基于 fNIRS 的功能连接标志着 DBS 治疗后意识障碍患者的恢复。
fNIRS-based functional connectivity signifies recovery in patients with disorders of consciousness after DBS treatment.
机构信息
College of Artificial Intelligence, Nankai University, Tianjin 300350, China; Tianjin Key Laboratory of Intelligent Robotics, Nankai University, Tianjin 300350, China.
Department of Neurosurgery, Tianjin Huanhu Hospital, Tianjin 300350, China.
出版信息
Clin Neurophysiol. 2023 Mar;147:60-68. doi: 10.1016/j.clinph.2022.12.011. Epub 2023 Jan 16.
OBJECTIVE
While deep brain stimulation (DBS) has proved effective for certain patients with disorders of consciousness (DOC), the working neural mechanism is not clear, the response varies for patients, and the assessment is inadequate. This paper aims to quantify the DBS-induced changes of consciousness in DOC patients at the neural functional level.
METHODS
Ten DOC patients were included for DBS surgery. The DBS target was the right centromedian-parafascicular (CM-pf) nuclei for four patients and the bilateral CM-pf nuclei for six patients. Functional near-infrared spectroscopy (fNIRS) was taken to measure the neural activation of patients, in parallel with Coma Recovery Scale-Revised (CRS-R), before the DBS surgery and one month after. The fNIRS signals were recorded from the frontal, parietal, and occipital lobes. Functional connectivity analysis quantified the communication between brain regions, area communication strength, and global communication efficiency. Linear regression analysis was conducted between the changes of indices based on functional connectivity analysis and the changes of the CRS-R index.
RESULTS
Patients with trauma (n = 4) exhibited a greater increase of CRS-R scores after DBS treatment compared with patients with hemorrhage (n = 4) and brainstem infarction (n = 2). Global communication efficiency changed consistently with the CRS-R index (slope = 57.384, p < 0.05, R=0.483). No significant relationship was found between the changes of area communication strength of six brain lobes and the changes of the CRS-R index.
CONCLUSIONS
The cause of DOC is essential for the outcome of DBS treatment, and brain communication efficiency is a promising functional marker for DOC recovery.
SIGNIFICANCE
fNIRS-based functional connectivity analysis on brain network signifies changes of consciousness in DOC patients after DBS treatment.
目的
尽管深部脑刺激(DBS)已被证明对某些意识障碍(DOC)患者有效,但该治疗的神经机制尚不清楚,不同患者的反应存在差异,评估也不充分。本文旨在从神经功能水平量化 DBS 对 DOC 患者意识的影响。
方法
纳入 10 名接受 DBS 手术的 DOC 患者。DBS 靶点为 4 名患者的右侧中央中核-旁正中核(CM-pf)和 6 名患者的双侧 CM-pf 核。在 DBS 手术前和手术后 1 个月,使用功能近红外光谱(fNIRS)同时测量患者的神经激活情况和修订后的昏迷恢复量表(CRS-R)评分。fNIRS 信号从前额、顶叶和枕叶记录。功能连接分析量化了大脑区域之间的通讯、区域通讯强度和全局通讯效率。对基于功能连接分析的指标变化与 CRS-R 指数变化之间进行线性回归分析。
结果
外伤性 DOC 患者(n=4)在 DBS 治疗后的 CRS-R 评分增加幅度大于出血性 DOC 患者(n=4)和脑干梗死性 DOC 患者(n=2)。全局通讯效率与 CRS-R 指数的变化一致(斜率=57.384,p<0.05,R=0.483)。六个脑叶的区域通讯强度变化与 CRS-R 指数变化之间无显著相关性。
结论
DOC 的病因对 DBS 治疗的效果至关重要,大脑通讯效率是 DOC 恢复的有前途的功能标志物。
意义
基于 fNIRS 的脑网络功能连接分析标志着 DBS 治疗后 DOC 患者意识的变化。