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Cognitive Neurodynamics
Erschienen in: Cognitive Neurodynamics 5/2014

01.10.2014 | Research Article

WLPVG approach to the analysis of EEG-based functional brain network under manual acupuncture

verfasst von: Xin Pei, Jiang Wang, Bin Deng, Xile Wei, Haitao Yu

Erschienen in: Cognitive Neurodynamics | Ausgabe 5/2014

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Abstract

Functional brain network, one of the main methods for brain functional studies, can provide the connectivity information among brain regions. In this research, EEG-based functional brain network is built and analyzed through a new wavelet limited penetrable visibility graph (WLPVG) approach. This approach first decompose EEG into δ, θ, α, β sub-bands, then extracting nonlinear features from single channel signal, in addition forming a functional brain network for each sub-band. Manual acupuncture (MA) as a stimulation to the human nerve system, may evoke varied modulating effects in brain activities. To investigating whether and how this happens, WLPVG approach is used to analyze the EEGs of 15 healthy subjects with MA at acupoint ST36 on the right leg. It is found that MA can influence the complexity of EEG sub-bands in different ways and lead the functional brain networks to obtain higher efficiency and stronger small-world property compared with pre-acupuncture control state.
Vorheriger Artikel Determination of the effects on learning and memory performance and related gene expressions of clothianidin in rat models
Nächster Artikel Stability of delayed memristive neural networks with time-varying impulses

