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神经系统在外部刺激下会呈现出丰富的放电模式,针刺作为对穴位的机械作用可以等效为对神经系统的一种外部刺激,在针刺刺激下神经系统会产生不规则的电信号.由于神经系统是高度复杂的非线性动力学系统,神经电信号具有很强的非线性,所以本文设计了提插补法、提插泻法、捻转补法、捻转泻法等四种针刺手法的动物实验,获取针刺大鼠足三里穴位的脊髓背根神经束动作电位序列.采用峰峰间期的思想,应用非线性时间序列的方法分析此动作电位序列,通过计算Lyapunov指数、关联维数以及Lempel-Ziv复杂度等参数,提取神经电信号的非线性特征,得到不同针刺手法的神经电信息的编码;并证明了针刺作用下脊髓背根的神经电信号具有明显的混沌特性.Neural system generates various kinds of fire patterns when stimulated by external or internal inputs. Acupuncture, as a mechanical action, is equivalent to an external stimulus to the neural system. When stimulated by the acupuncture, the neural system can evoke irregular electrical signals. Neural system is a complex nonlinear dynamic system that possesses strong nonlinear characteristic, so it is necessary to introduce the nonlinear time series analysis method to study the neural electrical signal. In this paper, an experiment is designed in which acupuncture is made at Zusanli with four different acupuncture manipulations to obtain action potentials on dorsal spinal nerve root. The concept of the interspike interval (ISI) is used for the study of the acupuncture electrical signals. Several nonlinear characteristic parameters are extracted, such as the Lyapunov exponent, correlation dimension and Lempel-Ziv complexity, and the neural coding of the electrical signal evoked by different acupuncture manipulations is obtained. It is also shown that under the effect of the acupuncture, the electrical signals of dorsal spinal nerve root based on acupuncture at Zusanli point has distinguished chaotic features.
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Keywords:
- acupuncture /
- neural electrical signals /
- nonlinear analysis /
- chaos
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[2] Zhang Y, Qin W, Liu P, Tian J, Liang J M, Karen V D, Liu Y J 2009 Neurosci. Lett. 449 6
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[17] Lempel A, Ziv J 1976 IEEE T. Inform. Theory 22 75
[18] Dong W J, Feng G L, Hou W 2005 Acta Phys. Sin. 54 3940 (in Chinese) [董文杰、封国林、侯 威 2005 54 3940]
[19] Zhang X Z 2007 Acta Phys. Sin. 56 3152 (in Chinese) [张佃中 2007 56 3152]
[20] Costa M, Goldberger A L, Peng C K 2002 Phys. Rev. Lett. 89 068102
[21] Gerold B, Ron S L, Parmananda P 2000 Phys. Rev. Lett. 84 4501
[22] Lai Y C, Harrison M A F, Frei M G, Osorio I 2003 Phys. Rev. Lett. 91 068102
[23] Hu S J, Xie Y, Xu J X, Yang H J 2002 Acta Phys. Sin. 51 205 (in Chinese) [胡三觉、谢 勇、徐健学、杨红军 2002 51 205]
[24] Du S D, He A J, Ning X B, Yang X D 2008 Acta Phys. Sin. 57 1514 (in Chinese) [都思丹、何爱军、宁新宝、杨小冬 2008 57 1514]
[25] Dong F, Jin N D, Zhao S 2007 Acta Phys. Sin. 56 720 (in Chinese) [董 芳、金宁德、赵 舒 2007 56 720]
[26] Shadlen M N, Newsome W T 1998 J. Neurosci. 18 3870
[27] Donoho D L 1995 IEEE T. Inform. Theory 5 613
[28] Small M, Yu D, Simonotto J, Harrison R G, Grubb N, Fox K A A 2002 Chaos Solition Fract. 13 1755
[29] Pradhan N, Sadasivan P K 1996 Comput. Biol. Med. 26 419
