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Campelo G, de Araújo JR, Aristizabal JP, de Souza W, de Castilho GM. Long-term effects of yoga-based practices on neural, cognitive, psychological, and physiological outcomes in adults: a scoping review and evidence map. BMC Complement Med Ther 2025; 25:92. [PMID: 40050913 PMCID: PMC11884082 DOI: 10.1186/s12906-025-04825-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/25/2023] [Accepted: 02/13/2025] [Indexed: 03/09/2025] Open
Abstract
BACKGROUND Compared with short-term practices, long-term yoga might promote differential qualitative and quantitative outcomes. Following JBI's and PRISMA-ScR guidelines, this scoping review followed an apriori and systematic protocol to document the long-term effects of yoga on neural, cognitive, psychological, and physiological outcomes, provide evidence maps for each yoga component, and summarize results identifying knowledge gaps and promising directions. METHODS Four databases (PubMed, Cochrane, LILACS, and PubPsych) were last searched in March 2023. Studies were included if they evaluated adults with > 1 year of practice, specified yoga-based practice(s) of interest, measured neural, cognitive, psychological, and/or physiological outcomes, were written in English, Spanish, or Portuguese, presented original data, and mentioned search terms in the title/abstract. Evidence maps for each yoga component followed a 4-level structure of outcome category, method, study design and literature size. Qualitative summaries followed the same structure, to facilitate information retrieval. RESULTS Out of 2270 screened studies, 65 were included (meditative studies = 36, predominantly postural studies = 25, breathing practice studies = 8). Physiologicaland neural outcomes were the most common, followed by psychological and cognitive outcomes. Although heterogeneous, neural results reveal structural and functional changes related to sensorimotor, interoceptive, emotion regulation, and executive functions. Physiologically, most studies have associated long-term practice with parasympathetic-driven autonomic, hormonal and immune responses, but some studies revealed sympathetic-driven or mixed responses, maybe due to the specific technique or individual differences. Psychological outcomes included lower levels of negative affect, psychopathological symptoms, and emotional reactivity. Cognitive measures have shown improved memory/cognition for older adults, but mixed or null effects for other constructs. Commonly, however, long-term practitioners demonstrated improved neural or physiological efficiency while performing cognitive tasks. CONCLUSIONS Future research should provide clear descriptions of the investigated yoga practice, employ more experimental paradigms, and refine statistical reports and models. We encourage researchers to work with specific overarching theoretical frameworks to refine research predictions, such as the neurovisceral integration model or predictive coding models; to consider motivational, cultural, and contextual factors that might influence long-term outcomes; and to develop systematic reviews and meta-analyses as next steps of evidence summary.
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Affiliation(s)
- Gabriela Campelo
- Department of Basic Psychological Processes, Institute of Psychology, University of Brasilia, Brasilia, Brazil.
| | - Jade Ramos de Araújo
- Department of Basic Psychological Processes, Institute of Psychology, University of Brasilia, Brasilia, Brazil
| | - Juan Pablo Aristizabal
- Department of Basic Psychological Processes, Institute of Psychology, University of Brasilia, Brasilia, Brazil
| | - Wânia de Souza
- Department of Basic Psychological Processes, Institute of Psychology, University of Brasilia, Brasilia, Brazil
| | - Goiara Mendonça de Castilho
- Department of Basic Psychological Processes, Institute of Psychology, University of Brasilia, Brasilia, Brazil
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Aviad N, Moskovich O, Orenstein O, Benger E, Delorme A, Bernstein A. Oscillating Mindfully: Using Machine Learning to Characterize Systems-Level Electrophysiological Activity During Focused Attention Meditation. BIOLOGICAL PSYCHIATRY GLOBAL OPEN SCIENCE 2025; 5:100423. [PMID: 39911539 PMCID: PMC11795585 DOI: 10.1016/j.bpsgos.2024.100423] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2024] [Revised: 10/18/2024] [Accepted: 10/28/2024] [Indexed: 02/07/2025] Open
Abstract
Background There has been rapid growth of neuroelectrophysiological studies that aspire to uncover the "black box" of mindfulness and meditation. Reliance on traditional data analysis methods hinders understanding of the complex, nonlinear, multidimensional, and systemic nature of the functional neuroelectrophysiology of meditation states. Methods Thus, to reveal the complex systemic neuroelectrophysiology of meditation, we applied a machine learning extreme gradient boosting classification algorithm and 4 complementary feature importance methods to extract systemic electroencephalography features characterizing mindful states from electroencephalography recorded during a focused attention meditation and a control mind-wandering state among 26 experienced meditators. Results The algorithm classified meditation versus mind-wandering states with 83% accuracy, with an area under the receiver operating characteristic curve of 79% and F1 score of 74%. Feature importance techniques identified 10 electroencephalography features associated with increased power and coherence of high-frequency oscillations during focused attention meditation relative to an instructed mind-wandering state. Conclusions The findings help delineate the complex systemic oscillatory activity that characterizes meditation.
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Affiliation(s)
- Noga Aviad
- Observing Minds Laboratory, School of Psychological Science, University of Haifa, Haifa, Israel
| | | | | | - Etam Benger
- Rachel and Selim Benin School of Computer Science and Engineering, Hebrew University of Jerusalem, Jerusalem, Israel
| | - Arnaud Delorme
- Swartz Center for Computational Neuroscience, University of California, San Diego, La Jolla, California
- Centre de Recherche Cerveau et Cognition, Toulouse III University, Toulouse, France
| | - Amit Bernstein
- Observing Minds Laboratory, School of Psychological Science, University of Haifa, Haifa, Israel
- Center for Healthy Minds, Department of Psychology, University of Wisconsin-Madison, Madison, Wisconsin
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Reggente N, Kothe C, Brandmeyer T, Hanada G, Simonian N, Mullen S, Mullen T. Decoding Depth of Meditation: Electroencephalography Insights From Expert Vipassana Practitioners. BIOLOGICAL PSYCHIATRY GLOBAL OPEN SCIENCE 2025; 5:100402. [PMID: 39660274 PMCID: PMC11629179 DOI: 10.1016/j.bpsgos.2024.100402] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2024] [Revised: 09/20/2024] [Accepted: 09/30/2024] [Indexed: 12/12/2024] Open
Abstract
Background Meditation practices have demonstrated numerous psychological and physiological benefits, but capturing the neural correlates of varying meditative depths remains challenging. In this study, we aimed to decode self-reported time-varying meditative depth in expert practitioners using electroencephalography (EEG). Methods Expert Vipassana meditators (n = 34) participated in 2 separate sessions. Participants reported their meditative depth on a personally defined 1 to 5 scale using both traditional probing and a novel spontaneous emergence method. EEG activity and effective connectivity in theta, alpha, and gamma bands were used to predict meditative depth using machine/deep learning, including a novel method that fused source activity and connectivity information. Results We achieved significant accuracy in decoding self-reported meditative depth across unseen sessions. The spontaneous emergence method yielded improved decoding performance compared with traditional probing and correlated more strongly with postsession outcome measures. Best performance was achieved by a novel machine learning method that fused spatial, spectral, and connectivity information. Conventional EEG channel-level methods and preselected default mode network regions fell short in capturing the complex neural dynamics associated with varying meditation depths. Conclusions This study demonstrates the feasibility of decoding personally defined meditative depth using EEG. The findings highlight the complex, multivariate nature of neural activity during meditation and introduce spontaneous emergence as an ecologically valid and less obtrusive experiential sampling method. These results have implications for advancing neurofeedback techniques and enhancing our understanding of meditative practices.
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Affiliation(s)
- Nicco Reggente
- Institute for Advanced Consciousness Studies, Santa Monica, California
| | | | - Tracy Brandmeyer
- Institute for Advanced Consciousness Studies, Santa Monica, California
- BrainMind, San Francisco, California
| | | | - Ninette Simonian
- Institute for Advanced Consciousness Studies, Santa Monica, California
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Ng HYH, Wu CW, Hsu HC, Huang CM, Hsu AL, Chao YP, Jung TP, Chuang CH. Neurological Evidence of Diverse Self-Help Breathing Training With Virtual Reality and Biofeedback Assistance: Extensive Exploration Study of Electroencephalography Markers. JMIR Form Res 2024; 8:e55478. [PMID: 39642375 PMCID: PMC11662191 DOI: 10.2196/55478] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2023] [Revised: 05/13/2024] [Accepted: 10/31/2024] [Indexed: 12/08/2024] Open
Abstract
BACKGROUND Recent advancements in virtual reality (VR) and biofeedback (BF) technologies have opened new avenues for breathing training. Breathing training has been suggested as an effective means for mental disorders, but it is difficult to master the technique at the beginning. VR-BF technologies address the problem of breathing, and visualizing breathing may facilitate the learning of breathing training. This study explores the integration of VR and BF to enhance user engagement in self-help breathing training, which is a multifaceted approach encompassing mindful breathing, guided breathing, and breath counting techniques. OBJECTIVE We identified 3 common breathing training techniques in previous studies, namely mindful breathing, guided breathing, and breath counting. Despite the availability of diverse breathing training methods, their varying effectiveness and underlying neurological mechanisms remain insufficiently understood. We investigated using electroencephalography (EEG) indices across multiple breathing training modalities to address this gap. METHODS Our automated VR-based breathing training environment incorporated real-time EEG, heart rate, and breath signal BF. We examined 4 distinct breathing training conditions (resting, mindful breathing, guided breathing, and breath counting) in a cross-sectional experiment involving 51 healthy young adults, who were recruited through online forum advertisements and billboard posters. In an experimental session, participants practiced resting state and each breathing training technique for 6 minutes. We then compared the neurological differences across the 4 conditions in terms of EEG band power and EEG effective connectivity outflow and inflow with repeated measures ANOVA and paired t tests. RESULTS The analyses included the data of 51 participants. Notably, EEG band power across the theta, alpha, low-beta, high-beta, and gamma bands varied significantly over the entire scalp (t ≥1.96, P values <.05). Outflow analysis identified condition-specific variations in the delta, alpha, and gamma bands (P values <.05), while inflow analysis revealed significant differences across all frequency bands (P values <.05). Connectivity flow analysis highlighted the predominant influence of the right frontal, central, and parietal brain regions in the neurological mechanisms underlying the breathing training techniques. CONCLUSIONS This study provides neurological evidence supporting the effectiveness of self-help breathing training through the combined use of VR and BF technologies. Our findings suggest the involvement of internal-external attention focus and the dorsal attention network in different breathing training conditions. There is a huge potential for the use of breathing training with VR-BF techniques in terms of clinical settings, the new living style since COVID-19, and the commercial value of introducing VR-BF breathing training into consumer-level digital products. Furthermore, we propose avenues for future research with an emphasis on the exploration of applications and the gamification potential in combined VR and BF breathing training. TRIAL REGISTRATION ClinicalTrials.gov NCT06656741; https://clinicaltrials.gov/study/NCT06656741.
