1
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Fincham GW, Strauss C, Cavanagh K. Effect of coherent breathing on mental health and wellbeing: a randomised placebo-controlled trial. Sci Rep 2023; 13:22141. [PMID: 38092805 PMCID: PMC10719279 DOI: 10.1038/s41598-023-49279-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2023] [Accepted: 12/06/2023] [Indexed: 12/17/2023] Open
Abstract
Breathwork may offer simple tools for stress resilience. We conducted the largest parallel randomised-controlled trial on breathwork to date (NCT05676658) wherein 400 participants on the research platform Prolific were randomised, in blocks of 2 via remote software, to coherent breathing at ~ 5.5 breaths/min or a matched attention-placebo at 12 breaths/min, for ~ 10 min/day over 4 weeks. Participants were blinded to their allocated interventions, both of which were paced with equal inhalation:exhalation ratios. There were no differences on credibility and expectancy of benefit between conditions. At the primary timepoint post-intervention for the primary outcome subjective stress, there was no significant group by time interaction (F(1,377) = 0.089, p = 0.765, ηp2 < 0.001) nor main effect of group (F = 0.002, p = 0.961, ηp2 < 0.001), however there was a significant main effect of time (F = 72.1, p < 0.001, ηp2 = 0.161). Similar results were found at 1-month follow-up for stress and for secondary outcomes of anxiety, depression and wellbeing. There were overall improvements on these mental health and wellbeing outcomes from baseline to post-intervention and follow-up across both groups, yet the magnitude of this improvement was not different between arms. Accordingly, we found no measurable effect of coherent breathing over and above a well-designed breathwork placebo at improving mental health and wellbeing. Methodological considerations and recommendations for robust future research are discussed. Funder: Sasakawa Young Leaders Fellowship Fund, Tokyo, Japan.
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Affiliation(s)
- Guy W Fincham
- Department of Psychology, University of Sussex, Brighton, UK.
- Brighton & Sussex Medical School, University of Sussex, Brighton, UK.
| | - Clara Strauss
- Department of Psychology, University of Sussex, Brighton, UK
- Research & Development Department, Sussex Partnership NHS Foundation Trust, Brighton, UK
| | - Kate Cavanagh
- Department of Psychology, University of Sussex, Brighton, UK
- Research & Development Department, Sussex Partnership NHS Foundation Trust, Brighton, UK
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2
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Yoo HJ, Nashiro K, Dutt S, Min J, Cho C, Thayer JF, Lehrer P, Chang C, Mather M. Daily biofeedback to modulate heart rate oscillations affects structural volume in hippocampal subregions targeted by the locus coeruleus in older adults but not younger adults. Neurobiol Aging 2023; 132:85-99. [PMID: 37769491 PMCID: PMC10840698 DOI: 10.1016/j.neurobiolaging.2023.08.010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2022] [Revised: 08/24/2023] [Accepted: 08/28/2023] [Indexed: 10/03/2023]
Abstract
Using data from a clinical trial, we tested the hypothesis that daily sessions modulating heart rate oscillations affect older adults' volume of a region-of-interest (ROI) comprised of adjacent hippocampal subregions with relatively strong locus coeruleus (LC) noradrenergic input. Younger and older adults were randomly assigned to one of two daily biofeedback practices for 5 weeks: (1) engage in slow-paced breathing to increase the amplitude of oscillations in heart rate at their breathing frequency (Osc+); (2) engage in self-selected strategies to decrease heart rate oscillations (Osc-). The interventions did not significantly affect younger adults' hippocampal volume. Among older adults, the two conditions affected volume in the LC-targeted hippocampal ROI differentially as reflected in a significant condition × time-point interaction on ROI volume. These condition differences were driven by opposing changes in the two conditions (increased volume in Osc+ and decreased volume in Osc-) and were mediated by the degree of heart rate oscillation during training sessions.
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Affiliation(s)
- Hyun Joo Yoo
- University of Southern California, Los Angeles, CA 90089, USA
| | - Kaoru Nashiro
- University of Southern California, Los Angeles, CA 90089, USA
| | - Shubir Dutt
- University of Southern California, Los Angeles, CA 90089, USA
| | - Jungwon Min
- University of Southern California, Los Angeles, CA 90089, USA
| | - Christine Cho
- University of Southern California, Los Angeles, CA 90089, USA
| | | | - Paul Lehrer
- Rutgers University, New Brunswick, NJ 08852, USA
| | - Catie Chang
- Vanderbilt University, Nashville, TN 37235, USA
| | - Mara Mather
- University of Southern California, Los Angeles, CA 90089, USA.
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3
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Bentley TGK, D’Andrea-Penna G, Rakic M, Arce N, LaFaille M, Berman R, Cooley K, Sprimont P. Breathing Practices for Stress and Anxiety Reduction: Conceptual Framework of Implementation Guidelines Based on a Systematic Review of the Published Literature. Brain Sci 2023; 13:1612. [PMID: 38137060 PMCID: PMC10741869 DOI: 10.3390/brainsci13121612] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2023] [Revised: 11/09/2023] [Accepted: 11/13/2023] [Indexed: 12/24/2023] Open
Abstract
Anxiety and stress plague populations worldwide. Voluntary regulated breathing practices offer a tool to address this epidemic. We examined peer-reviewed published literature to understand effective approaches to and implementation of these practices. PubMed and ScienceDirect were searched to identify clinical trials evaluating isolated breathing-based interventions with psychometric stress/anxiety outcomes. Two independent reviewers conducted all screening and data extraction. Of 2904 unique articles, 731 abstracts, and 181 full texts screened, 58 met the inclusion criteria. Fifty-four of the studies' 72 interventions were effective. Components of effective and ineffective interventions were evaluated to develop a conceptual framework of factors associated with stress/anxiety reduction effectiveness. Effective breath practices avoided fast-only breath paces and sessions <5 min, while including human-guided training, multiple sessions, and long-term practice. Population, other breath paces, session duration ≥5 min, and group versus individual or at-home practices were not associated with effectiveness. Analysis of interventions that did not fit this framework revealed that extensive standing, interruptions, involuntary diaphragmatic obstruction, and inadequate training for highly technical practices may render otherwise promising interventions ineffective. Following this evidence-based framework can help maximize the stress/anxiety reduction benefits of breathing practices. Future research is warranted to further refine this easily accessible intervention for stress/anxiety relief.
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Affiliation(s)
- Tanya G. K. Bentley
- Health and Human Performance Foundation, Los Angeles, CA 90272, USA (R.B.); (K.C.)
| | - Gina D’Andrea-Penna
- Health and Human Performance Foundation, Los Angeles, CA 90272, USA (R.B.); (K.C.)
- Neurosciences Graduate Program, University of California San Diego, La Jolla, CA 92093, USA
| | - Marina Rakic
- Health and Human Performance Foundation, Los Angeles, CA 90272, USA (R.B.); (K.C.)
| | - Nick Arce
- Health and Human Performance Foundation, Los Angeles, CA 90272, USA (R.B.); (K.C.)
| | - Michelle LaFaille
- Health and Human Performance Foundation, Los Angeles, CA 90272, USA (R.B.); (K.C.)
| | - Rachel Berman
- Health and Human Performance Foundation, Los Angeles, CA 90272, USA (R.B.); (K.C.)
| | - Katie Cooley
- Health and Human Performance Foundation, Los Angeles, CA 90272, USA (R.B.); (K.C.)
| | - Preston Sprimont
- Health and Human Performance Foundation, Los Angeles, CA 90272, USA (R.B.); (K.C.)
- Department of Kinesiology, California State University Fullerton, Fullerton, CA 92831, USA
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4
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Kral TRA, Weng HY, Mitra V, Imhoff-Smith TP, Azemi E, Goldman RI, Rosenkranz MA, Wu S, Chen A, Davidson RJ. Slower respiration rate is associated with higher self-reported well-being after wellness training. Sci Rep 2023; 13:15953. [PMID: 37743388 PMCID: PMC10518325 DOI: 10.1038/s41598-023-43176-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2023] [Accepted: 09/20/2023] [Indexed: 09/26/2023] Open
Abstract
Mind-body interventions such as mindfulness-based stress reduction (MBSR) may improve well-being by increasing awareness and regulation of physiological and cognitive states. However, it is unclear how practice may alter long-term, baseline physiological processes, and whether these changes reflect improved well-being. Using respiration rate (RR), which can be sensitive to effects of meditation, and 3 aspects of self-reported well-being (psychological well-being [PWB], distress, and medical symptoms), we tested pre-registered hypotheses that: (1) Lower baseline RR (in a resting, non-meditative state) would be a physiological marker associated with well-being, (2) MBSR would decrease RR, and (3) Training-related decreases in RR would be associated with improved well-being. We recruited 245 adults (age range = 18-65, M = 42.4): experienced meditators (n = 42), and meditation-naïve participants randomized to MBSR (n = 72), active control (n = 41), or waitlist control (n = 66). Data were collected at pre-randomization, post-intervention (or waiting), and long-term follow-up. Lower baseline RR was associated with lower psychological distress among long-term meditators (p* = 0.03, b = 0.02, 95% CI [0.01, 0.03]), though not in non-meditators prior to training. MBSR decreased RR compared to waitlist (p = 0.02, Cohen's d = - 0.41, 95% CI [- 0.78, - 0.06]), but not the active control. Decreased RR related to decreased medical symptoms, across all participants (p* = 0.02, b = 0.57, 95% CI [0.15, 0.98]). Post-training, lower RR was associated with higher PWB across training groups compared to waitlist (p* = 0.01, b = 0.06, 95% CI [0.02, 0.10]), though there were no significant differences in change in PWB between groups. This physiological marker may indicate higher physical and/or psychological well-being in those who engage in wellness practices.
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Affiliation(s)
- Tammi R A Kral
- Healthy Minds Innovations, Inc., Madison, WI, USA
- Center for Healthy Minds, University of Wisconsin-Madison, Madison, WI, USA
| | | | | | - Theodore P Imhoff-Smith
- Center for Healthy Minds, University of Wisconsin-Madison, Madison, WI, USA
- Neuroscience Training Program, University of Wisconsin-Madison, Madison, WI, USA
| | | | - Robin I Goldman
- Center for Healthy Minds, University of Wisconsin-Madison, Madison, WI, USA
| | | | | | | | - Richard J Davidson
- Healthy Minds Innovations, Inc., Madison, WI, USA.
- Center for Healthy Minds, University of Wisconsin-Madison, Madison, WI, USA.
- Department of Psychology, University of Wisconsin-Madison, Madison, WI, USA.
- Department of Psychiatry, University of Wisconsin-Madison, Madison, WI, USA.
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5
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Yoo HJ, Nashiro K, Dutt S, Min J, Cho C, Thayer JF, Lehrer P, Chang C, Mather M. Daily biofeedback to modulate heart rate oscillations affects structural volume in hippocampal subregions targeted by the locus coeruleus in older adults but not younger adults. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2023:2023.03.02.23286715. [PMID: 37745356 PMCID: PMC10516053 DOI: 10.1101/2023.03.02.23286715] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/26/2023]
Abstract
Using data from a clinical trial, we tested the hypothesis that daily sessions modulating heart rate oscillations affect older adults' volume of a region-of-interest (ROI) comprised of adjacent hippocampal subregions with relatively strong locus coeruleus (LC) noradrenergic input. Younger and older adults were randomly assigned to one of two daily biofeedback practices for 5 weeks: 1) engage in slow-paced breathing to increase the amplitude of oscillations in heart rate at their breathing frequency (Osc+); 2) engage in self-selected strategies to decrease heart rate oscillations (Osc-). The interventions did not significantly affect younger adults' hippocampal volume. Among older adults, the two conditions affected volume in the LC-targeted hippocampal ROI differentially as reflected in a significant condition x time-point interaction on ROI volume. These condition differences were driven by opposing changes in the two conditions (increased volume in Osc+ and decreased volume in Osc-) and were mediated by the degree of heart rate oscillation during training sessions.
