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Ganesan S, Barrios FA, Batta I, Bauer CCC, Braver TS, Brewer JA, Brown KW, Cahn R, Cain JA, Calhoun VD, Cao L, Chetelat G, Ching CRK, Creswell JD, Dagnino PC, Davanger S, Davidson RJ, Deco G, Dutcher JM, Escrichs A, Eyler LT, Fani N, Farb NAS, Fialoke S, Fresco DM, Garg R, Garland EL, Goldin P, Hafeman DM, Jahanshad N, Kang Y, Khalsa SS, Kirlic N, Lazar SW, Lutz A, McDermott TJ, Pagnoni G, Piguet C, Prakash RS, Rahrig H, Reggente N, Saccaro LF, Sacchet MD, Siegle GJ, Tang YY, Thomopoulos SI, Thompson PM, Torske A, Treves IN, Tripathi V, Tsuchiyagaito A, Turner MD, Vago DR, Valk S, Zeidan F, Zalesky A, Turner JA, King AP. ENIGMA-Meditation: Worldwide Consortium for Neuroscientific Investigations of Meditation Practices. BIOLOGICAL PSYCHIATRY. COGNITIVE NEUROSCIENCE AND NEUROIMAGING 2025; 10:425-436. [PMID: 39515581 PMCID: PMC11975497 DOI: 10.1016/j.bpsc.2024.10.015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/20/2024] [Revised: 09/25/2024] [Accepted: 10/28/2024] [Indexed: 11/16/2024]
Abstract
Meditation is a family of ancient and contemporary contemplative mind-body practices that can modulate psychological processes, awareness, and mental states. Over the last 40 years, clinical science has manualized meditation practices and designed various meditation interventions that have shown therapeutic efficacy for disorders including depression, pain, addiction, and anxiety. Over the past decade, neuroimaging has been used to examine the neuroscientific basis of meditation practices, effects, states, and outcomes for clinical and nonclinical populations. However, the generalizability and replicability of current neuroscientific models of meditation have not yet been established, because they are largely based on small datasets entrenched with heterogeneity along several domains of meditation (e.g., practice types, meditation experience, clinical disorder targeted), experimental design, and neuroimaging methods (e.g., preprocessing, analysis, task-based, resting-state, structural magnetic resonance imaging). These limitations have precluded a nuanced and rigorous neuroscientific phenotyping of meditation practices and their potential benefits. Here, we present ENIGMA (Enhancing Neuro Imaging Genetics through Meta Analysis)-Meditation, the first worldwide collaborative consortium for neuroscientific investigations of meditation practices. ENIGMA-Meditation will enable systematic meta- and mega-analyses of globally distributed neuroimaging datasets of meditation using shared, standardized neuroimaging methods and tools to improve statistical power and generalizability. Through this powerful collaborative framework, existing neuroscientific accounts of meditation practices can be extended to generate novel and rigorous neuroscientific insights that account for multidomain heterogeneity. ENIGMA-Meditation will inform neuroscientific mechanisms that underlie therapeutic action of meditation practices on psychological and cognitive attributes, thereby advancing the field of meditation and contemplative neuroscience.
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Affiliation(s)
- Saampras Ganesan
- Department of Biomedical Engineering, The University of Melbourne, Carlton, Victoria, Australia; Contemplative Studies Centre, Melbourne School of Psychological Sciences, The University of Melbourne, Melbourne, Victoria, Australia; Systems Lab of Neuroscience, Neuropsychiatry and Neuroengineering, The University of Melbourne, Parkville, Victoria, Australia.
| | - Fernando A Barrios
- Universidad Nacional Autónoma de México, Instituto de Neurobiolgía, Querétaro, México
| | - Ishaan Batta
- Center for Translational Research in Neuroimaging and Data Science: Georgia State University, Georgia Institute of Technology, and Emory University, Atlanta, Georgia
| | - Clemens C C Bauer
- Department of Psychology, Northeastern University, Boston, Massachusetts; Brain and Cognitive Science, McGovern Institute for Brain Research, Massachusetts Institute of Technology, Cambridge, Massachusetts
| | - Todd S Braver
- Department of Psychological and Brain Sciences, Washington University, St. Louis, Missouri
| | - Judson A Brewer
- Department of Behavioral and Social Sciences, Brown University, School of Public Health, Providence, Rhode Island
| | - Kirk Warren Brown
- Department of Psychology, Carnegie Mellon University, Pittsburgh, Pennsylvania
| | - Rael Cahn
- University of Southern California Department of Psychiatry & Behavioral Sciences, Los Angeles, California; University of Southern California Center for Mindfulness Science, Los Angeles, California
| | - Joshua A Cain
- Institute for Advanced Consciousness Studies, Santa Monica, California
| | - Vince D Calhoun
- Center for Translational Research in Neuroimaging and Data Science: Georgia State University, Georgia Institute of Technology, and Emory University, Atlanta, Georgia
| | - Lei Cao
- Department of Psychiatry and Behavioral Health, The Ohio State University College of Medicine, Columbus, Ohio
| | - Gaël Chetelat
- Normandie University, Université de Caen Normandie, INSERM U1237, Neuropresage Team, Cyceron, Caen, France
| | - Christopher R K Ching
- Imaging Genetics Center, Mark and Mary Stevens Neuroimaging and Informatics Institute, Keck School of Medicine of the University of Southern California, Los Angeles, California
| | - J David Creswell
- Desert-Pacific Mental Illness Research Education and Clinical Center, VA San Diego Healthcare System, San Diego, California
| | - Paulina Clara Dagnino
- Computational Neuroscience Group, Center for Brain and Cognition, Department of Information and Communication Technologies, Universitat Pompeu Fabra, Barcelona, Spain
| | - Svend Davanger
- Division of Anatomy, Institute of Basic Medical Science, University of Oslo, Oslo, Norway
| | - Richard J Davidson
- Psychology Department and Department of Psychiatry, University of Wisconsin-Madison, Madison, Wisconsin; Center for Healthy Minds, University of Wisconsin-Madison, Madison, Wisconsin
| | - Gustavo Deco
- Computational Neuroscience Group, Center for Brain and Cognition, Department of Information and Communication Technologies, Universitat Pompeu Fabra, Barcelona, Spain; Institució Catalana de la Recerca i Estudis Avançats, Barcelona, Catalonia, Spain
