Cargando…

Differential mechanisms of posterior cingulate cortex downregulation and symptom decreases in posttraumatic stress disorder and healthy individuals using real‐time fMRI neurofeedback

BACKGROUND: Intrinsic connectivity networks, including the default mode network (DMN), are frequently disrupted in individuals with posttraumatic stress disorder (PTSD). The posterior cingulate cortex (PCC) is the main hub of the posterior DMN, where the therapeutic regulation of this region with re...

Descripción completa

Detalles Bibliográficos
Autores principales: Nicholson, Andrew A., Rabellino, Daniela, Densmore, Maria, Frewen, Paul A., Steryl, David, Scharnowski, Frank, Théberge, Jean, Neufeld, Richard W.J., Schmahl, Christian, Jetly, Rakesh, Lanius, Ruth A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8785646/
https://www.ncbi.nlm.nih.gov/pubmed/34921746
http://dx.doi.org/10.1002/brb3.2441
_version_ 1784639007649431552
author Nicholson, Andrew A.
Rabellino, Daniela
Densmore, Maria
Frewen, Paul A.
Steryl, David
Scharnowski, Frank
Théberge, Jean
Neufeld, Richard W.J.
Schmahl, Christian
Jetly, Rakesh
Lanius, Ruth A.
author_facet Nicholson, Andrew A.
Rabellino, Daniela
Densmore, Maria
Frewen, Paul A.
Steryl, David
Scharnowski, Frank
Théberge, Jean
Neufeld, Richard W.J.
Schmahl, Christian
Jetly, Rakesh
Lanius, Ruth A.
author_sort Nicholson, Andrew A.
collection PubMed
description BACKGROUND: Intrinsic connectivity networks, including the default mode network (DMN), are frequently disrupted in individuals with posttraumatic stress disorder (PTSD). The posterior cingulate cortex (PCC) is the main hub of the posterior DMN, where the therapeutic regulation of this region with real‐time fMRI neurofeedback (NFB) has yet to be explored. METHODS: We investigated PCC downregulation while processing trauma/stressful words over 3 NFB training runs and a transfer run without NFB (total n = 29, PTSD n = 14, healthy controls n = 15). We also examined the predictive accuracy of machine learning models in classifying PTSD versus healthy controls during NFB training. RESULTS: Both the PTSD and healthy control groups demonstrated reduced reliving symptoms in response to trauma/stressful stimuli, where the PTSD group additionally showed reduced symptoms of distress. We found that both groups were able to downregulate the PCC with similar success over NFB training and in the transfer run, although downregulation was associated with unique within‐group decreases in activation within the bilateral dmPFC, bilateral postcentral gyrus, right amygdala/hippocampus, cingulate cortex, and bilateral temporal pole/gyri. By contrast, downregulation was associated with increased activation in the right dlPFC among healthy controls as compared to PTSD. During PCC downregulation, right dlPFC activation was negatively correlated to PTSD symptom severity scores and difficulties in emotion regulation. Finally, machine learning algorithms were able to classify PTSD versus healthy participants based on brain activation during NFB training with 80% accuracy. CONCLUSIONS: This is the first study to investigate PCC downregulation with real‐time fMRI NFB in both PTSD and healthy controls. Our results reveal acute decreases in symptoms over training and provide converging evidence for EEG‐NFB targeting brain networks linked to the PCC.
format Online
Article
Text
id pubmed-8785646
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher John Wiley and Sons Inc.
record_format MEDLINE/PubMed
spelling pubmed-87856462022-01-31 Differential mechanisms of posterior cingulate cortex downregulation and symptom decreases in posttraumatic stress disorder and healthy individuals using real‐time fMRI neurofeedback Nicholson, Andrew A. Rabellino, Daniela Densmore, Maria Frewen, Paul A. Steryl, David Scharnowski, Frank Théberge, Jean Neufeld, Richard W.J. Schmahl, Christian Jetly, Rakesh Lanius, Ruth A. Brain Behav Original Articles BACKGROUND: Intrinsic connectivity networks, including the default mode network (DMN), are frequently disrupted in individuals with posttraumatic stress disorder (PTSD). The posterior cingulate cortex (PCC) is the main hub of the posterior DMN, where the therapeutic regulation of this region with real‐time fMRI neurofeedback (NFB) has yet to be explored. METHODS: We investigated PCC downregulation while processing trauma/stressful words over 3 NFB training runs and a transfer run without NFB (total n = 29, PTSD n = 14, healthy controls n = 15). We also examined the predictive accuracy of machine learning models in classifying PTSD versus healthy controls during NFB training. RESULTS: Both the PTSD and healthy control groups demonstrated reduced reliving symptoms in response to trauma/stressful stimuli, where the PTSD group additionally showed reduced symptoms of distress. We found that both groups were able to downregulate the PCC with similar success over NFB training and in the transfer run, although