Potential mechanism of impaired perceptual reasoning in children with obstructive sleep apnea syndrome: topological analysis of brain white matter network employing graph theory.

IF 2.4 3区 医学 Q2 NEUROIMAGING
Brain Imaging and Behavior Pub Date : 2025-04-01 Epub Date: 2025-03-07 DOI:10.1007/s11682-025-00988-w
Weiting Tan, Shaojun Zhang, Xiaoyu Wang, Guisen Lin, Wenhong Ye, Hongwu Zeng
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引用次数: 0

Abstract

Childhood obstructive sleep apnea syndrome (OSAS) disrupts normal ventilation and sleep structure and affects cognitive functions. However, the neurophysiological mechanisms underlying cognitive impairment are unclear. This study investigates the topological connectivity of white matter networks in children with moderate to severe OSAS and explores the underlying mechanisms of cognitive impairment. We collected clinical data of patients with moderate to severe OSAS (n = 43) and non-OSAS (n = 30). Intelligence testing was conducted using the China Wechsler Intelligence Scale for Children-Fourth Edition (C-WISC IV), including Processing speed, Working memory, Verbal comprehension, Perceptual reasoning, and Full-scale intelligence quotient (FSIQ). DTI data were collected using 3.0T MRI scanner (Ingenia, Philips, Netherlands). White matter network topology connections were analyzed using FSL and DSI Studio and inter group differences were statistically assessed. The difference of clinical and intelligence test was calculated by two sample t-test. Pearson correlation analysis was employed to examine the correlation between the abnormal white matter network metrics and cognitive function in OSAS patients. Clustering coefficient (Cp) and global efficiency (Eg), nodal degree (Dc), and nodal efficiency (Ne) were lower in the OSAS group (p < 0.05). Correlations between white matter network metrics and cognitive function: The Cp and Eg were positively correlated with Perceptual reasoning, and the shortest path length (Lp) was negatively correlated with Perceptual reasoning. The results indicate that there was impairment of cognitive function and abnormality of topological structural connectivity in white matter networks for children with OSAS. The Cp, Eg, and Lp correlate with Perceptual reasoning, indicating that abnormal topological structural connectivity of the white matter network might be neurofunctional basis for impaired perceptual reasoning.

阻塞性睡眠呼吸暂停综合征儿童知觉推理障碍的潜在机制:应用图论的脑白质网络拓扑分析。
儿童阻塞性睡眠呼吸暂停综合征(OSAS)破坏正常的通气和睡眠结构,影响认知功能。然而,认知障碍的神经生理机制尚不清楚。本研究探讨了中度至重度OSAS儿童脑白质网络的拓扑连通性,并探讨了认知障碍的潜在机制。我们收集了中重度OSAS (n = 43)和非OSAS (n = 30)患者的临床资料。采用中国韦氏儿童智力量表第四版(C-WISC IV)进行智力测试,包括加工速度、工作记忆、言语理解、知觉推理和全量表智商。DTI数据采集采用3.0T MRI扫描仪(Ingenia, Philips,荷兰)。使用FSL和DSI Studio分析白质网络拓扑连接,并对组间差异进行统计学评估。采用双样本t检验计算临床与智力测验的差异。采用Pearson相关分析检验OSAS患者异常白质网络指标与认知功能的相关性。OSAS组的聚类系数(Cp)、整体效率(Eg)、节点度(Dc)和节点效率(Ne)均较低(p
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来源期刊
Brain Imaging and Behavior
Brain Imaging and Behavior 医学-神经成像
CiteScore
7.20
自引率
0.00%
发文量
154
审稿时长
3 months
期刊介绍: Brain Imaging and Behavior is a bi-monthly, peer-reviewed journal, that publishes clinically relevant research using neuroimaging approaches to enhance our understanding of disorders of higher brain function. The journal is targeted at clinicians and researchers in fields concerned with human brain-behavior relationships, such as neuropsychology, psychiatry, neurology, neurosurgery, rehabilitation, and cognitive neuroscience.
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