| | - Janine M Dutcher
- Department of Psychology, Carnegie Mellon University, Pittsburgh, Pennsylvania
| | - Anira Escrichs
- Computational Neuroscience Group, Center for Brain and Cognition, Department of Information and Communication Technologies, Universitat Pompeu Fabra, Barcelona, Spain
| | - Lisa T Eyler
- Desert-Pacific Mental Illness Research Education and Clinical Center, VA San Diego Healthcare System, San Diego, California; Department of Psychiatry, University of California, San Diego, La Jolla, California
| | - Negar Fani
- Department of Psychiatry and Behavioral Sciences, Emory University, Atlanta, Georgia
| | - Norman A S Farb
- Department of Psychology, University of Toronto, Mississauga, Ontario, Canada; Department of Psychological Clinical Science, University of Toronto, Scarborough, Ontario, Canada
| | - Suruchi Fialoke
- National Resource Center for Value Education in Engineering, Indian Institute of Technology, New Delhi, India
| | - David M Fresco
- Department of Psychiatry and Institute for Social Research, University of Michigan, Ann Arbor, Michigan
| | - Rahul Garg
- National Resource Center for Value Education in Engineering, Indian Institute of Technology, New Delhi, India; Department of Computer Science and Engineering, Indian Institute of Technology, New Delhi, India
| | - Eric L Garland
- Center on Mindfulness and Integrative Health Intervention Development, University of Utah, Salt Lake City, Utah
| | - Philippe Goldin
- Betty Irene Moore School of Nursing, University of California Davis, Sacramento, California
| | - Danella M Hafeman
- Department of Psychiatry, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Neda Jahanshad
- Imaging Genetics Center, Mark and Mary Stevens Neuroimaging and Informatics Institute, Keck School of Medicine of the University of Southern California, Los Angeles, California
| | - Yoona Kang
- Department of Psychology, Rutgers University - Camden, Camden, New Jersey
| | - Sahib S Khalsa
- Laureate Institute for Brain Research, Tulsa, Oklahoma; Department of Psychiatry and Biobehavioral Sciences, Semel Institute for Neuroscience and Human Behavior, David Geffen School of Medicine, University of California at Los Angeles, Los Angeles, California
| | - Namik Kirlic
- Laureate Institute for Brain Research, Tulsa, Oklahoma
| | - Sara W Lazar
- Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts
| | - Antoine Lutz
- Eduwell Team, Lyon Neuroscience Research Centre, INSERM U1028, CNRS UMR 5292, Lyon University, Lyon, France; Lyon Neuroscience Research Centre, INSERM U1028, Lyon, France
| | - Timothy J McDermott
- Department of Psychiatry and Behavioral Sciences, Emory University, Atlanta, Georgia
| | - Giuseppe Pagnoni
- Department of Biomedical, Metabolic, and Neural Sciences, University of Modena and Reggio Emilia, Modena, Italy
| | - Camille Piguet
- Psychiatry Department, Faculty of Medicine, University of Geneva, Geneva, Switzerland
| | | | - Hadley Rahrig
- Psychology Department and Department of Psychiatry, University of Wisconsin-Madison, Madison, Wisconsin
| | - Nicco Reggente
- Institute for Advanced Consciousness Studies, Santa Monica, California
| | - Luigi F Saccaro
- Psychiatry Department, Faculty of Medicine, University of Geneva, Geneva, Switzerland; Psychiatry Department, Geneva University Hospital, Geneva, Switzerland
| | - Matthew D Sacchet
- Meditation Research Program, Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts
| | - Greg J Siegle
- Department of Psychiatry, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Yi-Yuan Tang
- College of Health Solutions, Arizona State University, Phoenix, Arizona
| | - Sophia I Thomopoulos
- Imaging Genetics Center, Mark and Mary Stevens Neuroimaging and Informatics Institute, Keck School of Medicine of the University of Southern California, Los Angeles, California
| | - Paul M Thompson
- Imaging Genetics Center, Mark and Mary Stevens Neuroimaging and Informatics Institute, Keck School of Medicine of the University of Southern California, Los Angeles, California
| | - Alyssa Torske
- Department of Diagnostic and Interventional Neuroradiology, School of Medicine and Health, Technical University of Munich, Munich, Germany
| | - Isaac N Treves
- Brain and Cognitive Science, McGovern Institute for Brain Research, Massachusetts Institute of Technology, Cambridge, Massachusetts
| | - Vaibhav Tripathi
- Center for Brain Science and Department of Psychology, Harvard University, Cambridge, Massachusetts
| | - Aki Tsuchiyagaito
- Laureate Institute for Brain Research, Tulsa, Oklahoma; Oxley College of Health & Natural Sciences, The University of Tulsa, Tulsa, Oklahoma; Research Center for Child Mental Development, Chiba University, Chiba, Japan
| | - Matthew D Turner
- Department of Psychiatry and Behavioral Health, The Ohio State University College of Medicine, Columbus, Ohio
| | - David R Vago
- Department of Psychiatry, Brigham and Women's Hospital, Boston, Massachusetts
| | - Sofie Valk
- Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany; Institute of Systems Neuroscience, Heinrich-Heine-University Düsseldorf, Düsseldorf, Germany; Institute of Neuroscience and Medicine, INM-7, Brain & Behaviour Research Centre Jülich, Jülich, Germany
| | - Fadel Zeidan
- Department of Anesthesiology, University of California San Diego, La Jolla, California; T. Denny Sanford Institute for Empathy and Compassion, University of California San Diego, La Jolla, California
| | - Andrew Zalesky
- Department of Biomedical Engineering, The University of Melbourne, Carlton, Victoria, Australia; Systems Lab of Neuroscience, Neuropsychiatry and Neuroengineering, The University of Melbourne, Parkville, Victoria, Australia
| | - Jessica A Turner
- Department of Psychiatry and Behavioral Health, The Ohio State University College of Medicine, Columbus, Ohio
| | - Anthony P King
- Department of Psychiatry and Behavioral Health, The Ohio State University College of Medicine, Columbus, Ohio; Department of Psychology, The Ohio State University, Columbus, Ohio; Institute for Behavioral Medicine Research, The Ohio State University, Columbus, Ohio.