[30] Fraser A M, Swinney H L 1986 Phys. Rev. A 33 1134
[31] Cao L 1997 Physica D 110 43
[32] Abarbanel H D I, Kennel M B 1993 Phys. Rev. E 47 3057
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[1] Cho Z H, Chung S C, Jones J P, Park J B, Park H J, Lee H J, Wong E K, Min B I 1998 P. Natl. Acad. SCI USA 95 2670
[2] Zhang Y, Qin W, Liu P, Tian J, Liang J M, Karen V D, Liu Y J 2009 Neurosci. Lett. 449 6
[3] Fang S H 2005 Ph. D. Dissertation (Hangzhou: Zhejiang University) (in Chinese) [方松华 2005 博士学位论文 (杭州: 浙江大学)]
[4] Dong M H 2009 MS Thesis (Xi'an: Xidian University) (in Chinese) [董明皓 2009 硕士学位论文 (西安: 西安电子科技大学)]
[5] Gollub R L, Hui K K, Stefano G B 1999 Zhongguo Yao Li Xue Bao 20 769
[6] Wu M T, Hsieh J C, Xiong J, Yang C F, Pan H B, Chen Y C, Tsai G, Rosen B R, Kwong K K 1999 Radiology 212 133
[7] Shen J 2001 J. Altern. Complem. Med. 7 Suppl 1 S121
[8] Machens C K, Gollisch T, Kolesnikova O, Herz A V M 2005 Neuron 47 447
[9] Rabinovich M I, Varona P, Selverston A I, Abarbanel H D I 2006 Rev. Mod. Phys. 78 1213
[10] Izhikevich E M 2005 Dynamical Systems in Neuroscience: The Geometry of Excitability and Bursting (Cambridge: The MIT Press) p1
[11] Wolf A, Swift J B, Swinney H L, Vastano J A 1985 Physica D 16 285
[12] Shen H, Wang B J, Tang X W 2006 Chinese Journal of Medical Physics 3 216 (in Chinese) [沈 花、 王宝俊、 唐孝威 2006 中国医学物理学杂志 3 216]
[13] Grassberger P, Procaccia I 1983 Physica D 9 189
[14] Grassberger P, Procaccia I 1984 Physica D 13 34
[15] Liu J H, Zhang H G, Zhang J 2008 Acta Phys. Sin. 57 6868 (in Chinese) [刘金海、 张化光、 冯 健 2008 57 6868]
[16] He L, Du L, Zhuang Y Q, Chen C X, Wei T, Huang X J 2007 Acta Phys. Sin. 56 7176 (in Chinese) [何 亮、杜 磊、庄奕琪、陈春霞、卫 涛、黄小君 2007 56 7176]
[17] Lempel A, Ziv J 1976 IEEE T. Inform. Theory 22 75
[18] Dong W J, Feng G L, Hou W 2005 Acta Phys. Sin. 54 3940 (in Chinese) [董文杰、封国林、侯 威 2005 54 3940]
[19] Zhang X Z 2007 Acta Phys. Sin. 56 3152 (in Chinese) [张佃中 2007 56 3152]
[20] Costa M, Goldberger A L, Peng C K 2002 Phys. Rev. Lett. 89 068102
[21] Gerold B, Ron S L, Parmananda P 2000 Phys. Rev. Lett. 84 4501
[22] Lai Y C, Harrison M A F, Frei M G, Osorio I 2003 Phys. Rev. Lett. 91 068102
[23] Hu S J, Xie Y, Xu J X, Yang H J 2002 Acta Phys. Sin. 51 205 (in Chinese) [胡三觉、谢 勇、徐健学、杨红军 2002 51 205]
[24] Du S D, He A J, Ning X B, Yang X D 2008 Acta Phys. Sin. 57 1514 (in Chinese) [都思丹、何爱军、宁新宝、杨小冬 2008 57 1514]
[25] Dong F, Jin N D, Zhao S 2007 Acta Phys. Sin. 56 720 (in Chinese) [董 芳、金宁德、赵 舒 2007 56 720]
[26] Shadlen M N, Newsome W T 1998 J. Neurosci. 18 3870
[27] Donoho D L 1995 IEEE T. Inform. Theory 5 613
[28] Small M, Yu D, Simonotto J, Harrison R G, Grubb N, Fox K A A 2002 Chaos Solition Fract. 13 1755
[29] Pradhan N, Sadasivan P K 1996 Comput. Biol. Med. 26 419
[30] Fraser A M, Swinney H L 1986 Phys. Rev. A 33 1134
[31] Cao L 1997 Physica D 110 43
[32] Abarbanel H D I, Kennel M B 1993 Phys. Rev. E 47 3057
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