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ACC GABA levels are associated with functional activation and connectivity in the fronto-striatal network during interference inhibition in patients with borderline personality disorder

Impulsivity often develops from disturbed inhibitory control, a function mainly regulated by γ-Aminobutyric acid (GABA) levels in the anterior cingulate cortex (ACC) and the fronto-striatal system. In this study, we combined MRS GABA measurements and fMRI to investigate neurochemical and neurofuncti...

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Published in:NeuroImage (Orlando, Fla.) Fla.), 2017-02, Vol.147, p.164-174
Main Authors: Wang, Guo-Ying, van Eijk, Julia, Demirakca, Traute, Sack, Markus, Krause-Utz, Annegret, Cackowski, Sylvia, Schmahl, Christian, Ende, Gabriele
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container_title NeuroImage (Orlando, Fla.)
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creator Wang, Guo-Ying
van Eijk, Julia
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Cackowski, Sylvia
Schmahl, Christian
Ende, Gabriele
description Impulsivity often develops from disturbed inhibitory control, a function mainly regulated by γ-Aminobutyric acid (GABA) levels in the anterior cingulate cortex (ACC) and the fronto-striatal system. In this study, we combined MRS GABA measurements and fMRI to investigate neurochemical and neurofunctional correlates of interference inhibition, further emphasizing the direct relationship between those two systems, as well as their relations to impulsivity in patients with BPD. In addition to BOLD activation, task-dependent functional connectivity was assessed by a generalized psychophysiological interactions approach. Full factorial analyses were performed via SPM to examine the main effect (within-group associations) as well as the interaction term (group differences in the association slope). The UPPS scales were used to evaluate impulsivity traits. Compared to healthy controls (HCs), BPD patients exhibited significantly less ACC-caudate functional connectivity during interference inhibition. ACC GABA levels in BPD patients but not in HCs were positively related to the magnitude of activation in several fronto-striatal regions (e.g. ACC, frontal regions, putamen, caudate,) and the strength of ACC-caudate functional connectivity during interference inhibition. The strength of the correlations of GABA with connectivity significantly differs between the two groups. Moreover, among all the UPPS impulsivity subscales, UPPS sensation seeking in the BPD group was related to GABA and was also negatively related to the task-dependent BOLD activation and functional connectivity in the fronto-striatal network. Finally, mediation analyses revealed that the magnitude of activation in the caudate and the strength of ACC-caudate functional connectivity mediated the relationship between ACC GABA levels and UPPS sensation seeking in patients with BPD. Our findings suggest a disconnectivity of the fronto-striatal network in BPD patients during interference inhibition, particularly for patients with higher impulsivity. The ACC GABAergic system seems to play a crucial role in regulating regional BOLD activations and functional connectivity in this network, which are further associated with impulsive sensation seeking in BPD. •ACC seed based connectivity during interference inhibition is altered in BPD.•ACC GABA levels correlate with BOLD activation and ACC connectivity in BPD.•Impulsivity trait correlates with BOLD activation and ACC connectivity in BPD.•fMRI derived measures
doi_str_mv 10.1016/j.neuroimage.2016.12.013
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ACC GABA levels in BPD patients but not in HCs were positively related to the magnitude of activation in several fronto-striatal regions (e.g. ACC, frontal regions, putamen, caudate,) and the strength of ACC-caudate functional connectivity during interference inhibition. The strength of the correlations of GABA with connectivity significantly differs between the two groups. Moreover, among all the UPPS impulsivity subscales, UPPS sensation seeking in the BPD group was related to GABA and was also negatively related to the task-dependent BOLD activation and functional connectivity in the fronto-striatal network. Finally, mediation analyses revealed that the magnitude of activation in the caudate and the strength of ACC-caudate functional connectivity mediated the relationship between ACC GABA levels and UPPS sensation seeking in patients with BPD. 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The ACC GABAergic system seems to play a crucial role in regulating regional BOLD activations and functional connectivity in this network, which are further associated with impulsive sensation seeking in BPD. •ACC seed based connectivity during interference inhibition is altered in BPD.•ACC GABA levels correlate with BOLD activation and ACC connectivity in BPD.