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Liu L, Liu C, Tang L, Wang X, Feng Q. From contemplation to serenity: how yoga meditation improves the mental health of female college students? Front Psychol 2025; 16:1545943. [PMID: 40129498 PMCID: PMC11931514 DOI: 10.3389/fpsyg.2025.1545943] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2024] [Accepted: 02/17/2025] [Indexed: 03/26/2025] Open
Abstract
Objective This study aims to investigate the impact of yoga meditation on the mental health of female college students, focusing on how meditation improves emotional regulation, alleviates stress and strengthens psychological resilience. Methods Employing a combination of quantitative assessment and qualitative analysis, the study measured participants' emotional states, stress levels, and psychological resilience across multiple time points to track participants' mental health changes dynamically. In-depth interviews and analysis of meditation journals were also conducted. Results Yoga meditation significantly reduced anxiety, depression, and perceived stress while enhancing emotional regulation and self-awareness. Meditation positively influenced neuroplasticity, inducing beneficial changes in brain regions associated with emotional control and cognitive flexibility. Additionally, improved autonomic nervous system function was observed, with increased parasympathetic activity and reduced sympathetic response. Meditation strengthened psychological resilience in female college students, improved stress-coping strategies, and sustained positive mental health benefits even after the intervention. Conclusion Yoga meditation is an effective mental health intervention, bolstering emotional regulation and reducing stress among female college students. Integrating yoga meditation into campus mental health programs is recommended to provide students with greater practice opportunities and personalized guidance.
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Affiliation(s)
- Lanjuan Liu
- School of Physical Education, Shanghai Normal University, Shanghai, China
| | - Cheng Liu
- Department of Physical Education, Donghua University, Shanghai, China
| | - Lijun Tang
- School of Physical Education, Shanghai Normal University, Shanghai, China
| | - Xing Wang
- Department of Physical Education, Shanghai Southwest Weiyu Affiliated Experimental School, Shanghai, China
| | - Qiangming Feng
- Department of Physical Education, Shanghai International Studies University, Shanghai, China
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Pagni BA, Petridis PD, Podrebarac SK, Grinband J, Claus ED, Bogenschutz MP. Psilocybin-induced changes in neural reactivity to alcohol and emotional cues in patients with alcohol use disorder: an fMRI pilot study. Sci Rep 2024; 14:3159. [PMID: 38326432 PMCID: PMC10850478 DOI: 10.1038/s41598-024-52967-8] [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: 10/23/2023] [Accepted: 01/25/2024] [Indexed: 02/09/2024] Open
Abstract
This pilot study investigated psilocybin-induced changes in neural reactivity to alcohol and emotional cues in patients with alcohol use disorder (AUD). Participants were recruited from a phase II, randomized, double-blind, placebo-controlled clinical trial investigating psilocybin-assisted therapy (PAT) for the treatment of AUD (NCT02061293). Eleven adult patients completed task-based blood oxygen dependent functional magnetic resonance imaging (fMRI) approximately 3 days before and 2 days after receiving 25 mg of psilocybin (n = 5) or 50 mg of diphenhydramine (n = 6). Visual alcohol and emotionally valanced (positive, negative, or neutral) stimuli were presented in block design. Across both alcohol and emotional cues, psilocybin increased activity in the medial and lateral prefrontal cortex (PFC) and left caudate, and decreased activity in the insular, motor, temporal, parietal, and occipital cortices, and cerebellum. Unique to negative cues, psilocybin increased supramarginal gyrus activity; unique to positive cues, psilocybin increased right hippocampus activity and decreased left hippocampus activity. Greater PFC and caudate engagement and concomitant insula, motor, and cerebellar disengagement suggests enhanced goal-directed action, improved emotional regulation, and diminished craving. The robust changes in brain activity observed in this pilot study warrant larger neuroimaging studies to elucidate neural mechanisms of PAT.Trial registration: NCT02061293.