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Affiliation(s)
- Hei-Yin Hydra Ng
- Research Center for Education and Mind Sciences, College of Education, National Tsing Hua University, Hsinchu, Taiwan
- Department of Educational Psychology and Counseling, College of Education, National Tsing Hua University, Hsinchu, Taiwan
| | - Changwei W Wu
- Graduate Institute of Mind, Brain and Consciousness, Taipei Medical University, New Taipei, Taiwan
- Research Center of Sleep Medicine, Taipei Medical University Hospital, Taipei, Taiwan
| | - Hao-Che Hsu
- Research Center for Education and Mind Sciences, College of Education, National Tsing Hua University, Hsinchu, Taiwan
- Institute of Computer Science and Engineering, National Yang Ming Chiao Tung University, Hsinchu, Taiwan
| | - Chih-Mao Huang
- Department of Biological Science and Technology, National Yang Ming Chiao Tung University, Hsinchu, Taiwan
- Center for Intelligent Drug Systems and Smart Bio-devices (IDS2B), National Yang Ming Chiao Tung University, Hsinchu, Taiwan
| | - Ai-Ling Hsu
- College of Intelligent Computing, Chang Gung University, Taoyuan, Taiwan
| | - Yi-Ping Chao
- Department of Computer Science and Information Engineering, Chang Gung University, Taoyuan, Taiwan
- Department of Otorhinolaryngology-Head and Neck Surgery, Chang Gung Memorial Hospital, Linkou, Taiwan
| | - Tzyy-Ping Jung
- Institute for Neural Computation and Institute of Engineering in Medicine, University of California, San Diego, La Jolla, CA, United States
| | - Chun-Hsiang Chuang
- Research Center for Education and Mind Sciences, College of Education, National Tsing Hua University, Hsinchu, Taiwan
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Hsu AL, Wu CY, Ng HYH, Chuang CH, Huang CM, Wu CW, Chao YP. Classification of mindfulness experiences from gamma-band effective connectivity: Application of machine-learning algorithms on resting, breathing, and body scan. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE 2024; 257:108446. [PMID: 39369588 DOI: 10.1016/j.cmpb.2024.108446] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/21/2023] [Revised: 09/16/2024] [Accepted: 09/27/2024] [Indexed: 10/08/2024]
Abstract
BACKGROUND AND OBJECTIVE Practicing mindfulness is a mental process toward interoceptive awareness, achieving stress reduction and emotion regulation through brain-function alteration. Literature has shown that electroencephalography (EEG)-derived connectivity possesses the potential to differentiate brain functions between mindfulness naïve and mindfulness experienced, where such quantitative differentiation could benefit telediagnosis for mental health. However, there is no prior guidance in model selection targeting on the mindfulness-experience prediction. Here we hypothesized that the EEG effective connectivity could reach a good prediction performance in mindfulness experiences with brain interpretability. METHODS We aimed at probing direct Directed Transfer Function (dDTF) to classify the participants' history of mindfulness-based stress reduction (MBSR), and aimed at optimizing the prediction accuracy by comparing multiple machine learning (ML) algorithms. Targeting the gamma-band effective connectivity, we evaluated the EEG-based prediction of the mindfulness experiences across 7 machine learning (ML) algorithms and 3 sessions (i.e., resting, focus-breathing, and body-scan). RESULTS The support vector machine and naïve Bayes classifiers exhibited significant accuracies above the chance level across all three sessions, and the decision tree algorithm reached the highest prediction accuracy of 91.7 % with the resting state, compared to the classification accuracies with the other two mindful states. We further conducted the analysis on essential EEG channels to preserve the classification accuracy, revealing that preserving just four channels (F7, F8, T7, and P7) out of 19 yielded the accuracy of 83.3 %. Delving into the contribution of connectivity features, specific connectivity features predominantly located in the frontal lobe contributed more to classifier construction, which aligned well with the existing mindfulness literature. CONCLUSION In the present study, we initiated a milestone of developing an EEG-based classifier to detect a person's mindfulness experience objectively. The prediction accuracy of the decision tree was optimal to differentiate the mindfulness experiences using the local resting-state EEG data. The suggested algorithm and key channels on the mindfulness-experience prediction may provide guidance for predicting mindfulness experiences using the EEG-based classification embedded in future wearable neurofeedback systems or plausible digital therapeutics.
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Affiliation(s)
- Ai-Ling Hsu
- Department of Artificial Intelligence, Chang Gung University, Taoyuan, Taiwan; Department of Psychiatry, Chang Gung Memorial Hospital at Linkou, Taoyuan, Taiwan
| | - Chun-Yu Wu
- Department of Computer Science and Information Engineering, Chang Gung University, Taoyuan, Taiwan
| | - Hei-Yin Hydra Ng
- Research Center for Education and Mind Sciences, College of Education, National Tsing Hua University, Hsinchu, Taiwan; Department of Educational Psychology and Counseling, College of Education, National Tsing Hua University, Hsinchu, Taiwan
| | - Chun-Hsiang Chuang
- Research Center for Education and Mind Sciences, College of Education, National Tsing Hua University, Hsinchu, Taiwan; Institute of Information Systems and Applications, College of Electrical Engineering and Computer Science, National Tsing Hua University, Hsinchu, Taiwan
| | - Chih-Mao Huang
- Department of Biological Science and Technology, National Yang Ming Chiao Tung University, Hsinchu, Taiwan
| | - Changwei W Wu
- Graduate Institute of Mind, Brain and Consciousness, Taipei Medical University, New Taipei, Taiwan; Research Center of Sleep Medicine, Taipei Medical University Hospital, Taipei, Taiwan.
| | - Yi-Ping Chao
- Department of Computer Science and Information Engineering, Chang Gung University, Taoyuan, Taiwan; Department of Otolaryngology-Head and Neck Surgery, Chang Gung Memorial Hospital at Linkou, Taoyuan, Taiwan.
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6
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Lee KC(G, Gao J, Leung HK, Wu BWY, Roberts A, Thach TQ, Sik HH. Modulating Consciousness through Awareness Training Program and Its Impacts on Psychological Stress and Age-Related Gamma Waves. Brain Sci 2024; 14:91. [PMID: 38248306 PMCID: PMC10813729 DOI: 10.3390/brainsci14010091] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2023] [Revised: 01/06/2024] [Accepted: 01/12/2024] [Indexed: 01/23/2024] Open
Abstract
Aging often leads to awareness decline and psychological stress. Meditation, a method of modulating consciousness, may help individuals improve overall awareness and increase emotional resilience toward stress. This study explored the potential influence of the Awareness Training Program (ATP), a form of consciousness modulation, on age-related brain wave changes and psychological stress in middle-aged adults. Eighty-five participants with mild stress were recruited and randomly assigned to ATP (45.00 ± 8.00 yr) or control (46.67 ± 7.80 yr) groups, matched by age and gender. Ten-minute resting-state EEG data, obtained while the participants' eyes were closed, were collected using a 128-channel EEG system (EGI). A strong positive Pearson correlation was found between fast-wave (beta wave, 12-25 Hz; gamma wave, 25-40 Hz) EEG and age. However, after the 7-week ATP intervention, this correlation became insignificant in the ATP group. Furthermore, there was a significant reduction in stress levels, as measured by the Chinese version of the 10 item Perceived Stress Scale (PSS-10), in the ATP group. These results suggest that ATP may help modulate age-related effects on fast brain waves, as evidenced by the reduced correlation magnitude between age and gamma waves, and lower psychological stress. This suggests that ATP, as a form of consciousness modulation, may improve stress resilience and modulate age-related gamma wave changes.
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Affiliation(s)
- Kin Cheung (George) Lee
- Centre of Buddhist Studies, The University of Hong Kong, Hong Kong SAR, China; (J.G.); (H.K.L.); (B.W.Y.W.); (H.H.S.)
| | - Junling Gao
- Centre of Buddhist Studies, The University of Hong Kong, Hong Kong SAR, China; (J.G.); (H.K.L.); (B.W.Y.W.); (H.H.S.)
| | - Hang Kin Leung
- Centre of Buddhist Studies, The University of Hong Kong, Hong Kong SAR, China; (J.G.); (H.K.L.); (B.W.Y.W.); (H.H.S.)
| | - Bonnie Wai Yan Wu
- Centre of Buddhist Studies, The University of Hong Kong, Hong Kong SAR, China; (J.G.); (H.K.L.); (B.W.Y.W.); (H.H.S.)
| | - Adam Roberts
- Singapore-ETH Centre, ETH Zurich, Singapore 138602, Singapore;
| | - Thuan-Quoc Thach
- Department of Psychiatry, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong SAR, China;
| | - Hin Hung Sik
- Centre of Buddhist Studies, The University of Hong Kong, Hong Kong SAR, China; (J.G.); (H.K.L.); (B.W.Y.W.); (H.H.S.)
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Luo M, Gan Q, Huang Z, Jiang Y, Li K, Wu M, Yang D, Shao H, Chen Y, Fu Y, Chen Z. Changes in Mental Health and EEG Biomarkers of Undergraduates Under Different Patterns of Mindfulness. Brain Topogr 2024; 37:75-87. [PMID: 38145437 PMCID: PMC10771601 DOI: 10.1007/s10548-023-01026-y] [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: 11/17/2022] [Accepted: 11/20/2023] [Indexed: 12/26/2023]
Abstract
The effects of short-term mindfulness are associated with the different patterns (autonomic, audio guided, or experienced and certified mindfulness instructor guided mindfulness). However, robust evidence for reported the impacts of different patterns of mindfulness on mental health and EEG biomarkers of undergraduates is currently lacking. Therefore, we aimed to test the hypotheses that mindfulness training for undergraduates would improve mental health, and increase alpha power over frontal region and theta power over midline region at the single electrode level. We also describe the distinction among frequency bands patterns in different sites of frontal and midline regions. 70 participants were enrolled and assigned to either 5-day mindfulness or a waiting list group. Subjective questionnaires measured mental health and other psychological indicators, and brain activity was recorded during various EEG tasks before and after the intervention. The 5-day mindfulness training improved trait mindfulness, especially observing (p = 0.001, d = 0.96) and nonreactivity (p = 0.03, d = 0.56), sleep quality (p = 0.001, d = 0.91), and social support (p = 0.001, d = 0.95) while not in affect. Meanwhile, the expected increase in the alpha power of frontal sites (p < 0.017, d > 0.84) at the single electrode level was confirmed by the current data rather than the theta. Interestingly, the alteration of low-beta power over the single electrode of the midline (p < 0.05, d > 0.71) was difference between groups. Short-term mindfulness improves practitioners' mental health, and the potentially electrophysiological biomarkers of mindfulness on neuron oscillations were alpha activity over frontal sites and low-beta activity over midline sites.
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Affiliation(s)
- Miaoling Luo
- Medical Faculty, Kunming University of Science and Technology, Kunming, China
- Brain Science and Visual Cognition Research Center, Medical School of Kunming University of Science and Technology, Kunming, China
| | - Quan Gan
- Medical Faculty, Kunming University of Science and Technology, Kunming, China
- Brain Science and Visual Cognition Research Center, Medical School of Kunming University of Science and Technology, Kunming, China
- Faculté de Médecine, Université Paris-Saclay, Le Kremlin-Bicêtre, France
| | - Ziyang Huang
- Medical Faculty, Kunming University of Science and Technology, Kunming, China
| | - Yunxiong Jiang
- Medical Faculty, Kunming University of Science and Technology, Kunming, China
| | - Kebin Li
- Medical Faculty, Kunming University of Science and Technology, Kunming, China
| | - Minxiang Wu
- Medical Faculty, Kunming University of Science and Technology, Kunming, China
| | - Dongxiao Yang
- Medical Faculty, Kunming University of Science and Technology, Kunming, China
| | - Heng Shao
- Department of Geriatrics, The First People's Hospital of Yunnan Province, Kunming, China
| | - Yanmei Chen
- Medical Faculty, Kunming University of Science and Technology, Kunming, China
- Brain Science and Visual Cognition Research Center, Medical School of Kunming University of Science and Technology, Kunming, China
| | - Yu Fu
- Medical Faculty, Kunming University of Science and Technology, Kunming, China
- Brain Science and Visual Cognition Research Center, Medical School of Kunming University of Science and Technology, Kunming, China
| | - Zhuangfei Chen
- Medical Faculty, Kunming University of Science and Technology, Kunming, China.
