Cargando…

Structural connections between the noradrenergic and cholinergic system shape the dynamics of functional brain networks

Complex cognitive abilities are thought to arise from the ability of the brain to adaptively reconfigure its internal network structure as a function of task demands. Recent work has suggested that this inherent flexibility may in part be conferred by the widespread projections of the ascending arou...

Descripción completa

Detalles Bibliográficos
Autores principales: Taylor, N.L., D’Souza, A., Munn, B.R., Lv, J., Zaborszky, L., Müller, E.J., Wainstein, G., Calamante, F., Shine, J.M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10114918/
https://www.ncbi.nlm.nih.gov/pubmed/35809888
http://dx.doi.org/10.1016/j.neuroimage.2022.119455
_version_ 1785028108187860992
author Taylor, N.L.
D’Souza, A.
Munn, B.R.
Lv, J.
Zaborszky, L.
Müller, E.J.
Wainstein, G.
Calamante, F.
Shine, J.M.
author_facet Taylor, N.L.
D’Souza, A.
Munn, B.R.
Lv, J.
Zaborszky, L.
Müller, E.J.
Wainstein, G.
Calamante, F.
Shine, J.M.
author_sort Taylor, N.L.
collection PubMed
description Complex cognitive abilities are thought to arise from the ability of the brain to adaptively reconfigure its internal network structure as a function of task demands. Recent work has suggested that this inherent flexibility may in part be conferred by the widespread projections of the ascending arousal systems. While the different components of the ascending arousal system are often studied in isolation, there are anatomical connections between neuromodulatory hubs that we hypothesise are crucial for mediating key features of adaptive network dynamics, such as the balance between integration and segregation. To test this hypothesis, we estimated the strength of structural connectivity between key hubs of the noradrenergic and cholinergic arousal systems (the locus coeruleus [LC] and nucleus basalis of Meynert [nbM], respectively). We then asked whether the strength of structural LC and nbM inter-connectivity was related to individual differences in the emergent, dynamical signatures of functional integration measured from resting state fMRI data, such as network and attractor topography. We observed a significant positive relationship between the strength of white-matter connections between the LC and nbM and the extent of network-level integration following BOLD signal peaks in LC relative to nbM activity. In addition, individuals with denser white-matter streamlines interconnecting neuromodulatory hubs also demonstrated a heightened ability to shift to novel brain states. These results suggest that individuals with stronger structural connectivity between the noradrenergic and cholinergic systems have a greater capacity to mediate the flexible network dynamics required to support complex, adaptive behaviour. Furthermore, our results highlight the underlying static features of the neuromodulatory hubs can impose some constraints on the dynamic features of the brain.
format Online
Article
Text
id pubmed-10114918
institution National Center for Biotechnology Information
language English
publishDate 2022
record_format MEDLINE/PubMed
spelling pubmed-101149182023-04-19 Structural connections between the noradrenergic and cholinergic system shape the dynamics of functional brain networks Taylor, N.L. D’Souza, A. Munn, B.R. Lv, J. Zaborszky, L. Müller, E.J. Wainstein, G. Calamante, F. Shine, J.M. Neuroimage Article Complex cognitive abilities are thought to arise from the ability of the brain to adaptively reconfigure its internal network structure as a function of task demands. Recent work has suggested that this inherent flexibility may in part be conferred by the widespread projections of the ascending arousal systems. While the different components of the ascending arousal system are often studied in isolation, there are anatomical connections between neuromodulatory hubs that we hypothesise are crucial for mediating key features of adaptive network dynamics, such as the balance between integration and segregation. To test this hypothesis, we estimated the strength of structural connectivity between key hubs of the noradrenergic and cholinergic arousal systems (the locus coeruleus [LC] and nucleus basalis of Meynert [nbM], respectively). We then asked whether the strength of structural LC and nbM inter-connectivity was related to individual differences in the emergent, dynamical signatures of functional integration measured from resting state fMRI data, such as network and attractor topography. We observed a significant positive relationship between the strength of white-matter connections between the LC and nbM and the extent of network-level integration following BOLD signal peaks in LC relative to nbM activity. In addition, individuals with denser white-matter streamlines interconnecting neuromodulatory hubs also demonstrated a heightened ability to shift to novel brain states. These results suggest that individuals with stronger structural connectivity between the noradrenergic and cholinergic systems have a greater capacity to mediate the flexible network dynamics required to support complex, adaptive behaviour. Furthermore, our results highlight the underlying static features of the neuromodulatory hubs can impose some constraints on the dynamic features of the brain. 2022-10-15 2022-07-07 /pmc/articles/PMC10114918/ /pubmed/35809888 http://dx.doi.org/10.1016/j.neuroimage.2022.119455 Text en https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/ (https://creativecommons.org/licenses/by-nc-nd/4.0/) )
spellingShingle Article
Taylor, N.L.
D’Souza, A.
Munn, B.R.
Lv, J.
Zaborszky, L.
Müller, E.J.
Wainstein, G.
Calamante, F.
Shine, J.M.
Structural connections between the noradrenergic and cholinergic system shape the dynamics of functional brain networks
title Structural connections between the noradrenergic and cholinergic system shape the dynamics of functional brain networks
title_full Structural connections between the noradrenergic and cholinergic system shape the dynamics of functional brain networks
title_fullStr Structural connections between the noradrenergic and cholinergic system shape the dynamics of functional brain networks
title_full_unstemmed Structural connections between the noradrenergic and cholinergic system shape the dynamics of functional brain networks
title_short Structural connections between the noradrenergic and cholinergic system shape the dynamics of functional brain networks
title_sort structural connections between the noradrenergic and cholinergic system shape the dynamics of functional brain networks
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10114918/
https://www.ncbi.nlm.nih.gov/pubmed/35809888
http://dx.doi.org/10.1016/j.neuroimage.2022.119455
work_keys_str_mv AT taylornl structuralconnectionsbetweenthenoradrenergicandcholinergicsystemshapethedynamicsoffunctionalbrainnetworks
AT dsouzaa structuralconnectionsbetweenthenoradrenergicandcholinergicsystemshapethedynamicsoffunctionalbrainnetworks
AT munnbr structuralconnectionsbetweenthenoradrenergicandcholinergicsystemshapethedynamicsoffunctionalbrainnetworks
AT lvj structuralconnectionsbetweenthenoradrenergicandcholinergicsystemshapethedynamicsoffunctionalbrainnetworks
AT zaborszkyl structuralconnectionsbetweenthenoradrenergicandcholinergicsystemshapethedynamicsoffunctionalbrainnetworks
AT mullerej structuralconnectionsbetweenthenoradrenergicandcholinergicsystemshapethedynamicsoffunctionalbrainnetworks
AT wainsteing structuralconnectionsbetweenthenoradrenergicandcholinergicsystemshapethedynamicsoffunctionalbrainnetworks
AT calamantef structuralconnectionsbetweenthenoradrenergicandcholinergicsystemshapethedynamicsoffunctionalbrainnetworks
AT shinejm structuralconnectionsbetweenthenoradrenergicandcholinergicsystemshapethedynamicsoffunctionalbrainnetworks