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Affiliation(s)
- B A Pagni
- Department of Psychiatry, NYU Langone Center for Psychedelic Medicine, NYU Grossman School of Medicine, New York, NY, USA
| | - P D Petridis
- Department of Psychiatry, NYU Langone Center for Psychedelic Medicine, NYU Grossman School of Medicine, New York, NY, USA
| | - S K Podrebarac
- Department of Psychiatry, NYU Langone Center for Psychedelic Medicine, NYU Grossman School of Medicine, New York, NY, USA
| | - J Grinband
- Departments of Psychiatry and Radiology, Columbia University Vagelos College of Physicians & Surgeons, New York, NY, USA
| | - E D Claus
- Department of Biobehavioral Health, The Pennsylvania State University, University Park, PA, USA
| | - M P Bogenschutz
- Department of Psychiatry, NYU Langone Center for Psychedelic Medicine, NYU Grossman School of Medicine, New York, NY, USA.
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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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Roca P, Vazquez C, Diez G, McNally RJ. How do mindfulness and compassion programs improve mental health and well-being? The role of attentional processing of emotional information. J Behav Ther Exp Psychiatry 2023; 81:101895. [PMID: 37515955 DOI: 10.1016/j.jbtep.2023.101895] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/18/2022] [Revised: 07/03/2023] [Accepted: 07/15/2023] [Indexed: 07/31/2023]
Abstract
BACKGROUND AND OBJECTIVES Although the benefits of Meditation-Based Programs are well documented, the mechanisms underlying these benefits have not been fully elucidated. Therefore, we examined whether: (1) formal training in mindfulness and compassion meditation modifies the distribution of attentional resources towards emotional information; and (2) whether changes in attentional processing of emotional information after the meditation programs mediate the improvements in psychological distress, emotion regulation, and well-being. METHODS A sample of 103 participants enrolled in the study: 36 in the mindfulness program (MBSR), 30 in the compassion program (CCT), and 37 in the no-intervention comparison group (CG). The assessment before and after the programs included the completion of an emotional Attentional Blink task (AB) together with self-report measures of psychological distress, emotion regulation, and well-being. RESULTS MBSR and CCT reduced similarly the AB deficit, whereas no changes occurred in the CG. This AB reduction was found for the different emotional and non-emotional stimuli (i.e., negative, positive, and neutral), showing a significant disengagement from first-target emotions and significant accessibility of second-target emotions to consciousness. The effects of both meditation programs on the psychological measures were mediated by changes in the AB and emotion regulation skills. LIMITATIONS Due to our naturalistic design in a real-world community setting, random assignment of participants was not feasible. CONCLUSIONS Meditation may promote more flexible and balanced attention to emotional information, which may be a key transdiagnostic mechanism underlying its benefits on emotional distress and well-being.
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Affiliation(s)
- Pablo Roca
- Faculty of Health Sciences, Universidad Villanueva, Spain; Valencian International University, Valencia, Spain.
| | - Carmelo Vazquez
- School of Psychology, Complutense University of Madrid, Spain
| | - Gustavo Diez
- Nirakara Lab, Complutense University of Madrid, Spain
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Lodha S, Gupta R. Are You Distracted by Pleasure? Practice Mindfulness Meditation. JOURNAL OF COGNITIVE ENHANCEMENT 2023. [DOI: 10.1007/s41465-023-00257-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/28/2023]
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Sarlon J, Brühl AB, Lang UE, Kordon A. Electrophysiological correlates of mindfulness in patients with major depressive disorder. Front Neurosci 2022; 16:971958. [PMID: 36312017 PMCID: PMC9606782 DOI: 10.3389/fnins.2022.971958] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2022] [Accepted: 09/21/2022] [Indexed: 11/22/2022] Open
Abstract
Objectives Mindfulness-based interventions (MBI) can reduce both stress and depressive symptoms. However, the impact of mindfulness on stress level in depressed subjects remains unclear. This study aims to assess electrophysiological correlates of mindfulness in patients with major depressive disorder (MDD) at baseline, under stress exposure, and in relaxation following stress exposure. Methods Perceived mindfulness was assessed with the Freiburger Mindfulness Inventory (FMI) in 89 inpatients (mean age 51) with MDD [mean Beck Depression Inventory (BDI) 30]. Electrophysiological parameters [resting heart rate (RHR), heart rate variability (HRV), respiration rate, skin conductance, and skin temperature] were recorded at 5-min baseline, 1-min stress exposure, and 5-min self-induced relaxation. Results Freiburger Mindfulness Inventory was strongly inversely correlated with symptom severity measured by BDI (r = –0.53, p < 0.001). No correlations between FM score and electrophysiological parameters in any of the three conditions (baseline, stress exposure, relaxed state) could be found. The factor openness was associated with higher VLF (very low frequency of HRV) in the baseline condition. However, this correlation was no more significant after regression analysis when corrected for respiratory rate, age, and sex. Conclusion Autonomous nervous reactivity in depression was not associated with perceived mindfulness as measured by FMI score and presented electrophysiological parameters, despite the strong inverse correlation between state mindfulness and symptom severity.