downregulation was associated with unique within‐group decreases in activation within the bilateral dmPFC, bilateral postcentral gyrus, right amygdala/hippocampus, cingulate cortex, and bilateral temporal pole/gyri. By contrast, downregulation was associated with increased activation in the right dlPFC among healthy controls as compared to PTSD. During PCC downregulation, right dlPFC activation was negatively correlated to PTSD symptom severity scores and difficulties in emotion regulation. Finally, machine learning algorithms were able to classify PTSD versus healthy participants based on brain activation during NFB training with 80% accuracy. CONCLUSIONS: This is the first study to investigate PCC downregulation with real‐time fMRI NFB in both PTSD and healthy controls. Our results reveal acute decreases in symptoms over training and provide converging evidence for EEG‐NFB targeting brain networks linked to the PCC. John Wiley and Sons Inc. 2021-12-18 /pmc/articles/PMC8785646/ /pubmed/34921746 http://dx.doi.org/10.1002/brb3.2441 Text en © 2021 The Authors. Brain and Behavior published by Wiley Periodicals LLC https://creativecommons.org/licenses/by/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited.
spellingShingle Original Articles
Nicholson, Andrew A.
Rabellino, Daniela
Densmore, Maria
Frewen, Paul A.
Steryl, David
Scharnowski, Frank
Théberge, Jean
Neufeld, Richard W.J.
Schmahl, Christian
Jetly, Rakesh
Lanius, Ruth A.
Differential mechanisms of posterior cingulate cortex downregulation and symptom decreases in posttraumatic stress disorder and healthy individuals using real‐time fMRI neurofeedback
title Differential mechanisms of posterior cingulate cortex downregulation and symptom decreases in posttraumatic stress disorder and healthy individuals using real‐time fMRI neurofeedback
title_full Differential mechanisms of posterior cingulate cortex downregulation and symptom decreases in posttraumatic stress disorder and healthy individuals using real‐time fMRI neurofeedback
title_fullStr Differential mechanisms of posterior cingulate cortex downregulation and symptom decreases in posttraumatic stress disorder and healthy individuals using real‐time fMRI neurofeedback
title_full_unstemmed Differential mechanisms of posterior cingulate cortex downregulation and symptom decreases in posttraumatic stress disorder and healthy individuals using real‐time fMRI neurofeedback
title_short Differential mechanisms of posterior cingulate cortex downregulation and symptom decreases in posttraumatic stress disorder and healthy individuals using real‐time fMRI neurofeedback
title_sort differential mechanisms of posterior cingulate cortex downregulation and symptom decreases in posttraumatic stress disorder and healthy individuals using real‐time fmri neurofeedback
topic Original Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8785646/
https://www.ncbi.nlm.nih.gov/pubmed/34921746
http://dx.doi.org/10.1002/brb3.2441
work_keys_str_mv AT nicholsonandrewa differentialmechanismsofposteriorcingulatecortexdownregulationandsymptomdecreasesinposttraumaticstressdisorderandhealthyindividualsusingrealtimefmrineurofeedback
AT rabellinodaniela differentialmechanismsofposteriorcingulatecortexdownregulationandsymptomdecreasesinposttraumaticstressdisorderandhealthyindividualsusingrealtimefmrineurofeedback
AT densmoremaria differentialmechanismsofposteriorcingulatecortexdownregulationandsymptomdecreasesinposttraumaticstressdisorderandhealthyindividualsusingrealtimefmrineurofeedback
AT frewenpaula differentialmechanismsofposteriorcingulatecortexdownregulationandsymptomdecreasesinposttraumaticstressdisorderandhealthyindividualsusingrealtimefmrineurofeedback
AT steryldavid differentialmechanismsofposteriorcingulatecortexdownregulationandsymptomdecreasesinposttraumaticstressdisorderandhealthyindividualsusingrealtimefmrineurofeedback
AT scharnowskifrank differentialmechanismsofposteriorcingulatecortexdownregulationandsymptomdecreasesinposttraumaticstressdisorderandhealthyindividualsusingrealtimefmrineurofeedback
AT thebergejean differentialmechanismsofposteriorcingulatecortexdownregulationandsymptomdecreasesinposttraumaticstressdisorderandhealthyindividualsusingrealtimefmrineurofeedback
AT neufeldrichardwj differentialmechanismsofposteriorcingulatecortexdownregulationandsymptomdecreasesinposttraumaticstressdisorderandhealthyindividualsusingrealtimefmrineurofeedback
AT schmahlchristian differentialmechanismsofposteriorcingulatecortexdownregulationandsymptomdecreasesinposttraumaticstressdisorderandhealthyindividualsusingrealtimefmrineurofeedback
AT jetlyrakesh differentialmechanismsofposteriorcingulatecortexdownregulationandsymptomdecreasesinposttraumaticstressdisorderandhealthyindividualsusingrealtimefmrineurofeedback
AT laniusrutha differentialmechanismsofposteriorcingulatecortexdownregulationandsymptomdecreasesinposttraumaticstressdisorderandhealthyindividualsusingrealtimefmrineurofeedback