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Affiliation(s)
- Hyun Joo Yoo
- University of Southern California, Los Angeles, CA 90089
| | - Kaoru Nashiro
- University of Southern California, Los Angeles, CA 90089
| | - Shubir Dutt
- University of Southern California, Los Angeles, CA 90089
| | - Jungwon Min
- University of Southern California, Los Angeles, CA 90089
| | - Christine Cho
- University of Southern California, Los Angeles, CA 90089
| | | | | | | | - Mara Mather
- University of Southern California, Los Angeles, CA 90089
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6
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Nashiro K, Min J, Yoo HJ, Cho C, Bachman SL, Dutt S, Thayer JF, Lehrer PM, Feng T, Mercer N, Nasseri P, Wang D, Chang C, Marmarelis VZ, Narayanan S, Nation DA, Mather M. Increasing coordination and responsivity of emotion-related brain regions with a heart rate variability biofeedback randomized trial. COGNITIVE, AFFECTIVE & BEHAVIORAL NEUROSCIENCE 2023; 23:66-83. [PMID: 36109422 PMCID: PMC9931635 DOI: 10.3758/s13415-022-01032-w] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 08/25/2022] [Indexed: 12/15/2022]
Abstract
Heart rate variability is a robust biomarker of emotional well-being, consistent with the shared brain networks regulating emotion regulation and heart rate. While high heart rate oscillatory activity clearly indicates healthy regulatory brain systems, can increasing this oscillatory activity also enhance brain function? To test this possibility, we randomly assigned 106 young adult participants to one of two 5-week interventions involving daily biofeedback that either increased heart rate oscillations (Osc+ condition) or had little effect on heart rate oscillations (Osc- condition) and examined effects on brain activity during rest and during regulating emotion. While there were no significant changes in the right amygdala-medial prefrontal cortex (MPFC) functional connectivity (our primary outcome), the Osc+ intervention increased left amygdala-MPFC functional connectivity and functional connectivity in emotion-related resting-state networks during rest. It also increased down-regulation of activity in somatosensory brain regions during an emotion regulation task. The Osc- intervention did not have these effects. In this healthy cohort, the two conditions did not differentially affect anxiety, depression, or mood. These findings indicate that modulating heart rate oscillatory activity changes emotion network coordination in the brain.
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Affiliation(s)
- Kaoru Nashiro
- University of Southern California, 3715 McClintock Avenue, Los Angeles, CA, 90089, USA
| | - Jungwon Min
- University of Southern California, 3715 McClintock Avenue, Los Angeles, CA, 90089, USA
| | - Hyun Joo Yoo
- University of Southern California, 3715 McClintock Avenue, Los Angeles, CA, 90089, USA
| | - Christine Cho
- University of Southern California, 3715 McClintock Avenue, Los Angeles, CA, 90089, USA
| | - Shelby L Bachman
- University of Southern California, 3715 McClintock Avenue, Los Angeles, CA, 90089, USA
| | - Shubir Dutt
- University of Southern California, 3715 McClintock Avenue, Los Angeles, CA, 90089, USA
| | | | | | - Tiantian Feng
- University of Southern California, 3715 McClintock Avenue, Los Angeles, CA, 90089, USA
| | - Noah Mercer
- University of Southern California, 3715 McClintock Avenue, Los Angeles, CA, 90089, USA
| | - Padideh Nasseri
- University of Southern California, 3715 McClintock Avenue, Los Angeles, CA, 90089, USA
| | - Diana Wang
- University of Southern California, 3715 McClintock Avenue, Los Angeles, CA, 90089, USA
| | | | - Vasilis Z Marmarelis
- University of Southern California, 3715 McClintock Avenue, Los Angeles, CA, 90089, USA
| | - Shri Narayanan
- University of Southern California, 3715 McClintock Avenue, Los Angeles, CA, 90089, USA
| | | | - Mara Mather
- University of Southern California, 3715 McClintock Avenue, Los Angeles, CA, 90089, USA.
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7
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Fincham GW, Strauss C, Montero-Marin J, Cavanagh K. Effect of breathwork on stress and mental health: A meta-analysis of randomised-controlled trials. Sci Rep 2023; 13:432. [PMID: 36624160 PMCID: PMC9828383 DOI: 10.1038/s41598-022-27247-y] [Citation(s) in RCA: 15] [Impact Index Per Article: 15.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2022] [Accepted: 12/28/2022] [Indexed: 01/11/2023] Open
Abstract
Deliberate control of the breath (breathwork) has recently received an unprecedented surge in public interest and breathing techniques have therapeutic potential to improve mental health. Our meta-analysis primarily aimed to evaluate the efficacy of breathwork through examining whether, and to what extent, breathwork interventions were associated with lower levels of self-reported/subjective stress compared to non-breathwork controls. We searched PsycInfo, PubMed, ProQuest, Scopus, Web of Science, ClinicalTrials.gov and ISRCTN up to February 2022, initially identifying 1325 results. The primary outcome self-reported/subjective stress included 12 randomised-controlled trials (k = 12) with a total of 785 adult participants. Most studies were deemed as being at moderate risk of bias. The random-effects analysis yielded a significant small-to-medium mean effect size, g = - 0.35 [95% CI - 0.55, - 0.14], z = 3.32, p = 0.0009, showing breathwork was associated with lower levels of stress than control conditions. Heterogeneity was intermediate and approaching significance, χ211 = 19, p = 0.06, I2 = 42%. Meta-analyses for secondary outcomes of self-reported/subjective anxiety (k = 20) and depressive symptoms (k = 18) showed similar significant effect sizes: g = - 0.32, p < 0.0001, and g = - 0.40, p < 0.0001, respectively. Heterogeneity was moderate and significant for both. Overall, results showed that breathwork may be effective for improving stress and mental health. However, we urge caution and advocate for nuanced research approaches with low risk-of-bias study designs to avoid a miscalibration between hype and evidence.
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Affiliation(s)
| | - Clara Strauss
- grid.12082.390000 0004 1936 7590Department of Psychology, University of Sussex, Brighton, UK ,grid.451317.50000 0004 0489 3918Research and Development Department, Sussex Partnership NHS Foundation Trust, Brighton, UK
| | - Jesus Montero-Marin
- Department of Psychiatry, Warneford Hospital, University of Oxford, Oxford, UK. .,Teaching, Research and Innovation Unit, Parc Sanitari Sant Joan de Déu, Barcelona, Spain. .,Consortium for Biomedical Research in Epidemiology and Public Health (CIBER Epidemiology and Public Health-CIBERESP), Madrid, Spain.
| | - Kate Cavanagh
- grid.12082.390000 0004 1936 7590Department of Psychology, University of Sussex, Brighton, UK ,grid.451317.50000 0004 0489 3918Research and Development Department, Sussex Partnership NHS Foundation Trust, Brighton, UK
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Nashiro K, Yoo HJ, Min J, Cho C, Nasseri P, Zhang Y, Lehrer P, Thayer JF, Mather M. Effects of a randomised trial of 5-week heart rate variability biofeedback intervention on mind wandering and associated brain function. COGNITIVE, AFFECTIVE & BEHAVIORAL NEUROSCIENCE 2022; 22:1349-1357. [PMID: 35761030 DOI: 10.3758/s13415-022-01019-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 06/01/2022] [Indexed: 01/27/2023]
Abstract
Previous research suggests that excessive negative self-related thought during mind wandering involves the default mode network (DMN) core subsystem and the orbitofrontal cortex (OFC). Heart rate variability (HRV) biofeedback, which involves slow paced breathing to increase HRV, is known to promote emotional well-being. However, it remains unclear whether it has positive effects on mind wandering and associated brain function. We conducted a study where young adults were randomly assigned to one of two 5-week interventions involving daily biofeedback that either increased heart rate oscillations via slow paced breathing (Osc+ condition) or had little effect on heart rate oscillations (active control or Osc- condition). The two intervention conditions did not differentially affect mind wandering and DMN core-OFC functional connectivity. However, the magnitude of participants' heart rate oscillations during daily biofeedback practice was associated with pre-to-post decreases in mind wandering and in DMN core-OFC functional connectivity. Furthermore, the reduction in the DMN core-OFC connectivity was associated with a decrease in mind wandering. Our results suggested that daily sessions involving high amplitude heart rate oscillations may help reduce negative mind wandering and associated brain function.
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Affiliation(s)
- Kaoru Nashiro
- University of Southern California, 3715 McClintock Avenue, Los Angeles, CA, 90089, USA
| | - Hyun Joo Yoo
- University of Southern California, 3715 McClintock Avenue, Los Angeles, CA, 90089, USA
| | - Jungwon Min
- University of Southern California, 3715 McClintock Avenue, Los Angeles, CA, 90089, USA
| | - Christine Cho
- University of Southern California, 3715 McClintock Avenue, Los Angeles, CA, 90089, USA
| | - Padideh Nasseri
- University of Southern California, 3715 McClintock Avenue, Los Angeles, CA, 90089, USA
| | - Yong Zhang
- University of Groningen, Groningen, Netherlands
| | | | | | - Mara Mather
- University of Southern California, 3715 McClintock Avenue, Los Angeles, CA, 90089, USA
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9
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Evaluation of Heart Rate Variability and Application of Heart Rate Variability Biofeedback: Toward Further Research on Slow-Paced Abdominal Breathing in Zen Meditation. Appl Psychophysiol Biofeedback 2022; 47:345-356. [PMID: 35579767 DOI: 10.1007/s10484-022-09546-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/27/2022] [Indexed: 11/02/2022]
Abstract
This review summarizes my own involvement in heart rate variability (HRV) and HRV biofeedback studies, as a tribute to the late Dr. Evgeny Vaschillo. I first review psychophysiological studies on behavioral stress and relaxation performed in my laboratory using an assessment of cardiac parasympathetic activity. Although magnitude of high-frequency (HF) component of HRV corresponding respiratory sinus arrhythmia (RSA) is widely used as an index of cardiac parasympathetic function, a respiratory confound during stress or relaxation may have interfered with the proper assessment of the HF HRV. An enhanced method under frequency-controlled respiration at 0.25 Hz provided a reliable assessment of cardiac parasympathetic activity. I then review findings from HRV biofeedback research in my laboratory. Based on the hypothesis that RSA measured as an HF component of HRV represents cardiorespiratory resting function, it was demonstrated that HRV biofeedback before sleep enhanced the magnitude of HF HRV during sleep, a cardiorespiratory resting function. Moreover, by focusing on the spectral peak of the low-frequency (LF) component of HRV, paced breathing at the LF-peak frequency was shown to increase baroreflex sensitivity. Finally, I describe the potential of slow-paced abdominal breathing (i.e., Tanden breathing) performed in Zen meditation. The concept of Tanden breathing as described in a regimen from early modern Japan is introduced, and recent research findings on slow-paced abdominal breathing are summarized. Future research directions of slow-paced abdominal breathing are also discussed.
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10
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Goshvarpour A, Goshvarpour A. Verhulst map measures: new biomarkers for heart rate classification. Phys Eng Sci Med 2022; 45:513-523. [PMID: 35303265 DOI: 10.1007/s13246-022-01117-3] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2021] [Accepted: 03/08/2022] [Indexed: 12/16/2022]
Abstract
Recording, monitoring, and analyzing biological signals has received significant attention in medicine. A fundamental phase for understanding a bio-system under various conditions is to process the corresponding bio-signal appropriately. To this effect, different conventional and nonlinear approaches have been proposed. However, since the non-stationary properties of the bio-signals are not revealed by traditional linear methods, nonlinear dynamical techniques play a crucial role in examining the behavior of a bio-system. This work proposes new bio-markers based on the chaotic nature of the biomedical signals. These measures were introduced using the Verhulst map, a simple tool for characterizing the morphology of the reconstructed phase space. For this purpose, we extracted the features from the heart rate (HR) signals of six groups of meditators and non-meditators. For a typical classification problem, the performance of some conventional classifiers, including the k-nearest neighbor, support vector machine, and Naïve Bayes, was appraised separately. In addition, the competence of a hybrid classification strategy was inspected using majority voting. The results indicated a maximum accuracy, F1-score, and sensitivity of 100%. These findings reveal that the proposed framework is eminently capable of analyzing and classifying the HR signals of the groups. In conclusion, the Verhulst diagram-based measures are simple and based on the dynamics of the bio-signals, which can be served for quantifying different signals in medical systems.
