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针刺对静息态网络的调制作用:一项结合独立成分分析和多元 Granger 因果分析的功能磁共振成像研究。

Modulatory effects of acupuncture on resting-state networks: a functional MRI study combining independent component analysis and multivariate Granger causality analysis.

机构信息

Medical Image Processing Group, Institute of Automation, Chinese Academy of Sciences, Beijing, China.

出版信息

J Magn Reson Imaging. 2012 Mar;35(3):572-81. doi: 10.1002/jmri.22887. Epub 2011 Nov 8.

Abstract

PURPOSE

To investigate acupuncture specificity by exploring causal relationships of brain networks following acupuncture at GB40 (Qiuxu), with the acupoint KI3 (Taixi) as a control (belonging to the same nerve segment but different meridians).

MATERIALS AND METHODS

Needling at acupoints GB40 and KI3 was performed in 12 subjects separately. The specific coherent patterns, resting-state networks (RSNs), were retrieved by independent component analysis (ICA) from functional magnetic resonance imaging (fMRI) data of resting state and post-acupuncture resting states, respectively. Then multivariate Granger causality analysis (mGCA) was applied to evaluate the effective connectivity within and among the detected RSNs-default model, memory, executive, auditory, and motor brain networks.

RESULTS

Following acupuncture at GB40, the strength of causal connectivity between the superior temporal gyrus (STG) and anterior insula was enhanced, while the connection strength between the STG and postcentral gyrus increased following acupuncture at KI3. Additionally, the causal influences within the auditory network increased following acupuncture at GB40, in comparison with the executive network following acupuncture at KI3.

CONCLUSION

The current study demonstrates that acupuncture at different acupoints could exert different modulatory effects on RSNs. Our findings may help to understand the neurophysiological mechanisms underlying acupuncture specificity.

摘要

目的

通过探索针刺 GB40(悬钟)和对照穴位 KI3(太溪)(属于同一神经节段但不同经络)后脑网络的因果关系,来研究针刺的特异性。

材料和方法

将针刺分别施于 12 名受试者的穴位 GB40 和 KI3。通过功能磁共振成像(fMRI)数据的静息状态和针刺后的静息状态,分别采用独立成分分析(ICA)来提取特定的相干模式,即静息态网络(RSN)。然后应用多元 Granger 因果分析(mGCA)来评估检测到的 RSN(默认模型、记忆、执行、听觉和运动脑网络)内和之间的有效连通性。

结果

针刺 GB40 后,上颞回(STG)和前岛叶之间的因果连通性增强,而针刺 KI3 后 STG 和后中央回之间的连接强度增加。此外,与针刺 KI3 后的执行网络相比,针刺 GB40 后听觉网络内的因果影响增加。

结论

本研究表明,针刺不同穴位可能对 RSN 产生不同的调节作用。我们的发现可能有助于理解针刺特异性的神经生理机制。

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