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J Magn Reson Imaging · Mar 2012
Modulatory effects of acupuncture on resting-state networks: a functional MRI study combining independent component analysis and multivariate Granger causality analysis.
- Chongguang Zhong, Lijun Bai, Ruwei Dai, Ting Xue, Hu Wang, Yuanyuan Feng, Zhenyu Liu, Youbo You, Shangjie Chen, and Jie Tian.
- Medical Image Processing Group, Institute of Automation, Chinese Academy of Sciences, Beijing, China.
- J Magn Reson Imaging. 2012 Mar 1; 35 (3): 572-81.
PurposeTo 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 MethodsNeedling 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.ResultsFollowing 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.ConclusionThe 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.Copyright © 2011 Wiley-Liss, Inc.
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