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Dopamine Signaling Modulates the Stability and Integration of Intrinsic Brain Networks

Dopaminergic projections are hypothesized to stabilize neural signaling and neural representations, but how they shape regional information processing and large-scale network interactions remains unclear. Here we investigated effects of lowered dopamine levels on within-region temporal signal variab...

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Autores principales: Shafiei, Golia, Zeighami, Yashar, Clark, Crystal A, Coull, Jennifer T, Nagano-Saito, Atsuko, Leyton, Marco, Dagher, Alain, Mišić, Bratislav
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6294404/
https://www.ncbi.nlm.nih.gov/pubmed/30357316
http://dx.doi.org/10.1093/cercor/bhy264
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author Shafiei, Golia
Zeighami, Yashar
Clark, Crystal A
Coull, Jennifer T
Nagano-Saito, Atsuko
Leyton, Marco
Dagher, Alain
Mišić, Bratislav
author_facet Shafiei, Golia
Zeighami, Yashar
Clark, Crystal A
Coull, Jennifer T
Nagano-Saito, Atsuko
Leyton, Marco
Dagher, Alain
Mišić, Bratislav
author_sort Shafiei, Golia
collection PubMed
description Dopaminergic projections are hypothesized to stabilize neural signaling and neural representations, but how they shape regional information processing and large-scale network interactions remains unclear. Here we investigated effects of lowered dopamine levels on within-region temporal signal variability (measured by sample entropy) and between-region functional connectivity (measured by pairwise temporal correlations) in the healthy brain at rest. The acute phenylalanine and tyrosine depletion (APTD) method was used to decrease dopamine synthesis in 51 healthy participants who underwent resting-state functional MRI (fMRI) scanning. Functional connectivity and regional signal variability were estimated for each participant. Multivariate partial least squares (PLS) analysis was used to statistically assess changes in signal variability following APTD as compared with the balanced control treatment. The analysis captured a pattern of increased regional signal variability following dopamine depletion. Changes in hemodynamic signal variability were concomitant with changes in functional connectivity, such that nodes with greatest increase in signal variability following dopamine depletion also experienced greatest decrease in functional connectivity. Our results suggest that dopamine may act to stabilize neural signaling, particularly in networks related to motor function and orienting attention towards behaviorally-relevant stimuli. Moreover, dopamine-dependent signal variability is critically associated with functional embedding of individual areas in large-scale networks.
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spelling pubmed-62944042018-12-19 Dopamine Signaling Modulates the Stability and Integration of Intrinsic Brain Networks Shafiei, Golia Zeighami, Yashar Clark, Crystal A Coull, Jennifer T Nagano-Saito, Atsuko Leyton, Marco Dagher, Alain Mišić, Bratislav Cereb Cortex Original Articles Dopaminergic projections are hypothesized to stabilize neural signaling and neural representations, but how they shape regional information processing and large-scale network interactions remains unclear. Here we investigated effects of lowered dopamine levels on within-region temporal signal variability (measured by sample entropy) and between-region functional connectivity (measured by pairwise temporal correlations) in the healthy brain at rest. The acute phenylalanine and tyrosine depletion (APTD) method was used to decrease dopamine synthesis in 51 healthy participants who underwent resting-state functional MRI (fMRI) scanning. Functional connectivity and regional signal variability were estimated for each participant. Multivariate partial least squares (PLS) analysis was used to statistically assess changes in signal variability following APTD as compared with the balanced control treatment. The analysis captured a pattern of increased regional signal variability following dopamine depletion. Changes in hemodynamic signal variability were concomitant with changes in functional connectivity, such that nodes with greatest increase in signal variability following dopamine depletion also experienced greatest decrease in functional connectivity. Our results suggest that dopamine may act to stabilize neural signaling, particularly in networks related to motor function and orienting attention towards behaviorally-relevant stimuli. Moreover, dopamine-dependent signal variability is critically associated with functional embedding of individual areas in large-scale networks. Oxford University Press 2019-01 2018-10-24 /pmc/articles/PMC6294404/ /pubmed/30357316 http://dx.doi.org/10.1093/cercor/bhy264 Text en © The Author(s) 2018. Published by Oxford University Press. http://creativecommons.org/licenses/by-nc/4.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/4.0/), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is properly cited. For commercial re-use, please contact journals.permissions@oup.com
spellingShingle Original Articles
Shafiei, Golia
Zeighami, Yashar
Clark, Crystal A
Coull, Jennifer T
Nagano-Saito, Atsuko
Leyton, Marco
Dagher, Alain
Mišić, Bratislav
Dopamine Signaling Modulates the Stability and Integration of Intrinsic Brain Networks
title Dopamine Signaling Modulates the Stability and Integration of Intrinsic Brain Networks
title_full Dopamine Signaling Modulates the Stability and Integration of Intrinsic Brain Networks
title_fullStr Dopamine Signaling Modulates the Stability and Integration of Intrinsic Brain Networks
title_full_unstemmed Dopamine Signaling Modulates the Stability and Integration of Intrinsic Brain Networks
title_short Dopamine Signaling Modulates the Stability and Integration of Intrinsic Brain Networks
title_sort dopamine signaling modulates the stability and integration of intrinsic brain networks
topic Original Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6294404/
https://www.ncbi.nlm.nih.gov/pubmed/30357316
http://dx.doi.org/10.1093/cercor/bhy264
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