- Brain Science and Visual Cognition Research Center, Medical School of Kunming University of Science and Technology, Kunming, China.
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8
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Aguerre NV, Gómez-Ariza CJ, Ibáñez-Molina AJ, Bajo MT. Electrophysiological correlates of dispositional mindfulness: A quantitative and complexity EEG study. Br J Psychol 2023. [PMID: 36748402 DOI: 10.1111/bjop.12636] [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: 07/01/2022] [Revised: 01/12/2023] [Accepted: 01/16/2023] [Indexed: 02/08/2023]
Abstract
While growing evidence supports that dispositional mindfulness relates to psychological health and cognitive enhancement, to date there have been only a few attempts to characterize its neural underpinnings. In the present study, we aimed at exploring the electrophysiological (EEG) signature of dispositional mindfulness using quantitative and complexity measures of EEG during resting state and while performing a learning task. Hundred twenty participants were assessed with the Five Facet Mindfulness Questionnaire and underwent 5 min eyes-closed resting state and 5 min at task EEG recording. We hypothesized that high mindfulness individuals would show patterns of brain activity related to (a) lower involvement of the default mode network (DMN) at rest (reduced frontal gamma power) and (b) a state of 'task readiness' reflected in a more similar pattern from rest to task (reduced overall q-EEG power at rest but not at task), as compared to their low mindfulness counterparts. Dispositional mindfulness was significantly linked to reduced frontal gamma power at rest and lower overall power during rest but not at task. In addition, we found a trend towards higher entropy during task performance in mindful individuals, which has recently been reported during mindfulness meditation. Altogether, our results add to those from expert meditators to show that high (dispositional) mindfulness seems to have a specific electrophysiological pattern characteristic of less involvement of the DMN and mind-wandering processes.
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Affiliation(s)
- Nuria Victoria Aguerre
- Department of Experimental Psychology - Mind, Brain and Behavior Research Center (CIMCYC), University of Granada, Granada, Spain
| | | | | | - María Teresa Bajo
- Department of Experimental Psychology - Mind, Brain and Behavior Research Center (CIMCYC), University of Granada, Granada, Spain
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9
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Ng HYH, Wu CW, Huang FY, Huang CM, Hsu CF, Chao YP, Jung TP, Chuang CH. Enhanced electroencephalography effective connectivity in frontal low-gamma band correlates of emotional regulation after mindfulness training. J Neurosci Res 2023; 101:901-915. [PMID: 36717762 DOI: 10.1002/jnr.25168] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2022] [Revised: 12/08/2022] [Accepted: 01/06/2023] [Indexed: 02/01/2023]
Abstract
Practicing mindfulness, focusing attention on the internal and external experiences occurring in the present moment with open and nonjudgement stance, can lead to the development of emotional regulation skills. Yet, the effective connectivity of brain regions during mindfulness has been largely unexplored. Studies have shown that mindfulness practice promotes functional connectivity in practitioners, potentially due to improved emotional regulation abilities and increased connectivity in the lateral prefrontal areas. To examine the changes in effective connectivity due to mindfulness training, we analyzed electroencephalogram (EEG) signals taken before and after mindfulness training, focusing on training-related effective connectivity changes in the frontal area. The mindfulness training group participated in an 8-week mindfulness-based stress reduction (MBSR) program. The control group did not take part. Regardless of the specific mindfulness practice used, low-gamma band effective connectivity increased globally after the mindfulness training. High-beta band effective connectivity increased globally only during Breathing. Moreover, relatively higher outgoing effective connectivity strength was seen during Resting and Breathing and Body-scan. By analyzing the changes in outgoing and incoming connectivity edges, both F7 and F8 exhibited strong parietal connectivity during Resting and Breathing. Multiple regression analysis revealed that the changes in effective connectivity of the right lateral prefrontal area predicted mindfulness and emotional regulation abilities. These results partially support the theory that the lateral prefrontal areas have top-down modulatory control, as these areas have high outflow effective connectivity, implying that mindfulness training cultivates better emotional regulation.
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Affiliation(s)
- Hei-Yin Hydra Ng
- Research Center for Education and Mind Sciences, College of Education, National Tsing Hua University, Hsinchu, Taiwan.,Department of Educational Psychology and Counseling, College of Education, National Tsing Hua University, Hsinchu, Taiwan
| | - Changwei W Wu
- Graduate Institute of Mind, Brain and Consciousness, Taipei Medical University, Taipei, Taiwan.,Brain and Consciousness Research Center, Taipei Medical University-Shuang Ho Hospital, New Taipei, Taiwan
| | - Feng-Ying Huang
- Department of Education, National Taipei University of Education, Taipei, Taiwan
| | - Chih-Mao Huang
- Department of Biological Science and Technology, National Yang Ming Chiao Tung University, Hsinchu, Taiwan.,Center for Intelligent Drug Systems and Smart Bio-devices (IDS2B), National Yang Ming Chiao Tung University, Hsinchu, Taiwan
| | - Chia-Fen Hsu
- Graduate Institute of Behavioral Sciences, Chang Gung University, Taoyuan, Taiwan.,Department of Child Psychiatry, Chang Gung Memorial Hospital at Linkou, Taoyuan, Taiwan
| | - Yi-Ping Chao
- Department of Computer Science and Information Engineering, Chang Gung University, Taoyuan, Taiwan.,Department of Otolaryngology-Head and Neck Surgery, Chang Gung Memorial Hospital at Linkou, Taoyuan, Taiwan
| | - Tzyy-Ping Jung
- Institute for Neural Computation and Institute of Engineering in Medicine, University of California, San Diego, California, La Jolla, USA
| | - Chun-Hsiang Chuang
- Research Center for Education and Mind Sciences, College of Education, National Tsing Hua University, Hsinchu, Taiwan.,Institute of Information Systems and Applications, College of Electrical Engineering and Computer Science, National Tsing Hua University, Hsinchu, Taiwan
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Skwara AC, King BG, Zanesco AP, Saron CD. Shifting Baselines: Longitudinal Reductions in EEG Beta Band Power Characterize Resting Brain Activity with Intensive Meditation. Mindfulness (N Y) 2022; 13:2488-2506. [PMID: 36258902 PMCID: PMC9568471 DOI: 10.1007/s12671-022-01974-9] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 09/02/2022] [Indexed: 11/18/2022]
Abstract
Objectives A core assumption of meditation training is that cognitive capacities developed during formal practice will transfer to other contexts or activities as expertise develops over time. This implies that meditation training might influence domain-general neurocognitive systems, the spontaneous activity of which should be reflected in the dynamics of the resting brain. Previous research has demonstrated that 3 months of meditation training led to reductions in EEG beta band power during mindfulness of breathing practice. The current study extends these findings to ask whether concomitant shifts in power are observed during 2 min of eyes closed rest, when participants are not explicitly engaged in formal meditation. Methods Experienced meditation practitioners were randomly assigned to practice 3 months of focused attention meditation in a residential retreat, or to serve as waitlist controls. The waitlist controls later completed their own 3-month retreat. Permutation-based cluster analysis of 88-channel resting EEG data was used to test for spectral changes in spontaneous brain activity over the course of the retreats. Results Longitudinal reductions in EEG power in the beta frequency range were identified and replicated across the two independent training periods. Less robust reductions were also observed in the high alpha frequency range, and in individual peak alpha frequency. These changes closely mirror those previously observed during formal mindfulness of breathing meditation practice. Conclusions These findings suggest that the neurocognitive effects of meditation training can extend beyond the bounds of formal practice, influencing the spontaneous activity of the resting brain. Rather than serving as an invariant baseline, resting states might carry meaningful training-related effects, blurring the line between state and trait change. Supplementary Information The online version contains supplementary material available at 10.1007/s12671-022-01974-9.
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Ken Tanaka G, Russell TA, Bittencourt J, Marinho V, Teixeira S, Hugo Bastos V, Gongora M, Ramim M, Budde H, Aprigio D, Fernando Basile L, Cagy M, Ribeiro P, Gupta DS, Velasques B. Open monitoring meditation alters the EEG gamma coherence in experts meditators: The expert practice exhibit greater right intra-hemispheric functional coupling. Conscious Cogn 2022; 102:103354. [PMID: 35636352 DOI: 10.1016/j.concog.2022.103354] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2020] [Revised: 04/14/2022] [Accepted: 05/18/2022] [Indexed: 11/16/2022]
Abstract
AIM This study investigated the differences in frontoparietal EEG gamma coherence between expert meditators (EM) and naïve meditators (NM). MATERIAL AND METHODS This is a cross-sectional study with a sample of twenty-one healthy adults divided under two groups (experts meditators vs. naive-meditators), with analyzing the intra-hemispheric coherence of frontoparietal gamma oscillations by electroencephalography during the study steps: EEG resting-state 1, during the open presence meditation practice, and EEG resting-state 2. RESULTS The findings demonstrated greater frontoparietal EEG coherence in gamma for experts meditators in the Fp1-P3, F4-P4, F8-P4 electrode pairs during rest 1 and rest 2 (p ≤ 0.0083). In addition, we evidenced differences in the frontoparietal EEG coherence for expert meditators in F4-P4, F8-P4 during the meditation (p ≤ 0.0083). CONCLUSION Our results can support evidence that the connectivity of the right frontoparietal network acts as a biomarker of the enhanced Open monitoring meditation training.
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Affiliation(s)
- Guaraci Ken Tanaka
- Brain Mapping and Sensory Motor Integration Laboratory, Institute of Psychiatry of the Federal University of Rio de Janeiro, Rio de Janeiro, Brazil; Institute of Applied Neuroscience, Rio de Janeiro, Brazil; Mente Aberta, Brazilian Center for Mindfulness and Health Promotion, Federal University of Sao Paulo, São Paulo, Brazil
| | - Tamara A Russell
- Neuroimaging Department, Institute of Psychiatry, Psychology, and Neuroscience of King's College, London, UK
| | - Juliana Bittencourt
- Institute of Applied Neuroscience, Rio de Janeiro, Brazil; Veiga de Almeida University, Rio de Janeiro, Brazil
| | - Victor Marinho
- Neuro-innovation Technology & Brain Mapping Laboratory, Federal University of Delta do Parnaíba, Parnaíba, Brazil.
