Key result
Temporary harmonic frequency respiration stabilized blood pressure and autonomic balance compared to free-breathing, with machine learning models distinguishing the conditions (AUCs 0.82 and 0.98).
Why the study?
The study was conducted to investigate the effects of modulated respiration on blood pressure and autonomic balance to develop a healthcare application system for stabilizing autonomic balance.
Does temporary respiration exercise with individual harmonic frequency improve blood pressure and autonomic balance compared to free-breathing?
Does temporary respiration exercise with individual harmonic frequency improve blood pressure and autonomic balance compared to free-breathing?
Temporary harmonic frequency respiration exercises can stabilize blood pressure and autonomic balance, potentially aiding in stress reduction and task performance.
Individual harmonic breathing may stabilize BP and autonomic balance acutely; leaves open benefits in randomized trials or clinical practice.
This study investigated the effects of modulated respiration on blood pressure and autonomic balance to develop a healthcare application system for stabilizing autonomic balance. Thirty-two participants were asked to perform self-regulated tasks with 18 different respiration sequences, and their electrocardiograms (ECG) and blood pressure were measured. Changes in cardiovascular system functions and blood pressure were compared between free-breathing and various respiration conditions. Systolic and diastolic blood pressures stabilized after individual harmonic breathing. Autonomic balance, characterized by heart rate variability, was also stabilized with brief respiration training according to harmonic frequency. Five machine-learning algorithms were used to classify the two opposing factors between the free and modulated breathing conditions. The random forest models outperformed the other classifiers in the training data of systolic blood pressure and heart rate variability. The mean areas under the curves (AUCs) were 0.82 for systolic blood pressure and 0.98 for heart rate variability. Our findings lend support that blood pressure and autonomic balance were improved by temporary harmonic frequency respiration. This study provides a self-regulated respiration system that can control and help stabilize blood pressure and autonomic balance, which would help reduce mental stress and enhance human task performance in various fields.
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Mun et al. (2022) studied this question. Temporary respiration exercise with individual harmonic frequency vs. Free-breathing was evaluated on Blood pressure and autonomic balance (heart rate variability). Temporary harmonic frequency respiration stabilized blood pressure and autonomic balance compared to free-breathing, with machine learning models distinguishing the conditions (AUCs 0.82 and 0.98).
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