Chaotic Signatures of Heart Rate Variability and Its Power Spectrum in Health, Aging and Heart Failure

被引:71
作者
Wu, Guo-Qiang [1 ]
Arzeno, Natalia M. [1 ,2 ]
Shen, Lin-Lin [3 ]
Tang, Da-Kan [4 ]
Zheng, Da-An [4 ]
Zhao, Nai-Qing [5 ]
Eckberg, Dwain L. [6 ]
Poon, Chi-Sang [1 ]
机构
[1] MIT, Div Hlth Sci & Technol, Cambridge, MA 02139 USA
[2] MIT, Dept Elect Engn & Comp Sci, Cambridge, MA 02139 USA
[3] Fudan Univ, Dept Physiol & Pathophysiol, Shanghai, Peoples R China
[4] Fudan Univ, Sch Informat Sci & Engn, Shanghai, Peoples R China
[5] Fudan Univ, Sch Publ Hlth, Shanghai, Peoples R China
[6] Virginia Commonwealth Univ, Med Coll Virginia, Richmond, VA 23284 USA
来源
PLOS ONE | 2009年 / 4卷 / 02期
基金
中国国家自然科学基金;
关键词
RESPIRATORY SINUS ARRHYTHMIA; SYMPATHOVAGAL INTERACTION; NONLINEAR DYNAMICS; VENTILATORY FLOW; HUMANS; MODULATION; COMPLEXITY; COMPONENTS; INDEXES; SYSTEM;
D O I
10.1371/journal.pone.0004323
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
A paradox regarding the classic power spectral analysis of heart rate variability (HRV) is whether the characteristic high-(HF) and low-frequency (LF) spectral peaks represent stochastic or chaotic phenomena. Resolution of this fundamental issue is key to unraveling the mechanisms of HRV, which is critical to its proper use as a noninvasive marker for cardiac mortality risk assessment and stratification in congestive heart failure (CHF) and other cardiac dysfunctions. However, conventional techniques of nonlinear time series analysis generally lack sufficient sensitivity, specificity and robustness to discriminate chaos from random noise, much less quantify the chaos level. Here, we apply a 'litmus test' for heartbeat chaos based on a novel noise titration assay which affords a robust, specific, time-resolved and quantitative measure of the relative chaos level. Noise titration of running short-segment Holter tachograms from healthy subjects revealed circadian-dependent (or sleep/wake-dependent) heartbeat chaos that was linked to the HF component (respiratory sinus arrhythmia). The relative 'HF chaos' levels were similar in young and elderly subjects despite proportional age-related decreases in HF and LF power. In contrast, the near-regular heartbeat in CHF patients was primarily nonchaotic except punctuated by undetected ectopic beats and other abnormal beats, causing transient chaos. Such profound circadian-, age- and CHF-dependent changes in the chaotic and spectral characteristics of HRV were accompanied by little changes in approximate entropy, a measure of signal irregularity. The salient chaotic signatures of HRV in these subject groups reveal distinct autonomic, cardiac, respiratory and circadian/sleep-wake mechanisms that distinguish health and aging from CHF.
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页数:9
相关论文
共 58 条
  • [1] POWER SPECTRUM ANALYSIS OF HEART-RATE FLUCTUATION - A QUANTITATIVE PROBE OF BEAT-TO-BEAT CARDIOVASCULAR CONTROL
    AKSELROD, S
    GORDON, D
    UBEL, FA
    SHANNON, DC
    BARGER, AC
    COHEN, RJ
    [J]. SCIENCE, 1981, 213 (4504) : 220 - 222
  • [2] Detection of nonlinear dynamics in short, noisy time series
    Barahona, M
    Poon, CS
    [J]. NATURE, 1996, 381 (6579) : 215 - 217
  • [3] A point-process model of human heartbeat intervals: new definitions of heart rate and heart rate variability
    Barbieri, R
    Matten, EC
    Alabi, AA
    Brown, EN
    [J]. AMERICAN JOURNAL OF PHYSIOLOGY-HEART AND CIRCULATORY PHYSIOLOGY, 2005, 288 (01): : H424 - H435
  • [4] Heart rate variability: Origins, methods, and interpretive caveats
    Berntson, GG
    Bigger, JT
    Eckberg, DL
    Grossman, P
    Kaufmann, PG
    Malik, M
    Nagaraja, HN
    Porges, SW
    Saul, JP
    Stone, PH
    VanderMolen, MW
    [J]. PSYCHOPHYSIOLOGY, 1997, 34 (06) : 623 - 648
  • [5] Circadian rhythm of spectral indices of heart rate variability in healthy subjects
    Bilan, A
    Witczak, A
    Palusinski, R
    Myslinski, W
    Hanzlik, J
    [J]. JOURNAL OF ELECTROCARDIOLOGY, 2005, 38 (03) : 239 - 243
  • [6] Heart rate variability
    Bilchick, Kenneth C.
    Berger, Ronald D.
    [J]. JOURNAL OF CARDIOVASCULAR ELECTROPHYSIOLOGY, 2006, 17 (06) : 691 - 694
  • [7] Camm AJ, 1996, CIRCULATION, V93, P1043
  • [8] Baroreflex and oscillation of heart period at 0.1 Hz studied by α-blockade and cross-spectral analysis in healthy humans
    Cevese, A
    Gulli, G
    Polati, E
    Gottin, L
    Grasso, R
    [J]. JOURNAL OF PHYSIOLOGY-LONDON, 2001, 531 (01): : 235 - 244
  • [9] Heart rate variability in myocardial infarction and heart failure
    Chattipakorn, Nipon
    Incharoen, Tanat
    Kanlop, Natnicha
    Chattipakorn, Siriporn
    [J]. INTERNATIONAL JOURNAL OF CARDIOLOGY, 2007, 120 (03) : 289 - 296
  • [10] Multiscale entropy analysis of biological signals
    Costa, M
    Goldberger, AL
    Peng, CK
    [J]. PHYSICAL REVIEW E, 2005, 71 (02):