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Brief Mental Training Reorganizes Large-Scale Brain Networks
Emerging evidences have shown that one form of mental training—mindfulness meditation, can improve attention, emotion regulation and cognitive performance through changing brain activity and structural connectivity. However, whether and how the short-term mindfulness meditation alters large-scale br...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5328965/ https://www.ncbi.nlm.nih.gov/pubmed/28293180 http://dx.doi.org/10.3389/fnsys.2017.00006 |
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author | Tang, Yi-Yuan Tang, Yan Tang, Rongxiang Lewis-Peacock, Jarrod A. |
author_facet | Tang, Yi-Yuan Tang, Yan Tang, Rongxiang Lewis-Peacock, Jarrod A. |
author_sort | Tang, Yi-Yuan |
collection | PubMed |
description | Emerging evidences have shown that one form of mental training—mindfulness meditation, can improve attention, emotion regulation and cognitive performance through changing brain activity and structural connectivity. However, whether and how the short-term mindfulness meditation alters large-scale brain networks are not well understood. Here, we applied a novel data-driven technique, the multivariate pattern analysis (MVPA) to resting-state fMRI (rsfMRI) data to identify changes in brain activity patterns and assess the neural mechanisms induced by a brief mindfulness training—integrative body–mind training (IBMT), which was previously reported in our series of randomized studies. Whole brain rsfMRI was performed on an undergraduate group who received 2 weeks of IBMT with 30 min per session (5 h training in total). Classifiers were trained on measures of functional connectivity in this fMRI data, and they were able to reliably differentiate (with 72% accuracy) patterns of connectivity from before vs. after the IBMT training. After training, an increase in positive functional connections (60 connections) were detected, primarily involving bilateral superior/middle occipital gyrus, bilateral frontale operculum, bilateral superior temporal gyrus, right superior temporal pole, bilateral insula, caudate and cerebellum. These results suggest that brief mental training alters the functional connectivity of large-scale brain networks at rest that may involve a portion of the neural circuitry supporting attention, cognitive and affective processing, awareness and sensory integration and reward processing. |
format | Online Article Text |
id | pubmed-5328965 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-53289652017-03-14 Brief Mental Training Reorganizes Large-Scale Brain Networks Tang, Yi-Yuan Tang, Yan Tang, Rongxiang Lewis-Peacock, Jarrod A. Front Syst Neurosci Neuroscience Emerging evidences have shown that one form of mental training—mindfulness meditation, can improve attention, emotion regulation and cognitive performance through changing brain activity and structural connectivity. However, whether and how the short-term mindfulness meditation alters large-scale brain networks are not well understood. Here, we applied a novel data-driven technique, the multivariate pattern analysis (MVPA) to resting-state fMRI (rsfMRI) data to identify changes in brain activity patterns and assess the neural mechanisms induced by a brief mindfulness training—integrative body–mind training (IBMT), which was previously reported in our series of randomized studies. Whole brain rsfMRI was performed on an undergraduate group who received 2 weeks of IBMT with 30 min per session (5 h training in total). Classifiers were trained on measures of functional connectivity in this fMRI data, and they were able to reliably differentiate (with 72% accuracy) patterns of connectivity from before vs. after the IBMT training. After training, an increase in positive functional connections (60 connections) were detected, primarily involving bilateral superior/middle occipital gyrus, bilateral frontale operculum, bilateral superior temporal gyrus, right superior temporal pole, bilateral insula, caudate and cerebellum. These results suggest that brief mental training alters the functional connectivity of large-scale brain networks at rest that may involve a portion of the neural circuitry supporting attention, cognitive and affective processing, awareness and sensory integration and reward processing. Frontiers Media S.A. 2017-02-28 /pmc/articles/PMC5328965/ /pubmed/28293180 http://dx.doi.org/10.3389/fnsys.2017.00006 Text en Copyright © 2017 Tang, Tang, Tang and Lewis-Peacock. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution and reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Neuroscience Tang, Yi-Yuan Tang, Yan Tang, Rongxiang Lewis-Peacock, Jarrod A. Brief Mental Training Reorganizes Large-Scale Brain Networks |
title | Brief Mental Training Reorganizes Large-Scale Brain Networks |
title_full | Brief Mental Training Reorganizes Large-Scale Brain Networks |
title_fullStr | Brief Mental Training Reorganizes Large-Scale Brain Networks |
title_full_unstemmed | Brief Mental Training Reorganizes Large-Scale Brain Networks |
title_short | Brief Mental Training Reorganizes Large-Scale Brain Networks |
title_sort | brief mental training reorganizes large-scale brain networks |
topic | Neuroscience |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5328965/ https://www.ncbi.nlm.nih.gov/pubmed/28293180 http://dx.doi.org/10.3389/fnsys.2017.00006 |
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