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Relationship between nuclei-specific amygdala connectivity and mental health dimensions in humans

There has been increasing interest in using neuroimaging measures to predict psychiatric disorders. However, predictions usually rely on large brain networks and large disorder heterogeneity. Thus, they lack both anatomical and behavioural specificity, preventing the advancement of targeted interven...

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Autores principales: Klein-Flügge, Miriam C, Jensen, Daria EA, Takagi, Yu, Priestley, Luke, Verhagen, Lennart, Smith, Stephen M, Rushworth, Matthew FS
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7613949/
https://www.ncbi.nlm.nih.gov/pubmed/36138220
http://dx.doi.org/10.1038/s41562-022-01434-3
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author Klein-Flügge, Miriam C
Jensen, Daria EA
Takagi, Yu
Priestley, Luke
Verhagen, Lennart
Smith, Stephen M
Rushworth, Matthew FS
author_facet Klein-Flügge, Miriam C
Jensen, Daria EA
Takagi, Yu
Priestley, Luke
Verhagen, Lennart
Smith, Stephen M
Rushworth, Matthew FS
author_sort Klein-Flügge, Miriam C
collection PubMed
description There has been increasing interest in using neuroimaging measures to predict psychiatric disorders. However, predictions usually rely on large brain networks and large disorder heterogeneity. Thus, they lack both anatomical and behavioural specificity, preventing the advancement of targeted interventions. Here, we address both challenges. First, using resting-state functional MRI, we parcellated the amygdala, a region implicated in mood disorders, into seven nuclei. Next, a questionnaire factor analysis provided subclinical mental health dimensions frequently altered in anxious-depressive individuals, such as negative emotions and sleep problems. Finally, for each behavioural dimension, we identified the most predictive resting-state functional connectivity between individual amygdala nuclei and highly specific regions of interest such as the dorsal raphe nucleus in the brainstem or medial frontal cortical regions. Connectivity in circumscribed amygdala networks predicted behaviours in an independent dataset. Our results reveal specific relations between mental health dimensions and connectivity in precise subcortical networks.
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spelling pubmed-76139492023-03-22 Relationship between nuclei-specific amygdala connectivity and mental health dimensions in humans Klein-Flügge, Miriam C Jensen, Daria EA Takagi, Yu Priestley, Luke Verhagen, Lennart Smith, Stephen M Rushworth, Matthew FS Nat Hum Behav Article There has been increasing interest in using neuroimaging measures to predict psychiatric disorders. However, predictions usually rely on large brain networks and large disorder heterogeneity. Thus, they lack both anatomical and behavioural specificity, preventing the advancement of targeted interventions. Here, we address both challenges. First, using resting-state functional MRI, we parcellated the amygdala, a region implicated in mood disorders, into seven nuclei. Next, a questionnaire factor analysis provided subclinical mental health dimensions frequently altered in anxious-depressive individuals, such as negative emotions and sleep problems. Finally, for each behavioural dimension, we identified the most predictive resting-state functional connectivity between individual amygdala nuclei and highly specific regions of interest such as the dorsal raphe nucleus in the brainstem or medial frontal cortical regions. Connectivity in circumscribed amygdala networks predicted behaviours in an independent dataset. Our results reveal specific relations between mental health dimensions and connectivity in precise subcortical networks. 2022-12 2022-09-22 /pmc/articles/PMC7613949/ /pubmed/36138220 http://dx.doi.org/10.1038/s41562-022-01434-3 Text en https://www.springernature.com/gp/open-research/policies/accepted-manuscript-termsUsers may view, print, copy, and download text and data-mine the content in such documents, for the purposes of academic research, subject always to the full Conditions of use: https://www.springernature.com/gp/open-research/policies/accepted-manuscript-terms
spellingShingle Article
Klein-Flügge, Miriam C
Jensen, Daria EA
Takagi, Yu
Priestley, Luke
Verhagen, Lennart
Smith, Stephen M
Rushworth, Matthew FS
Relationship between nuclei-specific amygdala connectivity and mental health dimensions in humans
title Relationship between nuclei-specific amygdala connectivity and mental health dimensions in humans
title_full Relationship between nuclei-specific amygdala connectivity and mental health dimensions in humans
title_fullStr Relationship between nuclei-specific amygdala connectivity and mental health dimensions in humans
title_full_unstemmed Relationship between nuclei-specific amygdala connectivity and mental health dimensions in humans
title_short Relationship between nuclei-specific amygdala connectivity and mental health dimensions in humans
title_sort relationship between nuclei-specific amygdala connectivity and mental health dimensions in humans
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7613949/
https://www.ncbi.nlm.nih.gov/pubmed/36138220
http://dx.doi.org/10.1038/s41562-022-01434-3
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