网络控制理论揭示了三叉神经痛异常的连接组可控性。

IF 7.9 1区 医学 Q1 CLINICAL NEUROLOGY
Tiantian Chu, Juan Peng, Feng Gao, Fei Xiong, Ye Tu
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引用次数: 0

摘要

背景:三叉神经痛(TN)涉及三叉神经系统以外的复杂神经网络改变。网络控制理论(NCT)提供了一个新的框架来量化大脑网络结构如何约束神经动力学。本研究研究了TN的结构网络可控性,以阐明大脑网络控制特性的疾病特异性改变。方法:82例TN患者和42例健康对照(hc)行弥散张量成像。结构连接体使用确定性神经束造影构建,并与脑网图谱进行分割。在全脑、网络和区域水平上计算平均可控性(AC)和模态可控性(MC),前者反映了驱动网络进入可达状态的难易程度,后者表明了艰难状态转换的能力。研究了年龄对可控性的影响。结果:与hc相比,TN患者全脑AC显著降低(P = 0.009), MC显著升高(P = 0.009)。网络水平分析显示,背侧注意网络(P = 0.018)和默认模式网络(P = 0.009)的AC减少,MC增加,皮质下区域的AC减少(P = 0.041)。错误发现率校正后没有区域差异。值得注意的是,在多个网络中,可控性指标与TN患者的年龄显著相关,而hc没有显示年龄相关。疼痛侧边性和神经血管压迫均不影响可控性模式。结论:TN具有异常的网络可控性特征,表现为日常状态转换效率降低,网络控制能量需求增加。TN中独特的年龄可控性关系表明,网络动力学的疾病特异性改变不同于正常衰老。这些发现确立了NCT作为理解TN病理生理的一个有价值的框架,并强调了该疾病的网络水平而不是局灶性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Network control theory uncovers aberrant connectome controllability in trigeminal neuralgia.

Network control theory uncovers aberrant connectome controllability in trigeminal neuralgia.

Network control theory uncovers aberrant connectome controllability in trigeminal neuralgia.

Network control theory uncovers aberrant connectome controllability in trigeminal neuralgia.

Background: Trigeminal neuralgia (TN) involves complex neural network alterations beyond the trigeminal system. Network Control Theory (NCT) offers a novel framework to quantify how brain network architecture constrains neural dynamics. This study investigated structural network controllability in TN to elucidate disease-specific alterations in brain network control properties.

Methods: Eighty-two TN patients and 42 healthy controls (HCs) underwent diffusion tensor imaging. Structural connectomes were constructed using deterministic tractography and parcellated with the Brainnetome atlas. Average controllability (AC), reflecting the ease of driving networks toward accessible states, and modal controllability (MC), indicating the capacity for difficult state transitions, were calculated at whole-brain, network, and regional levels. Age-related effects on controllability were examined.

Results: TN patients demonstrated significantly reduced whole-brain AC (P = 0.009) and increased MC (P = 0.009) compared to HCs. Network-level analyses revealed decreased AC and increased MC in the dorsal attention network (P = 0.018) and default mode network (P = 0.009), with reduced AC in subcortical regions (P = 0.041). No regional differences survived False Discovery Rate correction. Notably, controllability metrics correlated significantly with age in TN patients across multiple networks, whereas HCs showed no age-related correlations. Neither pain laterality nor neurovascular compression influenced controllability patterns.

Conclusions: TN is characterized by aberrant network controllability, manifesting as reduced efficiency in routine state transitions and increased energy requirements for network control. The unique age-controllability relationship in TN suggests disease-specific alterations in network dynamics distinct from normal aging. These findings establish NCT as a valuable framework for understanding TN pathophysiology and highlight the disorder's network-level rather than focal nature.

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来源期刊
Journal of Headache and Pain
Journal of Headache and Pain 医学-临床神经学
CiteScore
11.80
自引率
13.50%
发文量
143
审稿时长
6-12 weeks
期刊介绍: The Journal of Headache and Pain, a peer-reviewed open-access journal published under the BMC brand, a part of Springer Nature, is dedicated to researchers engaged in all facets of headache and related pain syndromes. It encompasses epidemiology, public health, basic science, translational medicine, clinical trials, and real-world data. With a multidisciplinary approach, The Journal of Headache and Pain addresses headache medicine and related pain syndromes across all medical disciplines. It particularly encourages submissions in clinical, translational, and basic science fields, focusing on pain management, genetics, neurology, and internal medicine. The journal publishes research articles, reviews, letters to the Editor, as well as consensus articles and guidelines, aimed at promoting best practices in managing patients with headaches and related pain.
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