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Affiliation(s)
- Atefeh Goshvarpour
- Department of Biomedical Engineering, Faculty of Electrical Engineering, Sahand University of Technology, Tabriz, Iran
| | - Ateke Goshvarpour
- Department of Biomedical Engineering, Imam Reza International University, Mashhad, Razavi Khorasan, Iran. .,Health Technology Research Center, Imam Reza International University, Mashhad, Razavi Khorasan, Iran.
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11
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Abstract
This paper reviews the published work of me along with my students and close colleagues on the topic of heart rate variability biofeedback (HRVB). It includes early research by Vaschillo documenting resonance characteristics of the baroreflex system that causes large oscillations in heart rate when breathing at resonance frequency, research on heart rate variability as a marker of parasympathetic stress response in asthma, and HRVB as a treatment for asthma and depression. Many questions about HRVB remain unresolved, and important questions for future research are listed.
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Affiliation(s)
- Paul Lehrer
- Rutgers Robert Wood Johnson Medical School, Piscataway, NJ, USA.
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12
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Millon EM, Lehrer PM, Shors TJ. Meditation and Aerobic Exercise Enhance Mental Health Outcomes and Pattern Separation Learning Without Changing Heart Rate Variability in Women with HIV. Appl Psychophysiol Biofeedback 2022; 47:27-42. [PMID: 35040014 PMCID: PMC8763305 DOI: 10.1007/s10484-021-09530-2] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/03/2021] [Indexed: 01/01/2023]
Abstract
Mental and physical (MAP) training targets the brain and the body through a combination of focused-attention meditation and aerobic exercise. The following feasibility pilot study tested whether 6 weeks of MAP training improves mental health outcomes, while enhancing discrimination learning and heart rate variability (HRV) in a group of women living with human immunodeficiency virus (HIV) and other stress-related conditions. Participants were assigned to training (n = 18) or no-training control (n = 8) groups depending on their ability and willingness to participate, and if their schedule allowed. Training sessions were held once a week for 6 weeks with 30 min of meditation followed by 30 min of aerobic exercise. Before and after 6 weeks of training, participants completed the Behavioral Pattern Separation Task as a measure of discrimination learning, self-report questionnaires of ruminative and trauma-related thoughts, depression, anxiety, and perceived stress, and an assessment of HRV at rest. After training, participants reported fewer ruminative and trauma-related thoughts, fewer depressive and anxiety symptoms, and less perceived stress (p’s < 0.05). The positive impact on ruminative thoughts and depressive symptoms persisted 6 months after training. They also demonstrated enhanced discrimination of similar patterns of information (p < 0.05). HRV did not change after training (p > 0.05). Combining mental and physical training is an effective program for enhancing mental health and aspects of cognition in women living with HIV, although not necessarily through variance in heart rate.
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Affiliation(s)
- Emma M Millon
- Behavioral and Systems Neuroscience, Department of Psychology, Rutgers University, Piscataway, New Jersey, USA.
| | - Paul M Lehrer
- Department of Psychiatry, Rutgers-Robert Wood Johnson Medical School, Piscataway, New Jersey, USA
| | - Tracey J Shors
- Behavioral and Systems Neuroscience, Department of Psychology, Rutgers University, Piscataway, New Jersey, USA.,W.M. Keck Center for Collaborative Neuroscience, Rutgers University, Piscataway, New Jersey, USA
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13
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Katyal S, Goldin P. Alpha and theta oscillations are inversely related to progressive levels of meditation depth. Neurosci Conscious 2021; 2021:niab042. [PMID: 34858638 PMCID: PMC8633885 DOI: 10.1093/nc/niab042] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2021] [Revised: 09/06/2021] [Accepted: 11/17/2021] [Indexed: 11/21/2022] Open
Abstract
Meditation training is proposed to enhance mental well-being by modulating neural activity, particularly alpha and theta brain oscillations, and autonomic activity. Although such enhancement also depends on the quality of meditation, little is known about how these neural and physiological changes relate to meditation quality. One model characterizes meditation quality as five increasing levels of ‘depth’: hindrances, relaxation, concentration, transpersonal qualities and nonduality. We investigated the neural oscillatory (theta, alpha, beta and gamma) and physiological (respiration rate, heart rate and heart rate variability) correlates of the self-reported meditation depth in long-term meditators (LTMs) and meditation-naïve controls (CTLs). To determine the neural and physiological correlates of meditation depth, we modelled the change in the slope of the relationship between self-reported experiential degree at each of the five depth levels and the multiple neural and physiological measures. CTLs reported experiencing more ‘hindrances’ than LTMs, while LTMs reported more ‘transpersonal qualities’ and ‘nonduality’ compared to CTLs, confirming the experiential manipulation of meditation depth. We found that in both groups, theta (4–6 Hz) and alpha (7–13 Hz) oscillations were related to meditation depth in a precisely opposite manner. The theta amplitude positively correlated with ‘hindrances’ and increasingly negatively correlated with increasing meditation depth levels. Alpha amplitude negatively correlated with ‘hindrances’ and increasingly positively with increasing depth levels. The increase in the inverse association between theta and meditation depth occurred over different scalp locations in the two groups—frontal midline in LTMs and frontal lateral in CTLs—possibly reflecting the downregulation of two different aspects of executive processing—monitoring and attention regulation, respectively—during deep meditation. These results suggest a functional dissociation of the two classical neural signatures of meditation training, namely, alpha and theta oscillations. Moreover, while essential for overcoming ‘hindrances’, executive neural processing appears to be downregulated during deeper meditation experiences.
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Affiliation(s)
- Sucharit Katyal
- Betty Irene Moore School of Nursing, University of California Davis Medical Center, Sacramento, CA 95817, California
| | - Philippe Goldin
- Betty Irene Moore School of Nursing, University of California Davis Medical Center, Sacramento, CA 95817, California
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Volodina M, Smetanin N, Lebedev M, Ossadtchi A. Cortical and autonomic responses during staged Taoist meditation: Two distinct meditation strategies. PLoS One 2021; 16:e0260626. [PMID: 34855823 PMCID: PMC8638869 DOI: 10.1371/journal.pone.0260626] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2021] [Accepted: 11/12/2021] [Indexed: 11/28/2022] Open
Abstract
Meditation is a consciousness state associated with specific physiological and neural correlates. Numerous investigations of these correlates reported controversial results which prevented a consistent depiction of the underlying neurophysiological processes. Here we investigated the dynamics of multiple neurophysiological indicators during a staged meditation session. We measured the physiological changes at rest and during the guided Taoist meditation in experienced meditators and naive subjects. We recorded EEG, respiration, galvanic skin response, and photoplethysmography. All subjects followed the same instructions split into 16 stages. In the experienced meditators group we identified two subgroups with different physiological markers dynamics. One subgroup showed several signs of general relaxation evident from the changes in heart rate variability, respiratory rate, and EEG rhythmic activity. The other subgroup exhibited mind concentration patterns primarily noticeable in the EEG recordings while no autonomic responses occurred. The duration and type of previous meditation experience or any baseline indicators we measured did not explain the segregation of the meditators into these two groups. These results suggest that two distinct meditation strategies could be used by experienced meditators, which partly explains the inconsistent results reported in the earlier studies evaluating meditation effects. Our findings are also relevant to the development of the high-end biofeedback systems.
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Affiliation(s)
- Maria Volodina
- Center for Bioelectric Interfaces, HSE University, Moscow, Russia
| | - Nikolai Smetanin
- Center for Bioelectric Interfaces, HSE University, Moscow, Russia
| | - Mikhail Lebedev
- Center for Bioelectric Interfaces, HSE University, Moscow, Russia
| | - Alexei Ossadtchi
- Center for Bioelectric Interfaces, HSE University, Moscow, Russia
- Artificial intelligence Research Institute, Moscow, Russia
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15
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Ooishi Y, Fujino M, Inoue V, Nomura M, Kitagawa N. Differential Effects of Focused Attention and Open Monitoring Meditation on Autonomic Cardiac Modulation and Cortisol Secretion. Front Physiol 2021; 12:675899. [PMID: 34335292 PMCID: PMC8320390 DOI: 10.3389/fphys.2021.675899] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2021] [Accepted: 06/22/2021] [Indexed: 12/18/2022] Open
Abstract
Mindfulness-based interventions (MBIs) have been used widely as a useful tool for the alleviation of various stress-related symptoms. However, the effects of MBIs on stress-related physiological activity have not yet been ascertained. MBIs primarily consist of focused-attention (FA) and open-monitoring (OM) meditation. Since differing effects of FA and OM meditation on brain activities and cognitive tasks have been mentioned, we hypothesized that FA and OM meditation have also differing effects on stress-related physiological activity. In this study, we examined the effects of FA and OM meditation on autonomic cardiac modulation and cortisol secretion. Forty-one healthy adults (aged 20-46 years) who were meditation novices experienced 30-min FA and OM meditation tasks by listening to instructions. During resting- and meditation-states, electrocardiogram transducers were attached to participants to measure the R-R interval, which were used to evaluate heart rate (HR) and perform heart rate variability (HRV) analyses. Saliva samples were obtained from participants pre- and post-meditation to measure salivary cortisol levels. Results showed that FA meditation induced a decrease in HR and an increase in the root mean square of successive differences (rMSDD). In contrast, OM meditation induced an increase in the standard deviation of the normal-to-normal interval (SDNN) to rMSSD ratio (SDNN/rMSSD) and a decrease in salivary cortisol levels. These results suggest that FA meditation elevates physiological relaxation, whereas OM meditation elevates physiological arousal and reduces stress.
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Affiliation(s)
- Yuuki Ooishi
- NTT Communication Science Laboratories, NTT Corporation, Atsugi, Japan
| | - Masahiro Fujino
- Open Innovation Institute, Kyoto University, Kyoto, Japan.,Division of Cognitive Psychology in Education, Graduate School of Education, Kyoto University, Kyoto, Japan
| | - Vimala Inoue
- Faculty of Health Science, Health Science University, Fujikawaguchiko, Japan
| | - Michio Nomura
- Division of Cognitive Psychology in Education, Graduate School of Education, Kyoto University, Kyoto, Japan
| | - Norimichi Kitagawa
- NTT Communication Science Laboratories, NTT Corporation, Atsugi, Japan.,BKC Research Organization of Social Sciences, Ritsumeikan University, Kusatsu, Japan.,Yoshika Institute of Psychology, Kanoashi, Japan
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16
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Oikawa LO, Hirota A, Uratani H, Sakakibara M. History and Recent Advances of the Japanese Society of Biofeedback Research. Appl Psychophysiol Biofeedback 2021; 46:309-318. [PMID: 34146187 PMCID: PMC8214059 DOI: 10.1007/s10484-021-09516-0] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
This article provides an overview of the history of the Japanese Society of Biofeedback Research (JSBR) and presents some of its recent advances. Most of the research papers published in the JSBR journal (Biofeedback Kenkyu) have been written in Japanese, and therefore have had very few opportunities to reach global readers. We would like to present some of important findings previously published there. First, we present the history of the JSBR. Secondly, we will focus on paced breathing, which is instrumental in achieving relaxation in heart rate variability biofeedback (HRV-BF). We will look back on the origin of slow-paced breathing in Japan, that could be attributed to the concept of Tanden breathing (abdominal paced breathing) practiced in Zen meditation. Thirdly, we will introduce some of the current research progresses of JSBR, especially focusing on the development of a non-contact sensing technology and relaxation device. Finally, we will explain about a very recent trial, the "Suu-Haa" Relaxation Technique, which we hope may be useful for helping people cope with the SARS-CoV-2 (COVID-19) crisis.
