Robustness evaluation of heart rate variability measures for age gender related autonomic changes in healthy volunteers
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  • 作者:Guanzheng Liu ; Qian Wang ; ShiXiong Chen
  • 关键词:HRV ; Robustness ; Ambulatory monitoring ; Motion artefact
  • 刊名:Australasian Physical & Engineering Sciences in Medicine
  • 出版年:2014
  • 出版时间:September 2014
  • 年:2014
  • 卷:37
  • 期:3
  • 页码:567-574
  • 全文大小:472 KB
  • 参考文献:1. Billman GE, Schwartz PJ, Tone HL (1982) Baroreceptor reflex control of heart rate predictor of sudden cardiac death. Circulation 66:874-80 CrossRef
    2. Ponikowski P, Anker SD, Chua TP et al (1997) Depressed heart rate variability as an independent predictor of death in chronic congestive heart failure secondary to ischemic or idiopathic dilated cardiomyopathy. Am J Cardiol 79(12):1645-650 CrossRef
    3. Sudhir V, Robert S, Bradley M et al (1994) Relation between heart rate variability early after acute myocardial infarction and long-term mortality. Am J Cardiol 73(9):653-57 CrossRef
    4. Schroeder EB, Liao DP, Chambless LE et al (2003) Hypertension, blood pressure, and heart rate variability—the Atherosclerosis risk in Communities (ARIC) study. Hypertension 42(6):1106-111 CrossRef
    5. Gurses D, Ulger Z, Levent E et al (2005) Time domain heart rate variability analysis in patients with thalassaemia major. Acta Cardiol 60(5):477-81 CrossRef
    6. Michal J, Zuzana T, Ingrid T et al (2008) Short-term heart rate complexity is reduced in patients 14 with type 1 diabetes mellitus. Clin Neurophysiol 119(5):1071-081 CrossRef
    7. Karason K, Molgaard H, Wikstrand J et al (1999) Heart rate variability in obesity and the effect of weight loss. Am J Cardiol 83(8):1242-247 CrossRef
    8. Hasan A, Nuran C, Selma A et al (2011) The effect of varenicline on heart rate variability in healthy smokers and nonsmokers. Auton Neurosci 164(1-):82-6
    9. Esa H, Niilo K, Ulla K et al (2011) The incidence of stress symptoms and heart rate variability during sleep and orthostatic test. Eur J Appl Physiol 111(5):733-41 CrossRef
    10. Watanabe T, Sugiyama Y, Sumi Y et al (2002) Effects of vital exhaustion on cardiac autonomic nervous functions assessed by heart rate variability at rest in middle-aged male workers. Int J Behav Med 9(1):68-5 CrossRef
    11. Seyd APT, Joseph PK, Jacob J (2012) Automated diagnosis of diabetes using heart rate variability signals. J Med Syst 36(3):1935-941 CrossRef
    12. Yildiz M, Ider YZ (2006) Model based and experimental investigation of respiratory effect on the HRV power spectrum. Physiol Meas 27(10):973-88 CrossRef
    13. Yeragani VK, Srinivasan K, Vempati S, Pohl R, Balon R (1993) Fractal dimension of heart rate time series: an effective measure of autonomic function. J Appl Physiol 75:2429-438
    14. Babloyantz A, Destexhe A (1988) Is the normal heart a periodic oscillator? Biol Cybern 58:203-11 CrossRef
    15. Richman JS, Moorman JR et al (2000) Physiological time-series analysis using approximate entropy and sample entropy. Am J Physiol 278:2039-049
    16. Haitham MAA, Alan VS et al (2007) Use of sample entropy approach to study heart rate variability in obstructive sleep apnea syndrome. IEEE Trans Biomed Eng 54(10):1900-904 CrossRef
    17. Hu J, Gao JB, Tung WW et al (2010) Multiscale analysis of heart rate variability: a comparison of different complexity measures. Ann Biomed Eng 38(3):854-64 CrossRef
    18. Liu GZ, Huang BY, Wang L (2011) A wearable respiratory biofeedback system based on generalized body sensor network. Telemed J E Health 17(5):348-57 CrossRef
    19. Moore SK (2006) Calm in your palm: biofeedback device promises to reduce stress. IEEE Spectrum 43(3):60 CrossRef
