先天性视觉或听力障碍的交叉脑重塑:三网络功能障碍。

IF 4.1 Q1 CLINICAL NEUROLOGY
Brain communications Pub Date : 2025-04-17 eCollection Date: 2025-01-01 DOI:10.1093/braincomms/fcaf150
Jiahong Li, Binbin Xiong, Suijun Chen, Jing Li, Yingting Luo, Yu-Chen Chen, Jae-Jin Song, Fei Zhao, Jing Yang, Chenlong Li, Yiqing Zheng, Lan Gui, Huanling Feng, Weirong Chen, Yuexin Cai, Wan Chen
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引用次数: 0

摘要

本研究探讨先天性视觉或听觉障碍如何利用脑电图重塑大脑功能。该研究涉及40名先天性视力障碍儿童,40名听力障碍儿童和42名年龄和性别匹配的正常儿童作为对照。调查包括视觉和听觉能力的评估,以及全面的脑电图评估。诸如源定位、功能连接和交叉频率耦合等技术被用于分析大脑活动的变化。机器学习方法,特别是支持向量机,被用来识别与先天性缺陷相关的关键重塑特征。结果显示,与对照组相比,视障儿童的视觉皮层激活减少,听障儿童的听觉皮层激活减少。两个受损组的大脑各区域的功能连通性都显著下降,包括视觉和听觉皮层、脑岛、海马旁回、后扣带回和额叶皮层。机器学习模型在alpha频段强调了这些损伤儿童的视觉/听觉皮层与右脑岛、内侧前额叶皮层和背外侧前额叶皮层以及视觉和听觉皮层之间的异常连接。空间上相似的节奏活动交叉频率耦合模式也被观察到。该研究得出结论,先天性视觉和听力障碍显著影响大脑发育,确定了不同的功能特征和共同的重塑模式。节律异常活动的持续存在和功能连接的减少表明三重网络异常的存在。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Cross brain reshaping in congenital visual or hearing impairment: triple-network dysfunction.

This research examines how congenital visual or hearing impairment reshapes brain function using EEG. The study involved 40 children with congenital visual impairment, 40 with hearing impairment and 42 age and gender-matched normal children as controls. The investigation included assessments of visual and auditory abilities, along with comprehensive EEG evaluations. Techniques such as source localization, functional connectivity and cross-frequency coupling were used to analyse variations in brain activity. Machine learning methods, specifically support vector machines, were utilized to identify key reshaping characteristics associated with congenital impairments. Results showed reduced activation in the visual cortex for visually impaired children and decreased activation in the auditory cortex for hearing-impaired children compared with the control group. Both impairment groups demonstrated significant reductions in functional connectivity across various brain regions, including the visual and auditory cortices, insula, parahippocampal gyrus, posterior cingulate gyrus and frontal cortex. The machine learning model highlighted aberrant connectivity between the visual/auditory cortex and the right insula, the medial prefrontal cortex and dorsolateral prefrontal cortex and the visual and auditory cortex in children with these impairments in the alpha frequency band. Spatially similar patterns of cross-frequency coupling of rhythmic activity were also observed. The study concludes that congenital visual and hearing impairments significantly impact brain development, identifying distinct functional characteristics and shared reshaping patterns. The consistent presence of dysrhythmic activity and reduced functional connectivity suggest the existence of a triple network anomaly.

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来源期刊
CiteScore
7.00
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