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Affiliation(s)
- Leo O Oikawa
- Department of Rehabilitation Medicine, Asahikawa Medical University Hospital, Asahikawa, Japan
| | - Akihisa Hirota
- Department of Child Psychology, Kamakura Women's University, Kamakura, Japan
| | | | - Masahito Sakakibara
- Department of Psychology, Aichi Gakuin University, 12 Araike Iwasaki-cho, Nisshin-shi, Aichi, 470-0195, Japan.
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Asymmetry of lagged Poincare plot in heart rate signals during meditation. J Tradit Complement Med 2021; 11:16-21. [PMID: 33511057 PMCID: PMC7817711 DOI: 10.1016/j.jtcme.2020.01.002] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2019] [Revised: 01/06/2020] [Accepted: 01/08/2020] [Indexed: 12/03/2022] Open
Abstract
Background and aim Heart rate variability (HRV) quantifies the variability in the heart’s beat-to-beat intervals. This signal is a potential marker of cardiac function in normal, pathological, and psychological states. Signal asymmetry refers to an unequal distribution in the signal, which can be found by a two-dimensional Poincare plot. Earlier, heart rate asymmetry (HRA) was assessed using a conventional Poincare plot (lag of 1). In this study, we have investigated the effect of delay on the phase space asymmetry using lagged Poincare’s plot. Experimental procedure This study compared the presence/lack of asymmetries in the HRV data of 12 meditators (four Kundalini yoga (Yoga) at an advanced level of meditation, eight Chinese Chi meditators (Chi) ∼1–3 months) to 25 non-meditators (11 spontaneous nocturnal breathing (Normal) and 14 metronomic breathing (Metron)). Poincare’s plots were constructed with six different lags, and HRA was calculated. The analysis was conducted using HRV data provided in the Physionet database. Results The results showed that using conventional Poincare’s plot (lag of 1), the lowest HRA was observed in the Metron group. In addition, the HRA index was different between meditators and non-meditator groups. Moreover, as the most significant difference between groups was observed in a delay of 6, the role of the delay selection on the signal asymmetry was revealed. Conclusion The difference between lagged HRA responses on Yoga in comparison with other groups can be an emphasis on the importance of choosing the type of meditation technique and its effects on the cardiovascular system. Asymmetries in HRV was assessed in different meditator and non-meditator groups. The role of delay selection was explored on the phase space asymmetry using lagged Poincare plot. A weaker asymmetry was observed in the metronomic breathing group. The most significant difference between groups was perceived in a delay of six.
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Delorme A, Grandchamp R, Curot J, Barragan-Jason G, Denuelle M, Sol JC, Valton L. Effect of meditation on intracerebral EEG in a patient with temporal lobe epilepsy: A case report. Explore (NY) 2020; 17:197-202. [PMID: 33262082 DOI: 10.1016/j.explore.2020.11.005] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2019] [Revised: 11/12/2020] [Accepted: 11/21/2020] [Indexed: 12/21/2022]
Abstract
Meditation has been deemed a miracle cure for a wide range of neurological disorders. However, it is unclear whether meditation practice would be beneficial for patients suffering from epilepsy. Here we report on the comparison of the effects of focused-attention meditation and a control task on electroencephalographic (EEG) activity in a patient undergoing stereoencephalographic (SEEG) investigation for drug-resistant epilepsy. The patient routinely practiced focused-attention meditation and reported that she found it beneficial. During the SEEG investigation, intracerebral EEG data were recorded during meditation as well as during mind-wandering task. The EEG data were analyzed for type of electrical activity (labeled) by two expert epileptologists. We found that the proportion of EEG segments containing activity classified as interictal epileptiform discharges (IEDs; abnormal electrical activity that occurs between seizures) increased significantly during meditation practice. Although the finding was surprising, this increase in IEDs may not correlate with an increase in seizure frequency, and the patient might still benefit from practicing meditation. The finding does, however, warrant further studies on the influence of meditation on epileptic activity.
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Affiliation(s)
- A Delorme
- CERCO - Centre de Recherche Cerveau et Cognition UMR 5549 - CNRS - UPS - Pavillon Baudot, Centre Hospitalier Universitaire de Toulouse, Hôpital Purpan, Place du Dr Baylac, 31059 Toulouse, France; Swartz Center for Computational Neuroscience, Institute for Neural Computation, University of California San Diego, La Jolla CA, United States; Institute of Noetic Science, Petaluma, CA, USA.
| | - R Grandchamp
- CERCO - Centre de Recherche Cerveau et Cognition UMR 5549 - CNRS - UPS - Pavillon Baudot, Centre Hospitalier Universitaire de Toulouse, Hôpital Purpan, Place du Dr Baylac, 31059 Toulouse, France
| | - J Curot
- CERCO - Centre de Recherche Cerveau et Cognition UMR 5549 - CNRS - UPS - Pavillon Baudot, Centre Hospitalier Universitaire de Toulouse, Hôpital Purpan, Place du Dr Baylac, 31059 Toulouse, France.
| | - G Barragan-Jason
- CERCO - Centre de Recherche Cerveau et Cognition UMR 5549 - CNRS - UPS - Pavillon Baudot, Centre Hospitalier Universitaire de Toulouse, Hôpital Purpan, Place du Dr Baylac, 31059 Toulouse, France
| | - M Denuelle
- Service des Explorations Neurophysiologiques, Centre Hospitalier Universitaire de Toulouse, Hôpital Pierre paul Riquet - Purpan, TSA 40031, 31059 Toulouse cedex 9, France.
| | - J C Sol
- Service des Explorations Neurophysiologiques, Centre Hospitalier Universitaire de Toulouse, Hôpital Pierre paul Riquet - Purpan, TSA 40031, 31059 Toulouse cedex 9, France; TONIC - Toulouse NeuroImaging Center, Université de Toulouse, Inserm, UPS, Pavillon Baudot, Centre Hospitalier Universitaire de Toulouse, Hôpital Purpan, Place du Dr Baylac, 31059 Toulouse, France.
| | - L Valton
- CERCO - Centre de Recherche Cerveau et Cognition UMR 5549 - CNRS - UPS - Pavillon Baudot, Centre Hospitalier Universitaire de Toulouse, Hôpital Purpan, Place du Dr Baylac, 31059 Toulouse, France; Service des Explorations Neurophysiologiques, Centre Hospitalier Universitaire de Toulouse, Hôpital Pierre paul Riquet - Purpan, TSA 40031, 31059 Toulouse cedex 9, France.
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19
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The Effectiveness of Combat Tactical Breathing as Compared with Prolonged Exhalation. Appl Psychophysiol Biofeedback 2020; 46:19-28. [PMID: 32757097 DOI: 10.1007/s10484-020-09485-w] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
Abstract
Tactical breathing (TB) is used by military and law enforcement personnel to reduce stress and maintain psychomotor and cognitive performance in dangerous situations (Grossman and Christensen, in On combat: the psychology and physiology of deadly conflict in war and in peace, PPCT Research Publications, Belleville, 2008). So far, empirical evidence on the effectiveness of TB is limited and there are breathing techniques that are easier to learn and to apply. This study compared the effectiveness of tactical breathing and prolonged exhalation (ProlEx) under laboratory conditions. Thirty healthy participants performed a Stroop interference task under time pressure and noise distraction. Time pressure was induced with short inter-trial intervals of 350 ms and short trial durations of 1500 ms. Acoustic distraction was realised with white noise with intensity increasing from 77 to 89 dB SPL over the course of an experimental block. In a counterbalanced repeated-measures design, participants used either TB or ProlEx to reduce the induced psychological and physiological arousal. Stress reactions were assessed on the subjective level (Steyer et al., in Multidimensional mood questionnaire (MDMQ), Hogrefe, Göttingen, 1997) and on the physiological level (heart rate, heart rate variability, electrodermal activity). Results showed no significant differences between breathing techniques on the subjective level. While participants showed a lower physiological arousal in the TB condition, better performance was achieved in the ProlEx condition. Results indicate that TB may be superior in passive coping conditions, while ProlEx is more effective when active coping is required.
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20
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Noble DJ, Hochman S. Hypothesis: Pulmonary Afferent Activity Patterns During Slow, Deep Breathing Contribute to the Neural Induction of Physiological Relaxation. Front Physiol 2019; 10:1176. [PMID: 31572221 PMCID: PMC6753868 DOI: 10.3389/fphys.2019.01176] [Citation(s) in RCA: 51] [Impact Index Per Article: 10.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2019] [Accepted: 08/30/2019] [Indexed: 12/26/2022] Open
Abstract
Control of respiration provides a powerful voluntary portal to entrain and modulate central autonomic networks. Slowing and deepening breathing as a relaxation technique has shown promise in a variety of cardiorespiratory and stress-related disorders, but few studies have investigated the physiological mechanisms conferring its benefits. Recent evidence suggests that breathing at a frequency near 0.1 Hz (6 breaths per minute) promotes behavioral relaxation and baroreflex resonance effects that maximize heart rate variability. Breathing around this frequency appears to elicit resonant and coherent features in neuro-mechanical interactions that optimize physiological function. Here we explore the neurophysiology of slow, deep breathing and propose that coincident features of respiratory and baroreceptor afferent activity cycling at 0.1 Hz entrain central autonomic networks. An important role is assigned to the preferential recruitment of slowly-adapting pulmonary afferents (SARs) during prolonged inhalations. These afferents project to discrete areas in the brainstem within the nucleus of the solitary tract (NTS) and initiate inhibitory actions on downstream targets. Conversely, deep exhalations terminate SAR activity and activate arterial baroreceptors via increases in blood pressure to stimulate, through NTS projections, parasympathetic outflow to the heart. Reciprocal SAR and baroreceptor afferent-evoked actions combine to enhance sympathetic activity during inhalation and parasympathetic activity during exhalation, respectively. This leads to pronounced heart rate variability in phase with the respiratory cycle (respiratory sinus arrhythmia) and improved ventilation-perfusion matching. NTS relay neurons project extensively to areas of the central autonomic network to encode important features of the breathing pattern that may modulate anxiety, arousal, and attention. In our model, pronounced respiratory rhythms during slow, deep breathing also support expression of slow cortical rhythms to induce a functional state of alert relaxation, and, via nasal respiration-based actions on olfactory signaling, recruit hippocampal pathways to boost memory consolidation. Collectively, we assert that the neurophysiological processes recruited during slow, deep breathing enhance the cognitive and behavioral therapeutic outcomes obtained through various mind-body practices. Future studies are required to better understand the physio-behavioral processes involved, including in animal models that control for confounding factors such as expectancy biases.
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Affiliation(s)
- Donald J Noble
- Department of Physiology, Emory University School of Medicine, Atlanta, GA, United States
| | - Shawn Hochman
- Department of Physiology, Emory University School of Medicine, Atlanta, GA, United States
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21
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Noble DJ, Martin KK, Parvin S, Garraway SM. Spontaneous and Stimulus-Evoked Respiratory Rate Elevation Corresponds to Development of Allodynia in Spinal Cord-Injured Rats. J Neurotrauma 2019; 36:1909-1922. [PMID: 30489202 DOI: 10.1089/neu.2018.5936] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022] Open
Abstract
Respiratory complications frequently accompany spinal cord injury (SCI) and slowed breathing has been shown to mitigate pain sensitivity. It is possible that elevated respiratory rates (RRs) signal the emergence of chronic pain after SCI. We previously validated the use of remote electric field sensors to noninvasively track breathing in freely behaving rodents. Here, we examined spontaneous (resting) and stimulus-evoked RRs as potential indices of mechanical hypersensitivity following SCI. Adult male Long-Evans rats received a lower thoracic hemisection or contusion SCI, or sham surgery, and underwent weekly assessments of mechanical and thermal sensitivity using the von Frey and Hargreaves tests, respectively. Resting RRs were recorded with remote sensors prior to nociception assays as well as 1 day post-surgery. Evoked RRs were quantified weekly in response to at-level mechanical stimulation provided by a small brush at various stimulation speeds, including those corresponding to the distinct tuning properties of a sub-population of cutaneous afferents known as C-low threshold mechanoreceptors. SCI rats developed mechanical hypersensitivity, which peaked 2-3 weeks after SCI. Compared with at baseline, hemisection SCI rats showed significantly heightened resting RRs at 1 day and 7 days post-injury, and the latter predicted development of pain hypersensitivity. In contusion SCI rats, resting RR increases were less substantial but occurred at all weekly time-points. Increases in brush-evoked RR coincided with full expression of hypersensitivity at 14 (hemisection) or 21 (contusion) days after SCI, and these effects were restricted to the lowest brush speeds. Our results support the possibility that early changes in RR may convey pain information in rats.
