1
|
Müller VI, Cieslik EC, Ficco L, Tyralla S, Sepehry AA, Aziz-Safaie T, Feng C, Eickhoff SB, Langner R. Not All Stroop-Type Tasks Are Alike: Assessing the Impact of Stimulus Material, Task Design, and Cognitive Demand via Meta-analyses Across Neuroimaging Studies. Neuropsychol Rev 2024:10.1007/s11065-024-09647-1. [PMID: 39264479 DOI: 10.1007/s11065-024-09647-1] [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: 01/25/2024] [Accepted: 07/29/2024] [Indexed: 09/13/2024]
Abstract
The Stroop effect is one of the most often studied examples of cognitive conflict processing. Over time, many variants of the classic Stroop task were used, including versions with different stimulus material, control conditions, presentation design, and combinations with additional cognitive demands. The neural and behavioral impact of this experimental variety, however, has never been systematically assessed. We used activation likelihood meta-analysis to summarize neuroimaging findings with Stroop-type tasks and to investigate whether involvement of the multiple-demand network (anterior insula, lateral frontal cortex, intraparietal sulcus, superior/inferior parietal lobules, midcingulate cortex, and pre-supplementary motor area) can be attributed to resolving some higher-order conflict that all of the tasks have in common, or if aspects that vary between task versions lead to specialization within this network. Across 133 neuroimaging experiments, incongruence processing in the color-word Stroop variant consistently recruited regions of the multiple-demand network, with modulation of spatial convergence by task variants. In addition, the neural patterns related to solving Stroop-like interference differed between versions of the task that use different stimulus material, with the only overlap between color-word, emotional picture-word, and other types of stimulus material in the posterior medial frontal cortex and right anterior insula. Follow-up analyses on behavior reported in these studies (in total 164 effect sizes) revealed only little impact of task variations on the mean effect size of reaction time. These results suggest qualitative processing differences among the family of Stroop variants, despite similar task difficulty levels, and should carefully be considered when planning or interpreting Stroop-type neuroimaging experiments.
Collapse
Affiliation(s)
- Veronika I Müller
- Institute of Neuroscience and Medicine, INM-7, Research Centre Jülich, Jülich, Germany.
- Institute of Systems Neuroscience, Medical Faculty and University Hospital Düsseldorf, Heinrich Heine University, Düsseldorf, Germany.
| | - Edna C Cieslik
- Institute of Neuroscience and Medicine, INM-7, Research Centre Jülich, Jülich, Germany
- Institute of Systems Neuroscience, Medical Faculty and University Hospital Düsseldorf, Heinrich Heine University, Düsseldorf, Germany
| | - Linda Ficco
- Department of General Psychology and Cognitive Neuroscience, Friedrich Schiller University, Jena, Germany
- Department of Linguistics and Cultural Evolution, International Max Planck Research School for the Science of Human History, Jena, Germany
| | - Sandra Tyralla
- Institute for Experimental Psychology, Heinrich Heine University, Düsseldorf, Germany
| | - Amir Ali Sepehry
- Clinical Psychology Program, Adler University (Vancouver Campus), Vancouver, Canada
| | - Taraneh Aziz-Safaie
- Institute of Neuroscience and Medicine, INM-7, Research Centre Jülich, Jülich, Germany
- Institute of Systems Neuroscience, Medical Faculty and University Hospital Düsseldorf, Heinrich Heine University, Düsseldorf, Germany
| | - Chunliang Feng
- Key Laboratory of Brain, Cognition and Education Sciences, South China Normal University, Guangzhou, China
| | - Simon B Eickhoff
- Institute of Neuroscience and Medicine, INM-7, Research Centre Jülich, Jülich, Germany
- Institute of Systems Neuroscience, Medical Faculty and University Hospital Düsseldorf, Heinrich Heine University, Düsseldorf, Germany
| | - Robert Langner
- Institute of Neuroscience and Medicine, INM-7, Research Centre Jülich, Jülich, Germany
- Institute of Systems Neuroscience, Medical Faculty and University Hospital Düsseldorf, Heinrich Heine University, Düsseldorf, Germany
| |
Collapse
|
2
|
Ding Y, Robinson N, Tong C, Zeng Q, Guan C. LGGNet: Learning From Local-Global-Graph Representations for Brain-Computer Interface. IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS 2024; 35:9773-9786. [PMID: 37021989 DOI: 10.1109/tnnls.2023.3236635] [Citation(s) in RCA: 19] [Impact Index Per Article: 19.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/19/2023]
Abstract
Neuropsychological studies suggest that co-operative activities among different brain functional areas drive high-level cognitive processes. To learn the brain activities within and among different functional areas of the brain, we propose local-global-graph network (LGGNet), a novel neurologically inspired graph neural network (GNN), to learn local-global-graph (LGG) representations of electroencephalography (EEG) for brain-computer interface (BCI). The input layer of LGGNet comprises a series of temporal convolutions with multiscale 1-D convolutional kernels and kernel-level attentive fusion. It captures temporal dynamics of EEG which then serves as input to the proposed local- and global-graph-filtering layers. Using a defined neurophysiologically meaningful set of local and global graphs, LGGNet models the complex relations within and among functional areas of the brain. Under the robust nested cross-validation settings, the proposed method is evaluated on three publicly available datasets for four types of cognitive classification tasks, namely the attention, fatigue, emotion, and preference classification tasks. LGGNet is compared with state-of-the-art (SOTA) methods, such as DeepConvNet, EEGNet, R2G-STNN, TSception, regularized graph neural network (RGNN), attention-based multiscale convolutional neural network-dynamical graph convolutional network (AMCNN-DGCN), hierarchical recurrent neural network (HRNN), and GraphNet. The results show that LGGNet outperforms these methods, and the improvements are statistically significant ( ) in most cases. The results show that bringing neuroscience prior knowledge into neural network design yields an improvement of classification performance. The source code can be found at https://github.com/yi-ding-cs/LGG.
