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苍白球深部脑刺激对帕金森病患者静息状态功能连接的频率依赖性改变。

BOLD frequency-dependent alterations in resting-state functional connectivity by pallidal deep brain stimulation in patients with Parkinson's disease.

机构信息

1School of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai.

Departments of2Neurosurgery and.

出版信息

J Neurosurg. 2023 Mar 3;139(5):1354-1365. doi: 10.3171/2023.1.JNS221858. Print 2023 Nov 1.

Abstract

OBJECTIVE

Functional MRI (fMRI) has been used to investigate the therapeutic mechanisms underlying deep brain stimulation (DBS) for Parkinson's disease (PD). However, the alterations in stimulation site-seeded functional connectivity induced by DBS at the internal globus pallidus (GPi) remain unclear. Furthermore, whether DBS-modulated functional connectivity is differentially affected within particular frequency bands remains unknown. The present study aimed to reveal the alterations in stimulation site-seeded functional connectivity induced by GPi-DBS and to examine whether there exists a frequency band effect in blood oxygen level-dependent (BOLD) signals related to DBS.

METHODS

Patients with PD receiving GPi-DBS (n = 28) were recruited for resting-state fMRI with DBS on and DBS off under a 1.5-T MR scanner. Age- and sex-matched healthy controls (n = 16) and DBS-naïve PD patients (n = 24) also received fMRI scanning. The alterations in stimulation site-seeded functional connectivity in the stimulation-on state versus stimulation-off state, as well as the relationship between alterations in connectivity and improvement in motor function induced by GPi-DBS, were examined. Furthermore, the modulatory effect of GPi-DBS on the BOLD signals within the 4 frequency subbands (slow-2 to slow-5) was investigated. Finally, the functional connectivity of the motor-related network, consisting of multiple cortical and subcortical regions, was also examined among the groups. In this study, p < 0.05 with Gaussian random field correction indicates statistical significance.

RESULTS

Functional connectivity seeding from the stimulation site (i.e., the volume of tissue activated [VTA]) increased in the cortical sensorimotor areas and decreased in the prefrontal regions with GPi-DBS. Alterations in connectivity between the VTA and the cortical motor areas were correlated with motor improvement by pallidal stimulation. The alterations in connectivity were dissociable between the frequency subbands in the occipital and cerebellar areas. The motor network analysis indicated decreased connectivity among most cortical and subcortical regions but increased connectivity between the motor thalamus and the cortical motor area in patients with GPi-DBS compared with those in DBS-naïve patients. The DBS-induced decrease in several cortical-subcortical connectivities within the slow-5 band correlated with motor improvement with GPi-DBS.

CONCLUSIONS

These findings indicate that the alterations in functional connectivity from the stimulation site to the cortical motor areas, as well as multiple connectivities among the motor-related network, were associated with the efficacy of GPi-DBS for PD. Furthermore, the changing pattern of functional connectivity within the 4 BOLD frequency subbands is partially dissociable.

摘要

目的

功能磁共振成像(fMRI)已被用于研究深部脑刺激(DBS)治疗帕金森病(PD)的机制。然而,内苍白球(GPi)DBS 刺激部位引发的刺激部位种子功能连接的改变仍不清楚。此外,DBS 调节的功能连接是否在特定频带内受到不同影响尚不清楚。本研究旨在揭示 GPi-DBS 诱导的刺激部位种子功能连接的改变,并研究与 DBS 相关的血氧水平依赖(BOLD)信号中是否存在频带效应。

方法

招募了 28 例接受 GPi-DBS 的 PD 患者(n=28),在 1.5TMR 扫描仪上进行静息状态 fMRI 扫描,同时进行 DBS 开启和关闭。还招募了 16 名年龄和性别匹配的健康对照者(n=16)和 24 名 DBS 初治 PD 患者(n=24)进行 fMRI 扫描。检查了刺激开启状态与刺激关闭状态下刺激部位种子功能连接的改变,以及 GPi-DBS 诱导的运动功能改善与连接改变之间的关系。此外,还研究了 GPi-DBS 对 4 个频带(慢 2 至慢 5)内 BOLD 信号的调制作用。最后,还在组间检查了由多个皮质和皮质下区域组成的运动相关网络的功能连接。在本研究中,经高斯随机场校正后 p<0.05 表示具有统计学意义。

结果

GPi-DBS 时,刺激部位(即激活的组织体积[VTA])种子的功能连接在皮质感觉运动区增加,在前额皮质区减少。刺激部位与皮质运动区之间的连接改变与苍白球刺激的运动改善相关。连接的改变在枕叶和小脑区的频带之间是可分离的。运动网络分析表明,与 DBS 初治患者相比,接受 GPi-DBS 的患者皮质和皮质下区域之间的大多数连接减少,但运动丘脑与皮质运动区之间的连接增加。GPi-DBS 诱导的几个皮质-皮质下连接的减少与 GPi-DBS 治疗 PD 的运动改善相关。

结论

这些发现表明,刺激部位到皮质运动区的功能连接改变,以及运动相关网络之间的多种连接,与 GPi-DBS 治疗 PD 的疗效有关。此外,BOLD 四个频带内功能连接的变化模式部分可分离。

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