Independent component analysis of brain network in drug-resistant epilepsy patients with vagus nerve stimulators.

IF 1.7 4区 医学 Q4 NEUROSCIENCES International Journal of Neuroscience Pub Date : 2025-01-05 DOI:10.1080/00207454.2024.2449382
Jin Zhu, Rui Gu, Fan Ji
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Abstract

Purpose: To investigate the activity of default mode network (DMN), frontoparietal network (FPN) and cerebellar network (CN) in drug-resistant epilepsy (DRE) patients undergoing vagus nerve stimulation (VNS).

Methods: Fifteen patients were recruited and underwent resting-state functional magnetic resonance imaging (fMRI) scans. Independent component analysis and paired sample t-tests were used to examine activity changes of DMN, FPN and CN before and after VNS.

Results: Compared with preoperative patients, DMN exhibited decreased activity in left cuneus/precuneus, left median cingulate gyrus, left superior/middle occipital gyrus, right superior parietal gyrus, right precentral/postcentral gyrus, right rolandic operculum and right insula, while increased activity was observed in right supramarginal gyrus, left fusiform gyrus, right supplementary motor area, left amygdala, and right inferior frontal gyrus. FPN displayed decreased activity in left cuneus, left anterior cingulate gyrus, right precentral gyrus, left middle/inferior frontal gyrus, right middle frontal gyrus, left superior/middle temporal gyrus, left superior/middle occipital gyrus, and right superior parietal gyrus, but increased activity in right inferior temporal gyrus. CN showed decreased activity in left superior/middle frontal gyrus, right inferior frontal gyrus, left supplementary motor area, left precuneus, left postcentral gyrus, left middle occipital gyrus, right middle temporal gyrus, and left inferior cerebellum, while increased activity was detected in bilateral superior cerebellum and right fusiform gyrus.

Conclusions: DMN, FPN and CN exhibited distinct changes in DRE patients following VNS. The suppression or activation of sensorimotor, language, memory and emotion-related regions may represent the underlying neurological mechanisms of VNS. However, the contrasting activity patterns between superior and inferior cerebellum require further investigation.

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迷走神经刺激药耐药癫痫患者脑网络的独立成分分析。
目的:探讨迷走神经刺激(VNS)对耐药癫痫(DRE)患者脑默认网络(DMN)、额顶叶网络(FPN)和小脑网络(CN)的影响。方法:15例患者接受静息态功能磁共振成像扫描。采用独立成分分析和配对样本t检验检测VNS前后DMN、FPN和CN活性的变化。结果:与术前相比,DMN左侧楔叶/楔前叶、左侧扣带正中回、左侧枕上/枕中回、右侧顶叶上回、右侧中央前/中央后回、右侧罗兰盖和右侧岛岛活动减弱,右侧边缘上回、左侧梭状回、右侧辅助运动区、左侧杏仁核、右侧额下回活动增强。FPN显示左侧楔叶、左侧扣带前回、右侧中央前回、左侧额中下回、右侧额中回、左侧颞上/中回、左侧枕上/中回、右侧顶叶上回活动减弱,右侧颞下回活动增强。患儿左侧额上回/中回、右侧额下回、左侧辅助运动区、左侧楔前叶、左侧中央后回、左侧枕中回、右侧颞中回、左侧下小脑活动减弱,双侧小脑上回、右侧梭状回活动增强。结论:VNS后DRE患者DMN、FPN和CN有明显变化。感觉运动、语言、记忆和情绪相关区域的抑制或激活可能是VNS的潜在神经机制。然而,上下小脑之间的对比活动模式需要进一步的研究。
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来源期刊
CiteScore
5.10
自引率
0.00%
发文量
132
审稿时长
2 months
期刊介绍: The International Journal of Neuroscience publishes original research articles, reviews, brief scientific reports, case studies, letters to the editor and book reviews concerned with problems of the nervous system and related clinical studies, epidemiology, neuropathology, medical and surgical treatment options and outcomes, neuropsychology and other topics related to the research and care of persons with neurologic disorders.  The focus of the journal is clinical and transitional research. Topics covered include but are not limited to: ALS, ataxia, autism, brain tumors, child neurology, demyelinating diseases, epilepsy, genetics, headache, lysosomal storage disease, mitochondrial dysfunction, movement disorders, multiple sclerosis, myopathy, neurodegenerative diseases, neuromuscular disorders, neuropharmacology, neuropsychiatry, neuropsychology, pain, sleep disorders, stroke, and other areas related to the neurosciences.
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