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Affiliation(s)
- Donald J Noble
- Department of Physiology, Emory University School of Medicine, Atlanta, Georgia
| | - Karmarcha K Martin
- Department of Physiology, Emory University School of Medicine, Atlanta, Georgia
| | - Shangrila Parvin
- Department of Physiology, Emory University School of Medicine, Atlanta, Georgia
| | - Sandra M Garraway
- Department of Physiology, Emory University School of Medicine, Atlanta, Georgia
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22
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Svetlov AS, Nelson MM, Antonenko PD, McNamara JPH, Bussing R. Commercial mindfulness aid does not aid short-term stress reduction compared to unassisted relaxation. Heliyon 2019; 5:e01351. [PMID: 30923771 PMCID: PMC6423491 DOI: 10.1016/j.heliyon.2019.e01351] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2018] [Revised: 12/31/2018] [Accepted: 03/12/2019] [Indexed: 10/27/2022] Open
Abstract
Increased public interest in mindfulness has generated a burgeoning market in new consumer technologies. Two exploratory studies examined effects of InteraXon's "Muse" electroencephalography (EEG)-based neurofeedback device and mobile application on mindfulness-based relaxation activities. Psychophysiological outcomes (heart rate variability (HRV), electro-dermal activity (EDA), saliva amylase activity (sAA) and Muse application EEG "calm percent") were collected for two 7-minute conditions: Muse-assisted relaxation exercise (MARE), and unassisted relaxation exercise (URE). In the first study, participants (n = 99) performed both conditions in a randomized sequential design. A follow-up study used a randomized parallel condition (n = 44) to test for differences in HRV effects between the two conditions and extended follow-up observation. Generalized estimating equation models demonstrated a moderate increase in HRV following relaxation exercises, with no observable difference between MARE and URE conditions. Both MARE and URE conditions produced equally effective short-term increases in heart rate variability, without additional benefit from neurofeedback.
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Affiliation(s)
- Artem S Svetlov
- Department of Psychiatry, College of Medicine, University of Florida, PO Box 100256, 1149 Newell, Dr., L4-100, Gainesville, FL 32611, USA
| | - Melanie M Nelson
- Department of Psychiatry, College of Medicine, University of Florida, PO Box 100256, 1149 Newell, Dr., L4-100, Gainesville, FL 32611, USA
| | - Pavlo D Antonenko
- College of Education, University of Florida, G416 Norman Hall, PO Box 117042, Gainesville, FL 32611, USA
| | - Joseph P H McNamara
- Department of Psychiatry, College of Medicine, University of Florida, PO Box 100256, 1149 Newell, Dr., L4-100, Gainesville, FL 32611, USA
| | - Regina Bussing
- Department of Psychiatry, College of Medicine, University of Florida, PO Box 100256, 1149 Newell, Dr., L4-100, Gainesville, FL 32611, USA
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Heart rate variability biofeedback and other psychophysiological procedures as important elements in psychotherapy. Int J Psychophysiol 2018; 131:89-95. [DOI: 10.1016/j.ijpsycho.2017.09.012] [Citation(s) in RCA: 37] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2017] [Revised: 09/13/2017] [Accepted: 09/14/2017] [Indexed: 12/21/2022]
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24
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Joufflineau C, Vincent C, Bachrach A. Synchronization, Attention and Transformation: Multidimensional Exploration of the Aesthetic Experience of Contemporary Dance Spectators. Behav Sci (Basel) 2018; 8:E24. [PMID: 29439435 PMCID: PMC5836007 DOI: 10.3390/bs8020024] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2017] [Revised: 02/01/2018] [Accepted: 02/02/2018] [Indexed: 01/15/2023] Open
Abstract
The co-presence of bodies in intersubjective situations can give rise to processes of kinesthetic empathy and physiological synchronization, especially in the context of dance: the body and attention of the spectators are oriented towards the dancers. In this study, we investigate the processes of "body-mind" resonance between a choreography and its spectators, and more specifically the lasting impact of this resonance post-performance. We then explore the relation between the observed effects and subjective measures of attention. The study focuses on the work of the French choreographer Myriam Gourfink, who develops a unique movement, based on the slower breathing of dancers: the breathing generates an extremely slow movement without rhythmic ruptures. Phenomenological studies of her work report changes in temporal perception and changes in bodily attentional states. We made use of two cognitive tasks in order to quantify this change in temporal perception: Spontaneous Motor Tempo (SMT) and Apparent Motion effect (AM) before and after a 40-min live performance. Subjective reports were collected at the end of the performance. Physiological data were recorded before and after the performance. We performed a control experiment with a choreography of a distinctly different quality of movement. Post-Gourfink performance, we observed a significant deceleration of SMT and a decrease in its variability, while AM was reported with longer temporal intervals. Neither of these effects was observed in the control condition. Furthermore, an increase in perception of AM was correlated with a slower breathing rate after the performance. Correlations with subjective reports suggest a link between changes in cognitive and physiological dynamics and the degree of absorption of the spectators in the performance. In addition, these changes were related to specific reported attentional dispositions that we interpret as a form of attentional resonance. The ensemble of the results suggests an expansion of the "specious present" that is related to the slowing of physiological rhythms, and an attentional resonance between spectators and the choreography. The intricate relation we observed between inter-personal resonance and temporal cognition, foregrounds the notion of shared present as a neurophenomenological construct.
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Affiliation(s)
- Coline Joufflineau
- UMR 8218, Institut ACTE, 75015 Paris, France.
- ICI-project, Labex Arts H2H, Université Paris 8, 93526 Saint-Denis, France.
| | - Coralie Vincent
- UMR 7023 CNRS/Paris 8, 75017 Paris, France.
- ICI-project, Labex Arts H2H, Université Paris 8, 93526 Saint-Denis, France.
| | - Asaf Bachrach
- UMR 7023 CNRS/Paris 8, 75017 Paris, France.
- ICI-project, Labex Arts H2H, Université Paris 8, 93526 Saint-Denis, France.
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Mather M, Thayer J. How heart rate variability affects emotion regulation brain networks. Curr Opin Behav Sci 2018; 19:98-104. [PMID: 29333483 DOI: 10.1016/j.cobeha.2017.12.017] [Citation(s) in RCA: 218] [Impact Index Per Article: 36.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Abstract
Individuals with high heart rate variability tend to have better emotional well-being than those with low heart rate variability, but the mechanisms of this association are not yet clear. In this paper, we propose the novel hypothesis that by inducing oscillatory activity in the brain, high amplitude oscillations in heart rate enhance functional connectivity in brain networks associated with emotion regulation. Recent studies using daily biofeedback sessions to increase the amplitude of heart rate oscillations suggest that high amplitude physiological oscillations have a causal impact on emotional well-being. Because blood flow timing helps determine brain network structure and function, slow oscillations in heart rate have the potential to strengthen brain network dynamics, especially in medial prefrontal regulatory regions that are particularly sensitive to physiological oscillations.
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Noble DJ, Goolsby WN, Garraway SM, Martin KK, Hochman S. Slow Breathing Can Be Operantly Conditioned in the Rat and May Reduce Sensitivity to Experimental Stressors. Front Physiol 2017; 8:854. [PMID: 29163199 PMCID: PMC5670354 DOI: 10.3389/fphys.2017.00854] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2017] [Accepted: 10/12/2017] [Indexed: 12/13/2022] Open
Abstract
In humans, exercises involving slowed respiratory rate (SRR) counter autonomic sympathetic bias and reduce responses to stressors, including in individuals with various degrees of autonomic dysfunction. In the rat, we examined whether operant conditioning could lead to reductions in respiratory rate (RR) and performed preliminary studies to assess whether conditioned SRR was sufficient to decrease physiological and behavioral responsiveness to stressors. RR was continuously monitored during 20 2-h sessions using whole body plethysmography. SRR conditioned, but not yoked control rats, were able to turn off aversive visual stimulation (intermittent bright light) by slowing their breathing below a preset target of 80 breaths/min. SRR conditioned rats greatly increased the incidence of breaths below the target RR over training, with average resting RR decreasing from 92 to 81 breaths/min. These effects were significant as a group and vs. yoked controls. Preliminary studies in a subset of conditioned rats revealed behavioral changes suggestive of reduced reactivity to stressful and nociceptive stimuli. In these same rats, intermittent sessions without visual reinforcement and a post-training priming stressor (acute restraint) demonstrated that conditioned rats retained reduced RR vs. controls in the absence of conditioning. In conclusion, we present the first successful attempt to operantly condition reduced RR in an animal model. Although further studies are needed to clarify the physio-behavioral concomitants of slowed breathing, the developed model may aid subsequent neurophysiological inquiries on the role of slow breathing in stress reduction.
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Affiliation(s)
- Donald J Noble
- Department of Physiology, Emory University School of Medicine, Atlanta, GA, United States
| | - William N Goolsby
- Department of Physiology, Emory University School of Medicine, Atlanta, GA, United States
| | - Sandra M Garraway
- Department of Physiology, Emory University School of Medicine, Atlanta, GA, United States
| | - Karmarcha K Martin
- Department of Physiology, Emory University School of Medicine, Atlanta, GA, United States
| | - Shawn Hochman
- Department of Physiology, Emory University School of Medicine, Atlanta, GA, United States
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Abstract
Heart rate variability (HRV) has been used as a proxy for health and fitness and indicator of autonomic regulation and therefore, appears well placed to assess the changes occurring with mind.-body practices that facilitate autonomic balance. While many studies suggest that yoga influences HRV, such studies have not been systematically reviewed. We aimed to systematically review all published papers that report on yoga practices and HRV. A comprehensive search of multiple databases was conducted and all studies that reported a measure of HRV associated with any yoga practice were included. Studies were categorized by the study design and type of yoga practice. A total of 59 studies were reviewed involving a total of 2358 participants. Most studies were performed in India on relatively small numbers of healthy male yoga practitioners during a single laboratory session. Of the reviewed studies, 15 were randomized controlled trials with 6 having a Jadad score of 3. The reviewed studies suggest that yoga can affect cardiac autonomic regulation with increased HRV and vagal dominance during yoga practices. Regular yoga practitioners were also found to have increased vagal tone at rest compared to non-yoga practitioners. It is premature to draw any firm conclusions about yoga and HRV as most studies were of poor quality, with small sample sizes and insufficient reporting of study design and statistical methods. Rigorous studies with detailed reporting of yoga practices and any corresponding changes in respiration are required to determine the effect of yoga on HRV.
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Affiliation(s)
- Anupama Tyagi
- School of Health Sciences, RMIT University, Bundoora, Australia
| | - Marc Cohen
- School of Health Sciences, RMIT University, Bundoora, Australia
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Wielgosz J, Schuyler BS, Lutz A, Davidson RJ. Long-term mindfulness training is associated with reliable differences in resting respiration rate. Sci Rep 2016; 6:27533. [PMID: 27272738 PMCID: PMC4895172 DOI: 10.1038/srep27533] [Citation(s) in RCA: 42] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2016] [Accepted: 05/18/2016] [Indexed: 01/13/2023] Open
Abstract
Respiration rate is known to correlate with aspects of psychological well-being, and attention to respiration is a central component of mindfulness meditation training. Both traditional contemplative systems and recent empirical evidence support an association between formal mindfulness practice and decreased respiration rate. However, the question of whether long-term mindfulness training is associated with stable, generalized changes in respiration has yet to be directly investigated. We analyzed respiration patterns across multiple time points, separated by two months or more, in a group of long-term mindfulness meditation practitioners (LTMs, n = 31) and a matched group of non-meditators (Controls, n = 38). On average, LTMs showed slower baseline respiration rate (RR) than Controls. Among LTMs, greater practice experience was associated with slower RR, independently of age and gender. Furthermore, this association was specific to intensive retreat practice, and was not seen for routine daily practice. Full days of meditation practice did not produce detectable changes in baseline RR, suggesting distal rather than immediate effects. All effects were independent of physiological characteristics including height, weight, body-mass index and waist-hip ratio. We discuss implications for continued study of the long-term effects of mindfulness training on health and well-being.