| | - Silmar Teixeira
- Neuro-innovation Technology & Brain Mapping Laboratory, Federal University of Delta do Parnaíba, Parnaíba, Brazil
| | - Victor Hugo Bastos
- Brain Mapping and Functionality Laboratory, Federal University of Delta do Parnaíba, Brazil
| | - Mariana Gongora
- Brain Mapping and Sensory Motor Integration Laboratory, Institute of Psychiatry of the Federal University of Rio de Janeiro, Rio de Janeiro, Brazil
| | - Maria Ramim
- Brain Mapping and Sensory Motor Integration Laboratory, Institute of Psychiatry of the Federal University of Rio de Janeiro, Rio de Janeiro, Brazil; Institute of Applied Neuroscience, Rio de Janeiro, Brazil
| | - Henning Budde
- Faculty of Human Sciences, Medical School Hamburg, Hamburg, Germany
| | - Danielle Aprigio
- Brain Mapping and Sensory Motor Integration Laboratory, Institute of Psychiatry of the Federal University of Rio de Janeiro, Rio de Janeiro, Brazil; Institute of Applied Neuroscience, Rio de Janeiro, Brazil
| | | | - Mauricio Cagy
- Biomedical Engineering Program, Federal University of Rio de Janeiro, Rio de Janeiro, Brazil
| | - Pedro Ribeiro
- Brain Mapping and Sensory Motor Integration Laboratory, Institute of Psychiatry of the Federal University of Rio de Janeiro, Rio de Janeiro, Brazil; Institute of Applied Neuroscience, Rio de Janeiro, Brazil; Bioscience Department, School of Physical Education of the Federal University of Rio de Janeiro, Rio de Janeiro, Brazil
| | - Daya S Gupta
- College of Science and Humanities, College of Health and Pharmacy, Husson University, Bangor, USA
| | - Bruna Velasques
- Brain Mapping and Sensory Motor Integration Laboratory, Institute of Psychiatry of the Federal University of Rio de Janeiro, Rio de Janeiro, Brazil; Institute of Applied Neuroscience, Rio de Janeiro, Brazil; Bioscience Department, School of Physical Education of the Federal University of Rio de Janeiro, Rio de Janeiro, Brazil
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Jones P. Mindfulness and Nondual Well-Being – What is the Evidence that We Can Stay Happy? REVIEW OF GENERAL PSYCHOLOGY 2022. [DOI: 10.1177/10892680221093013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Research into subjective well-being (SWB) focuses on conducive life conditions, healthy cognitive-affective processes and adaptive behaviours, however, in this model, well-being fluctuates based on changing mental and physical phenomena. This inquiry explores the possibility that we can have a nondual experience of well-being that is unaffected by such movements and investigates if the literature supports this. The assertion in traditional mindfulness that the sense of self is constructed and responsible for such fluctuations is explored, along with what evidence there is that mindfulness practices deliver relevant cognitive and behavioural correlates associated with such a way of being. Proposed preconditions include (a) nondual awareness or the perception of no-self; (b) increased positive affect, decreased negative affect, and increased self-lessness; (c) increased capacity to maintain (or protect) well-being including heightened emotional self-regulation and resilience to aversive stimuli. Research findings provide some evidence that the sense of self can be both constructed and deconstructed, and that mindfulness training may target psychological dimensions that could contribute to an experience of well-being that transcends the impact of life conditions. Recommendations are made for a collaborative relationship between SWB research and mindfulness to expand the inquiry into possible causes and conditions of ‘nondual well-being’.
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Affiliation(s)
- Patrick Jones
- College of Science, Health, Engineering and Education (SHEE), Murdoch University, Perth, WA, Australia
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13
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Mannekote Thippaiah S, Pradhan B, Voyiaziakis E, Shetty R, Iyengar S, Olson C, Tang YY. Possible Role of Parvalbumin Interneurons in Meditation and Psychiatric Illness. J Neuropsychiatry Clin Neurosci 2022; 34:113-123. [PMID: 35040663 DOI: 10.1176/appi.neuropsych.21050136] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
Parvalbumin (PV) interneurons are present in multiple brain regions and produce complex influences on brain functioning. An increasing number of research findings indicate that the function of these interneurons is more complex than solely to inhibit pyramidal neurons in the cortex. They generate feedback and feedforward inhibition of cortical neurons, and they are critically involved in the generation of neuronal network oscillation. These oscillations, generated by various brain regions, are linked to perceptions, thought processes, and cognitive functions, all of which, in turn, influence human emotions and behavior. Both animal and human studies consistently have found that meditation practice results in enhancement in the effects of alpha-, theta-, and gamma-frequency oscillations, which may correspond to positive changes in cognition, emotion, conscious awareness, and, subsequently, behavior. Although the study of meditation has moved into mainstream neuroscience research, the link between PV interneurons and any role they might play in meditative states remains elusive. This article is focused primarily on gamma-frequency oscillation, which is generated by PV interneurons, to develop insight and perspective into the role of PV interneurons in meditation. This article also points to new and emerging directions that address whether this role of PV interneurons in meditation extends to a beneficial, and potentially therapeutic, role in the treatment of common psychiatric disorders, including schizophrenia.
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Affiliation(s)
- Srinagesh Mannekote Thippaiah
- Department of Psychiatry, Valleywise Behavioral Health Center, School of Medicine, Creighton University, Phoenix (Mannekote Thippaiah, Olson); Division of Neuromodulation and Integrative Psychiatry, Department of Psychiatry and Pediatrics, Cooper Medical School, Rowan University, Camden, N.J. (Pradhan); Department of Psychiatry, Donald and Barbara Zucker School of Medicine, Hofstra/Northwell, Glen Oaks, N.Y. (Voyiaziakis); Department of Neuroscience, College of Biological Sciences, University of Minnesota, Minneapolis (Shetty); American Museum of Natural History, New York (Iyengar); Psychiatry Division, District Medical Group, Phoenix (Olson); and College of Health Solutions, Arizona State University, Tempe (Tang)
| | - Basant Pradhan
- Department of Psychiatry, Valleywise Behavioral Health Center, School of Medicine, Creighton University, Phoenix (Mannekote Thippaiah, Olson); Division of Neuromodulation and Integrative Psychiatry, Department of Psychiatry and Pediatrics, Cooper Medical School, Rowan University, Camden, N.J. (Pradhan); Department of Psychiatry, Donald and Barbara Zucker School of Medicine, Hofstra/Northwell, Glen Oaks, N.Y. (Voyiaziakis); Department of Neuroscience, College of Biological Sciences, University of Minnesota, Minneapolis (Shetty); American Museum of Natural History, New York (Iyengar); Psychiatry Division, District Medical Group, Phoenix (Olson); and College of Health Solutions, Arizona State University, Tempe (Tang)
| | - Emanuel Voyiaziakis
- Department of Psychiatry, Valleywise Behavioral Health Center, School of Medicine, Creighton University, Phoenix (Mannekote Thippaiah, Olson); Division of Neuromodulation and Integrative Psychiatry, Department of Psychiatry and Pediatrics, Cooper Medical School, Rowan University, Camden, N.J. (Pradhan); Department of Psychiatry, Donald and Barbara Zucker School of Medicine, Hofstra/Northwell, Glen Oaks, N.Y. (Voyiaziakis); Department of Neuroscience, College of Biological Sciences, University of Minnesota, Minneapolis (Shetty); American Museum of Natural History, New York (Iyengar); Psychiatry Division, District Medical Group, Phoenix (Olson); and College of Health Solutions, Arizona State University, Tempe (Tang)
| | - Rashika Shetty
- Department of Psychiatry, Valleywise Behavioral Health Center, School of Medicine, Creighton University, Phoenix (Mannekote Thippaiah, Olson); Division of Neuromodulation and Integrative Psychiatry, Department of Psychiatry and Pediatrics, Cooper Medical School, Rowan University, Camden, N.J. (Pradhan); Department of Psychiatry, Donald and Barbara Zucker School of Medicine, Hofstra/Northwell, Glen Oaks, N.Y. (Voyiaziakis); Department of Neuroscience, College of Biological Sciences, University of Minnesota, Minneapolis (Shetty); American Museum of Natural History, New York (Iyengar); Psychiatry Division, District Medical Group, Phoenix (Olson); and College of Health Solutions, Arizona State University, Tempe (Tang)
| | - Sloka Iyengar
- Department of Psychiatry, Valleywise Behavioral Health Center, School of Medicine, Creighton University, Phoenix (Mannekote Thippaiah, Olson); Division of Neuromodulation and Integrative Psychiatry, Department of Psychiatry and Pediatrics, Cooper Medical School, Rowan University, Camden, N.J. (Pradhan); Department of Psychiatry, Donald and Barbara Zucker School of Medicine, Hofstra/Northwell, Glen Oaks, N.Y. (Voyiaziakis); Department of Neuroscience, College of Biological Sciences, University of Minnesota, Minneapolis (Shetty); American Museum of Natural History, New York (Iyengar); Psychiatry Division, District Medical Group, Phoenix (Olson); and College of Health Solutions, Arizona State University, Tempe (Tang)
| | - Carol Olson
- Department of Psychiatry, Valleywise Behavioral Health Center, School of Medicine, Creighton University, Phoenix (Mannekote Thippaiah, Olson); Division of Neuromodulation and Integrative Psychiatry, Department of Psychiatry and Pediatrics, Cooper Medical School, Rowan University, Camden, N.J. (Pradhan); Department of Psychiatry, Donald and Barbara Zucker School of Medicine, Hofstra/Northwell, Glen Oaks, N.Y. (Voyiaziakis); Department of Neuroscience, College of Biological Sciences, University of Minnesota, Minneapolis (Shetty); American Museum of Natural History, New York (Iyengar); Psychiatry Division, District Medical Group, Phoenix (Olson); and College of Health Solutions, Arizona State University, Tempe (Tang)
| | - Yi-Yuan Tang
- Department of Psychiatry, Valleywise Behavioral Health Center, School of Medicine, Creighton University, Phoenix (Mannekote Thippaiah, Olson); Division of Neuromodulation and Integrative Psychiatry, Department of Psychiatry and Pediatrics, Cooper Medical School, Rowan University, Camden, N.J. (Pradhan); Department of Psychiatry, Donald and Barbara Zucker School of Medicine, Hofstra/Northwell, Glen Oaks, N.Y. (Voyiaziakis); Department of Neuroscience, College of Biological Sciences, University of Minnesota, Minneapolis (Shetty); American Museum of Natural History, New York (Iyengar); Psychiatry Division, District Medical Group, Phoenix (Olson); and College of Health Solutions, Arizona State University, Tempe (Tang)
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Kim J, Kim M, Jang M, Lee J. The Effect of Juingong Meditation on the Theta to Alpha Ratio in the Temporoparietal and Anterior Frontal EEG Recordings. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:ijerph19031721. [PMID: 35162744 PMCID: PMC8835034 DOI: 10.3390/ijerph19031721] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/23/2021] [Revised: 01/30/2022] [Accepted: 01/31/2022] [Indexed: 11/16/2022]
Abstract
(1) Background: The effect of Juingong meditation on brainwave patterns has not been explored yet. This study aimed to study the changes in brainwave patterns produced by Juingong meditation, through electroencephalography (EEG) measurements. (2) Methods: The study included 23 participants from the Hanmaum Seon Center in Korea. EEG measurements were performed using InteraXon’s four-channel EEG measurement equipment, Muse. It measures EEG patterns in the temporoparietal and anterior frontal lobes. Brainwaves were measured in two different states: when Juingong meditation was practiced and when instructed mind wandering (IMW) was practiced. The EEG recordings were analyzed using the theta/alpha index. (3) Results: In the Juingong meditation state, the power of alpha was relatively higher than that of theta and these results were valid in the temporal parietal lobe channel. This indicates that relatively more alpha waves were induced in the temporal parietal lobe when Juingong meditation was practiced. (4) Conclusions: When Juingong meditation is practiced, the theta/alpha ratio changes without delay, which means that the practical effect of Juingong meditation on brainwave patterns is immediately apparent.