Collapse
|
3
|
Elcin D, Velasquez M, Colombo PJ. Effects of acute and long-term mindfulness on neural activity and the conflict resolution component of attention. Front Hum Neurosci 2024; 18:1359198. [PMID: 38450222 PMCID: PMC10914991 DOI: 10.3389/fnhum.2024.1359198] [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: 12/20/2023] [Accepted: 01/31/2024] [Indexed: 03/08/2024] Open
Abstract
Mindfulness practices have been linked to enhanced attention and conflict resolution abilities. While much research has focused on the long-term effects of mindfulness, the immediate impact of a single session has been less studied. This study recruited 20 experienced meditators and 20 novices and assigned them to a mindfulness or a control condition. They completed a Stroop Task to measure cognitive conflict resolution before and after the intervention, with brain activity monitored via functional near-infrared spectroscopy (fNIRS). Novices showed an age-related decline in conflict resolution ability, while experienced meditators didn't. Initially, both groups showed similar Stroop performance, but experienced meditators had greater brain activation in the left dorsolateral prefrontal cortex (DLPFC). Post-intervention, novices in the breath count task became more similar to experienced meditators in their neural activity during conflict resolution. Our findings indicate that long-term mindfulness experience may protect against age-related decline in cognitive conflict resolution speed, and may alter neural processing of cognitive conflict resolution.
Collapse
Affiliation(s)
- Dehan Elcin
- Department of Psychology, Tulane University, New Orleans, LA, United States
| | - Miguel Velasquez
- Tulane Brain Institute, Tulane University, New Orleans, LA, United States
| | - Paul J. Colombo
- Department of Psychology, Tulane University, New Orleans, LA, United States
- Tulane Brain Institute, Tulane University, New Orleans, LA, United States
| |
Collapse
|
4
|
Zhang Y, Chen S, Zhang Z, Duan W, Zhao L, Weinschenk G, Luh WM, Anderson AK, Dai W. Effect of Meditation on Brain Activity during an Attention Task: A Comparison Study of ASL and BOLD Task fMRI. Brain Sci 2023; 13:1653. [PMID: 38137100 PMCID: PMC10741430 DOI: 10.3390/brainsci13121653] [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: 10/18/2023] [Revised: 11/21/2023] [Accepted: 11/27/2023] [Indexed: 12/24/2023] Open
Abstract
Focused attention meditation (FAM) training has been shown to improve attention, but the neural basis of FAM on attention has not been thoroughly understood. Here, we aim to investigate the neural effect of a 2-month FAM training on novice meditators in a visual oddball task (a frequently adopted task to evaluate attention), evaluated with both ASL and BOLD fMRI. Using ASL, activation was increased in the middle cingulate (part of the salience network, SN) and temporoparietal (part of the frontoparietal network, FPN) regions; the FAM practice time was negatively associated with the longitudinal changes in activation in the medial prefrontal (part of the default mode network, DMN) and middle frontal (part of the FPN) regions. Using BOLD, the FAM practice time was positively associated with the longitudinal changes of activation in the inferior parietal (part of the dorsal attention network, DAN), dorsolateral prefrontal (part of the FPN), and precentral (part of the DAN) regions. The effect sizes for the activation changes and their association with practice time using ASL are significantly larger than those using BOLD. Our study suggests that FAM training may improve attention via modulation of the DMN, DAN, SN, and FPN, and ASL may be a sensitive tool to study the FAM effect on attention.
Collapse
Affiliation(s)
- Yakun Zhang
- Department of Computer Science, State University of New York at Binghamton, Binghamton, NY 13902, USA (S.C.)
| | - Shichun Chen
- Department of Computer Science, State University of New York at Binghamton, Binghamton, NY 13902, USA (S.C.)
| | - Zongpai Zhang
- Department of Computer Science, State University of New York at Binghamton, Binghamton, NY 13902, USA (S.C.)
| | - Wenna Duan
- Department of Computer Science, State University of New York at Binghamton, Binghamton, NY 13902, USA (S.C.)
| | - Li Zhao
- College of Biomedical Engineering & Instrument Science, Zhejiang University, Hangzhou 310027, China
| | - George Weinschenk
- Department of Computer Science, State University of New York at Binghamton, Binghamton, NY 13902, USA (S.C.)
| | - Wen-Ming Luh
- National Institute on Aging, National Institutes of Health, Baltimore, MD 21225, USA
| | - Adam K. Anderson
- Department of Psychology, Cornell University, Ithaca, NY 14853, USA;
| | - Weiying Dai
- Department of Computer Science, State University of New York at Binghamton, Binghamton, NY 13902, USA (S.C.)
