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呼吸频率变异性:一种研究冥想效果的新指标。

Breath Rate Variability: A Novel Measure to Study the Meditation Effects.

作者信息

Soni Rahul, Muniyandi Manivannan

机构信息

Department of Applied Mechanics, IIT Madras, Chennai, Tamil Nadu, India.

出版信息

Int J Yoga. 2019 Jan-Apr;12(1):45-54. doi: 10.4103/ijoy.IJOY_27_17.

Abstract

CONTEXT

Reliable quantitative measure of meditation is still elusive. Although electroencephalogram (EEG) and heart rate variability (HRV) are known as quantitative measures of meditation, effects of meditation on EEG and HRV may well take long time as these measures are involuntarily controlled. Effect of mediation on respiration is well known; however, quantitative measures of respiration during meditation have not been studied.

AIMS

Breath rate variability (BRV) as an alternate measure of meditation even over a short duration is proposed. The main objective of this study is to test the hypothesis that BRV is a simple measure that differentiates between meditators and nonmeditators.

SETTINGS AND DESIGN

This was a nonrandomized, controlled trial. Volunteers meditate in their natural habitat during signal acquisition.

SUBJECTS AND METHODS

We used Photo-Plythysmo-Gram (PPG) signal acquisition system from BIO-PAC and recorded video of chest and abdomen movement due to respiration during a short meditation (15 min) session for 12 individuals (all males) meditating in a relaxed sitting posture. Seven of the 12 individuals had substantial experience in meditation, while others are controls without any experience in meditation. Respiratory signal from PPG signal was derived and matched with that of the video respiratory signal. This derived respiratory signal is used for calculating BRV parameters in time, frequency, nonlinear, and time-frequency domain.

STATISTICAL ANALYSIS USED

First, breath-to-breath interval (BBI) was calculated from the respiration signal, then time domain parameters such as standard deviation of BBI (SDBB), root mean square value of SDBB (RMSSD), and standard deviation of SDBB (SDSD) were calculated. We performed spectral analysis to calculate frequency domain parameters (power spectral density [PSD], power of each band, peak frequency of each band, and normalized frequency) using Burg, Welch, and Lomb-Scargle (LS) method. We calculated nonlinear parameters (sample entropy, approximate entropy, Poincare plot, and Renyi entropy). We calculated time frequency parameters (global PSD, low frequency-high frequency [LF-HF] ratio, and LF-HF power) by Burg LS and wavelet method.

RESULTS

The results show that the mediated individuals have high value of SDSD (+24%), SDBB (+29%), and RMSSD (+26%). Frequency domain analysis shows substantial increment in LFHF power (+73%) and LFHF ratio (+33%). Nonlinear parameters such as SD1 and SD2 were also more (>20%) for meditated persons.

CONCLUSIONS

As compared to HRV, BRV can provide short-term effect on anatomic nervous system meditation, while HRV shows long-term effects. Improved autonomic function is one of the long-term effects of meditation in which an increase in parasympathetic activity and decrease in sympathetic dominance are observed. In future works, BRV could also be used for measuring stress.

摘要

背景

可靠的冥想定量测量方法仍然难以捉摸。虽然脑电图(EEG)和心率变异性(HRV)被认为是冥想的定量测量方法,但由于这些测量是不由自主控制的,冥想对EEG和HRV的影响可能需要很长时间。冥想对呼吸的影响是众所周知的;然而,冥想期间呼吸的定量测量尚未得到研究。

目的

提出呼吸率变异性(BRV)作为冥想的另一种测量方法,即使在短时间内也是如此。本研究的主要目的是检验BRV是一种区分冥想者和非冥想者的简单测量方法这一假设。

设置与设计

这是一项非随机对照试验。志愿者在信号采集期间在其自然环境中冥想。

受试者与方法

我们使用了来自BIO-PAC的光电容积脉搏波描记图(PPG)信号采集系统,并记录了12名以放松坐姿冥想的个体(均为男性)在短时间冥想(15分钟)期间因呼吸引起的胸部和腹部运动的视频。12名个体中有7名有丰富的冥想经验,而其他为没有任何冥想经验的对照组。从PPG信号中提取呼吸信号,并与视频呼吸信号进行匹配。这个提取的呼吸信号用于计算时间、频率、非线性和时频域中的BRV参数。

所用统计分析

首先,从呼吸信号中计算呼吸间隔(BBI),然后计算时域参数,如BBI的标准差(SDBB)、SDBB的均方根值(RMSSD)和SDBB的标准差(SDSD)。我们进行频谱分析,使用Burg、Welch和Lomb-Scargle(LS)方法计算频域参数(功率谱密度[PSD]、每个频段的功率、每个频段的峰值频率和归一化频率)。我们计算非线性参数(样本熵、近似熵、庞加莱图和雷尼熵)。我们通过Burg LS和小波方法计算时频参数(全局PSD、低频-高频[LF-HF]比值和LF-HF功率)。

结果

结果表明,冥想个体的SDSD(+24%)、SDBB(+29%)和RMSSD(+26%)值较高。频域分析显示LFHF功率(+73%)和LFHF比值(+33%)有显著增加。冥想者的非线性参数如SD1和SD2也更高(>20%)。

结论

与HRV相比,BRV可以对解剖神经系统冥想提供短期影响,而HRV显示长期影响。自主神经功能改善是冥想的长期影响之一,其中观察到副交感神经活动增加和交感神经优势减弱。在未来的研究中,BRV也可用于测量压力。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4d31/6329220/061de839b514/IJY-12-45-g001.jpg

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