. Altered functional connectivity, specifically network segregation and integration, impacts social function and overall well-being in pediatric epilepsy patients.
Area of Science:
- Neuroscience
- Medical Imaging
- Pediatric Neurology
Background:
- Functional connectivity alterations are known to affect cognitive function in epilepsy.
- The relationship between brain network architecture and health-related quality of life (HRQoL) in pediatric epilepsy is not well understood.
Purpose of the Study:
- To investigate the association between functional connectivity network architecture and HRQoL in children with medically intractable focal epilepsy.
- To determine if network segregation and integration metrics correlate with physical, psychological, and social functioning.
Main Methods:
- Resting-state functional magnetic resonance imaging (fMRI) was used to analyze functional connectivity in 47 children with nonlesional focal epilepsy.
- Graph theory metrics, including clustering coefficient (segregation) and participation coefficient (integration), were computed.
- Health-related quality of life was assessed using the Quality of Life in Childhood Epilepsy (QOLCE) questionnaire.
Main Results:
- A negative correlation was found between the clustering coefficient and total QOLCE scores, as well as social function.
- A positive association was observed between the mean participation coefficient and total QOLCE scores and cognitive function.
- In temporal lobe epilepsy, network segregation (clustering coefficient, modularity) negatively correlated with QOLCE scores and social function, unlike in frontal lobe epilepsy.
Conclusions:
- Functional brain connectivity is associated with health-related quality of life in children with focal epilepsy, extending beyond cognitive function.
- Network architecture, particularly segregation and integration, plays a role in the social and overall well-being of pediatric epilepsy patients.
Background And Purpose:
Although functional connectivity has been linked to cognitive function in epilepsy, its relationship with physical, psychological, or social dysfunction is unknown. This study aimed to assess the relationship between network architecture from resting-state fMRI and health-related quality of life in children with medically intractable focal epilepsy.
Materials And Methods:
Forty-seven children with nonlesional focal epilepsy were included; 22 had frontal lobe epilepsy and 15 had temporal lobe epilepsy. We computed graph metrics of functional connectivity, including network segregation (clustering coefficient and modularity) and integration (characteristic path length and participation coefficient). Health-related quality of life was measured using the Quality of Life in Childhood Epilepsy questionnaire. We examined the associations between graph metrics and the Quality of Life in Childhood Epilepsy total and domains scores, with age, sex, age at seizure onset, fMRI motion, and network density as covariates.
Results:
There was a negative relationship between the clustering coefficient and total Quality of Life in Childhood Epilepsy score [t(40) = -2.0; P = .04] and social function [t(40) = -2.9; P = .005]. There was a positive association between the mean participation coefficient and total Quality of Life in Childhood Epilepsy score [t(40) = 2.2; P = .03] and cognition [t(40) = 3.8; P = .0004]. In temporal lobe epilepsy, there was a negative relationship between the clustering coefficient and total Quality of Life in Childhood Epilepsy score [t(8) = -2.8; P = .02] and social function [t(8) = -3.6; P = .0075] and between modularity and total Quality of Life in Childhood Epilepsy score [t(8) = -2.5; P = .04] and social function [t(8) = -4.4; P = .0021]. In frontal lobe epilepsy, there was no association between network segregation and integration and Quality of Life in Childhood Epilepsy total or domain scores.
Conclusions:
Our findings indicate that there are other higher order brain functions beyond cognition, which may be linked with functional connectivity of the brain.
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