| |
Collapse
|
5
|
Yue WL, Ng KK, Koh AJ, Perini F, Doshi K, Zhou JH, Lim J. Mindfulness-based therapy improves brain functional network reconfiguration efficiency. Transl Psychiatry 2023; 13:345. [PMID: 37951943 PMCID: PMC10640625 DOI: 10.1038/s41398-023-02642-9] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/02/2022] [Revised: 08/29/2023] [Accepted: 10/30/2023] [Indexed: 11/14/2023] Open
Abstract
Mindfulness-based interventions are showing increasing promise as a treatment for psychological disorders, with improvements in cognition and emotion regulation after intervention. Understanding the changes in functional brain activity and neural plasticity that underlie these benefits from mindfulness interventions is thus of interest in current neuroimaging research. Previous studies have found functional brain changes during resting and task states to be associated with mindfulness both cross-sectionally and longitudinally, particularly in the executive control, default mode and salience networks. However, limited research has combined information from rest and task to study mindfulness-related functional changes in the brain, particularly in the context of intervention studies with active controls. Recent work has found that the reconfiguration efficiency of brain activity patterns between rest and task states is behaviorally relevant in healthy young adults. Thus, we applied this measure to investigate how mindfulness intervention changed functional reconfiguration between rest and a breath-counting task in elderly participants with self-reported sleep difficulties. Improving on previous longitudinal designs, we compared the intervention effects of a mindfulness-based therapy to an active control (sleep hygiene) intervention. We found that mindfulness intervention improved self-reported mindfulness measures and brain functional reconfiguration efficiency in the executive control, default mode and salience networks, though the brain and behavioral changes were not associated with each other. Our findings suggest that neuroplasticity may be induced through regular mindfulness practice, thus bringing the intrinsic functional configuration in participants' brains closer to a state required for mindful awareness.
Collapse
Affiliation(s)
- Wan Lin Yue
- Centre for Sleep and Cognition & Centre for Translational Magnetic Resonance Research, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
- Integrative Sciences and Engineering Programme, NUS Graduate School, National University of Singapore, Singapore, Singapore
| | - Kwun Kei Ng
- Centre for Sleep and Cognition & Centre for Translational Magnetic Resonance Research, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
| | - Amelia Jialing Koh
- Centre for Sleep and Cognition & Centre for Translational Magnetic Resonance Research, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
| | - Francesca Perini
- Centre for Sleep and Cognition & Centre for Translational Magnetic Resonance Research, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
| | - Kinjal Doshi
- Department of Psychology, Singapore General Hospital, Singapore, Singapore
| | - Juan Helen Zhou
- Centre for Sleep and Cognition & Centre for Translational Magnetic Resonance Research, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore.
- Integrative Sciences and Engineering Programme, NUS Graduate School, National University of Singapore, Singapore, Singapore.
- Department of Electrical and Computer Engineering, National University of Singapore, Singapore, Singapore.
| | - Julian Lim
- Centre for Sleep and Cognition & Centre for Translational Magnetic Resonance Research, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore.
- Department of Psychology, National University of, Singapore, Singapore.
| |
Collapse
|
6
|
Garcia-Campayo J, Hijar-Aguinaga R, Barceló-Soler A, Fernández-Martínez S, Aristegui R, Pérez-Aranda A. Examining the Relation Between Practicing Meditation and Having Peak Experiences and Lucid Dreams. A Cross-Sectional Study. Front Psychol 2022; 13:858745. [PMID: 35558700 PMCID: PMC9087568 DOI: 10.3389/fpsyg.2022.858745] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2022] [Accepted: 04/05/2022] [Indexed: 11/13/2022] Open
Abstract
The aim of this study was to compare meditators and non-meditators in terms of their tendency to have peak experiences and their dream lucidity, while examining the associations between these outcomes and some related variables such as non-dual awareness, mindfulness facets and absorption. In this cross-sectional study, 237 participants from general Spanish population completed an online survey that included ad hoc questions related to the study aim, along with the Five Facet Mindfulness Questionnaire (FFMQ), the Non-dual Embodiment Thematic Inventory (NETI), the Tellegen Absorption Scale (TAS) and the Lucidity and Consciousness in Dreams Scale (LUCID). Of the total, 110 participants were identified as meditators and 127 as non-meditators. More than half of the sample (58.2%) reported having experienced at least one peak experience in their life; these showed no differences in the number, intensity, or self-inducing ability of these experiences between both groups but were significantly more common among meditators (71.8% vs. 46.8%; p < 0.001), who also presented higher scores in most of the questionnaires, except for some LUCID subscales. Regression models demonstrated that being a meditator was a significant predictor of having had a peak experience, but not of LUCID scores. These results, which need to be interpreted considering the study limitations, support the potential of meditation to facilitate having peak experiences, while its impact on lucid dreams remains unclear.