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Literatur
Achard S, Salvador R, Whitcher B, Suckling J, Bullmore E (2006) A resilient low-frequency, small-world human brain functional network with highly connected association cortical hubs. J Neurosci 26:63–72PubMedCrossRef
Adeli H, Ghosh-Dastidar S, Dadmehr N (2007) A wavelet-chaos methodology for analysis of EEGs and EEG subbands to detect seizure and epilepsy. IEEE Trans Biomed Eng 54(2):205–211PubMedCrossRef
Chen AC, Liu FJ, Wang L, Arendt-Nielsen L (2006) Mode and site of acupuncture modulation in the human brain: 3D (124-ch) EEG power spectrum mapping and source imaging. Neuroimage 29:1080–1091PubMedCrossRef
Delorme A, Makeig S (2004) EEGLAB: an open source toolbox for analysis of single-trial EEG dynamics. J Neurosci Methods 134:9–21PubMedCrossRef
Dijkstra EW (1959) A note on two problems in connexion with graphs. Numer Math 1:269–271CrossRef
Ernst M, Lee MHM (1986) Sympathetic effects of manual and electrical acupuncture of the Tsusanli knee point: comparison with the Hoku hand point sympathetic effects. Exp Neurol 94:1–10PubMedCrossRef
Feng Y, Bai L, Ren Y, Wang H, Liu Z, Zhang W, Tian J (2011) Investigation of the large-scale functional brain networks modulated by acupuncture. Magn Reson Imaging 29:958–965PubMedCrossRef
Friston KJ (1994) Functional and effective connectivity in neuroimaging: a synthesis. Hum Brain Mapp 2:56–78CrossRef
Gevins A (1998) The future of electroencephalography in assessing neurocognitive functioning. Electroencephalogr Clin Neurophysiol 106(2):165–172PubMedCrossRef
Guo-Sheng Yi, Jiang Wang, Bin Deng et al (2013a) Modulation of electroencephalograph activities by manual acupuncture stimulation in healthy subjects: an autoregressive spectral analysis. Chin Phys B 22(2):028703CrossRef
Guo-Sheng Yi, Jiang Wang, Chun-Xiao Han et al (2013b) Modulation of brain functional connectivity with manual acupuncture in healthy subjects: an electroencephalograph case studying. Chin Phys B 22(2):028702CrossRef
Han JS, Wu LZ, Cui CL (1994) Heroin addicts treated with transcutaneous electrical nerve stimulation of identified frequencies. Regul Pept 54:115–116CrossRef
Hong-Rui Bian, Jiang Wang, Chun-Xiao Han et al (2011) Features extraction from EEG signals induced by acupuncture based on the complexity analysis. Acta Phys Sin 60(11):118701
Hui KK, Liu J, Makris N, Gollub RL, Chen AJ, Moore CI, Kennedy DN, Rosen BR, Kwong KK (2000) Acupuncture modulates the limbic system and subcortical gray structures of the human brain: evidence from fMRI studies in normal subjects. Hum Brain Mapp 9:13–25. doi:10.​1002/​(SICI)1097-0193 PubMedCrossRef
Humphries MD, Gurney K, Prescott TJ (2006) The brainstem reticular formation is a small-world, not scale-free, network. Proc Biol Sci 273:503–511PubMedCentralPubMedCrossRef
Kim J, Wilhelm T (2008) What is a complex graph? Phys A: Stat Mech Appl 387:2637–2652CrossRef
Lacasa L, Luque B, Ballesteros F, Luque J, Nuno JC (2008) From time series to complex networks: the visibility graph. Proc Natl Acad Sci USA 105(13):4972–4975PubMedCentralPubMedCrossRef
Lacasa L, Luque B, Luque J, Nuno JC (2009) The visibility graph: a new method for estimating the Hurst exponent of fractional Brownian motion. Europhys Lett 86(3):30001–30004CrossRef
Litscher G, Cho ZH (2000) Computer-controlled acupuncture. Pabst Science Publishers, Lengerich
Pereda E, Quiroga RQ, Bhattacharya J (2005) Nonlinear multivariate analysis of neurophysiological signals. Prog Neurobiol 77:1–37PubMedCrossRef
Ponten SC, Bartolomei F, Stam CJ (2007) Small-world networks and epilepsy: graph theoretical analysis of intracerebrally recorded mesial temporal lobe seizures. Clin Neurophysiol 118:918–927PubMedCrossRef
Qing-Fang Meng, Wei-Dong Zhou, Yue-Hui Chen et al (2010) The feature extraction of epileptic EEG signals based on nonlinear prediction. Acta Phys Sin 59(1):123–130
Rapp PE (1993) Chaos in the neurosciences: cautionary tales from the frontier. Biologist 40:89–94
Rapp PE, Albano AM, Schmah TI, Farwell LA (1993) Filtered noise can mimic low dimensional chaotic attractors. Phys Rev E 47(4):2289–2297CrossRef
Sakai S, Hori E, Umeno K, Kitabayashi N, Ono T, Nishijo H (2007) Specific acupuncture sensation correlates with EEGs and autonomic changes in human subjects. Auton Neurosci 133(2):158–169PubMedCrossRef
Smit DJA, Stam CJ, Posthuma D, Boomsma DI, de Geus EJC (2008) Heritability of small-world networks in the brain: a graph theoretical analysis of resting-state EEG functional connectivity. Hum Brain Mapp 29:1368–1378. doi:10.​1002/​hbm.​20468 PubMedCrossRef
Stam CJ (2005) Nonlinear dynamical analysis of EEG and MEG: review of an emerging field. Clin Neurophysiol 116(10):2266–2301PubMedCrossRef
Stam CJ, Jones BF, Nolte G, Breakspear M, Scheltens P (2007) Small-world networks and functional connectivity in Alzheimer’s disease. Cereb Cortex 17:92–99PubMedCrossRef
Stam CJ, de Haan W, Daffertshofer A, Jones BF, Manshanden I, van Cappellen van Walsum AM, Montez T, Verbunt JPA, de Munck JC, van Dijk BW, Berendse HW, Scheltens P (2009) Graph theoretical analysis of magnetoencephalographic functional connectivity in Alzheimer’s disease. Brain 32(1):213–224
Terry JR, Anderson C, Horne JA (2004) Nonlinear analysis of EEG during NREM sleep reveals changes in functional connectivity due to natural aging. Hum Brain Mapp 23:73–84. doi:10.​1002/​hbm.​20052 PubMedCrossRef
Ting-Ting Zhou, Ning-De Jin, Zhong-Ke Gao et al (2012) Limited penetrable visibility graph for establishing complex network from time series. Acta Phys Sin 61(3):030506
Wu LZ, Cui CL, Tian JB, Ji D, Han JS (1999) Suppression of morphine withdrawal by electroacupuncture in rats: dynorphin and kappaopioid receptor implicated. Brain Res 851:290–296PubMedCrossRef
Xiao-Ling Fang, Zong-Lai Jiang (2007) Analysis of functional brain network based on electroencephalogram. Acta Phys Sin 56(12):7330–7338
Xi-Liu Luo, Jiang Wang, Chun-Xiao Han et al (2012) Characteristics analysis of acupuncture electroencephalograph based on mutual information Lempel–Ziv complexity. Chin Phys B 21(2):028701CrossRef
Yang J, Liu WY, Song CY (1989) Effect of acupuncture of zusanli (St.36) on the content of beta-endorphin of the gastrointestinal tract in rats. Zhong Xi Yi Jie He Za Zhi 9(677–678):646
Yoshimoto K, Kato B, Sakai K, Shibata M, Yano T, Yasuhara M (2001) Electroacupuncture stimulation suppresses the increase in alcoholdrinking behavior in restricted rats. Alcohol Clin Exp Res 25:63–68CrossRef
Yu Y, Kasahara T, Sato T, Asano K, Yu G, Fang J, Guo S, Sahara M, Hisamitsu T (1998) Role of endogenous interferon-gamma on the enhancement of splenic NK cell activity by electroacupuncture stimulation in mice. J Neuroimmunol 90:176–186PubMedCrossRef
Zhang XH, Yang KN, Li XM, Ma WB (1989) The effects of moxibustion at zusanli point on serum endocrine hormones of rats. Chen Tzu Yen Chiu 14:442–445PubMed
Zhang J, Luo X, Nakamura T, Sun J, Small M (2007) Detecting temporal and spatial correlations in pseudoperiodic time series. Phys Rev E 75:016218CrossRef
Zhang J, Sun J, Luo X, Zhang K, Nakamura T, Small M (2008) Characterizing topology of pseudoperiodic time series via complex network approach. Phys D 237:2856–2865CrossRef
Zhang Y, Li KS, Ren Y, Cui FY, Xie ZJ, Shin JY, Tan ZJ, Tang LX, Bai LJ, Zou YH (2014) Acupuncture modulates the functional connectivity of the default mode network in stroke patients. Evid Based Complement Alternat Med. 11, Article ID: 765413, 7 p
Metadaten
Titel
WLPVG approach to the analysis of EEG-based functional brain network under manual acupuncture
verfasst von
Xin Pei
Jiang Wang
Bin Deng
Xile Wei
Haitao Yu
Publikationsdatum
01.10.2014
Verlag
Springer Netherlands
Erschienen in
Cognitive Neurodynamics / Ausgabe 5/2014
Print ISSN: 1871-4080
Elektronische ISSN: 1871-4099
DOI
https://doi.org/10.1007/s11571-014-9297-x

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