Comparison of short-term heart rate variability indexes evaluated through electrocardiographic and continuous blood pressure monitoring

被引:48
|
作者
Pernice, Riccardo [1 ]
Javorka, Michal [2 ,3 ]
Krohova, Jana [2 ,3 ]
Czippelova, Barbora [2 ,3 ]
Turianikova, Zuzana [2 ,3 ]
Busacca, Alessandro [1 ]
Faes, Luca [1 ]
机构
[1] Univ Palermo, Dept Engn, Viale Sci,Bldg 9, I-90128 Palermo, Italy
[2] Comenius Univ, Jessenius Fac Med, Dept Physiol, Martin, Slovakia
[3] Comenius Univ, Jessenius Fac Med, Biomed Ctr Martin, Martin, Slovakia
基金
欧盟地平线“2020”;
关键词
Heart rate variability (HRV); Pulse rate variability (PRV); Electrocardiography (ECG); Photoplethysmography (PPG); Continuous blood pressure (CBP); Time series analysis; PULSE-RATE VARIABILITY; POWER SPECTRUM ANALYSIS; PERIOD VARIABILITY; TRANSIT-TIME; SYMPATHOVAGAL BALANCE; CONDITIONAL ENTROPY; COMPLEXITY; PHOTOPLETHYSMOGRAPHY; SUPERIOR; ECG;
D O I
10.1007/s11517-019-01957-4
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Heart rate variability (HRV) analysis represents an important tool for the characterization of complex cardiovascular control. HRV indexes are usually calculated from electrocardiographic (ECG) recordings after measuring the time duration between consecutive R peaks, and this is considered the gold standard. An alternative method consists of assessing the pulse rate variability (PRV) from signals acquired through photoplethysmography, a technique also employed for the continuous noninvasive monitoring of blood pressure. In this work, we carry out a thorough analysis and comparison of short-term variability indexes computed from HRV time series obtained from the ECG and from PRV time series obtained from continuous blood pressure (CBP) signals, in order to evaluate the reliability of using CBP-based recordings in place of standard ECG tracks. The analysis has been carried out on short time series (300 beats) of HRV and PRV in 76 subjects studied in different conditions: resting in the supine position, postural stress during 45 degrees head-up tilt, and mental stress during computation of arithmetic test. Nine different indexes have been taken into account, computed in the time domain (mean, variance, root mean square of the successive differences), frequency domain (low-to-high frequency power ratio LF/HF, HF spectral power, and central frequency), and information domain (entropy, conditional entropy, self entropy). Thorough validation has been performed using comparison of the HRV and PRV distributions, robust linear regression, and Bland-Altman plots. Results demonstrate the feasibility of extracting HRV indexes from CBP-based data, showing an overall relatively good agreement of time-, frequency-, and information-domain measures. The agreement decreased during postural and mental arithmetic stress, especially with regard to band-power ratio, conditional, and self-entropy. This finding suggests to use caution in adopting PRV as a surrogate of HRV during stress conditions.
引用
收藏
页码:1247 / 1263
页数:17
相关论文
共 50 条
  • [1] Comparison of short-term heart rate variability indexes evaluated through electrocardiographic and continuous blood pressure monitoring
    Riccardo Pernice
    Michal Javorka
    Jana Krohova
    Barbora Czippelova
    Zuzana Turianikova
    Alessandro Busacca
    Luca Faes
    Medical & Biological Engineering & Computing, 2019, 57 : 1247 - 1263
  • [2] Reliability of Short-Term Heart Rate Variability Indexes Assessed through Photoplethysmography
    Pernice, Riccardo
    Javorka, Michal
    Krohova, Jana
    Czippelova, Barbora
    Turianikova, Zuzana
    Busacca, Alessandro
    Faes, Luca
    2018 40TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC), 2018, : 5610 - 5613
  • [3] SHORT-TERM VARIABILITY OF SYSTOLIC BLOOD-PRESSURE AND HEART-RATE IN NORMOTENSIVE SUBJECTS
    TURJANMAA, V
    KALLI, S
    SYDANMAA, M
    UUSITALO, A
    CLINICAL PHYSIOLOGY, 1990, 10 (04): : 389 - 401
  • [4] Comparison of methods for the assessment of nonlinearity in short-term heart rate variability under different physiopathological states
    Faes, Luca
    Gomez-Extremera, Manuel
    Pernice, Riccardo
    Carpena, Pedro
    Nollo, Giandomenico
    Porta, Alberto
    Bernaola-Galvan, Pedro
    CHAOS, 2019, 29 (12)
  • [5] Very Short-Term Photoplethysmography-Based Heart Rate Variability for Continuous Autoregulation Assessment
    Huang, Po-Hsun
    Hsiao, Tzu-Chien
    APPLIED SCIENCES-BASEL, 2022, 12 (13):
  • [6] The Effects of Short-Term Relaxation Therapy on Indices of Heart Rate Variability and Blood Pressure in Young Adults
    Krushna, Gopal
    Ganesh, Venkata
    Karthik, Shanmugavel
    Nanda, Nivedita
    Pal, Pravati
    AMERICAN JOURNAL OF HEALTH PROMOTION, 2014, 29 (01) : 23 - 28
  • [7] Feasibility of Ultra-Short-Term Analysis of Heart Rate and Systolic Arterial Pressure Variability at Rest and during Stress via Time-Domain and Entropy-Based Measures
    Volpes, Gabriele
    Bara, Chiara
    Busacca, Alessandro
    Stivala, Salvatore
    Javorka, Michal
    Faes, Luca
    Pernice, Riccardo
    SENSORS, 2022, 22 (23)
  • [8] Short-term studies of heart rate variability: comparison of two methods for recording
    Migliaro, ER
    Canetti, R
    Contreras, P
    Hakas, M
    Eirea, G
    Machado, A
    PHYSIOLOGICAL MEASUREMENT, 2004, 25 (06) : N15 - N20
  • [9] Asymmetric features of short-term blood pressure variability
    Guzik, Przemyslaw
    Piskorski, Jaroslaw
    Krauze, Tomasz
    Narkiewicz, Krzysztof
    Wykretowicz, Andrzej
    Wysocki, Henryk
    HYPERTENSION RESEARCH, 2010, 33 (11) : 1199 - 1205
  • [10] Short-term heart rate variability-age dependence in healthy subjects
    Voss, A.
    Heitmann, A.
    Schroeder, R.
    Peters, A.
    Perz, S.
    PHYSIOLOGICAL MEASUREMENT, 2012, 33 (08) : 1289 - 1311