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Affiliation(s)
- Jan Sarlon
- Department of Adult Psychiatry, University of Basel, University Psychiatric Clinics (UPK), Basel, Switzerland
- Oberbergklinik Hornberg, Hornberg, Germany
- *Correspondence: Jan Sarlon,
| | - Annette B. Brühl
- Department of Adult Psychiatry, University of Basel, University Psychiatric Clinics (UPK), Basel, Switzerland
| | - Undine E. Lang
- Department of Adult Psychiatry, University of Basel, University Psychiatric Clinics (UPK), Basel, Switzerland
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Fu H, Garrett B, Tao G, Cordingley E, Ofoghi Z, Taverner T, Sun C, Cheung T. Virtual Reality-Guided Meditation for Chronic Pain in Patients With Cancer: Exploratory Analysis of Electroencephalograph Activity. JMIR BIOMEDICAL ENGINEERING 2021; 6:e26332. [PMID: 38907380 PMCID: PMC11135186 DOI: 10.2196/26332] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2020] [Revised: 04/23/2021] [Accepted: 04/29/2021] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND Mindfulness-based stress reduction has demonstrated some efficacy for chronic pain management. More recently, virtual reality (VR)-guided meditation has been used to assist mindfulness-based stress reduction. Although studies have also found electroencephalograph (EEG) changes in the brain during mindfulness meditation practices, such changes have not been demonstrated during VR-guided meditation. OBJECTIVE This exploratory study is designed to explore the potential for recording and analyzing EEG during VR experiences in terms of the power of EEG waveforms, topographic mapping, and coherence. We examine how these measures changed during a VR-guided meditation experience in participants with cancer-related chronic pain. METHODS A total of 10 adult patients with chronic cancer pain underwent a VR-guided meditation experience while EEG signals were recorded during the session using a BioSemi ActiveTwo system (64 channels, standard 10-20 configuration). The EEG recording session consisted of an 8-minute resting condition (pre), a 30-minute sequence of 3 VR-guided meditation conditions (med), and a final rest condition (post). Power spectral density (PSD) was compared between each condition using a cluster-based permutation test and across conditions using multivariate analysis of variance. A topographic analysis, including coherence exploration, was performed. In addition, an exploratory repeated measures correlation was used to examine possible associations between pain scores and EEG signal power. RESULTS The predominant pattern was for increased β and γ bandwidth power in the meditation condition (P<.025), compared with both the baseline and postexperience conditions. Increased power in the δ bandwidth was evident, although not statistically significant. The pre versus post comparison also showed changes in the θ and α bands (P=.02) located around the frontal, central, and parietal cortices. Across conditions, multivariate analysis of variance tests identified 4 clusters with significant (P<.05) PSD differences in the δ, θ, β, and γ bands located around the frontal, central, and parietal cortices. Topographically, 5 peak channels were identified: AF7, FP2, FC1, CP5, and P5, and verified the changes in power in the different brain regions. Coherence changes were observed primarily between the frontal, parietal, and occipital regions in the θ, α, and γ bands (P<.0025). No significant associations were observed between pain scores and EEG PSD. CONCLUSIONS This study demonstrates the feasibility of EEG recording in exploring neurophysiological changes in brain activity during VR-guided meditation and its effect on pain reduction. These findings suggest that distinct altered neurophysiological brain signals are detectable during VR-guided meditation. However, these changes were not necessarily associated with pain. These exploratory findings may guide further studies to investigate the highlighted regions and EEG bands with respect to VR-guided meditation. TRIAL REGISTRATION ClinicalTrials.gov NCT00102401; http://clinicaltrials.gov/ct2/show/NCT00102401.
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Affiliation(s)
- Henry Fu
- School of Engineering Science, Simon Fraser University, Burnaby, BC, Canada
| | - Bernie Garrett
- School of Nursing, University of British Columbia, Vancouver, BC, Canada
| | - Gordon Tao
- School of Rehabilitation Sciences, University of British Columbia, Vancouver, BC, Canada
| | - Elliott Cordingley
- School of Nursing, University of British Columbia, Vancouver, BC, Canada
| | - Zahra Ofoghi
- School of Interactive Arts and Technology, Simon Fraser University, Surrey, BC, Canada
| | - Tarnia Taverner
- School of Nursing, University of British Columbia, Vancouver, BC, Canada
| | - Crystal Sun
- School of Nursing, University of British Columbia, Vancouver, BC, Canada
| | - Teresa Cheung
- School of Engineering Science, Simon Fraser University, Burnaby, BC, Canada
- Surrey Memorial Hospital, Fraser Health Authority, Surrey, BC, Canada
- Behavioural and Cognitive Neuroscience Institute, Simon Fraser University, Burnaby, BC, Canada
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Favre P, Kanske P, Engen H, Singer T. Decreased emotional reactivity after 3-month socio-affective but not attention- or meta-cognitive-based mental training: A randomized, controlled, longitudinal fMRI study. Neuroimage 2021; 237:118132. [PMID: 33951510 DOI: 10.1016/j.neuroimage.2021.118132] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2020] [Revised: 03/22/2021] [Accepted: 04/26/2021] [Indexed: 12/18/2022] Open
Abstract
Meditation-based mental training interventions show physical and mental health benefits. However, it remains unclear how different types of mental practice affect emotion processing at both the neuronal and the behavioural level. In the context of the ReSource project, 332 participants underwent an fMRI scan while performing an emotion anticipation task before and after three 3-month training modules cultivating 1) attention and interoceptive awareness (Presence); 2) socio-affective skills, such as compassion (Affect); 3) socio-cognitive skills, such as theory of mind (Perspective). Only the Affect module led to a significant reduction of experienced negative affect when processing images depicting human suffering. In addition, after the Affect module, participants showed significant increased activation in the right supramarginal gyrus when confronted with negative stimuli. We conclude that socio-affective, but not attention- or meta-cognitive based mental training is specifically effective to improve emotion regulation capabilities when facing adversity.