Collapse
Affiliation(s)
- Javier Garcia-Campayo
- Institute of Health Research of Aragon (IIS), Zaragoza, Spain.,Department of Medicine, Psychiatry and Dermatology, Faculty of Medicine, University of Zaragoza, Zaragoza, Spain
| | - Rinchen Hijar-Aguinaga
- Department of Medicine, Psychiatry and Dermatology, Faculty of Medicine, University of Zaragoza, Zaragoza, Spain
| | - Alberto Barceló-Soler
- Institute of Health Research of Aragon (IIS), Zaragoza, Spain.,Navarra Medical Research Institute (IdiSNA), Pamplona, Spain
| | | | - Roberto Aristegui
- Department of Psychiatry and Mental Health Oriente, Faculty of Medicine, University of Chile, Santiago, Chile
| | - Adrián Pérez-Aranda
- Institute of Health Research of Aragon (IIS), Zaragoza, Spain.,Department of Basic, Developmental and Educational Psychology, Autonomous University of Barcelona, Cerdanyola del Vallès, Spain
| |
Collapse
|
7
|
Calvetti D, Johnson B, Pascarella A, Pitolli F, Somersalo E, Vantaggi B. Mining the Mind: Linear Discriminant Analysis of MEG Source Reconstruction Time Series Supports Dynamic Changes in Deep Brain Regions During Meditation Sessions. Brain Topogr 2021; 34:840-862. [PMID: 34652578 PMCID: PMC8556220 DOI: 10.1007/s10548-021-00874-w] [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: 03/05/2021] [Accepted: 09/27/2021] [Indexed: 10/25/2022]
Abstract
Meditation practices have been claimed to have a positive effect on the regulation of mood and emotions for quite some time by practitioners, and in recent times there has been a sustained effort to provide a more precise description of the influence of meditation on the human brain. Longitudinal studies have reported morphological changes in cortical thickness and volume in selected brain regions due to meditation practice, which is interpreted as an evidence its effectiveness beyond the subjective self reporting. Using magnetoencephalography (MEG) or electroencephalography to quantify the changes in brain activity during meditation practice represents a challenge, as no clear hypothesis about the spatial or temporal pattern of such changes is available to date. In this article we consider MEG data collected during meditation sessions of experienced Buddhist monks practicing focused attention (Samatha) and open monitoring (Vipassana) meditation, contrasted by resting state with eyes closed. The MEG data are first mapped to time series of brain activity averaged over brain regions corresponding to a standard Destrieux brain atlas. Next, by bootstrapping and spectral analysis, the data are mapped to matrices representing random samples of power spectral densities in [Formula: see text], [Formula: see text], [Formula: see text], and [Formula: see text] frequency bands. We use linear discriminant analysis to demonstrate that the samples corresponding to different meditative or resting states contain enough fingerprints of the brain state to allow a separation between different states, and we identify the brain regions that appear to contribute to the separation. Our findings suggest that the cingulate cortex, insular cortex and some of the internal structures, most notably the accumbens, the caudate and the putamen nuclei, the thalamus and the amygdalae stand out as separating regions, which seems to correlate well with earlier findings based on longitudinal studies.
Collapse
Affiliation(s)
- Daniela Calvetti
- Department of Mathematics, Applied Mathematics and Statistics, Case Western Reserve University, 10900 Euclid Avenue, Cleveland, OH, 44106, USA
| | - Brian Johnson
- Department of Mathematics, Applied Mathematics and Statistics, Case Western Reserve University, 10900 Euclid Avenue, Cleveland, OH, 44106, USA
| | - Annalisa Pascarella
- Istituto per le Applicazioni del Calcolo "Mauro Picone" - CNR, Via dei Taurini 19, 00185, Rome, Italy
| | - Francesca Pitolli
- Department of Basic and Applied Sciences for Engineering, University of Rome "La Sapienza", Via Scarpa 16, 00161, Rome, Italy.
| | - Erkki Somersalo
- Department of Mathematics, Applied Mathematics and Statistics, Case Western Reserve University, 10900 Euclid Avenue, Cleveland, OH, 44106, USA
| | - Barbara Vantaggi
- Department MEMOTEF, University of Rome "La Sapienza", Via del Castro Laurenziano 9, 00161, Rome, Italy
| |
Collapse
|
8
|
Gupta SS, Manthalkar RR, Gajre SS. Mindfulness intervention for improving cognitive abilities using EEG signal. Biomed Signal Process Control 2021. [DOI: 10.1016/j.bspc.2021.103072] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
|
9
|
van Hierden Y, Dietrich T, Rundle-Thiele S. Designing an eHealth Well-Being Program: A Participatory Design Approach. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2021; 18:7250. [PMID: 34299700 PMCID: PMC8307955 DOI: 10.3390/ijerph18147250] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/28/2021] [Revised: 06/29/2021] [Accepted: 07/02/2021] [Indexed: 11/16/2022]
Abstract
In recent years, the relevance of eHealth interventions has become increasingly evident. However, a sequential procedural application to cocreating eHealth interventions is currently lacking. This paper demonstrates the implementation of a participatory design (PD) process to inform the design of an eHealth intervention aiming to enhance well-being. PD sessions were conducted with 57 people across four sessions. Within PD sessions participants experienced prototype activities, provided feedback and designed program interventions. A 5-week eHealth well-being intervention focusing on lifestyle, habits, physical activity, and meditation was proposed. The program is suggested to be delivered through online workshops and online community interaction. A five-step PD process emerged; namely, (1) collecting best practices, (2) participatory discovery, (3) initial proof-of-concept, (4) participatory prototyping, and (5) pilot intervention proof-of-concept finalisation. Health professionals, behaviour change practitioners and program planners can adopt this process to ensure end-user cocreation using the five-step process. The five-step PD process may help to create user-friendly programs.
