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Influence of U-shape accelerations of heart rate on very low frequency band and heart rate multifractality

机译:U形心率加速度对极低频段和心率多重分形的影响

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Introduction: Heart rate variability (HRV) fluctuations have a wide frequency band and are a result of multiple contributing factors. In this study, we focused on laminar, U-shaped accelerations of heart rate - approximately 20-40 seconds long - in the nighttime recordings. Methods: The influence of U-shape accelerations on HRV parameters was evaluated based on night-time 34 RR interval time series obtained from healthy adults. We performed calculations on recordings without top 5% intervals (in terms of RR duration), without bottom 5% intervals and on recordings with randomly shuffled RR intervals. For each recording, the VLF frequency band, Shannon and Sample Entropy, standard deviation, mean, RMSSD, Multiscale Multifractal Analysis (MMA), and symbolic analysis parameters were calculated using signals with and without modifications. Results: U-shape accelerations accounted for 5.3±3.3% of the total recordings duration. There were significant differences between the signals without modification and without the smallest 5% intervals (thus without majority of U-shape periods) of the values of HF, LF and VLF frequency bands power, Shannon and Sample Entropy, standard deviation and symbolic analysis parameters (p<;0.05). We also observed a significant reduction of multifractality using Multiscale Multifractal Analysis (MMA) after removing the U-shape accelerations from the recording. These effects did not occur in the surrogate data with shuffled samples (p<;0.05 was obtained only for symbolic analysis parameters), and in case of the signals with rejected the largest 5% of intervals (p<;0.05 only for symbolic analysis parameters and Shannon entropy). Conclusions: Characteristic U-shape accelerations in nighttime RR time series, despite a short total duration, have a significant influence on the VLF frequency band, multifractality and the complexity of the signal. The nature of these events is not clear and requires further study.
机译:简介:心率变异性(HRV)波动具有很宽的频带,是多种因素共同作用的结果。在这项研究中,我们专注于夜间记录中层状,U形心率的加速(大约20-40秒长)。方法:基于从健康成年人获得的夜间34 RR间隔时间序列,评估U形加速度对HRV参数的影响。我们对没有最高5 \%间隔(根据RR持续时间),没有最低5 \%间隔的录音以及具有随机改组的RR间隔的录音进行了计算。对于每个记录,使用带或不带修改的信号来计算VLF频带,香农和样本熵,标准差,均值,RMSSD,多尺度多重分形分析(MMA)和符号分析参数。结果:U形加速度占总记录持续时间的5.3±3.3 \%。在没有修改且没有HF,LF和VLF频带功率,Shannon和样本熵,标准偏差和符号分析的值的最小5%间隔(因此没有大多数U形周期)的信号之间,存在显着差异。参数(p <; 0.05)。在从记录中删除U形加速度后,我们还观察到使用多尺度多重分形分析(MMA)可以显着降低多重分形。这些影响在混洗样本的替代数据中没有发生(仅对于符号分析参数获得p <; 0.05),并且在信号被拒绝最大间隔为5%的情况下(仅对符号分析而言p <; 0.05)参数和香农熵)。结论:尽管总持续时间短,但夜间RR时间序列中的特征性U形加速度对VLF频带,多重分形性和信号的复杂性有重大影响。这些事件的性质尚不清楚,需要进一步研究。

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