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Affiliation(s)
- Pauline Favre
- Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany.
| | - Philipp Kanske
- Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany
| | - Haakon Engen
- Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany
| | - Tania Singer
- Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany
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10
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Psychobiological mechanisms underlying the mood benefits of meditation: A narrative review. COMPREHENSIVE PSYCHONEUROENDOCRINOLOGY 2021; 6:100037. [PMID: 35757358 PMCID: PMC9216450 DOI: 10.1016/j.cpnec.2021.100037] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2021] [Accepted: 02/22/2021] [Indexed: 01/19/2023] Open
Abstract
Psychological stressors can lead to distress and result in autonomic arousal and activation of a stress response. Ongoing or persistent stress can disrupt the stress response feedback mechanisms and result in elevated cortisol and pro-inflammatory cytokines which can cause damage to brain regions involved in the regulation of mood and emotion. We propose that the magnitude of the stress response experienced in response to psychological stressors depends on a number of modifiable psychological processes including an individual’s level of self-compassion, dispositional mindfulness, tendency to ruminate and attentional bias. We further propose that the stress response elected by psychological stressors can be meditated by influencing these modifiable psychological processes, and that meditation practices can decrease stress and improve mood by decreasing stress reactivity on a psychological, physiological and neurobiological level. We explore this in a narrative review. Meditation decreases blood pressure, heart rate, cortisol and cytokine levels. Meditation increases self-compassion, dispositional mindfulness and meta-cognition. Meditation improves attention and memory. Meditation results in brain changes in regions related to emotion regulation.
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Busatto G, Rosa PG, Serpa MH, Squarzoni P, Duran FL. Psychiatric neuroimaging research in Brazil: historical overview, current challenges, and future opportunities. REVISTA BRASILEIRA DE PSIQUIATRIA (SAO PAULO, BRAZIL : 1999) 2021; 43:83-101. [PMID: 32520165 PMCID: PMC7861184 DOI: 10.1590/1516-4446-2019-0757] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/18/2019] [Accepted: 02/03/2020] [Indexed: 11/23/2022]
Abstract
The last four decades have witnessed tremendous growth in research studies applying neuroimaging methods to evaluate pathophysiological and treatment aspects of psychiatric disorders around the world. This article provides a brief history of psychiatric neuroimaging research in Brazil, including quantitative information about the growth of this field in the country over the past 20 years. Also described are the various methodologies used, the wealth of scientific questions investigated, and the strength of international collaborations established. Finally, examples of the many methodological advances that have emerged in the field of in vivo neuroimaging are provided, with discussion of the challenges faced by psychiatric research groups in Brazil, a country of limited resources, to continue incorporating such innovations to generate novel scientific data of local and global relevance.
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Affiliation(s)
- Geraldo Busatto
- Laboratório de Neuroimagem em Psiquiatria (LIM 21), Departamento e Instituto de Psiquiatria, Hospital das Clínicas, Faculdade de Medicina, Universidade de São Paulo, São Paulo, SP, Brazil
| | - Pedro G. Rosa
- Laboratório de Neuroimagem em Psiquiatria (LIM 21), Departamento e Instituto de Psiquiatria, Hospital das Clínicas, Faculdade de Medicina, Universidade de São Paulo, São Paulo, SP, Brazil
| | - Mauricio H. Serpa
- Laboratório de Neuroimagem em Psiquiatria (LIM 21), Departamento e Instituto de Psiquiatria, Hospital das Clínicas, Faculdade de Medicina, Universidade de São Paulo, São Paulo, SP, Brazil
| | - Paula Squarzoni
- Laboratório de Neuroimagem em Psiquiatria (LIM 21), Departamento e Instituto de Psiquiatria, Hospital das Clínicas, Faculdade de Medicina, Universidade de São Paulo, São Paulo, SP, Brazil
| | - Fabio L. Duran
- Laboratório de Neuroimagem em Psiquiatria (LIM 21), Departamento e Instituto de Psiquiatria, Hospital das Clínicas, Faculdade de Medicina, Universidade de São Paulo, São Paulo, SP, Brazil
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12
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Darban M, Polites GL. Why Is It Hard to Fight Herding? DATA BASE FOR ADVANCES IN INFORMATION SYSTEMS 2020. [DOI: 10.1145/3433148.3433154] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
Abstract
The ubiquity of information, in part a consequence of the fast growth of Internet technologies, provides individuals with previously unknown opportunities to acquire and share information about new technology products. We witness numerous situations where potential adopters observe the decisions (but not the reasoning) of others and imitate their adoption behaviors. This implies that herd behavior can lead to en mass adoption. However, individuals possessing different characteristics exhibit different degrees of herd behavior. The characteristics of a given technology must also fit with the requirements of the task(s) that a technology adopter wants to fulfill. It is important to understand these phenomena in the herding context because they can influence a technology's staying power. We examine how several different user and technology characteristics interact with the antecedents of herd behavior, observed popularity of prior adoption and perceived uncertainty, to predict one's individual propensity for imitation in technology adoption. We test our research model via an online experiment with 260 respondents. One key finding is that while prior research has not found uncertainty to have the expected effect on propensity to imitate, it does in fact have a significant effect when various individual difference and technology moderators are taken into account.
