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双侧先天性重度感音神经性听力损失儿童的动态功能网络连接性

Dynamic functional network connectivity in children with profound bilateral congenital sensorineural hearing loss.

作者信息

Cui Wenzhuo, Chen Boyu, He Jiachuan, Fan Guoguang, Wang Shanshan

机构信息

Department of Radiology, The First Hospital of China Medical University, 155 Nanjing North Street, Shenyang, 110001, Liaoning, PR China.

出版信息

Pediatr Radiol. 2024 Sep;54(10):1738-1747. doi: 10.1007/s00247-024-06022-3. Epub 2024 Aug 13.

Abstract

BACKGROUND

Functional magnetic resonance imaging (fMRI) studies have revealed extensive functional reorganization in patients with sensorineural hearing loss (SNHL). However, almost no study focuses on the dynamic functional connectivity after hearing loss.

OBJECTIVE

This study aimed to investigate dynamic functional connectivity changes in children with profound bilateral congenital SNHL under the age of 3 years.

MATERIALS AND METHODS

Thirty-two children with profound bilateral congenital SNHL and 24 children with normal hearing were recruited for the present study. Independent component analysis identified 18 independent components composing five resting-state networks. A sliding window approach was used to acquire dynamic functional matrices. Three states were identified using the k-means algorithm. Then, the differences in temporal properties and the variance of network efficiency between groups were compared.

RESULTS

The children with SNHL showed longer mean dwell time and decreased functional connectivity between the auditory network and sensorimotor network in state 3 (P < 0.05), which was characterized by relatively stronger functional connectivity between high-order resting-state networks and motion and perception networks. There was no difference in the variance of network efficiency.

CONCLUSIONS

These results indicated the functional reorganization due to hearing loss. This study also provided new perspectives for understanding the state-dependent connectivity patterns in children with SNHL.

摘要

背景

功能磁共振成像(fMRI)研究显示,感音神经性听力损失(SNHL)患者存在广泛的功能重组。然而,几乎没有研究关注听力损失后的动态功能连接。

目的

本研究旨在调查3岁以下双侧先天性重度SNHL儿童的动态功能连接变化。

材料与方法

本研究招募了32名双侧先天性重度SNHL儿童和24名听力正常的儿童。独立成分分析确定了由五个静息态网络组成的18个独立成分。采用滑动窗口法获取动态功能矩阵。使用k均值算法确定三种状态。然后,比较两组之间时间特性的差异和网络效率的方差。

结果

SNHL儿童在状态3下平均停留时间更长,听觉网络与感觉运动网络之间的功能连接减少(P < 0.05),其特征是高阶静息态网络与运动和感知网络之间的功能连接相对较强。网络效率的方差没有差异。

结论

这些结果表明了听力损失导致的功能重组。本研究还为理解SNHL儿童状态依赖的连接模式提供了新的视角。

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