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Using Wavelet Entropy to Demonstrate how Mindfulness Practice Increases Coordination between Irregular Cerebral and Cardiac Activities

机译:使用小波熵证明正念练习如何增加不规则脑活动与心脏活动之间的协调

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摘要

In both the East and West, traditional teachings say that the mind and heart are somehow closely correlated, especially during spiritual practice. One difficulty in proving this objectively is that the natures of brain and heart activities are quite different. In this paper, we propose a methodology that uses wavelet entropy to measure the chaotic levels of both electroencephalogram (EEG) and electrocardiogram (ECG) data and show how this may be used to explore the potential coordination between the mind and heart under different experimental conditions. Furthermore, Statistical Parametric Mapping (SPM) was used to identify the brain regions in which the EEG wavelet entropy was the most affected by the experimental conditions. As an illustration, the EEG and ECG were recorded under two different conditions (normal rest and mindful breathing) at the beginning of an 8-week standard Mindfulness-based Stress Reduction (MBSR) training course (pretest) and after the course (posttest). Using the proposed method, the results consistently showed that the wavelet entropy of the brain EEG decreased during the MBSR mindful breathing state as compared to that during the closed-eye resting state. Similarly, a lower wavelet entropy of heartrate was found during MBSR mindful breathing. However, no difference in wavelet entropy during MBSR mindful breathing was found between the pretest and posttest. No correlation was observed between the entropy of brain waves and the entropy of heartrate during normal rest in all participants, whereas a significant correlation was observed during MBSR mindful breathing. Additionally, the most well-correlated brain regions were located in the central areas of the brain. This study provides a methodology for the establishment of evidence that mindfulness practice (i.e., mindful breathing) may increase the coordination between mind and heart activities.
机译:在东方和西方,传统教义都说,心智与心灵之间有着某种密切的联系,尤其是在属灵实践中。客观证明这一点的一个困难是,大脑和心脏活动的性质完全不同。在本文中,我们提出了一种使用小波熵来测量脑电图(EEG)和心电图(ECG)数据的混沌水平的方法,并展示了如何在不同的实验条件下将其用于探索心智与心脏之间的潜在协调性。此外,统计参数映射(SPM)用于识别脑电图小波熵受实验条件影响最大的大脑区域。作为说明,在为期8周的基于正念的减压(MBSR)标准培训课程(预测)和课程后(后测)的开始时,在两种不同的条件(正常休息和正念呼吸)下记录了EEG和ECG。 。使用所提出的方法,结果一致地表明,与闭眼静息状态相比,MBSR注意呼吸状态下脑电图的小波熵降低了。类似地,在MBSR注意呼吸过程中发现了较低的心率小波熵。然而,在测试前和测试后,MBSR注意呼吸期间的小波熵没有发现差异。在所有参与者的正常休息期间,未观察到脑电波熵与心率熵之间的相关性,而在MBSR注意呼吸中观察到显着相关性。此外,最相关的大脑区域位于大脑的中央区域。这项研究提供了一种方法来建立证据,证明正念练习(即正念呼吸)可能会增强心与心活动之间的协调性。

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