Collapse
Affiliation(s)
- Yannick van Hierden
- Social Marketing @ Griffith, Griffith Business School, Griffith University, Nathan, QLD 4111, Australia; (T.D.); (S.R.-T.)
| | | | | |
Collapse
|
10
|
Singleton O, Newlon M, Fossas A, Sharma B, Cook-Greuter SR, Lazar SW. Brain Structure and Functional Connectivity Correlate with Psychosocial Development in Contemplative Practitioners and Controls. Brain Sci 2021; 11:brainsci11060728. [PMID: 34070890 PMCID: PMC8228853 DOI: 10.3390/brainsci11060728] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2021] [Revised: 05/24/2021] [Accepted: 05/25/2021] [Indexed: 11/23/2022] Open
Abstract
Jane Loevinger’s theory of adult development, termed ego development (1966) and more recently maturity development, provides a useful framework for understanding the development of the self throughout the lifespan. However, few studies have investigated its neural correlates. In the present study, we use structural and functional magnetic resonance imaging (MRI) to investigate the neural correlates of maturity development in contemplative practitioners and controls. Since traits possessed by individuals with higher levels of maturity development are similar to those attributed to individuals at advanced stages of contemplative practice, we chose to investigate levels of maturity development in meditation practitioners as well as matched controls. We used the Maturity Assessment Profile (MAP) to measure maturity development in a mixed sample of participants composed of 14 long-term meditators, 16 long-term yoga practitioners, and 16 demographically matched controls. We investigated the relationship between contemplative practice and maturity development with behavioral, seed-based resting state functional connectivity, and cortical thickness analyses. The results of this study indicate that contemplative practitioners possess higher maturity development compared to a matched control group, and in addition, maturity development correlates with cortical thickness in the posterior cingulate. Furthermore, we identify a brain network implicated in theory of mind, narrative, and self-referential processing, comprising the posterior cingulate cortex, dorsomedial prefrontal cortex, temporoparietal junction, and inferior frontal cortex, as a primary neural correlate.
Collapse
Affiliation(s)
- Omar Singleton
- Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Charlestown, MA 02114, USA; (O.S.); (M.N.); (A.F.)
| | - Max Newlon
- Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Charlestown, MA 02114, USA; (O.S.); (M.N.); (A.F.)
| | - Andres Fossas
- Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Charlestown, MA 02114, USA; (O.S.); (M.N.); (A.F.)
| | - Beena Sharma
- Vertical Development Academy, Woodside, CA 94062, USA;
| | - Susanne R. Cook-Greuter
- Vertical Development Academy, Woodside, CA 94062, USA;
- Cook-Greuter and Associates, Wayland, MA 01778, USA;
| | - Sara W. Lazar
- Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Charlestown, MA 02114, USA; (O.S.); (M.N.); (A.F.)
- Correspondence: ; Tel.: +1-617-724-7108; Fax: +1-617-643-7340
| |
Collapse
|
11
|
Barrós-Loscertales A, Hernández SE, Xiao Y, González-Mora JL, Rubia K. Resting State Functional Connectivity Associated With Sahaja Yoga Meditation. Front Hum Neurosci 2021; 15:614882. [PMID: 33796013 PMCID: PMC8007769 DOI: 10.3389/fnhum.2021.614882] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2020] [Accepted: 01/25/2021] [Indexed: 12/29/2022] Open
Abstract
Neuroscience research has shown that meditation practices have effects on brain structure and function. However, few studies have combined information on the effects on structure and function in the same sample. Long-term daily meditation practice produces repeated activity of specific brain networks over years of practice, which may induce lasting structural and functional connectivity (FC) changes within relevant circuits. The aim of our study was therefore to identify differences in FC during the resting state between 23 Sahaja Yoga Meditation experts and 23 healthy participants without meditation experience. Seed-based FC analysis was performed departing from voxels that had shown structural differences between these same participants. The contrast of connectivity maps yielded that meditators showed increased FC between the left ventrolateral prefrontal cortex and the right dorsolateral prefrontal cortex but reduced FC between the left insula and the bilateral mid-cingulate as well as between the right angular gyrus and the bilateral precuneus/cuneus cortices. It thus appears that long-term meditation practice increases direct FC between ventral and dorsal frontal regions within brain networks related to attention and cognitive control and decreases FC between regions of these networks and areas of the default mode network.
