Heart rate variability indices for very short-term (30 beat) analysis. Part 2: validation

被引:15
|
作者
Smith, Anne-Louise [1 ,2 ]
Owen, Harry [3 ]
Reynolds, Karen J. [1 ]
机构
[1] Flinders Univ S Australia, Med Device Res Inst, Adelaide, SA 5001, Australia
[2] Flinders Med Ctr, Dept Biomed Engn, Adelaide, SA, Australia
[3] Flinders Univ S Australia, Sch Med, Adelaide, SA 5001, Australia
关键词
Autonomic nervous system (ANS) modulation; Biomedical signal processing; Heart rate variability (HRV); Software algorithms; RESPIRATORY SINUS ARRHYTHMIA; FREQUENCY-DOMAIN MEASURES; RATE DYNAMICS; CARDIOVASCULAR VARIABILITY; CONFIDENCE-INTERVALS; SPECTRAL-ANALYSIS; TIME; SLEEP; STATISTICS; EXERCISE;
D O I
10.1007/s10877-013-9473-2
中图分类号
R614 [麻醉学];
学科分类号
100217 ;
摘要
Heart rate variability (HRV) analysis over shorter periods may be useful for monitoring dynamic changes in autonomic nervous system activity where steady-state conditions are not maintained (e.g. during drug administration, or the start or end of exercise). This study undertakes a validation of 70 HRV indices that have previously been identified as possible for short-term use. The indices were validated over 10 x 30 beat windows using PhysioNet databases with physiological states of rest, active, exercising, sleeping, and meditating (N from 12 to 20). Baseline 95 % confidence intervals of the median were established with bootstrap resampling (10,000x). Statistical significance was assessed using the overlap of 95 % confidence intervals. Thirty-one indices could differentiate between resting and at least one physiological state using 30 beat windows. All respiratory sinus arrhythmia indices and Poincar, plot indices were strongly correlated to time domain measures (SDNN or RMSSD). Spectral indices using the Lomb-Scargle algorithm were able to correctly identify paradoxical shifts in power with meditation and reduced power in exercise. Some less-known indices gave interesting results: PolVar20 identified the higher sympathetic activity of exercise with the largest positive magnitude. These indices should now be considered for rigorous gold standard tests with pharmacological blockade.
引用
收藏
页码:577 / 585
页数:9
相关论文
共 50 条
  • [11] Short-term variability of blood pressure and heart rate in hyperthyroidism
    Girard, A
    Hugues, FC
    Le Jeunne, C
    Elghozi, JL
    CLINICAL AUTONOMIC RESEARCH, 1998, 8 (03) : 181 - 186
  • [12] Non-stationarities significantly distort short-term spectral, symbolic and entropy heart rate variability indices
    Magagnin, Valentina
    Bassani, Tito
    Bari, Vlasta
    Turiel, Maurizio
    Maestri, Roberto
    Pinna, Gian Domenico
    Porta, Alberto
    PHYSIOLOGICAL MEASUREMENT, 2011, 32 (11) : 1775 - 1786
  • [13] Autonomic Dysfunction in Normal Tension Glaucoma: The Short-term Heart Rate Variability Analysis
    Na, Kyung-Sun
    Lee, Na Young
    Park, Sung-Hwan
    Park, Chan Kee
    JOURNAL OF GLAUCOMA, 2010, 19 (06) : 377 - 381
  • [14] Detrended fluctuation analysis of short-term heart rate variability in late pregnant women
    Yeh, Rong-Guan
    Shieh, Jiann-Shing
    Chen, Gau-Yang
    Kuo, Cheng-Deng
    AUTONOMIC NEUROSCIENCE-BASIC & CLINICAL, 2009, 150 (1-2): : 122 - 126
  • [15] Short-term heart rate variability: A potential approach to frailty assessment in older adults
    Dewangan, Gevesh Chand
    Singhal, Sunny
    Chandran, Dinu S.
    Khan, Maroof Ahmad
    Dey, Aparajit Ballav
    Chakrawarty, Avinash
    AGING MEDICINE, 2024, 7 (04) : 456 - 462
  • [16] Short-Term Heart Rate Variability-Influence of Gender and Age in Healthy Subjects
    Voss, Andreas
    Schroeder, Rico
    Heitmann, Andreas
    Peters, Annette
    Perz, Siegfried
    PLOS ONE, 2015, 10 (03):
  • [17] Association of Short-Term Heart Rate Variability With Breast Tumor Stage
    Wu, Shuang
    Chen, Man
    Wang, Jingfeng
    Shi, Bo
    Zhou, Yufu
    FRONTIERS IN PHYSIOLOGY, 2021, 12
  • [18] Short-term heart rate variability in resting conditions: methodological considerations
    Plaza-Florido, Abel
    Sacha, Jerzy
    Alcantara, Juan M. A.
    KARDIOLOGIA POLSKA, 2021, 79 (7-8) : 745 - 755
  • [19] Attentional and emotional tasks: gender differences in heart rate variability detected by short-term detrended fluctuation analysis
    Balocchi, Rita
    Varanini, Maurizio
    Santarcangelo, Enrica Laura
    5TH BIOMEDICAL ENGINEERING INTERNATIONAL CONFERENCE (BMEICON 2012), 2012,
  • [20] Short-Term Heart Rate Variability in Metabolic Syndrome: A Systematic Review and Meta-Analysis
    Ortiz-Guzman, Johan E.
    Molla-Casanova, Sara
    Serra-Ano, Pilar
    Arias-Mutis, Oscar J.
    Calvo, Conrado
    Bizy, Alexandra
    Alberola, Antonio
    Chorro, Francisco J.
    Zarzoso, Manuel
    JOURNAL OF CLINICAL MEDICINE, 2023, 12 (18)