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Affiliation(s)
- Joseph Wielgosz
- Center for Healthy Minds, University of Wisconsin-Madison, Madison, WI, 53705, USA.,Waisman Laboratory for Brain Imaging and Behavior, University of Wisconsin-Madison, Madison, WI, 53705, USA.,Department of Psychology, University of Wisconsin-Madison, Madison, WI, 53706, USA
| | - Brianna S Schuyler
- Center for Healthy Minds, University of Wisconsin-Madison, Madison, WI, 53705, USA.,Waisman Laboratory for Brain Imaging and Behavior, University of Wisconsin-Madison, Madison, WI, 53705, USA
| | - Antoine Lutz
- Center for Healthy Minds, University of Wisconsin-Madison, Madison, WI, 53705, USA.,Waisman Laboratory for Brain Imaging and Behavior, University of Wisconsin-Madison, Madison, WI, 53705, USA.,Lyon Neuroscience Research Center INSERM U1028, CNRS UMR5292, Lyon 1 University, Lyon, 69500, France
| | - Richard J Davidson
- Center for Healthy Minds, University of Wisconsin-Madison, Madison, WI, 53705, USA.,Waisman Laboratory for Brain Imaging and Behavior, University of Wisconsin-Madison, Madison, WI, 53705, USA.,Department of Psychology, University of Wisconsin-Madison, Madison, WI, 53706, USA
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Van Diest I, Verstappen K, Aubert AE, Widjaja D, Vansteenwegen D, Vlemincx E. Inhalation/Exhalation ratio modulates the effect of slow breathing on heart rate variability and relaxation. Appl Psychophysiol Biofeedback 2015; 39:171-80. [PMID: 25156003 DOI: 10.1007/s10484-014-9253-x] [Citation(s) in RCA: 106] [Impact Index Per Article: 11.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
Slow breathing is widely applied to improve symptoms of hyperarousal, but it is unknown whether its beneficial effects relate to the reduction in respiration rate per se, or, to a lower inhalation/exhalation (i/e) ratio. The present study examined the effects of four ventilatory patterns on heart rate variability and self-reported dimensions of relaxation. Thirty participants were instructed to breathe at 6 or 12 breaths/min, and with an i/e ratio of 0.42 or 2.33. Participants reported increased relaxation, stress reduction, mindfulness and positive energy when breathing with the low compared to the high i/e ratio. A lower compared to a higher respiration rate was associated only with an increased score on positive energy. A low i/e ratio was also associated with more power in the high frequency component of heart rate variability, but only for the slow breathing pattern. Our results show that i/e ratio is an important modulator for the autonomic and subjective effects of instructed ventilatory patterns.
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Affiliation(s)
- Ilse Van Diest
- Faculty of Psychology and Educational Science, KULeuven, Tiensestraat 102, 3000, Leuven, Belgium,
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30
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Kim S, Rath JF, McCraty R, Zemon V, Cavallo MM, Foley FW. Heart Rate Variability Biofeedback, Self-Regulation, and Severe Brain Injury. ACTA ACUST UNITED AC 2015. [DOI: 10.5298/1081-5937-43.1.10] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
This article describes a study using heart rate variability (HRV) biofeedback to treat emotional dysregulation in 13 individuals with severe chronic brain injury. Measures included HRV indices, tests of attention and problem solving, and informant reports of behavioral regulation. Results demonstrated that individuals with severe brain injury were able to learn HRV biofeedback and increase coherence between the parasympathetic and sympathetic nervous systems. Individuals who attained the greatest coherence were rated as being able to best regulate their emotions and behavior.
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Affiliation(s)
- Sonya Kim
- Department of Rehabilitation Medicine, New York University School of Medicine, New York, NY
| | - Joseph F. Rath
- Rusk Institute of Rehabilitation Medicine, New York University School of Medicine, New York, NY
| | | | - Vance Zemon
- Ferkauf Graduate School of Psychology, Yeshiva University, Albert Einstein College of Medicine, Bronx, NY
| | | | - Frederick W. Foley
- Ferkauf Graduate School of Psychology, Yeshiva University, Albert Einstein College of Medicine, Bronx, NY
- Multiple Sclerosis Comprehensive Care Center, Holy Name Medical Center, Teaneck, NJ
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Vaschillo EG, Vaschillo B, Buckman JF, Nguyen-Louie T, Heiss S, Pandina RJ, Bates ME. The effects of sighing on the cardiovascular system. Biol Psychol 2015; 106:86-95. [PMID: 25720947 PMCID: PMC4386588 DOI: 10.1016/j.biopsycho.2015.02.007] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2014] [Revised: 02/11/2015] [Accepted: 02/14/2015] [Indexed: 11/23/2022]
Abstract
Elicitation of high-amplitude oscillations in the cardiovascular system may serve to dampen psychophysiological reactivity to emotional and cognitive loading. Prior work has used paced breathing to impose clinically valuable high-amplitude ∼ 0.1 Hz oscillations. In this study, we investigated whether rhythmical sighing could likewise produce high-amplitude cardiovascular oscillations in the very low frequency range (0.003-0.05 Hz). ECG, respiration, skin conductance, and beat-to-beat blood pressure were collected in 24 healthy participants during baseline, 0.1 Hz paced breathing, and 0.02 Hz paced sighing (1 sigh every 50s, with normal breathing interspersed). Results showed that each sigh elicited a strong, well-defined reaction in the cardiovascular system. This reaction did not habituate when participants repeatedly sighed for 8.5 min. The result was a high-amplitude 0.02 Hz oscillation in multiple cardiovascular parameters. Thus, paced sighing is a reliable method for imposing very low frequency oscillations in the cardiovascular system, which has research and clinical implications that warrant further study.
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Affiliation(s)
- Evgeny G Vaschillo
- Center of Alcohol Studies, Rutgers, The State University of New Jersey, Piscataway, NJ, USA.
| | - Bronya Vaschillo
- Center of Alcohol Studies, Rutgers, The State University of New Jersey, Piscataway, NJ, USA
| | - Jennifer F Buckman
- Center of Alcohol Studies, Rutgers, The State University of New Jersey, Piscataway, NJ, USA
| | - Tam Nguyen-Louie
- Center of Alcohol Studies, Rutgers, The State University of New Jersey, Piscataway, NJ, USA.
| | - Sydney Heiss
- Center of Alcohol Studies, Rutgers, The State University of New Jersey, Piscataway, NJ, USA
| | - Robert J Pandina
- Center of Alcohol Studies, Rutgers, The State University of New Jersey, Piscataway, NJ, USA
| | - Marsha E Bates
- Center of Alcohol Studies, Rutgers, The State University of New Jersey, Piscataway, NJ, USA
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McCraty R, Shaffer F. Heart Rate Variability: New Perspectives on Physiological Mechanisms, Assessment of Self-regulatory Capacity, and Health risk. Glob Adv Health Med 2015; 4:46-61. [PMID: 25694852 PMCID: PMC4311559 DOI: 10.7453/gahmj.2014.073] [Citation(s) in RCA: 381] [Impact Index Per Article: 42.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
Abstract
Heart rate variability, the change in the time intervals between adjacent heartbeats, is an emergent property of interdependent regulatory systems that operates on different time scales to adapt to environmental and psychological challenges. This article briefly reviews neural regulation of the heart and offers some new perspectives on mechanisms underlying the very low frequency rhythm of heart rate variability. Interpretation of heart rate variability rhythms in the context of health risk and physiological and psychological self-regulatory capacity assessment is discussed. The cardiovascular regulatory centers in the spinal cord and medulla integrate inputs from higher brain centers with afferent cardiovascular system inputs to adjust heart rate and blood pressure via sympathetic and parasympathetic efferent pathways. We also discuss the intrinsic cardiac nervous system and the heart-brain connection pathways, through which afferent information can influence activity in the subcortical, frontocortical, and motor cortex areas. In addition, the use of real-time HRV feedback to increase self-regulatory capacity is reviewed. We conclude that the heart's rhythms are characterized by both complexity and stability over longer time scales that reflect both physiological and psychological functional status of these internal self-regulatory systems.
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Affiliation(s)
- Rollin McCraty
- Institute of HeartMath, Boulder Creek, California, (Dr McCraty), United States
| | - Fred Shaffer
- Center for Applied Psychophysiology, Truman State University, Kirksville, Missouri, (Dr Shaffer), United States
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McCraty R, Zayas MA. Cardiac coherence, self-regulation, autonomic stability, and psychosocial well-being. Front Psychol 2014; 5:1090. [PMID: 25324802 PMCID: PMC4179616 DOI: 10.3389/fpsyg.2014.01090] [Citation(s) in RCA: 105] [Impact Index Per Article: 10.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2014] [Accepted: 09/09/2014] [Indexed: 01/03/2023] Open
Abstract
The ability to alter one’s emotional responses is central to overall well-being and to effectively meeting the demands of life. One of the chief symptoms of events such as trauma, that overwhelm our capacities to successfully handle and adapt to them, is a shift in our internal baseline reference such that there ensues a repetitive activation of the traumatic event. This can result in high vigilance and over-sensitivity to environmental signals which are reflected in inappropriate emotional responses and autonomic nervous system dynamics. In this article we discuss the perspective that one’s ability to self-regulate the quality of feeling and emotion of one’s moment-to-moment experience is intimately tied to our physiology, and the reciprocal interactions among physiological, cognitive, and emotional systems. These interactions form the basis of information processing networks in which communication between systems occurs through the generation and transmission of rhythms and patterns of activity. Our discussion emphasizes the communication pathways between the heart and brain, as well as how these are related to cognitive and emotional function and self-regulatory capacity. We discuss the hypothesis that self-induced positive emotions increase the coherence in bodily processes, which is reflected in the pattern of the heart’s rhythm. This shift in the heart rhythm in turn plays an important role in facilitating higher cognitive functions, creating emotional stability and facilitating states of calm. Over time, this establishes a new inner-baseline reference, a type of implicit memory that organizes perception, feelings, and behavior. Without establishing a new baseline reference, people are at risk of getting “stuck” in familiar, yet unhealthy emotional and behavioral patterns and living their lives through the automatic filters of past familiar or traumatic experience.