Collapse
Affiliation(s)
| | | | - Yaqiong Xiao
- Autism Center of Excellence, Department of Neurosciences, University of California, San Diego, San Diego, CA, United States
| | - José Luis González-Mora
- Facultad de Ciencias de La Salud, Dpto. de Ciencias Médicas Básicas, Sección Fisiología, Universidad de La Laguna, Tenerife, Spain
| | - Katya Rubia
- Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, United Kingdom
| |
Collapse
|
12
|
Gizewski ER, Steiger R, Waibel M, Pereverzyev S, Sommer PJD, Siedentopf C, Grams AE, Lenhart L, Singewald N. Short-term meditation training influences brain energy metabolism: A pilot study on 31 P MR spectroscopy. Brain Behav 2021; 11:e01914. [PMID: 33300668 PMCID: PMC7821578 DOI: 10.1002/brb3.1914] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/17/2020] [Revised: 08/21/2020] [Accepted: 08/22/2020] [Indexed: 12/18/2022] Open
Abstract
BACKGROUND Meditation is increasingly attracting interest among neuroimaging researchers for its relevance as a cognitive enhancement technique and several cross-sectional studies have indicated cerebral changes. This longitudinal study applied a distinct and standardized meditative technique with a group of volunteers in a short-term training program to analyze brain metabolic changes. METHODS The effect of 7 weeks of meditation exercises (focused attention meditation, FAM) was assessed on 27 healthy volunteers. Changes in cerebral energy metabolism were investigated using 31 P-MR spectroscopy. Metabolite ratios were compared before (T1) and after training (T2). Additional questionnaire assessments were included. RESULTS The participants performed FAM daily. Depression and anxiety scores revealed a lower level of state anxiety at T2 compared to T1. From T1 to T2, energy metabolism ratios showed the following differences: PCr/ATP increased right occipitally; Pi/ATP decreased bilaterally in the basal ganglia and temporal lobe on the right; PCr/Pi increased in occipital lobe bilaterally, in the basal ganglia and in the temporal lobe on the right side. The pH decreased temporal on the left side and frontal in the right side. The observed changes in the temporal areas and basal ganglia may be interpreted as a higher energetic state, whereas the frontal and occipital areas showed changes that may be related to a down-regulation in ATP turnover, energy state, and oxidative capacity. CONCLUSIONS The results of the current study indicate for the first time in a longitudinal study that even short-term training in FAM may have considerable effects on brain energy state with different local energy management in specific brain regions. Especially higher energetic state in basal ganglia may represent altered function in their central role in complex cerebral distributed networks including frontal and temporal areas. Further studies including different forms of relaxation techniques should be performed for more specific and reliable insights.
Collapse
Affiliation(s)
- Elke R Gizewski
- Department of Neuroradiology, Medical University Innsbruck, Innsbruck, Austria.,Neuroimaging Research Core Facility, Medical University Innsbruck, Innsbruck, Austria
| | - Ruth Steiger
- Department of Neuroradiology, Medical University Innsbruck, Innsbruck, Austria.,Neuroimaging Research Core Facility, Medical University Innsbruck, Innsbruck, Austria
| | | | - Sergiy Pereverzyev
- Department of Neuroradiology, Medical University Innsbruck, Innsbruck, Austria.,Neuroimaging Research Core Facility, Medical University Innsbruck, Innsbruck, Austria
| | - Patrick J D Sommer
- Department of Neuroradiology, Medical University Innsbruck, Innsbruck, Austria
| | - Christian Siedentopf
- Department of Neuroradiology, Medical University Innsbruck, Innsbruck, Austria.,Neuroimaging Research Core Facility, Medical University Innsbruck, Innsbruck, Austria
| | - Astrid E Grams
- Department of Neuroradiology, Medical University Innsbruck, Innsbruck, Austria.,Neuroimaging Research Core Facility, Medical University Innsbruck, Innsbruck, Austria
| | - Lukas Lenhart
- Department of Neuroradiology, Medical University Innsbruck, Innsbruck, Austria.,Neuroimaging Research Core Facility, Medical University Innsbruck, Innsbruck, Austria
| | - Nicolas Singewald
- Center for Molecular Biosciences Innsbruck (CMBI), Department of Pharmacology and Toxicology, Leopold Franzens University, Innsbruck, Austria
| |
Collapse
|
13
|
Novaes MM, Palhano-Fontes F, Onias H, Andrade KC, Lobão-Soares B, Arruda-Sanchez T, Kozasa EH, Santaella DF, de Araujo DB. Effects of Yoga Respiratory Practice ( Bhastrika pranayama) on Anxiety, Affect, and Brain Functional Connectivity and Activity: A Randomized Controlled Trial. Front Psychiatry 2020; 11:467. [PMID: 32528330 PMCID: PMC7253694 DOI: 10.3389/fpsyt.2020.00467] [Citation(s) in RCA: 35] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/27/2019] [Accepted: 05/06/2020] [Indexed: 12/11/2022] Open
Abstract
Pranayama refers to a set of yoga breathing exercises. Recent evidence suggests that the practice of pranayama has positive effects on measures of clinical stress and anxiety. This study explored the impact of a Bhastrika pranayama training program on emotion processing, anxiety, and affect. We used a randomized controlled trial design with thirty healthy young adults assessed at baseline and after 4 weeks of pranayama practices. Two functional magnetic resonance imaging (MRI) protocols were used both at baseline and post-intervention: an emotion task as well as a resting-state acquisition. Our results suggest that pranayama significantly decreased states of anxiety and negative affect. The practice of pranayama also modulated the activity of brain regions involved in emotional processing, particularly the amygdala, anterior cingulate, anterior insula, and prefrontal cortex. Resting-state functional MRI (fMRI) showed significantly reduced functional connectivity involving the anterior insula and lateral portions of the prefrontal cortex. Correlation analysis revealed that changes in connectivity between the ventrolateral prefrontal cortex and the right anterior insula were associated with changes in anxiety. Although it should be noted that these analyses were preliminary and exploratory, it provides the first evidence that 4 weeks of B. pranayama significantly reduce the levels of anxiety and negative affect, and that these changes are associated with the modulation of activity and connectivity in brain areas involved in emotion processing, attention, and awareness. The study was registered at https://www.ensaiosclinicos.gov.br/rg/RBR-2gv5c2/(RBR-2gv5c2).
