Department of Neurosurgery, Meiji University of Integrative Medicine, Hiyoshi-cho, Nantan-shi, Kyoto 629-0392, Japan.
Magn Reson Med Sci. 2013;12(2):121-7. doi: 10.2463/mrms.2012-0070. Epub 2013 May 10.
We used deconvolution analysis to examine temporal changes in brain activity after acupuncture stimulation and assess brain responses without expected reference functions. We also examined temporal changes in brain activity after sham acupuncture (noninsertive) and scrubbing stimulation. We divided 26 healthy right-handed adults into a group of 13 who received real acupuncture with manual manipulation and a group of 13 who received both tactical stimulations. Functional magnetic resonance imaging (fMRI) sequences consisted of four 15-s stimulation blocks (ON) interspersed between one 30-s and four 45-s rest blocks (OFF) for a total scanning time of 270 s. We analyzed data by using Statistical Parametric Mapping 8 (SPM8), MarsBaR, and Analysis of Functional NeuroImages (AFNI) software. For statistical analysis, we used 3dDeconvolve, part of the AFNI package, to extract the impulse response functions (IRFs) of the fMRI signals on a voxel-wise basis, and we tested the time courses of the extracted IRFs for the stimulations. We found stimulus-specific impulse responses of blood oxygen level-dependent (BOLD) signals in various brain regions. We observed significantly delayed and long-sustained increases of BOLD signals in several brain regions following real acupuncture compared to sham acupuncture and palm scrubbing, which we attribute to peripheral nocireceptors, flare responses, and processing of the central nervous system. Acupuncture stimulation induced continued activity that was stronger than activity after the other stimulations. We used tent function deconvolution to process fMRI data for acupuncture stimulation and found delayed increasing and delayed decreasing changes in BOLD signal in the somatosensory areas and areas related to pain perception. Deconvolution analyses with tent functions are expected to be useful in extracting complicated and associated brain activity that is delayed and sustained for a long period after various stimulations.
我们使用去卷积分析来检查针刺刺激后大脑活动的时间变化,并评估没有预期参考功能的大脑反应。我们还检查了假针刺(非插入式)和擦洗刺激后大脑活动的时间变化。我们将 26 名健康的右利手成年人分为两组,一组 13 人接受手动操作的真实针刺,另一组 13 人接受两种策略性刺激。功能磁共振成像(fMRI)序列由四个 15 秒刺激块(ON)组成,夹在一个 30 秒和四个 45 秒休息块(OFF)之间,总扫描时间为 270 秒。我们使用统计参数映射 8(SPM8)、MarsBaR 和功能神经影像分析(AFNI)软件分析数据。对于统计分析,我们使用 3dDeconvolve,AFNI 包的一部分,在体素基础上提取 fMRI 信号的脉冲响应函数(IRF),并测试提取的刺激时间历程的 IRF。我们在各种大脑区域发现了与血氧水平依赖(BOLD)信号相关的刺激特异性脉冲响应。与假针刺和手掌擦洗相比,我们观察到真实针刺后几个大脑区域的 BOLD 信号明显延迟和持续时间延长,我们将其归因于外周伤害感受器、 flare 反应和中枢神经系统的处理。针刺刺激引起的持续活动比其他刺激后的活动更强。我们使用帐篷函数去卷积处理针刺刺激的 fMRI 数据,发现感觉区域和与疼痛感知相关的区域的 BOLD 信号出现延迟增加和延迟减少的变化。帐篷函数的去卷积分析有望用于提取各种刺激后延迟和持续时间长的复杂相关脑活动。