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Pre- and post-task resting-state differs in clinical populations

Resting-state functional connectivity has generated great hopes as a potential brain biomarker for improving prevention, diagnosis, and treatment in psychiatry. This neuroimaging protocol can routinely be performed by patients and does not depend on the specificities of a task. Thus, it seems ideal...

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Autores principales: Lor, Cindy Sumaly, Zhang, Mengfan, Karner, Alexander, Steyrl, David, Sladky, Ronald, Scharnowski, Frank, Haugg, Amelie
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9925974/
https://www.ncbi.nlm.nih.gov/pubmed/36780835
http://dx.doi.org/10.1016/j.nicl.2023.103345
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author Lor, Cindy Sumaly
Zhang, Mengfan
Karner, Alexander
Steyrl, David
Sladky, Ronald
Scharnowski, Frank
Haugg, Amelie
author_facet Lor, Cindy Sumaly
Zhang, Mengfan
Karner, Alexander
Steyrl, David
Sladky, Ronald
Scharnowski, Frank
Haugg, Amelie
author_sort Lor, Cindy Sumaly
collection PubMed
description Resting-state functional connectivity has generated great hopes as a potential brain biomarker for improving prevention, diagnosis, and treatment in psychiatry. This neuroimaging protocol can routinely be performed by patients and does not depend on the specificities of a task. Thus, it seems ideal for big data approaches that require aggregating data across multiple studies and sites. However, technical variability, diverging data analysis approaches, and differences in data acquisition protocols introduce heterogeneity to the aggregated data. Besides these technical aspects, a prior task that changes the psychological state of participants might also contribute to heterogeneity. In healthy participants, studies have shown that behavioral tasks can influence resting-state measures, but such effects have not yet been reported in clinical populations. Here, we fill this knowledge gap by comparing resting-state functional connectivity before and after clinically relevant tasks in two clinical conditions, namely substance use disorders and phobias. The tasks consisted of viewing craving-inducing and spider anxiety provoking pictures that are frequently used in cue-reactivity studies and exposure therapy. We found distinct pre- vs post-task resting-state connectivity differences in each group, as well as decreased thalamo-cortical and increased intra-thalamic connectivity which might be associated with decreased vigilance in both groups. Our results confirm that resting-state measures can be strongly influenced by prior emotion-inducing tasks that need to be taken into account when pooling resting-state scans for clinical biomarker detection. This demands that resting-state datasets should include a complete description of the experimental design, especially when a task preceded data collection.
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spelling pubmed-99259742023-02-15 Pre- and post-task resting-state differs in clinical populations Lor, Cindy Sumaly Zhang, Mengfan Karner, Alexander Steyrl, David Sladky, Ronald Scharnowski, Frank Haugg, Amelie Neuroimage Clin Regular Article Resting-state functional connectivity has generated great hopes as a potential brain biomarker for improving prevention, diagnosis, and treatment in psychiatry. This neuroimaging protocol can routinely be performed by patients and does not depend on the specificities of a task. Thus, it seems ideal for big data approaches that require aggregating data across multiple studies and sites. However, technical variability, diverging data analysis approaches, and differences in data acquisition protocols introduce heterogeneity to the aggregated data. Besides these technical aspects, a prior task that changes the psychological state of participants might also contribute to heterogeneity. In healthy participants, studies have shown that behavioral tasks can influence resting-state measures, but such effects have not yet been reported in clinical populations. Here, we fill this knowledge gap by comparing resting-state functional connectivity before and after clinically relevant tasks in two clinical conditions, namely substance use disorders and phobias. The tasks consisted of viewing craving-inducing and spider anxiety provoking pictures that are frequently used in cue-reactivity studies and exposure therapy. We found distinct pre- vs post-task resting-state connectivity differences in each group, as well as decreased thalamo-cortical and increased intra-thalamic connectivity which might be associated with decreased vigilance in both groups. Our results confirm that resting-state measures can be strongly influenced by prior emotion-inducing tasks that need to be taken into account when pooling resting-state scans for clinical biomarker detection. This demands that resting-state datasets should include a complete description of the experimental design, especially when a task preceded data collection. Elsevier 2023-02-08 /pmc/articles/PMC9925974/ /pubmed/36780835 http://dx.doi.org/10.1016/j.nicl.2023.103345 Text en © 2023 The Author(s) 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/).
spellingShingle Regular Article
Lor, Cindy Sumaly
Zhang, Mengfan
Karner, Alexander
Steyrl, David
Sladky, Ronald
Scharnowski, Frank
Haugg, Amelie
Pre- and post-task resting-state differs in clinical populations
title Pre- and post-task resting-state differs in clinical populations
title_full Pre- and post-task resting-state differs in clinical populations
title_fullStr Pre- and post-task resting-state differs in clinical populations
title_full_unstemmed Pre- and post-task resting-state differs in clinical populations
title_short Pre- and post-task resting-state differs in clinical populations
title_sort pre- and post-task resting-state differs in clinical populations
topic Regular Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9925974/
https://www.ncbi.nlm.nih.gov/pubmed/36780835
http://dx.doi.org/10.1016/j.nicl.2023.103345
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