Life Sciences Research Center, School of Life Sciences and Technology, Xidian University, Xi'an, Shaanxi, China.
J Magn Reson Imaging. 2010 Aug;32(2):298-305. doi: 10.1002/jmri.22238.
To evaluate the extent of individual differences of functional MRI (fMRI) signal changes induced by acupuncture stimulation.
Acupuncture at ST36 and checkerboard stimulation was applied to 16 subjects. We calculated the mean distance using beta values in a generalized linear model (GLM) analysis and employed it to study the group homogeneity by detecting the outliers.
A more significant individual difference was presented in acupuncture stimulation compared with visual stimulation through evaluation of the mean distance. From the group results, we found that the activations were more significant in the homogeneous group results. Combining the behavior and fMRI results, there was no direct correlation between deqi index and mean distance in acupuncture stimulation. The deqi index of the outlier was in the normal range and did not differ significantly from others.
Traditional group results without removing outliers were not sensitive enough to detect the real acupuncture effect. We suggest that individual difference should be taken into consideration for future acupuncture studies. Also, group analysis paralleled with individual analysis is critical for a full understanding of acupuncture effects.
评估针刺刺激引起的功能磁共振成像(fMRI)信号变化的个体差异程度。
对 16 名受试者进行 ST36 针刺和棋盘式刺激。我们使用广义线性模型(GLM)分析中的β值计算平均值距离,并通过检测异常值来研究组内同质性。
通过评估平均值距离,发现与视觉刺激相比,针刺刺激的个体差异更明显。从组内结果来看,我们发现同质组内的激活更显著。将行为和 fMRI 结果相结合,发现针刺刺激中的得气指数与平均值距离之间没有直接相关性。异常值的得气指数在正常范围内,与其他人没有显著差异。
未去除异常值的传统组内结果对于检测真实的针刺效果不够敏感。我们建议,在未来的针刺研究中应考虑个体差异。此外,对于全面了解针刺效果,组内分析与个体分析并行至关重要。