Brain Networks With Modified Connectivity in Patients With Neuropathic Pain and Spinal Cord Injury.

IF 1.6 4区 医学 Q3 CLINICAL NEUROLOGY Clinical EEG and Neuroscience Pub Date : 2024-01-01 Epub Date: 2021-10-29 DOI:10.1177/15500594211051485
Muhammad A Hasan, Parisa Sattar, Saad A Qazi, Matthew Fraser, Aleksandra Vuckovic
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Abstract

Background. Neuropathic pain (NP) following spinal cord injury (SCI) affects the quality of life of almost 40% of the injured population. The modified brain connectivity was reported under different NP conditions. Therefore, brain connectivity was studied in the SCI population with and without NP with the aim to identify networks that are altered due to injury, pain, or both. Methods. The study cohort is classified into 3 groups, SCI patients with NP, SCI patients without NP, and able-bodied. EEG of each participant was recorded during motor imagery (MI) of paralyzed and painful, and nonparalyzed and nonpainful limbs. Phased locked value was calculated using Hilbert transform to study altered functional connectivity between different regions. Results. The posterior region connectivity with frontal, fronto-central, and temporal regions is strongly decreased mainly during MI of dominant upper limb (nonparalyzed and nonpainful limbs) in SCI no pain group. This modified connectivity is prominent in the alpha and high-frequency bands (beta and gamma). Moreover, oscillatory modified global connectivity is observed in the pain group during MI of painful and paralyzed limb which is more evident between fronto-posterior, frontocentral-posterior, and within posterior and within frontal regions in the theta and SMR frequency bands. Cluster coefficient and local efficiency values are reduced in patients with no reported pain group while increased in the PWP group. Conclusion. The altered theta band connectivity found in the fronto-parietal network along with a global increase in local efficiency is a consequence of pain only, while altered connectivity in the beta and gamma bands along with a decrease in cluster coefficient values observed in the sensory-motor network is dominantly a consequence of injury only. The outcomes of this study may be used as a potential diagnostic biomarker for the NP. Further, the expected insight holds great clinical relevance in the design of neurofeedback-based neurorehabilitation and connectivity-based brain-computer interfaces for SCI patients.

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神经性疼痛和脊髓损伤患者脑网络连接改变。
背景。脊髓损伤(SCI)后神经性疼痛(NP)影响了近40%的受伤人群的生活质量。不同NP条件下脑连通性的改变。因此,我们研究了有和没有NP的SCI人群的大脑连接,目的是确定由于损伤、疼痛或两者兼而有之而改变的网络。方法。研究队列分为有NP的SCI患者、无NP的SCI患者和健全人3组。在瘫痪和疼痛、非瘫痪和非疼痛肢体运动想象(MI)时记录每个参与者的脑电图。利用希尔伯特变换计算锁相值,研究不同区域间功能连通性的变化。结果。在脊髓损伤无疼痛组中,后侧区域与额、额中央和颞区的连通性主要在优势上肢(非瘫痪和无痛肢体)发生MI时强烈下降。这种改变后的连通性在α和高频波段(β和γ)尤为突出。此外,疼痛组在疼痛肢体和瘫痪肢体的MI期间观察到振荡修饰的整体连通性,其在theta和SMR频段的额-后部、额-中央-后部以及后部和额区之间更为明显。聚类系数和局部效率值在无疼痛报告组中降低,而在PWP组中升高。结论。在额顶网络中发现的θ波段连通性的改变以及局部效率的整体提高仅是疼痛的结果,而在感觉-运动网络中观察到的β和γ波段连通性的改变以及簇系数值的降低主要是损伤的结果。这项研究的结果可能被用作NP的潜在诊断生物标志物。此外,这一发现对于设计基于神经反馈的脊髓损伤患者神经康复和基于连接的脑机接口具有重要的临床意义。
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来源期刊
Clinical EEG and Neuroscience
Clinical EEG and Neuroscience 医学-临床神经学
CiteScore
5.20
自引率
5.00%
发文量
66
审稿时长
>12 weeks
期刊介绍: Clinical EEG and Neuroscience conveys clinically relevant research and development in electroencephalography and neuroscience. Original articles on any aspect of clinical neurophysiology or related work in allied fields are invited for publication.
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