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Affiliation(s)
| | - Maria A Zayas
- Department of Psychology, Brenau University Gainesville, GA, USA
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34
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Nijjar PS, Puppala VK, Dickinson O, Duval S, Duprez D, Kreitzer MJ, Benditt DG. Modulation of the autonomic nervous system assessed through heart rate variability by a mindfulness based stress reduction program. Int J Cardiol 2014; 177:557-9. [PMID: 25179555 DOI: 10.1016/j.ijcard.2014.08.116] [Citation(s) in RCA: 45] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/17/2014] [Accepted: 08/18/2014] [Indexed: 11/19/2022]
Affiliation(s)
- Prabhjot Singh Nijjar
- Division of Cardiology, University of Minnesota Medical School, Minneapolis, United States.
| | | | - Oana Dickinson
- Department of Internal Medicine, University of Minnesota Medical School, Minneapolis, United States
| | - Sue Duval
- Division of Cardiology, University of Minnesota Medical School, Minneapolis, United States
| | - Daniel Duprez
- Division of Cardiology, University of Minnesota Medical School, Minneapolis, United States
| | - Mary J Kreitzer
- Center for Spirituality and Healing, University of Minnesota, Minneapolis, United States
| | - David G Benditt
- Division of Cardiology, University of Minnesota Medical School, Minneapolis, United States; Cardiac Arrhythmia and Syncope Center, University of Minnesota, Minneapolis, United States
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35
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Lehrer PM, Gevirtz R. Heart rate variability biofeedback: how and why does it work? Front Psychol 2014; 5:756. [PMID: 25101026 PMCID: PMC4104929 DOI: 10.3389/fpsyg.2014.00756] [Citation(s) in RCA: 341] [Impact Index Per Article: 34.1] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2014] [Accepted: 06/27/2014] [Indexed: 11/15/2022] Open
Abstract
In recent years there has been substantial support for heart rate variability biofeedback (HRVB) as a treatment for a variety of disorders and for performance enhancement (Gevirtz, 2013). Since conditions as widely varied as asthma and depression seem to respond to this form of cardiorespiratory feedback training, the issue of possible mechanisms becomes more salient. The most supported possible mechanism is the strengthening of homeostasis in the baroreceptor (Vaschillo et al., 2002; Lehrer et al., 2003). Recently, the effect on the vagal afferent pathway to the frontal cortical areas has been proposed. In this article, we review these and other possible mechanisms that might explain the positive effects of HRVB.
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Affiliation(s)
- Paul M Lehrer
- Department of Psychiatry, Rutgers - Robert Wood Johnson Medical School Piscataway, NJ, USA
| | - Richard Gevirtz
- California School of Professional Psychology, Alliant University San Diego, CA, USA
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36
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Kamath C. Analysis of heart rate variability signal during meditation using deterministic-chaotic quantifiers. J Med Eng Technol 2014; 37:436-48. [PMID: 24044586 DOI: 10.3109/03091902.2013.828106] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
Abstract
This study investigated the level of chaos and the existence of fractal patterns in the heart rate variability (HRV) signal prior to meditation and during meditation using two quantifiers adapted from non-linear dynamics and deterministic chaos theory: (1) component central tendency measures (CCTMs) and (2) Higuchi fractal dimension (HFD). CCTM quantifies degree of variability/chaos in the specified quadrant of the second-order difference plot for HRV time series, while HFD quantifies dimensional complexity of the HRV series. Both the quantifiers yielded excellent results in discriminating the different psychophysiological states. The study found (1) significantly higher first quadrant CCTM values and (2) significantly lower HFD values during meditation state compared to pre-meditation state. Both of these can be attributed to the respiratory-modulated oscillations shifting to the lower frequency region by parasympathetic tone during meditation. It is thought that these quantifiers are most promising in providing new insight into the evolution of complexity of underlying dynamics in different physiological states.
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Affiliation(s)
- Chandrakar Kamath
- Electronics and Communication Department, Manipal Institute of Technology , Manipal-576104 , India
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37
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Iglesias SL, Azzara S, Granchetti H, Lagomarsino E, Vigo DE. Anxiety, anger, salivary cortisol and cardiac autonomic activity in palliative care professionals with and without mind–body training experience: Results from a pilot study. Eur J Integr Med 2014. [DOI: 10.1016/j.eujim.2013.11.004] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
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Shaku F, Tsutsumi M, Goto H, Saint Arnoult D. Measuring the effects of Zen training on quality of life and mental health among Japanese monk trainees: a cross-sectional study. J Altern Complement Med 2013; 20:406-10. [PMID: 24266527 DOI: 10.1089/acm.2013.0209] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
OBJECTIVE Previous studies have reported that the practice of meditation can have beneficial physiologic and mental effects. Therefore, Zen trainees who regularly practice meditation might have high quality-of-life scores and high levels of general mental health; however, no previous study has tested these relationships. This article reports on a study that examined how rigorous professional training affected the International Quality of Life (QOL) Assessment Short Form-36 (SF-36) and General Health Questionnaire-28 (GHQ-28) scores of Zen trainees in Japanese monasteries. DESIGN This was a single-center questionnaire-based study. SETTINGS/LOCATION The study was conducted in Rinzai Zen monasteries. SUBJECT INTERVENTIONS: Anonymous and confidential surveys containing the SF-36 and GHQ-28 were distributed by mail, and 256 questionnaires were collected from Rinzai Zen monasteries. OUTCOME MEASURES One hundred ninety-eight complete questionnaires were collected and the participants were divided according to their training length: group I (<1 year), group II (1-3 years), and group III (≥3 years). One-way analysis of variance and Tukey test for multiple comparison were conducted on normally distributed data, and the Kruskal-Wallis test was performed on non-normally distributed data. RESULTS The SF-36 seven subscale scores (physical functioning, role-physical, body pain, general health, vitality, role-emotional, and mental health) of the longer-length training group were significantly higher compared to other groups. The SF-36 MCS (mental component summary) score among the groups were significantly different, and the scores of group III were significantly higher compared to the scores of group I. Furthermore, the GHQ-28 total and subscales (somatization, anxiety, social dysfunction, and depression) scores of longer-length training were significantly lower (better). CONCLUSIONS These findings suggest that Zen professional training, including inward-attention practices, improves the QOL and general mental health of trainees, even in a tough and distressing environment. However, detailed qualitative and longitudinal studies are required to fully assess these effects.
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Affiliation(s)
- Fumio Shaku
- 1 Department of General Medicine, University of Tsukuba , Tsukuba, Ibaraki, Japan
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Kim S, Zemon V, Cavallo MM, Rath JF, McCraty R, Foley FW. Heart rate variability biofeedback, executive functioning and chronic brain injury. Brain Inj 2013; 27:209-22. [PMID: 23384218 DOI: 10.3109/02699052.2012.729292] [Citation(s) in RCA: 46] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
PRIMARY OBJECTIVE To determine if individuals with brain injury can modify heart rate variability (HRV) through biofeedback and, if so, enhance its pattern to improve emotional regulation and problem-solving ability. DESIGN A quasi-experimental design with repeated measures was employed. Thirteen individuals aged 23-63 years with severe brain injury (13-40 years post-onset) participating in a community-based programme were enrolled. MAIN OUTCOMES Response-to-treatment was measured with HRV indices, Behavior Rating Inventory of Executive Function (BRIEF-A-Informant) and attention/problem-solving tests. RESULTS At post-treatment, HRV indices (Low Frequency/High Frequency [LF/HF] and coherence ratio) increased significantly. Increased LF/HF values during the second-half of a 10-minute session were associated with higher attention scores. Participants who scored better (by scoring lower) in informant ratings at pre-treatment had highest HRV scores at post-treatment. Accordingly, at post-treatment, families' ratings of participants' emotional control correlated with HRV indices; staffs' ratings of participants' working memory correlated with participants' HRV indices. Self-ratings of the BRIEF-A Task Monitoring scale at post-treatment correlated with family ratings at pre-treatment and post-treatment. CONCLUSIONS Results demonstrate an association between regulation of emotions/cognition and HRV training. Individuals with severe, chronic brain injury can modify HRV through biofeedback. Future research should evaluate the efficacy of this approach for modifying behavioural problems.
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Affiliation(s)
- Sonya Kim
- Ferkauf Graduate School of Psychology, Yeshiva University, Bronx, NY, USA.
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Delgado-Pastor LC, Perakakis P, Subramanya P, Telles S, Vila J. Mindfulness (Vipassana) meditation: effects on P3b event-related potential and heart rate variability. Int J Psychophysiol 2013; 90:207-14. [PMID: 23892096 DOI: 10.1016/j.ijpsycho.2013.07.006] [Citation(s) in RCA: 60] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2013] [Revised: 05/30/2013] [Accepted: 07/15/2013] [Indexed: 01/14/2023]
Abstract
The concept of mindfulness is based on Vipassana, a Buddhist meditation technique. The present study examines the physiological indices of attention and autonomic regulation in experienced Vipassana meditators to test the claim that mindfulness is an effective therapeutic tool due to its effects on increasing awareness of present experience and emotional self-regulation. Ten male experienced Vipassana meditators underwent two assessment sessions, one where they practiced Vipassana meditation and another where they rested with no meditation (random thinking). Each meditation/no-meditation session lasted 30 min and was preceded and followed by an auditory oddball task with two tones (standard and target). Event-related potentials to the tones were recorded at the Fz, Cz, and Pz locations. Heart rate variability, derived from an EKG, was recorded continuously during the meditation/no-meditation sessions and during a 5-minute baseline before the task. The Vipassana experts showed greater P3b amplitudes to the target tone after meditation than they did both before meditation and after the no-meditation session. They also showed a larger LF/HF ratio increase during specific Vipassana meditation. These results suggest that expert Vipassana meditators showed increased attentional engagement after meditation and increased autonomic regulation during meditation supporting, at least partially, the two claims concerning the clinical effectiveness of mindfulness.
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Olex S, Newberg A, Figueredo VM. Meditation: should a cardiologist care? Int J Cardiol 2013; 168:1805-10. [PMID: 23890919 DOI: 10.1016/j.ijcard.2013.06.086] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/28/2013] [Revised: 05/17/2013] [Accepted: 06/30/2013] [Indexed: 02/08/2023]
Abstract
Meditation refers to a family of practices that may share many similarities, but can have differences in underlying methods and goals. Religious and spiritual associations are common but are not requisite for meditation practice and it should be recognized that the basis of many if not all practices is the training of the brain and body, a process that appears to have profound effects on both structure and function. In recent decades there has been interest regarding the effects of these ancient practices on the cardiovascular system, as meditation has intuitive appeal for benefit in this area. Though there is a relative shortage of quality data, available evidence suggests that meditation may exert beneficial effects on autonomic tone, autonomic reflexes, and decrease blood pressure acutely and after long term practice. In addition, meditation has the potential to positively influence the cardiovascular system through the mind-heart connection and the anti-inflammatory reflex. There is limited but promising data to suggest that meditation based interventions can have beneficial effects on patients with established cardiovascular disease. More high quality and unbiased studies of meditation practices on relevant endpoints in cardiovascular disease are needed, including the effects of such practices on inflammation, baseline heart rate variability, arrhythmias, myocardial infarction, and cardiovascular mortality.
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Affiliation(s)
- Stephen Olex
- Einstein Institute for Heart and Vascular Health, Einstein Medical Center, Philadelphia, PA, United States.
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Mankus AM, Aldao A, Kerns C, Mayville EW, Mennin DS. Mindfulness and heart rate variability in individuals with high and low generalized anxiety symptoms. Behav Res Ther 2013; 51:386-91. [DOI: 10.1016/j.brat.2013.03.005] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2012] [Revised: 01/20/2013] [Accepted: 03/13/2013] [Indexed: 10/27/2022]
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Cardiac Autonomic Function Associated with Treatment Adherence After a Brief Intervention in Patients with Chronic Pain. Appl Psychophysiol Biofeedback 2013; 38:193-201. [DOI: 10.1007/s10484-013-9222-9] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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Krygier JR, Heathers JAJ, Shahrestani S, Abbott M, Gross JJ, Kemp AH. Mindfulness meditation, well-being, and heart rate variability: a preliminary investigation into the impact of intensive Vipassana meditation. Int J Psychophysiol 2013; 89:305-13. [PMID: 23797150 DOI: 10.1016/j.ijpsycho.2013.06.017] [Citation(s) in RCA: 162] [Impact Index Per Article: 14.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2013] [Revised: 06/12/2013] [Accepted: 06/14/2013] [Indexed: 01/14/2023]
Abstract
Mindfulness meditation has beneficial effects on brain and body, yet the impact of Vipassana, a type of mindfulness meditation, on heart rate variability (HRV) - a psychophysiological marker of mental and physical health - is unknown. We hypothesised increases in measures of well-being and HRV, and decreases in ill-being after training in Vipassana compared to before (time effects), during the meditation task compared to resting baseline (task effects), and a time by task interaction with more pronounced differences between tasks after Vipassana training. HRV (5-minute resting baseline vs. 5-minute meditation) was collected from 36 participants before and after they completed a 10-day intensive Vipassana retreat. Changes in three frequency-domain measures of HRV were analysed using 2 (Time; pre- vs. post-Vipassana)× 2 (Task; resting baseline vs. meditation) within subjects ANOVA. These measures were: normalised high-frequency power (HF n.u.), a widely used biomarker of parasympathetic activity; log-transformed high frequency power (ln HF), a measure of RSA and required to interpret normalised HF; and Traube-Hering-Mayer waves (THM), a component of the low frequency spectrum linked to baroreflex outflow. As expected, participants showed significantly increased well-being, and decreased ill-being. ln HF increased overall during meditation compared to resting baseline, while there was a time∗task interaction for THM. Further testing revealed that pre-Vipassana only ln HF increased during meditation (vs. resting baseline), consistent with a change in respiration. Post-Vipassana, the meditation task increased HF n.u. and decreased THM compared to resting baseline, suggesting post-Vipassana task-related changes are characterised by a decrease in absolute LF power, not parasympathetic-mediated increases in HF power. Such baroreflex changes are classically associated with attentional load, and our results are interpreted in light of the concept of 'flow' - a state of positive and full immersion in an activity. These results are also consistent with changes in normalised HRV reported in other meditation studies.