Collapse
Affiliation(s)
- Morgana M. Novaes
- Brain Institute, Federal University of Rio Grande do Norte (UFRN), Natal, Brazil
- Onofre Lopes University Hospital, Federal University of Rio Grande do Norte (UFRN), Natal, Brazil
| | - Fernanda Palhano-Fontes
- Brain Institute, Federal University of Rio Grande do Norte (UFRN), Natal, Brazil
- Onofre Lopes University Hospital, Federal University of Rio Grande do Norte (UFRN), Natal, Brazil
| | - Heloisa Onias
- Brain Institute, Federal University of Rio Grande do Norte (UFRN), Natal, Brazil
- Onofre Lopes University Hospital, Federal University of Rio Grande do Norte (UFRN), Natal, Brazil
| | - Katia C. Andrade
- Brain Institute, Federal University of Rio Grande do Norte (UFRN), Natal, Brazil
- Onofre Lopes University Hospital, Federal University of Rio Grande do Norte (UFRN), Natal, Brazil
| | - Bruno Lobão-Soares
- Department of Biophysics and Pharmacology, Federal University of Rio Grande do Norte (UFRN), Natal, Brazil
| | - Tiago Arruda-Sanchez
- Department of Radiology, Medical School, Federal University of Rio de Janeiro, Rio de Janeiro, Brazil
| | | | - Danilo F. Santaella
- Hospital Israelita Albert Einstein, São Paulo, Brazil
- Sports Center, University of São Paulo (CEPE-USP), São Paulo, Brazil
| | - Draulio Barros de Araujo
- Brain Institute, Federal University of Rio Grande do Norte (UFRN), Natal, Brazil
- Onofre Lopes University Hospital, Federal University of Rio Grande do Norte (UFRN), Natal, Brazil
| |
Collapse
|
14
|
Mindfulness and Attention: Current State-of-Affairs and Future Considerations. JOURNAL OF COGNITIVE ENHANCEMENT 2020; 4:340-367. [PMID: 33817547 DOI: 10.1007/s41465-019-00144-5] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
Abstract
This review examines longitudinal studies of changes in components of attention following mindfulness training. A total of 57 retreat studies, non-randomized trials, and randomized controlled trials were identified. Employing the classical taxonomy proposed by Posner and Petersen (1990), outcome measures were broadly categorized based on whether they involved maintenance of an aroused state (alerting), selective prioritization of attention to target items (orienting), or assessed conflict monitoring (executive attention). Although many non-randomized and retreat studies provide promising evidence of gains in both alerting and conflict monitoring following mindfulness training, evidence from randomized controlled trials, especially those involving active control comparison groups, is more mixed. This review calls attention to the urgent need in our field of contemplative sciences to adopt the methodological rigor necessary for establishing mindfulness meditation as an effective cognitive rehabilitation tool. Although studies including wait-listed control comparisons were fruitful in providing initial feasibility data and pre-post effect sizes, there is a pressing need to employ standards that have been heavily advocated for in the broader cognitive and physical training literatures. Critically, inclusion of active comparison groups and explicit attention to the reduction of demand characteristics are needed to disentangle the effects of placebo from treatment. Further, detailed protocols for mindfulness and control groups and examination of theoretically guided outcome variables with established metrics for reliability and validity are key ingredients in the systematic study of mindfulness meditation. Adoption of such methodological rigor will allow for causal claims supporting mindfulness training as an efficacious treatment modality for cognitive rehabilitation and enhancement.
Collapse
|
15
|
Default Mode Network, Meditation, and Age-Associated Brain Changes: What Can We Learn from the Impact of Mental Training on Well-Being as a Psychotherapeutic Approach? Neural Plast 2019; 2019:7067592. [PMID: 31065259 PMCID: PMC6466873 DOI: 10.1155/2019/7067592] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2018] [Revised: 01/08/2019] [Accepted: 02/26/2019] [Indexed: 12/27/2022] Open
Abstract
Aging is a physiological process accompanied by cognitive decline, principally in memory and executive functions. Alterations in the connectivity of the default mode network (DMN) have been found to participate in cognitive decline, as well as in several neurocognitive disorders. The DMN has antisynchronic activity with attentional networks (task-positive networks (TPN)), which are critical to executive function and memory. Findings pointing to the regulation of the DMN via activation of TPN suggest that it can be used as a strategy for neuroprotection. Meditation is a noninvasive and nonpharmacological technique proven to increase meta-awareness, a cognitive ability which involves the control of both networks. In this review, we discuss the possibility of facilitating healthy aging through the regulation of networks through meditation. We propose that by practicing specific types of meditation, cognitive decline could be slowed, promoting a healthy lifestyle, which may enhance the quality of life for the elderly.
Collapse
|
16
|
Klimecki O, Marchant NL, Lutz A, Poisnel G, Chételat G, Collette F. The impact of meditation on healthy ageing - the current state of knowledge and a roadmap to future directions. Curr Opin Psychol 2019; 28:223-228. [PMID: 30798104 DOI: 10.1016/j.copsyc.2019.01.006] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2018] [Revised: 01/05/2019] [Accepted: 01/13/2019] [Indexed: 12/16/2022]
Abstract
There is increasing evidence that meditation-based training promotes healthy ageing across many dimensions. This review summarizes the existing knowledge on the effects of meditation training on healthy ageing in the domains of emotions, cognition (with a special emphasis on attentional processes), and the preservation of related brain structures. Although evidence so far is promising, more rigorous randomized controlled studies with active control groups and long-term follow-up in older people are needed. We outline how these challenges can be addressed in future studies using the example of an ongoing project, Medit-Ageing (public name: Silver Santé Study), including two independent randomized controlled trials (RCT) as well as one cross-sectional study with meditation experts.