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Affiliation(s)
- Mehdi Darban
- Louisiana State University - Shreveport, Shreveport, LA, USA
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13
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Verdonk C, Trousselard M, Canini F, Vialatte F, Ramdani C. Toward a Refined Mindfulness Model Related to Consciousness and Based on Event-Related Potentials. PERSPECTIVES ON PSYCHOLOGICAL SCIENCE 2020; 15:1095-1112. [DOI: 10.1177/1745691620906444] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/29/2023]
Abstract
Neuroimaging, behavioral, and self-report evidence suggests that there are four main cognitive mechanisms that support mindfulness: (a) self-regulation of attention, (b) improved body awareness, (c) improved emotion regulation, and (d) change in perspective on the self. In this article, we discuss these mechanisms on the basis of the event-related potential (ERP). We reviewed the ERP literature related to mindfulness and examined a data set of 29 articles. Our findings show that the neural features of mindfulness are consistently associated with the self-regulation of attention and, in most cases, reduced reactivity to emotional stimuli and improved cognitive control. On the other hand, there appear to be no studies of body awareness. We link these electrophysiological findings to models of consciousness and introduce a unified, mechanistic mindfulness model. The main idea in this refined model is that mindfulness decreases the threshold of conscious access. We end with several working hypotheses that could direct future mindfulness research and clarify our results.
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Affiliation(s)
- Charles Verdonk
- Neurophysiology of Stress Unit, Neurosciences and Cognitive Sciences Department, French Armed Forces Biomedical Research Institute, Brétigny-sur-Orge, France
- Plasticité du Cerveau, Ecole Supérieure de Physique et de Chimie Industrielles (ESPCI) Paris, Université Paris Sciences et Lettres (PSL), CNRS
| | - Marion Trousselard
- Neurophysiology of Stress Unit, Neurosciences and Cognitive Sciences Department, French Armed Forces Biomedical Research Institute, Brétigny-sur-Orge, France
- French Military Health Service Academy, Paris, France
| | - Frédéric Canini
- Neurophysiology of Stress Unit, Neurosciences and Cognitive Sciences Department, French Armed Forces Biomedical Research Institute, Brétigny-sur-Orge, France
- French Military Health Service Academy, Paris, France
| | - Francois Vialatte
- Plasticité du Cerveau, Ecole Supérieure de Physique et de Chimie Industrielles (ESPCI) Paris, Université Paris Sciences et Lettres (PSL), CNRS
| | - Céline Ramdani
- Neurophysiology of Stress Unit, Neurosciences and Cognitive Sciences Department, French Armed Forces Biomedical Research Institute, Brétigny-sur-Orge, France
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14
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Gogo A, Osta A, McClafferty H, Rana DT. Cultivating a way of being and doing: Individual strategies for physician well-being and resilience. Curr Probl Pediatr Adolesc Health Care 2019; 49:100663. [PMID: 31564630 DOI: 10.1016/j.cppeds.2019.100663] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
Abstract
The practice of medicine is rewarding on many levels, but demands of the work can result in mental and emotional exhaustion, self-isolation, burnout, depression, suicidal ideation and tragically, completed suicide. It is critical to have effective strategies to address the unique stressors of a medical career, mitigate burnout, and buffer the physiologic toll of chronic stress. Using Zwack and Schweitzer's widely published description of approaches to maintaining resilience and approaches to wellness, we have organized these strategies into three broad domains relevant to medical practice: (1) gratification (connection and communication, meaning and purpose); (2) resilience building practices (self-reflection, time for oneself, self-compassion, spirituality); and (3) useful attitudes (acceptance, flexibility, self-awareness). Several techniques are described including mindfulness-based stress reduction, narrative medicine, skillful communication, and practices in self-compassion, gratitude, and spirituality. The focus of the work is to introduce a spectrum of resilience strategies for individual consideration that can be tailored and combined to meet a physician's changing needs over the course of medical training and practice.
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Affiliation(s)
- Albina Gogo
- Department of Pediatrics, School of Medicine, University of California Davis, Sacramento, California, United States.
| | - Amanda Osta
- Department of Pediatrics, College of Medicine, University of Illinois, Chicago, Illinois, United States
| | - Hilary McClafferty
- Department of Medicine, College of Medicine, University of Arizona, Tucson, Arizona, United States
| | - Deborah T Rana
- Department of Family Medicine and Public Health, School of Medicine, University of California San Diego, San Diego, California, United States
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15
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Xiao Q, Zhao X, Bi G, Wu L, Zhang H, Liu R, Zhong J, Wu S, Zeng Y, Cui L, Chen Y, Wu K, Chen Z. Alterations of Regional Homogeneity and Functional Connectivity Following Short-Term Mindfulness Meditation in Healthy Volunteers. Front Hum Neurosci 2019; 13:376. [PMID: 31680921 PMCID: PMC6813410 DOI: 10.3389/fnhum.2019.00376] [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: 02/27/2019] [Accepted: 10/03/2019] [Indexed: 01/22/2023] Open
Abstract
Mindfulness is described as the non-judgmental awareness of experiences in the present moment. The sustained practice of mindfulness may also have beneficial effects on an individual's well-being. For instance, mindfulness meditation is an effective approach for improving emotion regulation. Specifically, the early stage of mindfulness meditation training enhances emotional monitoring systems related to attention regulation and executive function. Reduced activity in the default mode network (DMN) would probably be observed corresponding to the attenuated mind wandering. In the present study, we hypothesized that alterations in functional activity in the frontal-parietal cortex and DMN may be induced by short-term mindfulness meditation. In this study, before and after 8 weeks of weekly Mindfulness-Based Stress Reduction (MBSR) training, healthy participants were evaluated using a mindfulness questionnaire and an affect schedule, as well as via resting-state functional magnetic resonance imaging. Sixteen right-handed non-meditators were enrolled. Another 16 demographically matched healthy adults without any meditation experience were recruited as controls. Pre- and post-MBSR assessments were compared. Increased regional homogeneity in the right superior parietal lobule and left postcentral gyrus (PoCG), as well as altered functional connectivity in PoCG-related networks, were observed post-MBSR. The mindfulness questionnaire scores also improved and negative affect was significantly decreased after MBSR. Together with reduced involvement of the posterior brain, our results suggest a tendency toward stronger involvement of the parietal cortex in mindfulness beginners. This study provides novel evidence regarding the optimization of emotional processing with short-term mindfulness meditation.
