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      Mindfulness is associated with intrinsic functional connectivity between default mode and salience networks

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          Abstract

          Mindfulness is attention to present moment experience without judgment. Mindfulness practice is associated with brain activity in areas overlapping with the default mode, salience, and central executive networks (DMN, SN, CEN). We hypothesized that intrinsic functional connectivity (iFC; i.e., synchronized ongoing activity) across these networks is associated with mindfulness scores. After 2 weeks of daily 20 min attention to breath training, healthy participants were assessed by mindfulness questionnaires and resting-state functional MRI. Independent component analysis (ICA) of imaging data revealed networks of interest, whose activity time series defined inter-network intrinsic functional connectivity (inter-iFC) by temporal correlation. Inter-iFC between subnetworks of the DMN and SN—and inter-iFC between subnetworks of the SN and left CEN at trend—was correlated with mindfulness scores. Additional control analyses about visual networks’ inter-iFC support the specificity of our findings. Results provide evidence that mindfulness is associated with iFC between DMN and SN. Data suggest that ongoing interactions among central intrinsic brain networks link with the ability to attend to current experience without judgment.

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          Mindfulness: A Proposed Operational Definition

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            Competition between functional brain networks mediates behavioral variability.

            Increased intraindividual variability (IIV) is a hallmark of disorders of attention. Recent work has linked these disorders to abnormalities in a "default mode" network, comprising brain regions routinely deactivated during goal-directed cognitive tasks. Findings from a study of the neural basis of attentional lapses suggest that a competitive relationship between the "task-negative" default mode network and regions of a "task-positive" attentional network is a potential locus of dysfunction in individuals with increased IIV. Resting state studies have shown that this competitive relationship is intrinsically represented in the brain, in the form of a negative correlation or antiphase relationship between spontaneous activity occurring in the two networks. We quantified the negative correlation between these two networks in 26 subjects, during active (Eriksen flanker task) and resting state scans. We hypothesized that the strength of the negative correlation is an index of the degree of regulation of activity in the default mode and task-positive networks and would be positively related to consistent behavioral performance. We found that the strength of the correlation between the two networks varies across individuals. These individual differences appear to be behaviorally relevant, as interindividual variation in the strength of the correlation was significantly related to individual differences in response time variability: the stronger the negative correlation (i.e., the closer to 180 degrees antiphase), the less variable the behavioral performance. This relationship was moderately consistent across resting and task conditions, suggesting that the measure indexes moderately stable individual differences in the integrity of functional brain networks. We discuss the implications of these findings for our understanding of the behavioral significance of spontaneous brain activity, in both healthy and clinical populations.
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              Functional grouping and cortical-subcortical interactions in emotion: a meta-analysis of neuroimaging studies.

              We performed an updated quantitative meta-analysis of 162 neuroimaging studies of emotion using a novel multi-level kernel-based approach, focusing on locating brain regions consistently activated in emotional tasks and their functional organization into distributed functional groups, independent of semantically defined emotion category labels (e.g., "anger," "fear"). Such brain-based analyses are critical if our ways of labeling emotions are to be evaluated and revised based on consistency with brain data. Consistent activations were limited to specific cortical sub-regions, including multiple functional areas within medial, orbital, and inferior lateral frontal cortices. Consistent with a wealth of animal literature, multiple subcortical activations were identified, including amygdala, ventral striatum, thalamus, hypothalamus, and periaqueductal gray. We used multivariate parcellation and clustering techniques to identify groups of co-activated brain regions across studies. These analyses identified six distributed functional groups, including medial and lateral frontal groups, two posterior cortical groups, and paralimbic and core limbic/brainstem groups. These functional groups provide information on potential organization of brain regions into large-scale networks. Specific follow-up analyses focused on amygdala, periaqueductal gray (PAG), and hypothalamic (Hy) activations, and identified frontal cortical areas co-activated with these core limbic structures. While multiple areas of frontal cortex co-activated with amygdala sub-regions, a specific region of dorsomedial prefrontal cortex (dmPFC, Brodmann's Area 9/32) was the only area co-activated with both PAG and Hy. Subsequent mediation analyses were consistent with a pathway from dmPFC through PAG to Hy. These results suggest that medial frontal areas are more closely associated with core limbic activation than their lateral counterparts, and that dmPFC may play a particularly important role in the cognitive generation of emotional states.
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                Author and article information

                Contributors
                Journal
                Front Hum Neurosci
                Front Hum Neurosci
                Front. Hum. Neurosci.
                Frontiers in Human Neuroscience
                Frontiers Media S.A.
                1662-5161
                25 August 2015
                2015
                : 9
                : 461
                Affiliations
                [1] 1Department of Neuroradiology, Technische Universität München TUM Munich, Germany
                [2] 2Department of Psychiatry, Technische Universität München TUM Munich, Germany
                [3] 3TUM-Neuro Imaging Center of Klinikum Rechts der Isar, Technische Universität München TUM Munich, Germany
                [4] 4Graduate School of Systemic Neurosciences, Ludwig-Maximilians-University Munich, Germany
                [5] 5Department of Neurology, Technische Universität München TUM Munich, Germany
                [6] 6Department of Nuclear Medicine, Technische Universität München TUM Munich, Germany
                Author notes

                Edited by: Daniel S. Margulies, Max Planck Institute for Human Cognitive and Brain Sciences, Germany

                Reviewed by: Bradford C. Dickerson, Harvard Medical School, USA; Lisa Ann Kilpatrick, University of California, Los Angeles, USA

                *Correspondence: Anselm Doll, Department of Neuroradiology and Psychiatry, TUM-Neuro Imaging Centre of Klinikum Rechts der Isar, Technische Universität München TUM, Ismaninger Str. 22, 81675 München, Germany anselmdoll@ 123456gmail.com
                Article
                10.3389/fnhum.2015.00461
                4548211
                26379526
                050872ac-c213-4ec6-a447-695153ac35e7
                Copyright © 2015 Doll, Hölzel, Boucard, Wohlschläger and Sorg.

                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.

                History
                : 19 January 2015
                : 06 August 2015
                Page count
                Figures: 4, Tables: 5, Equations: 0, References: 50, Pages: 11, Words: 7393
                Categories
                Neuroscience
                Original Research

                Neurosciences
                resting state,connectivity,mindfulness,fmri,salience network,central executive network,default network

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