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Affiliation(s)
- Joohyun Kim
- Department of Nursing, Collage of Nursing, Kangwon National University, Chuncheon 24341, Korea;
| | - Miji Kim
- Hanmaeum Oriental Medicine Clinic, Anyang 13909, Korea;
| | - Miran Jang
- Severance Biomedical Science Institute, College of Medicine, Yonsei University, Seoul 03722, Korea;
| | - Junyeop Lee
- Yaksanae Oriental Medicine Hospital, Ansan 15549, Korea
- Correspondence:
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15
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Jones P, Drummond P. Construction and evaluation of a mindfulness-based quality of life and well-being program (MQW) in a randomized trial. CURRENT PSYCHOLOGY 2022. [DOI: 10.1007/s12144-021-02672-w] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023]
Abstract
AbstractDue to the multi-factorial nature of the self-report of happiness, an enhancement program was designed that focused on mental style (subjective processes), and relationships, work, money, health, and leisure (objective life domains). An examination of interventions revealed mindfulness training (subjective factors) and goal setting (objective factors) as effective change modalities. To address this, the Mindfulness-based Quality of Life and Well-being Program (MQW) was developed and evaluated against the Mindfulness Attention Awareness Scale, Quality of Life Index, Personal Wellbeing Index–Adult, Positive and Negative Affect Scale, the Satisfaction with Life scale, and the newly developed Clinical Quality of Life Scale (CLINQOL). To explore training protocol effects, the program was delivered in a graduated (6 weekly sessions x 2 hours) and intensive (2 consecutive days x 6 hours) format. Using a randomized trial, participants were allocated across these conditions and a control. A total of 191 participants completed the study and were assessed at pre, post and follow up time points. Increases in mindfulness, quality of life, subjective well-being, and positive and negative affect (not life satisfaction), were greater in treated (combined formats) than control participants at post-test, and for mindfulness at follow up. Other than an increase in mindfulness for the 2 day condition at follow up, changes were similar in both intervention formats. Finally, to investigate what unique difference the MQW might have in comparison to teaching just mindfulness, the full version of the program was compared to an expanded section of the mindfulness component of the program. A total of 74 subjects began the program and filled out assessments across the three time periods. There was no difference between groups or an interaction between group and time. Overall, the findings provide preliminary evidence that a multi-dimensional training approach, using mindfulness and goal setting, may be a beneficial intervention model to enhance subjective and objective components in the perception of quality of life and well-being. However, further investigation into its added benefit to mindfulness alone is required.
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16
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Ng HYH, Wu CW, Huang FY, Cheng YT, Guu SF, Huang CM, Hsu CF, Chao YP, Jung TP, Chuang CH. Mindfulness Training Associated With Resting-State Electroencephalograms Dynamics in Novice Practitioners via Mindful Breathing and Body-Scan. Front Psychol 2021; 12:748584. [PMID: 34777144 PMCID: PMC8581621 DOI: 10.3389/fpsyg.2021.748584] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2021] [Accepted: 10/05/2021] [Indexed: 11/21/2022] Open
Abstract
Objectives: Mindfulness-based stress reduction has been proven to improve mental health and quality of life. This study examined how mindfulness training and various types of mindfulness practices altered brain activity. Methods: Specifically, the spectral powers of scalp electroencephalography of the mindfulness-based stress reduction (MBSR) group (n=17) who underwent an 8-week MBSR training-including mindful breathing and body-scan-were evaluated and compared with those of the waitlist controls (n=14). Results: Empirical results indicated that the post-intervention effect of MBSR significantly elevated the resting-state beta powers and reduced resting-state delta powers in both practices; such changes were not observed in the waitlist control. Compared with mindful breathing, body-scanning resulted in an overall decline in electroencephalograms (EEG) spectral powers at both delta and low-gamma bands among trained participants. Conclusion: Together with our preliminary data of expert mediators, the aforementioned spectral changes were salient after intervention, but mitigated along with expertise. Additionally, after receiving training, the MBSR group's mindfulness and emotion regulation levels improved significantly, which were correlated with the EEG spectral changes in the theta, alpha, and low-beta bands. The results supported that MBSR might function as a unique internal processing tool that involves increased vigilant capability and induces alterations similar to other cognitive training.
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Affiliation(s)
- Hei-Yin Hydra Ng
- Research Center for Education and Mind Sciences, College of Education, National Tsing Hua University, Hsinchu, Taiwan
- Department of Educational Psychology and Counseling, College of Education, National Tsing Hua University, Hsinchu, Taiwan
- Graduate Institute of Mind, Brain and Consciousness, Taipei Medical University, Taipei, Taiwan
| | - Changwei W. Wu
- Graduate Institute of Mind, Brain and Consciousness, Taipei Medical University, Taipei, Taiwan
- Brain and Consciousness Research Center, Shuang Ho Hospital-Taipei Medical University, Taipei, Taiwan
| | - Feng-Ying Huang
- Department of Education, National Taipei University of Education, Taipei, Taiwan
| | - Yu-Ting Cheng
- Graduate Institute of Mind, Brain and Consciousness, Taipei Medical University, Taipei, Taiwan
| | - Shiao-Fei Guu
- Graduate Institute of Mind, Brain and Consciousness, Taipei Medical University, Taipei, Taiwan
| | - Chih-Mao Huang
- Department of Biological Science and Technology, National Yang Ming Chiao Tung University, Hsinchu, Taiwan
- Center for Intelligent Drug Systems and Smart Bio-devices (IDS2B), National Yang Ming Chiao Tung University, Taipei, Taiwan
| | - Chia-Fen Hsu
- Graduate Institute of Behavioral Sciences, Chang Gung University, Taoyuan, Taiwan
- Department of Child Psychiatry, Chang Gung Memorial Hospital at Linkou, Taoyuan, Taiwan
| | - Yi-Ping Chao
- Graduate Institute of Biomedical Engineering, Chang Gung University, Taoyuan, Taiwan
- Department of Neurology, Chang Gung Memorial Hospital at Linkou, Taoyuan, Taiwan
| | - Tzyy-Ping Jung
- Research Center for Education and Mind Sciences, College of Education, National Tsing Hua University, Hsinchu, Taiwan
- Institute for Neural Computation and Institute of Engineering in Medicine, University of California, San Diego, San Diego, CA, United States
| | - Chun-Hsiang Chuang
- Research Center for Education and Mind Sciences, College of Education, National Tsing Hua University, Hsinchu, Taiwan
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Young JH, Arterberry ME, Martin JP. Contrasting Electroencephalography-Derived Entropy and Neural Oscillations With Highly Skilled Meditators. Front Hum Neurosci 2021; 15:628417. [PMID: 33994976 PMCID: PMC8119624 DOI: 10.3389/fnhum.2021.628417] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2020] [Accepted: 03/08/2021] [Indexed: 12/03/2022] Open
Abstract
Meditation is an umbrella term for a number of mental training practices designed to improve the monitoring and regulation of attention and emotion. Some forms of meditation are now being used for clinical intervention. To accompany the increased clinical interest in meditation, research investigating the neural basis of these practices is needed. A central hypothesis of contemplative neuroscience is that meditative states, which are unique on a phenomenological level, differ on a neurophysiological level. To identify the electrophysiological correlates of meditation practice, the electrical brain activity of highly skilled meditators engaging in one of six meditation styles (shamatha, vipassana, zazen, dzogchen, tonglen, and visualization) was recorded. A mind-wandering task served as a control. Lempel-Ziv complexity showed differences in nonlinear brain dynamics (entropy) during meditation compared with mind wandering, suggesting that meditation, regardless of practice, affects neural complexity. In contrast, there were no differences in power spectra at six different frequency bands, likely due to the fact that participants engaged in different meditation practices. Finally, exploratory analyses suggest neurological differences among meditation practices. These findings highlight the importance of studying the electroencephalography (EEG) correlates of different meditative practices.
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Affiliation(s)
- Jacob H. Young
- Department of Biology, Colby College, Waterville, ME, United States
- Department of Psychology, Colby College, Waterville, ME, United States
| | | | - Joshua P. Martin
- Department of Biology, Colby College, Waterville, ME, United States
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Linares PL, Ratti SG, Alvarez EO. Cognitive performance in high school students after short treatment of zazen meditation technic. JOURNAL OF NEURORESTORATOLOGY 2021. [DOI: 10.26599/jnr.2021.9040013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022] Open
Abstract
Zazen is one of several meditation technics that pretends to reach calmness, reducing interference, and controlling awareness practiced by many people in the world. Zazen practitioners claim that a natural sense of wellbeing, spontaneous joy and self-fulfilling is achieved with its practice. Neuroscientific evidence shows that important modifications in the neuronal electric activity with compromise of several brain structures has been observed, especially those that are involved in modulation of attention. Our laboratory was interested to study the possible behavioural effects of a short time zazen practice to a group of secondary students of public or private high schools, with no previous training in any meditation technics. Two groups, 15-17 years old coursing the 4th or 5th year of their secondary study, one receiving zazen training (n = 31), and the other one recreation activities (n = 45) were selected. All subjects were tested with the Tower of London, Tower of Hanoi, Wisconsin Card Sorting and Stroop test to evaluate the cognitive abilities, at the beginning of the experiment (t0) and at the end of the experiment (t1, about 3 months later). Results showed that in the Tower of London and Tower of Hanoi, zazen group displayed significant less movements to solve the task, compared to Control. No differences were found between both groups in solving the Wisconsin Card Sorting test, but in the Stroop test zazen group was superior to Control in making significant less mistakes during solving the task. Results are compatible with a positive effect of zazen training in behavioural abilities of attention and planning strategies in secondary students.
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Deolindo CS, Ribeiro MW, Aratanha MA, Afonso RF, Irrmischer M, Kozasa EH. A Critical Analysis on Characterizing the Meditation Experience Through the Electroencephalogram. Front Syst Neurosci 2020; 14:53. [PMID: 32848645 PMCID: PMC7427581 DOI: 10.3389/fnsys.2020.00053] [Citation(s) in RCA: 22] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2019] [Accepted: 07/06/2020] [Indexed: 11/13/2022] Open
Abstract
Meditation practices, originated from ancient traditions, have increasingly received attention due to their potential benefits to mental and physical health. The scientific community invests efforts into scrutinizing and quantifying the effects of these practices, especially on the brain. There are methodological challenges in describing the neural correlates of the subjective experience of meditation. We noticed, however, that technical considerations on signal processing also don't follow standardized approaches, which may hinder generalizations. Therefore, in this article, we discuss the usage of the electroencephalogram (EEG) as a tool to study meditation experiences in healthy individuals. We describe the main EEG signal processing techniques and how they have been translated to the meditation field until April 2020. Moreover, we examine in detail the limitations/assumptions of these techniques and highlight some good practices, further discussing how technical specifications may impact the interpretation of the outcomes. By shedding light on technical features, this article contributes to more rigorous approaches to evaluate the construct of meditation.
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Affiliation(s)
| | | | | | | | - Mona Irrmischer
- Department of Integrative Neurogenomics and Cognitive Research (CNCR), Amsterdam Neuroscience, VU Amsterdam, Amsterdam, Netherlands
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Jerath R, Beveridge C, Jensen M. On the Hierarchical Organization of Oscillatory Assemblies: Layered Superimposition and a Global Bioelectric Framework. Front Hum Neurosci 2019; 13:426. [PMID: 31866845 PMCID: PMC6904282 DOI: 10.3389/fnhum.2019.00426] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2018] [Accepted: 11/18/2019] [Indexed: 01/23/2023] Open
Abstract
Bioelectric oscillations occur throughout the nervous system of nearly all animals, revealed to play an important role in various aspects of cognitive activity such as information processing and feature binding. Modern research into this dynamic and intrinsic bioelectric activity of neural cells continues to raise questions regarding their role in consciousness and cognition. In this theoretical article, we assert a novel interpretation of the hierarchical nature of "brain waves" by identifying that the superposition of multiple oscillations varying in frequency corresponds to the superimposing of the contents of consciousness and cognition. In order to describe this isomorphism, we present a layered model of the global functional oscillations of various frequencies which act as a part of a unified metastable continuum described by the Operational Architectonics theory and suggested to be responsible for the emergence of the phenomenal mind. We detail the purposes, functions, and origins of each layer while proposing our main theory that the superimposition of these oscillatory layers mirrors the superimposition of the components of the integrated phenomenal experience as well as of cognition. In contrast to the traditional view that localizations of high and low-frequency activity are spatially distinct, many authors have suggested a hierarchical nature to oscillations. Our theoretical interpretation is founded in four layers which correlate not only in frequency but in evolutionary development. As other authors have done, we explore how these layers correlate to the phenomenology of human experience. Special importance is placed on the most basal layer of slow oscillations in coordinating and grouping all of the other layers. By detailing the isomorphism between the phenomenal and physiologic aspects of how lower frequency layers provide a foundation for higher frequency layers to be organized upon, we provide a further means to elucidate physiological and cognitive mechanisms of mind and for the well-researched outcomes of certain voluntary breathing patterns and meditative practices which modulate the mind and have therapeutic effects for psychiatric and other disorders.
