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Published on: December 6, 2016
Brain Structure Network Analysis in Patients with Obstructive Sleep Apnea
Yun-Gang Luo1, Defeng Wang2, Kai Liu3
1Department of Stomatology, The Second Hospital of Jilin University, Changchun, 130041, Jilin Province, China.
Insights
Childhood obstructive sleep apnea (OSA) alters brain structure networks. This study found decreased network efficiency and altered regional connectivity in children with OSA, offering new insights into its neuropathophysiology.
Area of Science:
- Neuroscience
- Medical Imaging
- Network Science
Background:
- Childhood obstructive sleep apnea (OSA) is a common sleep disorder in school-aged children.
- OSA involves repeated upper airway blockage during sleep, potentially impacting brain development.
- Understanding the neuropathophysiology of OSA is crucial for effective intervention.
Purpose of the Study:
- To investigate topological alterations in the brain's structural correlation network in children with OSA.
- To compare global and regional network properties between children with OSA and healthy controls.
- To explore the neuropathophysiology of OSA from a network perspective.
Main Methods:
- Graph theoretical analysis was applied to brain morphometric correlation networks.
- Structural correlation networks were constructed based on regional gray matter volume for OSA patients and controls.
- Global and regional network properties, including local efficiency and centrality, were analyzed.
Main Results:
- A significantly decreased mean local efficiency was observed in the OSA group compared to controls.
- Tendencies of decreased betweenness centrality in the left angular gyrus and decreased degree in the right lingual and inferior frontal gyri were found in OSA patients.
- Network hubs exhibited different distributions between the OSA and control groups.
Conclusions:
- This study provides the first characterization of brain structure networks in childhood OSA using gray matter volume.
- Findings suggest alterations in global and regional brain network topology associated with OSA in children.
- The results offer novel evidence for understanding the neuropathophysiology of OSA through a topological lens.
Abstract:
Childhood obstructive sleep apnea (OSA) is a sleeping disorder commonly affecting school-aged children and is characterized by repeated episodes of blockage of the upper airway during sleep. In this study, we performed a graph theoretical analysis on the brain morphometric correlation network in 25 OSA patients (OSA group; 5 female; mean age, 10.1 ± 1.8 years) and investigated the topological alterations in global and regional properties compared with 20 healthy control individuals (CON group; 6 females; mean age, 10.4 ± 1.8 years). A structural correlation network based on regional gray matter volume was constructed respectively for each group. Our results revealed a significantly decreased mean local efficiency in the OSA group over the density range of 0.32-0.44 (p < 0.05). Regionally, the OSAs showed a tendency of decreased betweenness centrality in the left angular gyrus, and a tendency of decreased degree in the right lingual and inferior frontal (orbital part) gyrus (p < 0.005, uncorrected). We also found that the network hubs in OSA and controls were distributed differently. To the best of our knowledge, this is the first study that characterizes the brain structure network in OSA patients and invests the alteration of topological properties of gray matter volume structural network. This study may help to provide new evidence for understanding the neuropathophysiology of OSA from a topological perspective.
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