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Influence of Ectopic Beats on Heart Rate Variability Analysis
Lina Zhao1, Peng Li2, Jianqing Li1
1The State Key Laboratory of Bioelectronics, School of Instrument Science and Engineering, Southeast University, Nanjing 210096, China.
Ectopic beats significantly impact heart rate variability (HRV) analysis, affecting time, frequency, and non-linear indices. Physical threshold-based Sample Entropy (Pt-SampEn) demonstrated superior robustness against ectopic beats compared to other HRV measures.
Area of Science:
- Cardiovascular Physiology
- Biomedical Signal Processing
- Non-linear Dynamics
Background:
- Heart rate variability (HRV) analysis is crucial for assessing cardiovascular system function.
- HRV reflects autonomic nervous system activity, but ectopic beats can distort analysis.
- The quantitative impact of ectopic beats on various HRV indices remains under-explored.
Purpose of the Study:
- To investigate the quantitative relationship between ectopic beat burden and HRV indices.
- To evaluate the robustness of time-domain, frequency-domain, and non-linear HRV measures against ectopic beats.
Main Methods:
- Analysis of widely accepted HRV parameters: SDNN (time-domain), LF/HF ratio (frequency-domain), Sample Entropy (SampEn), and Pt-SampEn (non-linear).
- Simulated varying numbers of ectopic beats to assess their impact on selected HRV indices.
- Comparative analysis of the influence of ectopic beats across different HRV metrics.
Main Results:
- All tested HRV indices (SDNN, LF/HF, SampEn, Pt-SampEn) were affected by ectopic beats.
- The degree of influence generally increased with a higher number of ectopic beats.
- The LF/HF ratio was most sensitive to ectopic beats, while Pt-SampEn exhibited the greatest robustness.
Conclusions:
- Ectopic beats introduce significant variability and potential inaccuracies in HRV analysis.
- Pt-SampEn offers a more reliable measure of HRV in the presence of ectopic beats compared to SDNN, LF/HF, and SampEn.
- Findings suggest Pt-SampEn is a valuable tool for robust cardiovascular functional status assessment in clinical scenarios with arrhythmias.
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