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Affiliation(s)
- Ravinder Jerath
- Charitable Medical Healthcare Foundation, Augusta, GA, United States
| | - Connor Beveridge
- Charitable Medical Healthcare Foundation, Augusta, GA, United States
| | - Michael Jensen
- Department of Medical Illustration, Augusta University, Augusta, GA, United States
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21
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Kummar AS, Correia H, Fujiyama H. A Brief Review of the EEG Literature on Mindfulness and Fear Extinction and its Potential Implications for Posttraumatic Stress Symptoms (PTSS). Brain Sci 2019; 9:brainsci9100258. [PMID: 31569665 PMCID: PMC6826941 DOI: 10.3390/brainsci9100258] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2019] [Revised: 09/22/2019] [Accepted: 09/24/2019] [Indexed: 12/14/2022] Open
Abstract
Neuroimaging studies in the area of mindfulness research have provided preliminary support for the idea of fear extinction as a plausible underlying mechanism through which mindfulness exerts its positive benefits. Whilst brain regions identified in the fear extinction network are typically found at a subcortical level, studies have also demonstrated the feasibility of cortical measures of the brain, such as electroencephalogram (EEG), in implying subcortical activations of the fear extinction network. Such EEG studies have also found evidence of a relationship between brain reactivity to unpleasant stimuli (i.e., fear extinction) and severity of posttraumatic stress symptoms (PTSS). Therefore, the present paper seeks to briefly review the parallel findings between the neurophysiological literature of mindfulness and fear extinction (particularly that yielded by EEG measures), and discusses the implications of this for fear-based psychopathologies, such as trauma, and finally presents suggestions for future studies. This paper also discusses the clinical value in integrating EEG in psychological treatment for trauma, as it holds the unique potential to detect neuromarkers, which may enable earlier diagnoses, and can also provide neurofeedback over the course of treatment.
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Affiliation(s)
- Auretta S Kummar
- Discipline of Psychology, Exercise Science, Chiropractic and Counselling; College of Science, Health, Engineering and Education, Murdoch University, Murdoch 6150, Australia.
| | - Helen Correia
- Discipline of Psychology, Exercise Science, Chiropractic and Counselling; College of Science, Health, Engineering and Education, Murdoch University, Murdoch 6150, Australia.
| | - Hakuei Fujiyama
- Discipline of Psychology, Exercise Science, Chiropractic and Counselling; College of Science, Health, Engineering and Education, Murdoch University, Murdoch 6150, Australia.
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22
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Léonard A, Clément S, Kuo CD, Manto M. Changes in Heart Rate Variability During Heartfulness Meditation: A Power Spectral Analysis Including the Residual Spectrum. Front Cardiovasc Med 2019; 6:62. [PMID: 31139634 PMCID: PMC6527777 DOI: 10.3389/fcvm.2019.00062] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2019] [Accepted: 04/29/2019] [Indexed: 12/19/2022] Open
Abstract
Background: Meditation refers to a group of practices commonly proposed to treat stress-related conditions and improve overall wellness. In particular, meditation might exert beneficial actions on heart rate variability (HRV) by acting on autonomic tone with an increase in the vagal activity. The effects of heartfulness meditation (HM) on HRV remain poorly defined. Methods: We investigated the effects of HM on HRV in a group of 26 healthy subjects. Subjects were regularly practicing this form of meditation on a daily basis. We assessed the HRV and residual HRV (rHRV) at rest and during meditation. We also used as control a period of respiratory rhythm imposed by an auditory signal, with the imposed breathing rhythm being identical to the spontaneous rhythm recorded during meditation. Results: During deep meditation period, the standard deviation of RR intervals (SDRR), coefficient of variation of RR intervals (CVRR), and total power (TP) were decreased while the low-frequency power (LFP), normalized LFP (nLFP), and normalized residual LFP (nrLFP) were increased as compared with those at rest, suggesting that the global vagal modulation was suppressed while the baroreflex was increased during deep medication. At the end of meditation, the LFP, residual LFP (rLFP), nLFP, nrLFP, low-/high-frequency power ratio (LHR), and residual LHR (rLHR) were increased while the residual very low-frequency power (rVLFP), normalized high-frequency power (nHFP), and normalized residual HFP (nrHFP) were decreased, as compared with those during paced breathing, suggesting that the vagal modulation was decreased while the sympathetic modulation was increased by deep meditation. During paced breathing period, the SDRR, CVRR, TP, LFP, rLFP, nLFP, nrLFP, LHR, and rLHR were decreased while nHFP and nrHFP were increased as compared with at rest, suggesting that paced breathing could suppress the sympathetic modulation and enhance the vagal modulation. Conclusion: HM can induce a suppression of global vagal modulation and increased the sympathetic modulation and baroreflex. In addition, paced breathing can suppress the sympathetic modulation and enhance the vagal modulation. Unlike studies using other types of meditation, we did not identify evidence of increased vagal tone during HM.
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Affiliation(s)
| | | | - Cheng-Deng Kuo
- Division of Chest Medicine, Department of Internal Medicine, Changhua Christian Hospital, Changhua City, Taiwan.,Department of Medical Research, Taipei Veterans General Hospital, Taipei, Taiwan
| | - Mario Manto
- HELB Ilya Prigogine, Brussels, Belgium.,Service de Neurologie, ULB CHU-Charleroi, Charleroi, Belgium.,Service des Neurosciences, University of Mons, Mons, Belgium
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23
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Maksutova GI. Bioelectric activity of the cortex influenced by psychophysical exercises involving concentration of attention. GAZZETTA MEDICA ITALIANA ARCHIVIO PER LE SCIENZE MEDICHE 2019. [DOI: 10.23736/s0393-3660.19.03675-1] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
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24
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Jones P. Mindfulness Training: Can It Create Superheroes? Front Psychol 2019; 10:613. [PMID: 30971978 PMCID: PMC6443831 DOI: 10.3389/fpsyg.2019.00613] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2018] [Accepted: 03/05/2019] [Indexed: 02/06/2023] Open
Abstract
With the emergence of the science of heroism there now exists both theoretical and empirical literature on the characteristics of our everyday hero. We seek to expand this inquiry and ask what could be the causes and conditions of a superhero. To address this we investigate the origins of mindfulness, Buddhist psychology and the assertion that its practitioners who have attained expertise in mindfulness practices can develop supernormal capabilities. Examining first their foundational eight "jhana" states (levels of attention) and the six consequent "abhinnas" (siddhis or special abilities) that arise from such mental mastery, we then explore any evidence that mindfulness practices have unfolded the supernormal potential of its practitioners. We found a growing base of empirical literature suggesting some practitioners exhibit indicators of enhanced functioning including elevated physical health and resistance to disease, increased immunity to aging and improved cognitive processing, greater resilience and fearlessness, more self-less and pro-social behaviors, some control over normally autonomic responses, and possibly some paranormal functionality. These improvements in normal human functioning provide some evidence that there are practices that develop these abilities, and as such we might want to consider adopting them to develop this capability. There are however insufficient studies of expert meditators and more research of adepts is called for that explores the relationship between levels of attentional skill and increases in functionality. We propose in search of the superhero, that if conventional mindfulness training can already augment mental and physical capabilities, a more serious inquiry and translation of its advanced methods into mainstream psychological theory is warranted.
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Affiliation(s)
- Patrick Jones
- School of Psychology and Exercise Science, Murdoch University, Perth, WA, Australia
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25
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Luft CDB, Zioga I, Banissy MJ, Bhattacharya J. Spontaneous Visual Imagery During Meditation for Creating Visual Art: An EEG and Brain Stimulation Case Study. Front Psychol 2019; 10:210. [PMID: 30853922 PMCID: PMC6395393 DOI: 10.3389/fpsyg.2019.00210] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2018] [Accepted: 01/22/2019] [Indexed: 11/13/2022] Open
Abstract
Experienced meditators often report spontaneous visual imagery during deep meditation in the form of lights or other types of visual images. These experiences are usually interpreted as an "encounters with light" and gain mystical meaning. Contrary to the well-studied intentional and controlled visual imagery, spontaneous imagery is poorly understood, yet it plays an important role in creativity of visual artists. The neural correlates of such experiences are indeed hard to capture in laboratory settings. In this case study we aimed to investigate the neural correlates of spontaneous visual imagery in an artist who experiences strong visual imagery during meditation. She uses these images to create visual art. We recorded her EEG during seven meditation sessions in which she experienced visual imagery episodes (visions). To examine the functional role of the neural oscillations we also conducted three separate meditation sessions under different transcranial alternating current (tACS) brain stimulation: alpha (10 Hz), gamma (40 Hz) and sham. We observed a robust increase in occipital gamma power (30-70 Hz) during the deepest stage of meditation across all sessions. This gamma increase was consistent with the experience of spontaneous visual imagery: higher during visions compared to no visions. Alpha tACS was found to affect the contents of her visual imagery, making them sharper, shorter and causing more visions to occur; the artist reported that these sharp images were too detailed to be used in her art. Interestingly, gamma and sham stimulation had no impact on the visual imagery contents. Our findings raise the hypothesis that occipital gamma might be a neural marker of spontaneous visual imagery, which emerges in certain meditation practices of experienced meditators.
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Affiliation(s)
- Caroline Di Bernardi Luft
- School of Chemical and Biological Sciences, Queen Mary, University of London, London, United Kingdom.,Department of Psychology, Goldsmiths, University of London, London, United Kingdom
| | - Ioanna Zioga
- School of Chemical and Biological Sciences, Queen Mary, University of London, London, United Kingdom
| | - Michael J Banissy
- Department of Psychology, Goldsmiths, University of London, London, United Kingdom
| | - Joydeep Bhattacharya
- Department of Psychology, Goldsmiths, University of London, London, United Kingdom
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26
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Hata M, Hayashi N, Ishii R, Canuet L, Pascual-Marqui RD, Aoki Y, Ikeda S, Sakamoto T, Iwata M, Kimura K, Iwase M, Ikeda M, Ito T. Short-term meditation modulates EEG activity in subjects with post-traumatic residual disabilities. Clin Neurophysiol Pract 2019; 4:30-36. [PMID: 30886941 PMCID: PMC6402287 DOI: 10.1016/j.cnp.2019.01.003] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2018] [Revised: 01/24/2019] [Accepted: 01/28/2019] [Indexed: 11/24/2022] Open
Abstract
We aimed to detect EEG changes induced by meditative interventions in PTRD subjects. PTRD subjects exhibited increased gamma activity in the IPL relative to controls. Changes of delta activity in the precuneus correlated with changes of the QOL scale.