•Impulsivity trait correlates with BOLD activation and ACC connectivity in BPD.•fMRI derived measures mediate the relationship between GABA and impulsivity.</description><identifier>ISSN: 1053-8119</identifier><identifier>EISSN: 1095-9572</identifier><identifier>DOI: 10.1016/j.neuroimage.2016.12.013</identifier><identifier>PMID: 27940074</identifier><language>eng</language><publisher>United States: Elsevier Inc</publisher><subject>Activation analysis ; Adolescent ; Adult ; Anterior cingulate cortex ; Attention deficit hyperactivity disorder ; Borderline personality disorder ; Borderline Personality Disorder - metabolism ; Borderline Personality Disorder - physiopathology ; Borderline Personality Disorder - psychology ; Child development ; Corpus Striatum - metabolism ; Corpus Striatum - physiopathology ; Cortex (cingulate) ; Female ; Frontal Lobe - metabolism ; Frontal Lobe - physiopathology ; Fronto-striatal networks ; Functional magnetic resonance imaging ; GABA ; gamma-Aminobutyric Acid - metabolism ; Gyrus Cinguli - metabolism ; Gyrus Cinguli - physiopathology ; Humans ; Image Processing, Computer-Assisted ; Impulsive Behavior ; Impulsivity ; Inhibition ; Interference inhibition ; Magnetic Resonance Imaging ; Male ; Mediation ; Metabolites ; Neostriatum ; Nerve Net - metabolism ; Nerve Net - physiopathology ; Neural networks ; Neuropsychological Tests ; Neurotransmitters ; Oxygen - blood ; Personality ; Personality disorders ; Putamen ; Quantitative psychology ; Reaction Time ; Spectrum analysis ; Young Adult ; γ-Aminobutyric acid</subject><ispartof>NeuroImage (Orlando, Fla.), 2017-02, Vol.147, p.164-174</ispartof><rights>2016 Elsevier Inc.</rights><rights>Copyright © 2016 Elsevier Inc. 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In this study, we combined MRS GABA measurements and fMRI to investigate neurochemical and neurofunctional correlates of interference inhibition, further emphasizing the direct relationship between those two systems, as well as their relations to impulsivity in patients with BPD. In addition to BOLD activation, task-dependent functional connectivity was assessed by a generalized psychophysiological interactions approach. Full factorial analyses were performed via SPM to examine the main effect (within-group associations) as well as the interaction term (group differences in the association slope). The UPPS scales were used to evaluate impulsivity traits. Compared to healthy controls (HCs), BPD patients exhibited significantly less ACC-caudate functional connectivity during interference inhibition. ACC GABA levels in BPD patients but not in HCs were positively related to the magnitude of activation in several fronto-striatal regions (e.g. ACC, frontal regions, putamen, caudate,) and the strength of ACC-caudate functional connectivity during interference inhibition. The strength of the correlations of GABA with connectivity significantly differs between the two groups. Moreover, among all the UPPS impulsivity subscales, UPPS sensation seeking in the BPD group was related to GABA and was also negatively related to the task-dependent BOLD activation and functional connectivity in the fronto-striatal network. Finally, mediation analyses revealed that the magnitude of activation in the caudate and the strength of ACC-caudate functional connectivity mediated the relationship between ACC GABA levels and UPPS sensation seeking in patients with BPD. 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identifier ISSN: 1053-8119
ispartof NeuroImage (Orlando, Fla.), 2017-02, Vol.147, p.164-174
issn 1053-8119
1095-9572
language eng
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subjects Activation analysis
Adolescent
Adult
Anterior cingulate cortex
Attention deficit hyperactivity disorder
Borderline personality disorder
Borderline Personality Disorder - metabolism
Borderline Personality Disorder - physiopathology
Borderline Personality Disorder - psychology
Child development
Corpus Striatum - metabolism
Corpus Striatum - physiopathology
Cortex (cingulate)
Female
Frontal Lobe - metabolism
Frontal Lobe - physiopathology
Fronto-striatal networks
Functional magnetic resonance imaging
GABA
gamma-Aminobutyric Acid - metabolism
Gyrus Cinguli - metabolism
Gyrus Cinguli - physiopathology
Humans
Image Processing, Computer-Assisted
Impulsive Behavior
Impulsivity
Inhibition
Interference inhibition
Magnetic Resonance Imaging
Male
Mediation
Metabolites
Neostriatum
Nerve Net - metabolism
Nerve Net - physiopathology
Neural networks
Neuropsychological Tests
Neurotransmitters
Oxygen - blood
Personality
Personality disorders
Putamen
Quantitative psychology
Reaction Time
Spectrum analysis
Young Adult
γ-Aminobutyric acid
title ACC GABA levels are associated with functional activation and connectivity in the fronto-striatal network during interference inhibition in patients with borderline personality disorder
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