DocumentCode :
2481250
Title :
Exploring the evolution of post-acupuncture resting-state networks combining ICA and multivariate Granger causality
Author :
Zhong, Chongguang ; Bai, Lijun ; Dai, Ruwei ; Xue, Ting ; Feng, Yuanyuan ; Wang, Hu ; Liu, Zhenyu ; You, Youbo ; Tian, Jie
Author_Institution :
Intell. Med. Res. Center, Inst. of Autom., Beijing, China
fYear :
2011
fDate :
Aug. 30 2011-Sept. 3 2011
Firstpage :
2813
Lastpage :
2816
Abstract :
The sustained effects of acupuncture have been widely applied to clinical treatment, thus it can be assumed that the relatively functional specificity of acupoints may evolve as the function of time. In this study, we originally combined ICA and multivariate Granger causality analysis to explore the causal interactions within and among the post-acupuncture resting-state networks (RSNs) at a hearing-related acupoint GB40, with the cognition-related acupoint KI3 as a control. Following acupuncture at GB40, the superior temporal gyrus (STG) and anterior insula (AI) within auditory network appeared persistent bidirectional connection with maximal strength, and the interactions between the auditory network and others became more complex as time passed. For KI3, both the superior parietal lobule (SPL) and dorsolateral prefrontal cortex (DLPFC), as vital nuclei of cognitive function, emerged increased causal outflows and inflows as time went on. We concluded that acupuncture at different acupoints may exert different evolutive effects on causal interactions within and across the RSNs during segmented post-stimulus resting states.
Keywords :
biomedical MRI; brain; causality; cognition; hearing; image sequences; independent component analysis; medical image processing; patient treatment; 3D MRI sequences; GB40; ICA; anterior insula; auditory network; cognition; dorsolateral prefrontal cortex; hearing-related acupoint; multivariate Granger causality; post-acupuncture resting-state networks; superior parietal lobule; superior temporal gyrus; Artificial intelligence; Biomedical imaging; Head; Humans; Needles; Pain; USA Councils; Acupuncture; Adult; Female; Humans; Male; Meridians; Multivariate Analysis;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Engineering in Medicine and Biology Society, EMBC, 2011 Annual International Conference of the IEEE
Conference_Location :
Boston, MA
ISSN :
1557-170X
Print_ISBN :
978-1-4244-4121-1
Electronic_ISBN :
1557-170X
Type :
conf
DOI :
10.1109/IEMBS.2011.6090778
Filename :
6090778
Link To Document :
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