Collapse
Affiliation(s)
- Olga Klimecki
- Swiss Center for Affective Sciences, Department of Medicine, University of Geneva, Geneva, Switzerland.
| | - Natalie L Marchant
- Division of Psychiatry, University College London, London, United Kingdom
| | - Antoine Lutz
- Lyon Neuroscience Research Center, INSERM U1028, CNRS UMR5292, Lyon University, Lyon, France
| | - Géraldine Poisnel
- Université Normandie, Inserm, Université de Caen-Normandie, Inserm UMR-S U1237, GIP Cyceron, Caen, France
| | - Gaël Chételat
- Université Normandie, Inserm, Université de Caen-Normandie, Inserm UMR-S U1237, GIP Cyceron, Caen, France
| | - Fabienne Collette
- GIGA-CRC In Vivo Imaging and Psychology and Cognitive Neuroscience Research Unit, Liège University, Belgium
| |
Collapse
|
17
|
Deepak KK. Meditation induces physical relaxation and enhances cognition: A perplexing paradox. PROGRESS IN BRAIN RESEARCH 2019; 244:85-99. [PMID: 30732847 DOI: 10.1016/bs.pbr.2018.10.030] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Meditation induces physical and mental relaxation. Experimental evidence has also suggested that meditation enhances cognition. The relaxation (physical and mental) and cognitive enhancement are quite opposite tasks. It is quite surprising, how meditation produces these two quasi opposite effects. It is well known that continued practice of sensori-motor and cognitive maneuvering would result in enhanced capacity of attaining physical and mental relaxation through decreased sympathetic excitation. It is further known that meditation results in better attentional regulation. The mechanism for meditation induced enhancement of cognitive function appears to be due to cognitive restructuring, autonomic changes and release of cytokines. Recently, it has been shown that the relaxation results in decreased levels of IL-1 and IL-6. Therefore, reduction of cytokines by practice of meditation could well explain the enhanced cognition. The question remains whether practice of meditation really enhances the cognition over and above the baseline levels through enhance neural plasticity. Future studies might answer such questions. There is a need for a unified hypothesis that could explain two opposing effects of meditation, namely relaxation and cognition enhancement through meditation.
Collapse
|
18
|
Cabeza R, Albert M, Belleville S, Craik FIM, Duarte A, Grady CL, Lindenberger U, Nyberg L, Park DC, Reuter-Lorenz PA, Rugg MD, Steffener J, Rajah MN. Maintenance, reserve and compensation: the cognitive neuroscience of healthy ageing. Nat Rev Neurosci 2018; 19:701-710. [PMID: 30305711 PMCID: PMC6472256 DOI: 10.1038/s41583-018-0068-2] [Citation(s) in RCA: 651] [Impact Index Per Article: 93.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
Cognitive ageing research examines the cognitive abilities that are preserved and/or those that decline with advanced age. There is great individual variability in cognitive ageing trajectories. Some older adults show little decline in cognitive ability compared with young adults and are thus termed 'optimally ageing'. By contrast, others exhibit substantial cognitive decline and may develop dementia. Human neuroimaging research has led to a number of important advances in our understanding of the neural mechanisms underlying these two outcomes. However, interpreting the age-related changes and differences in brain structure, activation and functional connectivity that this research reveals is an ongoing challenge. Ambiguous terminology is a major source of difficulty in this venture. Three terms in particular - compensation, maintenance and reserve - have been used in a number of different ways, and researchers continue to disagree about the kinds of evidence or patterns of results that are required to interpret findings related to these concepts. As such inconsistencies can impede progress in both theoretical and empirical research, here, we aim to clarify and propose consensual definitions of these terms.
Collapse
Affiliation(s)
- Roberto Cabeza
- Center for Cognitive Neuroscience, Department of Psychology and Neuroscience, Duke University, Durham, NC, USA.
| | - Marilyn Albert
- Departments of Psychiatry and Neurology, John Hopkins University, Baltimore, MD, USA
| | - Sylvie Belleville
- Research Center of the Institut Universitaire de Gériatrie de Montréal, Montreal, Quebec, Canada
| | - Fergus I M Craik
- Rotman Research Institute, Baycrest Health Sciences, Toronto, Ontario, Canada
| | - Audrey Duarte
- School of Psychology, Georgia Tech, Atlanta, GA, USA
| | - Cheryl L Grady
- Rotman Research Institute, Baycrest Health Sciences, Toronto, Ontario, Canada
| | - Ulman Lindenberger
- Max Planck Institute for Human Development and Max Planck UCL Centre for Computational Psychiatry and Ageing Research, Berlin, Germany
| | - Lars Nyberg
- Departments of Radiation Sciences and Integrated Medical Biology, UFBI, Umeå University, Umeå, Sweden
| | - Denise C Park
- Center for Vital Longevity, University of Texas, Dallas, TX, USA
| | | | - Michael D Rugg
- Center for Vital Longevity, University of Texas, Dallas, TX, USA
| | - Jason Steffener
- Interdisciplinary School of Health Sciences, University of Ottawa, Ottowa, Ontario, Canada
| | - M Natasha Rajah
- Departments of Psychiatry & Psychology, McGill University and Douglas Hospital Research Centre, Montreal, Quebec, Canada
| |
Collapse
|