Trait Impulsivity Associated With Altered Resting-State Functional Connectivity Within the Somatomotor Network

Knowledge of brain mechanisms underlying self-regulation can provide valuable insights into how people regulate their thoughts, behaviors, and emotional states, and what happens when such regulation fails. Self-regulation is supported by coordinated interactions of brain systems. Hence, behavioral d...

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Main Authors: Aleksandra M. Herman, Hugo D. Critchley, Theodora Duka
Format: Article
Language:English
Published: Frontiers Media S.A. 2020-06-01
Series:Frontiers in Behavioral Neuroscience
Subjects:
Online Access:https://www.frontiersin.org/article/10.3389/fnbeh.2020.00111/full
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spelling doaj-b6ad0338536f4cd8868173d31d7086ea2020-11-25T03:32:58ZengFrontiers Media S.A.Frontiers in Behavioral Neuroscience1662-51532020-06-011410.3389/fnbeh.2020.00111502125Trait Impulsivity Associated With Altered Resting-State Functional Connectivity Within the Somatomotor NetworkAleksandra M. Herman0Aleksandra M. Herman1Hugo D. Critchley2Hugo D. Critchley3Theodora Duka4Theodora Duka5Department of Psychology, Royal Holloway, University of London, Egham, United KingdomBehavioural and Clinical Neuroscience, University of Sussex, Brighton, United KingdomBrighton and Sussex Medical School, Brighton, United KingdomSackler Centre for Consciousness Science, University of Sussex, Brighton, United KingdomBehavioural and Clinical Neuroscience, University of Sussex, Brighton, United KingdomSussex Addiction Research and Intervention Centre, Brighton, United KingdomKnowledge of brain mechanisms underlying self-regulation can provide valuable insights into how people regulate their thoughts, behaviors, and emotional states, and what happens when such regulation fails. Self-regulation is supported by coordinated interactions of brain systems. Hence, behavioral dysregulation, and its expression as impulsivity, can be usefully characterized using functional connectivity methodologies applied to resting brain networks. The current study tested whether individual differences in trait impulsivity are reflected in the functional architecture within and between resting-state brain networks. Thirty healthy individuals completed a self-report measure of trait impulsivity and underwent resting-state functional magnetic resonance imaging. Using Probabilistic Independent Components Analysis in FSL MELODIC, we identified across participants 10 networks of regions (resting-state networks) with temporally correlated time courses. We then explored how individual expression of these spatial networks covaried with trait impulsivity. Across participants, we observed that greater self-reported impulsivity was associated with decreased connectivity of the right lateral occipital cortex (peak mm 46/-70/16, FWE 1-p = 0.981) with the somatomotor network. No supratheshold differences were observed in between-network connectivity. Our findings implicate the somatomotor network, and its interaction with sensory cortices, in the control of (self-reported) impulsivity. The observed “decoupling” may compromise effective integration of early perceptual information (from visual and somatosensory cortices) with behavioral control programs, potentially resulting in negative consequences.https://www.frontiersin.org/article/10.3389/fnbeh.2020.00111/fulltrait impulsivityresting statefunctional connectivityBarratt Impulsiveness Scalesomatomotor network
collection DOAJ
language English
format Article
sources DOAJ
author Aleksandra M. Herman
Aleksandra M. Herman
Hugo D. Critchley
Hugo D. Critchley
Theodora Duka
Theodora Duka
spellingShingle Aleksandra M. Herman
Aleksandra M. Herman
Hugo D. Critchley
Hugo D. Critchley
Theodora Duka
Theodora Duka
Trait Impulsivity Associated With Altered Resting-State Functional Connectivity Within the Somatomotor Network
Frontiers in Behavioral Neuroscience
trait impulsivity
resting state
functional connectivity
Barratt Impulsiveness Scale
somatomotor network
author_facet Aleksandra M. Herman
Aleksandra M. Herman
Hugo D. Critchley
Hugo D. Critchley
Theodora Duka
Theodora Duka
author_sort Aleksandra M. Herman
title Trait Impulsivity Associated With Altered Resting-State Functional Connectivity Within the Somatomotor Network
title_short Trait Impulsivity Associated With Altered Resting-State Functional Connectivity Within the Somatomotor Network
title_full Trait Impulsivity Associated With Altered Resting-State Functional Connectivity Within the Somatomotor Network
title_fullStr Trait Impulsivity Associated With Altered Resting-State Functional Connectivity Within the Somatomotor Network
title_full_unstemmed Trait Impulsivity Associated With Altered Resting-State Functional Connectivity Within the Somatomotor Network
title_sort trait impulsivity associated with altered resting-state functional connectivity within the somatomotor network
publisher Frontiers Media S.A.
series Frontiers in Behavioral Neuroscience
issn 1662-5153
publishDate 2020-06-01
description Knowledge of brain mechanisms underlying self-regulation can provide valuable insights into how people regulate their thoughts, behaviors, and emotional states, and what happens when such regulation fails. Self-regulation is supported by coordinated interactions of brain systems. Hence, behavioral dysregulation, and its expression as impulsivity, can be usefully characterized using functional connectivity methodologies applied to resting brain networks. The current study tested whether individual differences in trait impulsivity are reflected in the functional architecture within and between resting-state brain networks. Thirty healthy individuals completed a self-report measure of trait impulsivity and underwent resting-state functional magnetic resonance imaging. Using Probabilistic Independent Components Analysis in FSL MELODIC, we identified across participants 10 networks of regions (resting-state networks) with temporally correlated time courses. We then explored how individual expression of these spatial networks covaried with trait impulsivity. Across participants, we observed that greater self-reported impulsivity was associated with decreased connectivity of the right lateral occipital cortex (peak mm 46/-70/16, FWE 1-p = 0.981) with the somatomotor network. No supratheshold differences were observed in between-network connectivity. Our findings implicate the somatomotor network, and its interaction with sensory cortices, in the control of (self-reported) impulsivity. The observed “decoupling” may compromise effective integration of early perceptual information (from visual and somatosensory cortices) with behavioral control programs, potentially resulting in negative consequences.
topic trait impulsivity
resting state
functional connectivity
Barratt Impulsiveness Scale
somatomotor network
url https://www.frontiersin.org/article/10.3389/fnbeh.2020.00111/full
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