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Affiliation(s)
- Jonathan R Krygier
- SCAN Research & Teaching Unit, School of Psychology, University of Sydney, Australia; School of Psychology, University of Sydney, Australia
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Vlemincx E, Abelson JL, Lehrer PM, Davenport PW, Van Diest I, Van den Bergh O. Respiratory variability and sighing: a psychophysiological reset model. Biol Psychol 2012; 93:24-32. [PMID: 23261937 DOI: 10.1016/j.biopsycho.2012.12.001] [Citation(s) in RCA: 44] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2011] [Revised: 11/29/2012] [Accepted: 12/02/2012] [Indexed: 11/30/2022]
Abstract
Whereas respiratory psychophysiological research has mainly studied respiratory time and volume, variability in these parameters has been largely disregarded, even though it may provide important information about respiratory regulation. The present paper reviews the literature on respiratory variability and elaborates on the importance of assessing various components of respiratory variability when studying the interrelationships between emotions and breathing. A model is proposed that predicts specific action tendencies related to emotions to disturb the balance between various respiratory variability components depending on valence by arousal and control dimensions. The central focus of the paper is sighing. The causes and consequences of sighing are reviewed and integrated in the proposed model in which sighing is hypothesized to function as a resetter in the regulation of both breathing and emotions, because it restores a balance in respiratory variability fractions and causes relief.
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Affiliation(s)
- Elke Vlemincx
- Research Group on Health Psychology, Department of Psychology, University of Leuven, Belgium.
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Jovanov E. On Spectral Analysis of Heart Rate Variability during Very Slow Yogic Breathing. CONFERENCE PROCEEDINGS : ... ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. ANNUAL CONFERENCE 2012; 2005:2467-70. [PMID: 17282737 DOI: 10.1109/iembs.2005.1616968] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Abstract
Very slow yogic breathing techniques provide valuable insights into mechanisms of autonomous nervous system regulation that are usually not available for human subjects. This paper presents results of eight sessions of Nadi Shodhana Pranayama practiced at rate of one breath per minute. We characterized statistic and spectral measures of heart rate variability before, during, and after exercises. Significant changes include increase of VLF frequencies caused by slow breathing and decrease in average interbeat interval from 959.3 to 904.1 ms (t(7) = -7.5, p<0.001). We present the results of HRV analysis and analyze origins of characteristic frequency components. The most prominent changes of the exercise include significant increase of respiratory sinus arrhythmia (RSA) and LF/HF ratio, and decrease of breathing frequency after the exercise against the state before the exercise. The maximum LF frequency decreased from 0.0919 Hz to 0.07125 Hz (t(7) = -3.255, p < 0.01), indicating the decrease of average breathing rhythm from 5.5 breaths/min to 4.3 breaths/min. In addition, the state after the exercise is characterized by disappearance of VLF frequencies from the spectrum, and a significant increase of LF/HF from 14.33 to 50.93 (t(7) = 2.461, p <.05).
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Affiliation(s)
- E Jovanov
- Electrical and Computer Engineering Department, University of Alabama in Huntsville, Huntsville, Alabama, U.S.A
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You cannot wash off blood with blood: entering the mind through the body. Explore (NY) 2012; 8:243-8. [PMID: 22742675 DOI: 10.1016/j.explore.2012.04.002] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2011] [Indexed: 11/23/2022]
Abstract
The old Zen saying, "You cannot wash off blood with blood," refers to the conviction that it is difficult to control thoughts with other thoughts. This saying implies that the way to control the mind is through the body. In Zen meditation (zazen), this is accomplished through the regulation of breathing and posture. The purpose of this article is to examine the relationship between breathing, posture and concentration in one tradition of Zen. I will explore how this relationship may be relevant to the practice of psychotherapy and the healing arts, as well as its implications for future research in these fields.
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Libby DJ, Worhunsky PD, Pilver CE, Brewer JA. Meditation-induced changes in high-frequency heart rate variability predict smoking outcomes. Front Hum Neurosci 2012; 6:54. [PMID: 22457646 PMCID: PMC3307046 DOI: 10.3389/fnhum.2012.00054] [Citation(s) in RCA: 37] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2011] [Accepted: 02/29/2012] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND High-frequency heart rate variability (HF-HRV) is a measure of parasympathetic nervous system (PNS) output that has been associated with enhanced self-regulation. Low resting levels of HF-HRV are associated with nicotine dependence and blunted stress-related changes in HF-HRV are associated with decreased ability to resist smoking. Meditation has been shown to increase HF-HRV. However, it is unknown whether tonic levels of HF-HRV or acute changes in HF-HRV during meditation predict treatment responses in addictive behaviors such as smoking cessation. PURPOSE To investigate the relationship between HF-HRV and subsequent smoking outcomes. METHODS HF-HRV during resting baseline and during mindfulness meditation was measured within two weeks of completing a 4-week smoking cessation intervention in a sample of 31 community participants. Self-report measures of smoking were obtained at a follow up 17-weeks after the initiation of treatment. RESULTS Regression analyses indicated that individuals exhibiting acute increases in HF-HRV from resting baseline to meditation smoked fewer cigarettes at follow-up than those who exhibited acute decreases in HF-HRV (b = -4.89, p = 0.008). CONCLUSION Acute changes in HF-HRV in response to meditation may be a useful tool to predict smoking cessation treatment response.
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Affiliation(s)
- Daniel J. Libby
- Department of Psychiatry, Yale University School of Medicine, New HavenCT, USA
- VA Connecticut Healthcare System, West HavenCT, USA
- New England Mental Illness Research Education and Clinical Centers, Connecticut VA Health Care System, West HavenCT, USA
| | | | - Corey E. Pilver
- Department of Psychiatry, Yale University School of Medicine, New HavenCT, USA
- VA Connecticut Healthcare System, West HavenCT, USA
| | - Judson A. Brewer
- Department of Psychiatry, Yale University School of Medicine, New HavenCT, USA
- VA Connecticut Healthcare System, West HavenCT, USA
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Kodituwakku S, Lazar SW, Indic P, Chen Z, Brown EN, Barbieri R. Point process time-frequency analysis of dynamic respiratory patterns during meditation practice. Med Biol Eng Comput 2012; 50:261-75. [PMID: 22350435 PMCID: PMC3341131 DOI: 10.1007/s11517-012-0866-z] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2011] [Accepted: 12/17/2011] [Indexed: 12/11/2022]
Abstract
Respiratory sinus arrhythmia (RSA) is largely mediated by the autonomic nervous system through its modulating influence on the heart beats. We propose a robust algorithm for quantifying instantaneous RSA as applied to heart beat intervals and respiratory recordings under dynamic breathing patterns. The blood volume pressure-derived heart beat series (pulse intervals, PIs) are modeled as an inverse Gaussian point process, with the instantaneous mean PI modeled as a bivariate regression incorporating both past PIs and respiration values observed at the beats. A point process maximum likelihood algorithm is used to estimate the model parameters, and instantaneous RSA is estimated via a frequency domain transfer function evaluated at instantaneous respiratory frequency where high coherence between respiration and PIs is observed. The model is statistically validated using Kolmogorov-Smirnov goodness-of-fit analysis, as well as independence tests. The algorithm is applied to subjects engaged in meditative practice, with distinctive dynamics in the respiration patterns elicited as a result. The presented analysis confirms the ability of the algorithm to track important changes in cardiorespiratory interactions elicited during meditation, otherwise not evidenced in control resting states, reporting statistically significant increase in RSA gain as measured by our paradigm.
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Affiliation(s)
- Sandun Kodituwakku
- Applied Signal Processing Group, School of Engineering, The Australian National University, Canberra, Australia
- Neuroscience Statistics Research Laboratory, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114 USA, , Tel.: + 61-2-612-58689
| | - Sara W Lazar
- Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114 USA, , Tel.: + 1-617-724-7108
| | - Premananda Indic
- Department of Neurology, University of Massachusetts Medical School, Worcester, MA 01655 USA, , Tel.: + 1-617 287 6050
| | - Zhe Chen
- Neuroscience Statistics Research Laboratory, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114 USA
- Harvard-MIT Division of Health Science and Technology, Massachusetts Institute of Technology, Cambridge, MA 02139 USA, , Tel.: + 1-617-324-1882
| | - Emery N Brown
- Neuroscience Statistics Research Laboratory, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114 USA
- Harvard-MIT Division of Health Science and Technology, Massachusetts Institute of Technology, Cambridge, MA 02139 USA. , Tel.: + 1-617-726-7487
| | - Riccardo Barbieri
- Neuroscience Statistics Research Laboratory, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114 USA
- Harvard-MIT Division of Health Science and Technology, Massachusetts Institute of Technology, Cambridge, MA 02139 USA, , Tel.: + 1-617-724-1061
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Streeter CC, Gerbarg PL, Saper RB, Ciraulo DA, Brown RP. Effects of yoga on the autonomic nervous system, gamma-aminobutyric-acid, and allostasis in epilepsy, depression, and post-traumatic stress disorder. Med Hypotheses 2012; 78:571-9. [PMID: 22365651 DOI: 10.1016/j.mehy.2012.01.021] [Citation(s) in RCA: 244] [Impact Index Per Article: 20.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2011] [Accepted: 01/10/2012] [Indexed: 01/23/2023]
Abstract
A theory is proposed to explain the benefits of yoga practices in diverse, frequently comorbid medical conditions based on the concept that yoga practices reduce allostatic load in stress response systems such that optimal homeostasis is restored. It is hypothesized that stress induces (1) imbalance of the autonomic nervous system (ANS) with decreased parasympathetic nervous system (PNS) and increased sympathetic nervous system (SNS) activity, (2) underactivity of the gamma amino-butyric acid (GABA) system, the primary inhibitory neurotransmitter system, and (3) increased allostatic load. It is further hypothesized that yoga-based practices (4) correct underactivity of the PNS and GABA systems in part through stimulation of the vagus nerves, the main peripheral pathway of the PNS, and (5) reduce allostatic load. Depression, epilepsy, post traumatic stress disorder (PTSD), and chronic pain exemplify medical conditions that are exacerbated by stress, have low heart rate variability (HRV) and low GABAergic activity, respond to pharmacologic agents that increase activity of the GABA system, and show symptom improvement in response to yoga-based interventions. The observation that treatment resistant cases of epilepsy and depression respond to vagal nerve stimulation corroborates the need to correct PNS underactivity as part of a successful treatment plan in some cases. According to the proposed theory, the decreased PNS and GABAergic activity that underlies stress-related disorders can be corrected by yoga practices resulting in amelioration of disease symptoms. This has far-reaching implications for the integration of yoga-based practices in the treatment of a broad array of disorders exacerbated by stress.
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Affiliation(s)
- C C Streeter
- Department of Psychiatry, Boston University School of Medicine, Boston, MA 02118, USA.
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