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病例报告:动态功能连接分析在腰椎手术后失败综合征患者中的应用前景

Case report: The promising application of dynamic functional connectivity analysis on an individual with failed back surgery syndrome.

作者信息

Miao Jingya, Ailes Isaiah, Krisa Laura, Fleming Kristen, Middleton Devon, Talekar Kiran, Natale Peter, Mohamed Feroze B, Hines Kevin, Matias Caio M, Alizadeh Mahdi

机构信息

Department of Neurosurgery, Thomas Jefferson University, Philadelphia, PA, United States.

College of Osteopathic Medicine of the Pacific, Western University of Health Sciences, Pomona, CA, United States.

出版信息

Front Neurosci. 2022 Sep 23;16:987223. doi: 10.3389/fnins.2022.987223. eCollection 2022.

Abstract

Failed back surgery syndrome (FBSS), a chronic neuropathic pain condition, is a common indication for spinal cord stimulation (SCS). However, the mechanisms of SCS, especially its effects on supraspinal/brain functional connectivity, are still not fully understood. Resting state functional magnetic resonance imaging (rsfMRI) studies have shown characteristics in patients with chronic low back pain (cLBP). In this case study, we performed rsfMRI scanning (3.0 T) on an FBSS patient, who presented with chronic low back and leg pain following her previous lumbar microdiscectomy and had undergone permanent SCS. Appropriate MRI safety measures were undertaken to scan this subject. Seed-based functional connectivity (FC) was performed on the rsfMRI data acquired from the FBSS subject, and then compared to a group of 17 healthy controls. Seeds were identified by an atlas of resting state networks (RSNs), which is composed of 32 regions grouped into 8 networks. Sliding-window method and k-means clustering were used in dynamic FC analysis, which resulted in 4 brain states for each group. Our results demonstrated the safety and feasibility of 3T MRI scanning in a patient with implanted SCS system. Compared to the brain states of healthy controls, the FBSS subject presented very different FC patterns in less frequent brain states. The mean dwell time of brain states showed distinct distributions: the FBSS subject seemed to prefer a single state over the others. Although future studies with large sample sizes are needed to make statistical conclusions, our findings demonstrated the promising application of dynamic FC to provide more granularity with FC changes associated with different brain states in chronic pain.

摘要

失败的脊柱手术综合征(FBSS)是一种慢性神经性疼痛疾病,是脊髓刺激(SCS)的常见适应症。然而,SCS的机制,尤其是其对脊髓上/脑功能连接的影响,仍未完全了解。静息态功能磁共振成像(rsfMRI)研究已显示出慢性腰痛(cLBP)患者的特征。在本病例研究中,我们对一名FBSS患者进行了rsfMRI扫描(3.0 T),该患者在先前的腰椎显微椎间盘切除术后出现慢性腰腿痛,并已接受永久性SCS治疗。采取了适当的MRI安全措施对该受试者进行扫描。对从FBSS受试者获取的rsfMRI数据进行基于种子的功能连接(FC)分析,然后与一组17名健康对照进行比较。种子由静息态网络(RSN)图谱确定,该图谱由32个区域组成,分为8个网络。动态FC分析采用滑动窗口法和k均值聚类,每组产生4种脑状态。我们的结果证明了在植入SCS系统的患者中进行3T MRI扫描的安全性和可行性。与健康对照的脑状态相比,FBSS受试者在较少出现的脑状态中呈现出非常不同的FC模式。脑状态的平均停留时间显示出明显的分布:FBSS受试者似乎比其他状态更喜欢单一状态。尽管需要未来进行大样本研究才能得出统计学结论,但我们的研究结果证明了动态FC在提供与慢性疼痛中不同脑状态相关的FC变化的更多细节方面的应用前景。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/871e/9537947/e94e68a2d4f2/fnins-16-987223-g001.jpg

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