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Affiliation(s)
- Qin Xiao
- Medical Faculty, Kunming University of Science and Technology, Kunming, China
| | - Xingrong Zhao
- Mental Health Institute, The Second Xiangya Hospital, Central South University, Changsha, China
- Department of Psychiatry, The First Affiliated Hospital of Kunming Medical University, Kunming, China
| | - Guoli Bi
- Medical Faculty, Kunming University of Science and Technology, Kunming, China
- Department of Magnetic Resonance Image, The First People’s Hospital of Yunnan Province, Kunming, China
| | - Lisha Wu
- Medical Faculty, Kunming University of Science and Technology, Kunming, China
| | - Hongjiang Zhang
- Medical Faculty, Kunming University of Science and Technology, Kunming, China
- Department of Magnetic Resonance Image, The First People’s Hospital of Yunnan Province, Kunming, China
| | - Ruixiang Liu
- Department of Clinical Psychology, The Second People’s Hospital of Yunnan Province, Kunming, China
| | - Jingmei Zhong
- Department of Clinical Psychology, The First People’s Hospital of Yunnan Province, Kunming, China
| | - Shaoyuan Wu
- Department of Clinical Psychology, The First People’s Hospital of Yunnan Province, Kunming, China
| | - Yong Zeng
- Department of Clinical Psychology, The Sixth Affiliated Hospital of Kunming Medical University, Yuxi, China
| | - Liqian Cui
- Department of Clinical Psychology, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Yanmei Chen
- Medical Faculty, Kunming University of Science and Technology, Kunming, China
| | - Kunhua Wu
- Medical Faculty, Kunming University of Science and Technology, Kunming, China
- Department of Magnetic Resonance Image, The First People’s Hospital of Yunnan Province, Kunming, China
| | - Zhuangfei Chen
- Medical Faculty, Kunming University of Science and Technology, Kunming, China
- Department of Clinical Psychology, The First People’s Hospital of Yunnan Province, Kunming, China
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16
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Zhu T, Xue J, Montuclard A, Jiang Y, Weng W, Chen S. Can Mindfulness-Based Training Improve Positive Emotion and Cognitive Ability in Chinese Non-clinical Population? A Pilot Study. Front Psychol 2019; 10:1549. [PMID: 31333552 PMCID: PMC6619344 DOI: 10.3389/fpsyg.2019.01549] [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: 02/17/2019] [Accepted: 06/19/2019] [Indexed: 01/03/2023] Open
Abstract
OBJECTIVE Based on eastern philosophy, mindfulness is becoming popular for human being's mental health and well-being in western countries. In this study, we proposed to explore the effectiveness and potential pathway of mindfulness-based training (MBT) on Chinese Non-clinical higher education students' cognition and emotion. METHODS A paired control design was used. 48 higher education students (24 in MBT group, 24 in control group) were recruited in the study. The MBT group engaged in a 12-week MBT. A package of measurements, including sustained attention tasks (The Continuous Performance Test, CPT), executive function task (Stroop) for cognitive functions, the self-reported mindfulness levels (The Mindful Attention Awareness Scale, MAAS) and emotion (The Profile of Mood States, POMS), were apply for all participants at baseline and every 4 weeks during next 12 weeks. RESULTS There were no differences in baseline demographic variables between two groups. Over the 12-week training, participants assigned to MBT group had a significantly greater reduction in CPT reaction time (Cohen's d 0.72), significantly greater improvement in positive emotion (Vigor-Activity, VA) (Cohen's d 1.08) and in MAAS (Cohen's d 0.49) than those assigned to control group. And, MAAS at 4th week could significantly predict the CPT RT and VA at 8th week in the MBT group. VA at 4th week could significantly predict the CPT RT at 8th week (B = 4.88, t = 2.21, p = 0.034, R2 = 0.35). CONCLUSION This study shows the efficiency of 12-week MBT on Chinese Non-clinical students' cognition and emotion. Mindfulness training may impact cognition and emotion through the improvement in mindfulness level, and may impact cognition through the improvement in positive emotion.
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Affiliation(s)
- Tingfei Zhu
- Department of Psychology and Behavioral Sciences, Zhejiang University, Hangzhou, China
| | - Jiang Xue
- Department of Psychology and Behavioral Sciences, Zhejiang University, Hangzhou, China
| | - Astrid Montuclard
- Department of Human Ecology, University of California, Davis, Davis, CA, United States
| | - Yuxing Jiang
- Department of Psychology and Behavioral Sciences, Zhejiang University, Hangzhou, China
| | - Wenqi Weng
- Department of Psychology and Behavioral Sciences, Zhejiang University, Hangzhou, China
| | - Shulin Chen
- Department of Psychology and Behavioral Sciences, Zhejiang University, Hangzhou, China
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