ArticleScientific reports2020
Binary symbolic dynamics analysis to detect stress-associated changes of nonstationary heart rate variability.
Article in Scientific reports, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.
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10 citing papers in PubMed.
- Mindfulness-based intervention alters nonlinear heart rate variability in a pilot study.Discover mental health · 2026Article
- Chaotic fluctuations mark the sign of mental activity in task-based heart rate variability.Scientific reports · 2026Article
- The Impacts of Housing Conditions on the Cardiopulmonary and Neurobehavioral Responses of Mice to High Temperature and Wildfire Smoke.Environmental science & technology · 2025Article
- Symbolic heart rate transition motifs during nocturnal sleep are associated with diabetic complications in type 2 diabetes.PloS one · 2025Article
- Efficacy and safety of massage for postoperative stress in colorectal cancer patients: a randomized, controlled, three-arm trial.Frontiers in oncology · 2025Article
- Heart rate variability and its modulation by nutrients: a narrative review on implications for cardiovascular aging.Frontiers in neuroscience · 2025Review
- Auxiliary identification of depression patients using interpretable machine learning models based on heart rate variability: a retrospective study.BMC psychiatry · 2024Article
- Typical everyday movements cause specific patterns in heart rate.Frontiers in physiology · 2024Article
- Heart Rate Variability for Evaluating Psychological Stress Changes in Healthy Adults: A Scoping Review.Neuropsychobiology · 2023Article
- Correlation between heart rate variability and polysomnography-derived scores of obstructive sleep apnea.Frontiers in network physiology · 2022Article
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5 authors.
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Abstract
Psychological stress may have harmful physiological effects and result in deteriorating health. Acute psychological stress acts also on cardiac autonomic regulation and may lead to nonstationarities in the interbeat interval series. We address the requirement of stationary RR interval series to calculate frequency domain parameters of heart rate variability (HRV) and use binary symbolic dynamics derived from RR interval differences to overcome this obstacle. 24 healthy subjects (12 female, 20-35 years) completed the following procedure: waiting period, Trier Social Stress Test to induce acute psychological stress, recovery period. An electrocardiogram was recorded throughout the procedure and HRV parameters were calculated for nine 5-min periods. Nonstationarities in RR interval series were present in all periods. During acute stress the average RR interval and SDNN decreased compared to rest before and after the stress test. Neither low frequency oscillations (LF), high frequency oscillations (HF) nor LF/HF could unambiguously reflect changes during acute stress in comparison to rest. Pattern categories derived from binary symbolic dynamics clearly identified acute stress and accompanying alterations of cardiac autonomic regulation. Methods based on RR interval differences like binary symbolic dynamics should be preferred to overcome issues related to nonstationarities.
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