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颠倒睡眠状态调制心率变异性信号的功率谱和基本尺度熵分析

刘大钊 王俊 李锦 李瑜 徐文敏 赵筱

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颠倒睡眠状态调制心率变异性信号的功率谱和基本尺度熵分析

刘大钊, 王俊, 李锦, 李瑜, 徐文敏, 赵筱

Analysis on power spectrum and base-scale entropy for heart rate variability signals modulated by reversed sleep state

Liu Da-Zhao, Wang Jun, Li Jin, Li Yu, Xu Wen-Min, Zhao Xiao
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  • 心率变异性(HRV)信号能够提供心脏活动状态的重要信息. 通过建立颠倒睡眠模型,联合功率谱和基本尺度熵方法分析颠倒睡眠状态下24 h的HRV信号,研究颠倒睡眠对自主神经相互作用以及HRV信号混沌强度的调制. 结果表明,颠倒睡眠导致自主神经在昼夜间的活动节律发生颠倒,基本尺度熵在昼夜的变化趋势也随之发生逆转,因此HRV信号的混沌强度与自主神经的相互作用密切相关,进一步研究两者之间的关系发现:HRV信号的混沌强度与交感神经的调制强度正相关,与迷走神经的调制强度负相关.
    Heart rate variability(HRV) signals can provide the important information about the active state of heart. To set up a reversed sleep model, then, we analyze the 24-hours HRV signals modulated by the reversed sleep state using the power spectrum and base-scale entropy method, and study the effect of the interaction of autonomic nerve system and the chaotic intensity of HRV signals in the case of reversed sleep. Results show that because of the reversed sleep state, the activity rhythm of autonomic nerve is contrary to that in normal state. The variational trend of base-scale entropy is corresponding to that reversed in day and night. This means that the chaotic intensity of HRV signals is closely related to the reaction of autonomic nerve system. In further researches, it is found that the chaotic intensity of HRV signals is in positive correlation with the modulation intensity of sympathetic nerve, but in negative correlation with the modulation intensity of vagus.
    • 基金项目: 国家自然科学基金(批准号:61102094,61271082)、国家教育部留学回国人员科研启动基金(批准号:第43批)和中央高校基本科研业务费专项资金(批准号:GK201302009)资助的课题.
    • Funds: Project supported by the National Natural Foundation of China (Grant Nos.61102094, 61271082), the Scientific Research Starting Foundation for the Returned Overseas Chinese Scholars, Ministry of Education of China(Grant No. 43), and the Fundamental Research for the Central Universities, China (Grant No. GK201302009).
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    Ning X B, Bian C H, Wang J, Chen Y 2006 Chin. Sci. Bull. 51 764(in Chinese) [宁新宝, 卞春华, 王俊, 陈颖 2006 科学通报 51 764]

    [2]

    Ivanov P C, Amaral L A N, Goldberger A L, Havlin S, Rosenblum M G, Struzik Z R, Stanley H E 1999 Nature 399 461

    [3]

    Pool R 1989 Science 243 604

    [4]

    Yang A C C, Hseu S S, Yien H W, Goldberger A L, Peng C K 2003 Phys. Rev. Lett. 90 108103

    [5]

    Costa M, Goldberger A L, Peng C K 2005 Phys. Rev. E 71 021906

    [6]

    Huo C Y, Zhuang J J, Huang X L 2012 Acta Phys. Sin. 61 190506(in Chinese) [霍铖宇, 庄建军, 黄晓林 2012 61 190506]

    [7]

    Wang J, Yu Z F 2012 Chin. Phys. B 21 018702

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    Wu S, Li J, Zhang M L, Wang J 2013 Acta Phys. Sin. 62 238701(in Chinese) [吴莎, 李锦, 张明丽, 王俊 2013 62 238701]

    [9]

    Shen W, Wang J 2011 Acta Phys. Sin. 60 118702(in Chinese) [沈韡, 王俊 2011 60 118702]

    [10]

    Hou F Z, Huang X L, Zhuang J J 2012 Acta Phys. Sin. 61 220507(in Chinese) [候凤贞, 黄晓林, 庄建军 2012 61 220507]

    [11]

    Ivanov P C, Hu K, Hilton M F, Shea S A, Stanley H E 2007 PNAS 104 20702

    [12]

    Sheward W J, Naylor E, Knowles-Barley S, Armstrong J D, Brooker G A, Seckl J R, Brooker J A, Seckl J R, Turk F W, Homels M C, Zee P C, Harmar A J 2010 PLoS One 5 e9783

    [13]

    Archer S N, Laing E E, Möller-Levet C S, van der Veen D R, Bucca G, Lazar A S, Santhi N, Slak A, Kabiljo R, von Schantz M, Smith P C, Dijk D J 2014 PNAS 2014 201316335

    [14]

    Task Force of the European Society of Cardiology and The North American Society of Pacing and Electrophysiology 1996 Circulation 93 1043

    [15]

    Wessel N, Ziehmann C, Kurths J, Meyerfeldt U, Schirdewan AVoss A 2000 Phys. Rev. E 61 733

    [16]

    Li J, Ning X B 2006 Phys. Rev. E 73 052902

    [17]

    Li J, Hu J, Zhang Y H, Zhang X F 2011 Physica A 390 2381

    [18]

    Li J, Liu D Z 2012 Acta Phys. Sin. 61 208701(in Chinese) [李锦, 刘大钊 2012 61 208701]

    [19]

    Liu T B, Yao W P, Ning X B, Ni H J, Wang J 2013 Acta Phys. Sin. 62 218704(in Chinese) [刘铁兵, 姚文坡, 宁新宝, 倪黄晶, 王俊 2013 62 218704]

    [20]

    Berntson G G, Bigger J T, Eckberg D L, Grossman P, Kaufmann P G, Malik M, Nagaraja H N, Porges S W, Saul J P, Stone P H, van der Molen M W 1997 Psychophysiology 34 623

    [21]

    Yan B G, Zhao T T 2011 Acta Phys. Sin. 60 078701(in Chinese) [严碧歌, 赵婷婷 2011 60 078701]

    [22]

    Poon C S, Merrill C K 1997 Nature 389 492

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出版历程
  • 收稿日期:  2014-05-04
  • 修回日期:  2014-05-28
  • 刊出日期:  2014-10-05

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