Objective Neurophysiological changes related to meditation have recently attracted scientific attention. We aimed to detect changes in electroencephalography (EEG) parameters induced by a meditative intervention in subjects with post-traumatic residual disability (PTRD), which has been confirmed for effectiveness and safety in a previous study. This will allow us to estimate the objective effect of this intervention at the neurophysiological level. Methods Ten subjects with PTRD were recruited and underwent psychological assessment and EEG recordings before and after the meditative intervention. Furthermore, 10 additional subjects were recruited as normal controls. Source current density as an EEG parameter was estimated by exact Low Resolution Electromagnetic Tomography (eLORETA). Comparisons of source current density in PTRD subjects after the meditative intervention with normal controls were investigated. Additionally, we compared source current density in PTRD subjects between before and after meditative intervention. Correlations between psychological assessments and source current density were also explored. Results After meditative intervention, PTRD subjects exhibited increased gamma activity in the left inferior parietal lobule relative to normal controls. In addition, changes of delta activity in the right precuneus correlated with changes in the psychological score on role physical item, one of the quality of life scales reflecting the work or daily difficulty due to physical problems. Conclusions These results show that the meditative intervention used in this study produces neurophysiological changes, in particular the modulation of oscillatory activity of the brain. Significance Our meditative interventions might induce the neurophysiological changes associated with the improvement of psychological symptoms in the PTRD subjects.
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Affiliation(s)
- Masahiro Hata
- Department of Psychiatry, Osaka University Graduate School of Medicine, Suita, Japan
| | - Noriyuki Hayashi
- Department of Psychiatry, Osaka University Graduate School of Medicine, Suita, Japan.,Department of Integrative Medicine, Osaka University Graduate School of Medicine, Suita, Japan
| | - Ryouhei Ishii
- Department of Psychiatry, Osaka University Graduate School of Medicine, Suita, Japan.,Department of Palliative Care, Ashiya Municipal Hospital, Ashiya, Japan
| | - Leonides Canuet
- Department of Cognitive, Social and Organizational Psychology, Universidad de La Laguna, San Cristóbal de La Laguna, Spain
| | - Roberto D Pascual-Marqui
- The KEY Institute for Brain-Mind Research, University Hospital of Psychiatry, Zurich, Switzerland.,Department of Psychiatry, Kansai Medical University, Moriguchi, Japan
| | - Yasunori Aoki
- Department of Psychiatry, Osaka University Graduate School of Medicine, Suita, Japan.,Nippon Life Hospital, Osaka, Japan
| | - Shunichiro Ikeda
- Department of Psychiatry, Kansai Medical University, Moriguchi, Japan
| | - Toshiko Sakamoto
- Department of Integrative Medicine, Osaka University Graduate School of Medicine, Suita, Japan.,Japan Yoga Therapy Society, Japan
| | - Masami Iwata
- Department of Integrative Medicine, Osaka University Graduate School of Medicine, Suita, Japan.,Japan Yoga Therapy Society, Japan
| | | | - Masao Iwase
- Department of Psychiatry, Osaka University Graduate School of Medicine, Suita, Japan
| | - Manabu Ikeda
- Department of Psychiatry, Osaka University Graduate School of Medicine, Suita, Japan
| | - Toshinori Ito
- Department of Integrative Medicine, Osaka University Graduate School of Medicine, Suita, Japan
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27
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Brandmeyer T, Delorme A, Wahbeh H. The neuroscience of meditation: classification, phenomenology, correlates, and mechanisms. PROGRESS IN BRAIN RESEARCH 2019; 244:1-29. [PMID: 30732832 DOI: 10.1016/bs.pbr.2018.10.020] [Citation(s) in RCA: 55] [Impact Index Per Article: 9.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
Rising from its contemplative and spiritual traditions, the science of meditation has seen huge growth over the last 30 years. This chapter reviews the classifications, phenomenology, neural correlates, and mechanisms of meditation. Meditation classification types are still varied and largely subjective. Broader models to describe meditation practice along multidimensional parameters may improve classification in the future. Phenomenological studies are few but growing, highlighting the subjective experience and correlations to neurophysiology. Oscillatory EEG studies are not conclusive likely due to the heterogeneous nature of the meditation styles and practitioners being assessed. Neuroimaging studies find common patterns during meditation and in long-term meditators reflecting the basic similarities of meditation in general; however, mostly the patterns differ across unique meditation traditions. Research on the mechanisms of meditation, specifically attention and emotion regulation is also discussed. There is a growing body of evidence demonstrating positive benefits from meditation in some clinical populations especially for stress reduction, anxiety, depression, and pain improvement, although future research would benefit by addressing the remaining methodological and conceptual issues. Meditation research continues to grow allowing us to understand greater nuances of how meditation works and its effects.
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Affiliation(s)
- Tracy Brandmeyer
- Osher Center for Integrative Medicine, School of Medicine, University of California, San Francisco, CA, United States; Centre de Recherche Cerveau et Cognition (CerCo), Université Paul Sabatier, Toulouse, France; CNRS, UMR 5549, Toulouse, France.
| | - Arnaud Delorme
- Centre de Recherche Cerveau et Cognition (CerCo), Université Paul Sabatier, Toulouse, France; CNRS, UMR 5549, Toulouse, France; Institute of Noetic Sciences (IONS), Petaluma, CA, United States; Swartz Center for Computational Neuroscience, Institute of Neural Computation (INC), University of California, San Diego, CA, United States
| | - Helané Wahbeh
- Institute of Noetic Sciences (IONS), Petaluma, CA, United States; Oregon Health & Science University, Portland, OR, United States
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28
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Raffone A, Marzetti L, Del Gratta C, Perrucci MG, Romani GL, Pizzella V. Toward a brain theory of meditation. PROGRESS IN BRAIN RESEARCH 2019; 244:207-232. [PMID: 30732838 DOI: 10.1016/bs.pbr.2018.10.028] [Citation(s) in RCA: 38] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
The rapidly progressing science of meditation has led to insights about the neural correlates of focused attention meditation (FAM), open monitoring meditation (OMM), compassion meditation (CM) and loving kindness meditation (LKM), in terms of states and traits. However, a unified theoretical understanding of the brain mechanisms involved in meditation-related functions, including mindfulness, is lacking. After reviewing the main forms of meditation and their relationships, the major brain networks and brain states, as well as influential theoretical views of consciousness, we outline a Brain Theory of Meditation (BTM). BTM takes the lead from considerations about the roles of the major brain networks, i.e., the central executive, salience and default mode networks, and their interplay, in meditation, and from an essential energetic limitation of the human brain, such that only up to 1% of the neurons in the cortex can be concurrently activated. The development of the theory is also guided by our neuroscientific studies with the outstanding participation of Theravada Buddhist monks, with other relevant findings in literature. BTM suggests mechanisms for the different forms of meditation, with the down-regulation of brain network activities in FAM, the gating and tuning of network coupling in OMM, and state-related up-regulation effects in CM and LKM. The theory also advances a leftward asymmetry in top-down regulation, and an enhanced inter-hemispheric integration, in meditation states and traits, also with implications for a theoretical understanding of conscious access. Meditation thus provides a meta-function for an efficient brain/mind regulation, and a flexible allocation of highly limited and often constrained (e.g., by negative emotion and mind wandering) brain activity resources, which can be related to mindfulness. Finally, a series of experimental predictions is derived from the theory.
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Affiliation(s)
- Antonino Raffone
- Department of Psychology, Sapienza University of Rome, Rome, Italy.
| | - Laura Marzetti
- Department of Neuroscience, Imaging and Clinical Sciences, "Gabriele D'Annunzio" University of Chieti-Pescara, Chieti, Italy; Institute for Advanced Biomedical Technologies, "Gabriele D'Annunzio" University of Chieti-Pescara, Chieti, Italy
| | - Cosimo Del Gratta
- Department of Neuroscience, Imaging and Clinical Sciences, "Gabriele D'Annunzio" University of Chieti-Pescara, Chieti, Italy; Institute for Advanced Biomedical Technologies, "Gabriele D'Annunzio" University of Chieti-Pescara, Chieti, Italy
| | - Mauro Gianni Perrucci
- Department of Neuroscience, Imaging and Clinical Sciences, "Gabriele D'Annunzio" University of Chieti-Pescara, Chieti, Italy; Institute for Advanced Biomedical Technologies, "Gabriele D'Annunzio" University of Chieti-Pescara, Chieti, Italy
| | - Gian Luca Romani
- Department of Neuroscience, Imaging and Clinical Sciences, "Gabriele D'Annunzio" University of Chieti-Pescara, Chieti, Italy; Institute for Advanced Biomedical Technologies, "Gabriele D'Annunzio" University of Chieti-Pescara, Chieti, Italy
| | - Vittorio Pizzella
- Department of Neuroscience, Imaging and Clinical Sciences, "Gabriele D'Annunzio" University of Chieti-Pescara, Chieti, Italy; Institute for Advanced Biomedical Technologies, "Gabriele D'Annunzio" University of Chieti-Pescara, Chieti, Italy
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29
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Lee DJ, Kulubya E, Goldin P, Goodarzi A, Girgis F. Review of the Neural Oscillations Underlying Meditation. Front Neurosci 2018; 12:178. [PMID: 29662434 PMCID: PMC5890111 DOI: 10.3389/fnins.2018.00178] [Citation(s) in RCA: 107] [Impact Index Per Article: 15.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2017] [Accepted: 03/06/2018] [Indexed: 12/13/2022] Open
Abstract
Objective: Meditation is one type of mental training that has been shown to produce many cognitive benefits. Meditation practice is associated with improvement in concentration and reduction of stress, depression, and anxiety symptoms. Furthermore, different forms of meditation training are now being used as interventions for a variety of psychological and somatic illnesses. These benefits are thought to occur as a result of neurophysiologic changes. The most commonly studied specific meditation practices are focused attention (FA), open-monitoring (OM), as well as transcendental meditation (TM), and loving-kindness (LK) meditation. In this review, we compare the neural oscillatory patterns during these forms of meditation. Method: We performed a systematic review of neural oscillations during FA, OM, TM, and LK meditation practices, comparing meditators to meditation-naïve adults. Results: FA, OM, TM, and LK meditation are associated with global increases in oscillatory activity in meditators compared to meditation-naïve adults, with larger changes occurring as the length of meditation training increases. While FA and OM are related to increases in anterior theta activity, only FA is associated with changes in posterior theta oscillations. Alpha activity increases in posterior brain regions during both FA and OM. In anterior regions, FA shows a bilateral increase in alpha power, while OM shows a decrease only in left-sided power. Gamma activity in these meditation practices is similar in frontal regions, but increases are variable in parietal and occipital regions. Conclusions: The current literature suggests distinct differences in neural oscillatory activity among FA, OM, TM, and LK meditation practices. Further characterizing these oscillatory changes may better elucidate the cognitive and therapeutic effects of specific meditation practices, and potentially lead to the development of novel neuromodulation targets to take advantage of their benefits.
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Affiliation(s)
- Darrin J Lee
- Neurosurgery, University of Toronto, Toronto, ON, Canada
| | - Edwin Kulubya
- Neurosurgery, University of California, Davis, Davis, CA, United States
| | - Philippe Goldin
- Nursing, University of California, Davis, Davis, CA, United States
| | - Amir Goodarzi
- Neurosurgery, University of California, Davis, Davis, CA, United States
| | - Fady Girgis
- Neurosurgery, University of California, Davis, Davis, CA, United States
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30
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Mahone MC, Travis F, Gevirtz R, Hubbard D. fMRI during Transcendental Meditation practice. Brain Cogn 2018; 123:30-33. [PMID: 29505943 DOI: 10.1016/j.bandc.2018.02.011] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2017] [Revised: 02/23/2018] [Accepted: 02/25/2018] [Indexed: 02/01/2023]
Abstract
This study used a within group design to investigate blood flow patterns (fMRI) in 16 long-term practitioners of Transcendental Meditation (mean practice: 34.3 years with each having over 36,000 h of meditation practice). During Transcendental Meditation practice, blood flow patterns were significantly higher in executive and attention areas (anterior cingulate and dorsolateral prefrontal cortices) and significantly lower in arousal areas (pons and cerebellum). This pattern supports the understanding that Transcendental Meditation practice requires minimal effort. During Transcendental Meditation, the attentional system was active (heightened blood flow in anterior cingulate and dorsolateral prefrontal cortices) in an automatic manner-decreased blood flow in the pons and cerebellum. This pattern of heightened blood flow in attentional areas and decreased blood flow in arousal areas has not been reported during other meditation practices. Future research should investigate blood flow patterns in different meditation practices in the same study.