    20. Shemaila S, Mazhar HM, Imran MSM et al (2012) Gender differences of heart rate variability in healthy volunteers. J Pak Med Assoc 62(5):422-25
    21. Umetani K, Singer DH et al (1998) Twenty-four hour time domain heart rate variability and heart rate: relations to age and gender over nine decades. J Am Coll Cardiol 31(3):593-01 CrossRef
    22. Ren C, O’Neill MS, Park SK et al (2011) Ambient temperature, air pollution, and heart rate variability in an aging population. Am J Epidemiol 173(9):1013-021 CrossRef
    23. Malik M (1996) Standards of measurement, physiological interpretation, and clinical use. Circulation 93:1043-065 CrossRef
    24. Miguel AGG, Mireya FC, Juan RC (2009) Errors in the estimation of approximate entropy and other recurrence-plot-derived indices due to the finite resolution of rr time series. IEEE Trans Biomed Eng 56(2):345-51 CrossRef
    25. Faust O, Acharya UR, Semolina F et al (2012) Linear and non-linear analysis of cardiac health in diabetic subjects. Biomed Signal Process Control 7(3):295-02 CrossRef
    26. Neumann T, Post H, Ganz RE et al (2001) Linear and non-linear dynamics of heart rate variability in brain dead organ donors. Z Kardiol 90(7):484-91 CrossRef
    27. Guzzetti S, Mezzetti S, Magatelli R et al (2000) Linear and non-linear 24?h heart rate variability in chronic heart failure. Auton Neurosci 86(1-):114-19 CrossRef
    28. Korhonen I, Mainard LT, Ypparila H et al (2001) Comparison of linear and non-linear analysis of heart rate variability in sedated cardiac surgery patients. In: Proceedings of annual international conference of the IEEE engineering in medicine and biology society, vol 23, pp 496-99
    29. Gao HQ, Duan XH, Guo XQ, Huang A, Jiao BL (2013) Design and tests of a smartphones-based multi-lead ECG monitoring system. In: 35th annual international conference of the IEEE Engineering in Medicine and Biology Society (EMBC), pp 2267-270
    30. Kim KK, Baek HJ, Lim YG et al (2012) Effect of missing RR-interval data on nonlinear heart rate variability analysis. Comput Methods Programs Biomed 106(3):210-18 CrossRef
    31. Vigo DE, Guinjoan SM, Scaramal M et al (2005) Wavelet transform shows age-related changes of heart rate variability within independent frequency components. Auton Neurosci 123(1-):94-00 CrossRef
    32. Jokinen V, Syvanne M, Makikallio TH et al (2001) Temporal age-related changes in spectral, fractal and complexity characteristics of heart rate variability. Clin Physiol 21(3):273-81 CrossRef
    33. Stein PK, Kleiger RE, Rottman JN (1997) Differing effects of age on HRV in men and women. Am J Cardiol 80(3):302-05 CrossRef
    34. Moodithaya S, Avadhany ST (2012) Gender differences in age-related changes in cardiac autonomic nervous function. J Aging Res 2012:679345 CrossRef
  • 作者单位:Guanzheng Liu (1)
    Qian Wang (1)
    ShiXiong Chen (2)
    GuangMin Zhou (1)
    WenHui Chen (1)
    YuanYu Wu (1)

    1. Biomedical Engineering Program, Sun Yat-sen University, Guangzhou, China
    2. Jiu Jiang No. 1 People’s Hospital, Jiujiang, China
  • ISSN:1879-5447
文摘
To analyze motion artifact’s affect on HRV measures, the age/gender related autonomic changes were investigated by using different HRV measures from wearable medical devices under ambulatory home-monitoring condition. Twelve healthy undergraduates and 20 healthy elderly subjects participated in the research. The electrocardiogram data was collected by using waist-worn device developed by us. Ten HRV measures were used to analyze the age-related automatic change including linear and nonlinear HRV indexes. Many linear HRV indexes were seriously contaminated by motion artefact, and did not reflect the age-related autonomic change. The approximate entropy (p?

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