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Affiliation(s)
- Michelle C Mahone
- California School of Professional Psychology, San Diego, CA 91932, USA
| | - Fred Travis
- Center for Brain, Consciousness and Cognition, Maharishi University of Management, Fairfield, IA, USA.
| | - Richard Gevirtz
- California School of Professional Psychology, San Diego, CA 91932, USA
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31
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Sanz-Leon P, Robinson PA. Multistability in the corticothalamic system. J Theor Biol 2017; 432:141-156. [PMID: 28830686 DOI: 10.1016/j.jtbi.2017.07.015] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2016] [Revised: 06/26/2017] [Accepted: 07/15/2017] [Indexed: 12/20/2022]
Abstract
Neural field theory of the corticothalamic system is used to analyze the properties of its steady-state solutions, including their linear stability, in the parameter space of synaptic couplings for physiological parameter ranges representing normal arousal waking states in adult humans. The independent connections of the corticothalamic model define an eight-dimensional parameter space, while specific combinations of these connections parameterize intracortical, corticothalamic, and intrathalamic loops. Multistable regions are systematically identified and the existence of up to five steady-state solutions is confirmed, up to three of which are linearly stable. A key determinant for the existence of five steady states is found to be the number of nonzero connections. This finding had not been previously proposed as the determining factor of high multiplicities of multistability in mesoscopic models of the brain. In the corticothalamic model presented here, multistability occurs when the intrathalamic loop is present (i.e., the reticular nucleus inhibits the relay nuclei), and when the net synaptic effect of the intracortical loop is inhibitory. The signature of these additional waking states is an overall increased level of thalamic activity. It is argued that the additional steady states found may represent hyperarousal states which occur when the corticothalamic projections do not attenuate the activity of the cortex.
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Affiliation(s)
- Paula Sanz-Leon
- School of Physics, University of Sydney, NSW 2006, Australia; Center for Integrative Brain Function, University of Sydney, NSW 2006, Australia.
| | - P A Robinson
- School of Physics, University of Sydney, NSW 2006, Australia; Center for Integrative Brain Function, University of Sydney, NSW 2006, Australia
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32
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Kober SE, Witte M, Ninaus M, Koschutnig K, Wiesen D, Zaiser G, Neuper C, Wood G. Ability to Gain Control Over One's Own Brain Activity and its Relation to Spiritual Practice: A Multimodal Imaging Study. Front Hum Neurosci 2017; 11:271. [PMID: 28596726 PMCID: PMC5442174 DOI: 10.3389/fnhum.2017.00271] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2016] [Accepted: 05/08/2017] [Indexed: 01/05/2023] Open
Abstract
Spiritual practice, such as prayer or meditation, is associated with focusing attention on internal states and self-awareness processes. As these cognitive control mechanisms presumably are also important for neurofeedback (NF), we investigated whether people who pray frequently (N = 20) show a higher ability of self-control over their own brain activity compared to a control group of individuals who rarely pray (N = 20). All participants underwent structural magnetic resonance imaging (MRI) and one session of sensorimotor rhythm (SMR, 12–15 Hz) based NF training. Individuals who reported a high frequency of prayer showed improved NF performance compared to individuals who reported a low frequency of prayer. The individual ability to control one’s own brain activity was related to volumetric aspects of the brain. In the low frequency of prayer group, gray matter volumes in the right insula and inferior frontal gyrus were positively associated with NF performance, supporting prior findings that more general self-control networks are involved in successful NF learning. In contrast, participants who prayed regularly showed a negative association between gray matter volume in the left medial orbitofrontal cortex (Brodmann’s area (BA) 10) and NF performance. Due to their regular spiritual practice, they might have been more skillful in gating incoming information provided by the NF system and avoiding task-irrelevant thoughts.
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Affiliation(s)
- Silvia E Kober
- Department of Psychology, University of GrazGraz, Austria.,BioTechMed-GrazGraz, Austria
| | - Matthias Witte
- Department of Psychology, University of GrazGraz, Austria
| | - Manuel Ninaus
- Leibniz-Institut für WissensmedienTuebingen, Germany.,LEAD Graduate School and Research Network, Eberhard Karls University TuebingenTuebingen, Germany
| | - Karl Koschutnig
- Department of Psychology, University of GrazGraz, Austria.,BioTechMed-GrazGraz, Austria
| | - Daniel Wiesen
- Division of Neuropsychology, Center of Neurology, Hertie-Institute for Clinical Brain Research, University of TuebingenTuebingen, Germany
| | - Gabriela Zaiser
- Division of Neuropsychology, Center of Neurology, Hertie-Institute for Clinical Brain Research, University of TuebingenTuebingen, Germany
| | - Christa Neuper
- Department of Psychology, University of GrazGraz, Austria.,BioTechMed-GrazGraz, Austria.,Laboratory of Brain-Computer Interfaces, Institute for Neural Engineering, Graz University of TechnologyGraz, Austria
| | - Guilherme Wood
- Department of Psychology, University of GrazGraz, Austria.,BioTechMed-GrazGraz, Austria
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Braboszcz C, Cahn BR, Levy J, Fernandez M, Delorme A. Increased Gamma Brainwave Amplitude Compared to Control in Three Different Meditation Traditions. PLoS One 2017; 12:e0170647. [PMID: 28118405 PMCID: PMC5261734 DOI: 10.1371/journal.pone.0170647] [Citation(s) in RCA: 83] [Impact Index Per Article: 10.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2016] [Accepted: 12/22/2016] [Indexed: 11/24/2022] Open
Abstract
Despite decades of research, effects of different types of meditation on electroencephalographic (EEG) activity are still being defined. We compared practitioners of three different meditation traditions (Vipassana, Himalayan Yoga and Isha Shoonya) with a control group during a meditative and instructed mind-wandering (IMW) block. All meditators showed higher parieto-occipital 60–110 Hz gamma amplitude than control subjects as a trait effect observed during meditation and when considering meditation and IMW periods together. Moreover, this gamma power was positively correlated with participants meditation experience. Independent component analysis was used to show that gamma activity did not originate in eye or muscle artifacts. In addition, we observed higher 7–11 Hz alpha activity in the Vipassana group compared to all the other groups during both meditation and instructed mind wandering and lower 10–11 Hz activity in the Himalayan yoga group during meditation only. We showed that meditation practice is correlated to changes in the EEG gamma frequency range that are common to a variety of meditation practices.
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Affiliation(s)
- Claire Braboszcz
- Université de Toulouse, UPS, Centre de Recherche Cerveau et Cognition, Toulouse, France
- CerCo, CNRS UMR5549, Toulouse, France
- * E-mail:
| | - B. Rael Cahn
- University of Southern California Department of Psychiatry, Los Angeles, California, United States of America
- University of Southern California Brain and Creativity Institute, Los Angeles, California, United States of America
| | | | - Manuel Fernandez
- Meditation Research Institute, Swami Rama Sadhaka Grama, Rishikesh, India
| | - Arnaud Delorme
- Université de Toulouse, UPS, Centre de Recherche Cerveau et Cognition, Toulouse, France
- CerCo, CNRS UMR5549, Toulouse, France
- Swartz Center for Computational Neuroscience, University of California San Diego, La Jolla, California, United States of America
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Dor-Ziderman Y, Ataria Y, Fulder S, Goldstein A, Berkovich-Ohana A. Self-specific processing in the meditating brain: a MEG neurophenomenology study. Neurosci Conscious 2016; 2016:niw019. [PMID: 30397512 PMCID: PMC6210398 DOI: 10.1093/nc/niw019] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2016] [Revised: 08/25/2016] [Accepted: 08/27/2016] [Indexed: 01/18/2023] Open
Abstract
Self-specific processes (SSPs) specify the self as an embodied subject and agent, implementing a functional self/nonself distinction in perception, cognition, and action. Despite recent interest, it is still undetermined whether SSPs are all-or-nothing or graded phenomena; whether they can be identified in neuroimaging data; and whether they can be altered through attentional training. These issues are approached through a neurophenomenological exploration of the sense-of-boundaries (SB), the fundamental experience of being an 'I' (self) separated from the 'world' (nonself). The SB experience was explored in collaboration with a uniquely qualified meditation practitioner, who volitionally produced, while being scanned by magnetoencephalogram (MEG), three mental states characterized by a graded SB experience. The results were then partly validated in an independent group of 10 long-term meditators. Implicated neural mechanisms include right-lateralized beta oscillations in the temporo-parietal junction, a region known to mediate the experiential unity of self and body; and in the medial parietal cortex, a central node of the self's representational system. The graded nature as well as the trainable flexibility and neural plasticity of SSPs may hold clinical implications for populations with a disturbed SB.
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Affiliation(s)
| | - Yochai Ataria
- Neurobiology Department, Weizmann Institute of Science, Rehovot, Israel.,Faculty of Humanities and Social Sciences, Tel-Hai Academic College, Upper Galilee, Israel
| | - Stephen Fulder
- Founder, Senior Teacher, Israel Insight Society (Tovana), Israel
| | - Abraham Goldstein
- Gonda Brain Research Center, Bar-Ilan University, Ramat-Gan, Israel.,Psychology Department, Bar-Ilan University, Ramat-Gan, Israel
| | - Aviva Berkovich-Ohana
- Faculty of Education, The Safra Brain Research Center for the Study of Learning Disabilities, University of Haifa, Haifa, Israel
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Effortless Attention as a Biomarker for Experienced Mindfulness Practitioners. PLoS One 2015; 10:e0138561. [PMID: 26457899 PMCID: PMC4601770 DOI: 10.1371/journal.pone.0138561] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2014] [Accepted: 08/03/2015] [Indexed: 11/19/2022] Open
Abstract
Objective The present study aimed at comparing frontal beta power between long-term (LTM) and first-time meditators (FTM), before, during and after a meditation session. We hypothesized that LTM would present lower beta power than FTM due to lower effort of attention and awareness. Methods Twenty one participants were recruited, eleven of whom were long-term meditators. The subjects were asked to rest for 4 minutes before and after open monitoring (OM) meditation (40 minutes). Results The two-way ANOVA revealed an interaction between the group and moment factors for the Fp1 (p<0.01), F7 (p = 0.01), F3 (p<0.01), Fz (p<0.01), F4 (p<0.01), F8 (p<0.01) electrodes. Conclusion We found low power frontal beta activity for LTM during the task and this may be associated with the fact that OM is related to bottom-up pathways that are not present in FTM. Significance We hypothesized that the frontal beta power pattern may be a biomarker for LTM. It may also be related to improving an attentive state and to the efficiency of cognitive functions, as well as to the long-term experience with meditation (i.e., life-time experience and frequency of practice).
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A systematic review of the neurophysiology of mindfulness on EEG oscillations. Neurosci Biobehav Rev 2015; 57:401-10. [DOI: 10.1016/j.neubiorev.2015.09.018] [Citation(s) in RCA: 191] [Impact Index Per Article: 19.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2015] [Revised: 09/23/2015] [Accepted: 09/30/2015] [Indexed: 01/24/2023]
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