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Perturbing fMRI brain dynamics using transcranial direct current stimulation

The dynamic nature of resting-state functional magnetic resonance imaging (fMRI) brain activity and connectivity has drawn great interest in the past decade. Specific temporal properties of fMRI brain dynamics, including metrics such as occurrence rate and transitions, have been associated with cogn...

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Autores principales: Tu, Yiheng, Cao, Jin, Guler, Seyhmus, Chai-Zhang, Thalia, Camprodon, Joan A., Vangel, Mark, Gollub, Randy L., Dougherty, Darin D., Kong, Jian
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8291729/
https://www.ncbi.nlm.nih.gov/pubmed/33933595
http://dx.doi.org/10.1016/j.neuroimage.2021.118100
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author Tu, Yiheng
Cao, Jin
Guler, Seyhmus
Chai-Zhang, Thalia
Camprodon, Joan A.
Vangel, Mark
Gollub, Randy L.
Dougherty, Darin D.
Kong, Jian
author_facet Tu, Yiheng
Cao, Jin
Guler, Seyhmus
Chai-Zhang, Thalia
Camprodon, Joan A.
Vangel, Mark
Gollub, Randy L.
Dougherty, Darin D.
Kong, Jian
author_sort Tu, Yiheng
collection PubMed
description The dynamic nature of resting-state functional magnetic resonance imaging (fMRI) brain activity and connectivity has drawn great interest in the past decade. Specific temporal properties of fMRI brain dynamics, including metrics such as occurrence rate and transitions, have been associated with cognition and behaviors, indicating the existence of mechanism distruption in neuropsychiatric disorders. The development of new methods to manipulate fMRI brain dynamics will advance our understanding of these pathophysiological mechanisms from native observation to experimental mechanistic manipulation. In the present study, we applied repeated transcranial direct current stimulation (tDCS) to the right dorsolateral prefrontal cortex (rDLPFC) and the left orbitofrontal cortex (lOFC), during multiple simultaneous tDCS-fMRI sessions from 81 healthy participants to assess the modulatory effects of stimulating target brain regions on fMRI brain dynamics. Using the rDLPFC and the lOFC as seeds, respectively, we first identified two reoccurring co-activation patterns (CAPs) and calculated their temporal properties (e.g., occurrence rate and transitions) before administering tDCS. The spatial maps of CAPs were associated with different cognitive and disease domains using meta-analytical decoding analysis. We then investigated how active tDCS compared to sham tDCS in the modulation of the occurrence rates of these different CAPs and perturbations of transitions between CAPs. We found that by enhancing neuronal excitability of the rDLPFC and the lOFC, the occurrence rate of one CAP was significantly decreased while that of another CAP was significantly increased during the first 6 min of stimulation. Furthermore, these tDCS-associated changes persisted over subsequent testing sessions (both during and before/after tDCS) across three consecutive days. Active tDCS could perturb transitions between CAPs and a non-CAP state (when the rDLPFC and the lOFC were not activated), but not the transitions within CAPs. These results demonstrate the feasibility of modulating fMRI brain dynamics, and open new possibilities for discovering stimulation targets and dynamic connectivity patterns that can ensure the propagation of tDCS-induced neuronal excitability, which may facilitate the development of new treatments for disorders with altered dynamics.
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spelling pubmed-82917292021-08-15 Perturbing fMRI brain dynamics using transcranial direct current stimulation Tu, Yiheng Cao, Jin Guler, Seyhmus Chai-Zhang, Thalia Camprodon, Joan A. Vangel, Mark Gollub, Randy L. Dougherty, Darin D. Kong, Jian Neuroimage Article The dynamic nature of resting-state functional magnetic resonance imaging (fMRI) brain activity and connectivity has drawn great interest in the past decade. Specific temporal properties of fMRI brain dynamics, including metrics such as occurrence rate and transitions, have been associated with cognition and behaviors, indicating the existence of mechanism distruption in neuropsychiatric disorders. The development of new methods to manipulate fMRI brain dynamics will advance our understanding of these pathophysiological mechanisms from native observation to experimental mechanistic manipulation. In the present study, we applied repeated transcranial direct current stimulation (tDCS) to the right dorsolateral prefrontal cortex (rDLPFC) and the left orbitofrontal cortex (lOFC), during multiple simultaneous tDCS-fMRI sessions from 81 healthy participants to assess the modulatory effects of stimulating target brain regions on fMRI brain dynamics. Using the rDLPFC and the lOFC as seeds, respectively, we first identified two reoccurring co-activation patterns (CAPs) and calculated their temporal properties (e.g., occurrence rate and transitions) before administering tDCS. The spatial maps of CAPs were associated with different cognitive and disease domains using meta-analytical decoding analysis. We then investigated how active tDCS compared to sham tDCS in the modulation of the occurrence rates of these different CAPs and perturbations of transitions between CAPs. We found that by enhancing neuronal excitability of the rDLPFC and the lOFC, the occurrence rate of one CAP was significantly decreased while that of another CAP was significantly increased during the first 6 min of stimulation. Furthermore, these tDCS-associated changes persisted over subsequent testing sessions (both during and before/after tDCS) across three consecutive days. Active tDCS could perturb transitions between CAPs and a non-CAP state (when the rDLPFC and the lOFC were not activated), but not the transitions within CAPs. These results demonstrate the feasibility of modulating fMRI brain dynamics, and open new possibilities for discovering stimulation targets and dynamic connectivity patterns that can ensure the propagation of tDCS-induced neuronal excitability, which may facilitate the development of new treatments for disorders with altered dynamics. 2021-04-29 2021-08-15 /pmc/articles/PMC8291729/ /pubmed/33933595 http://dx.doi.org/10.1016/j.neuroimage.2021.118100 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
Tu, Yiheng
Cao, Jin
Guler, Seyhmus
Chai-Zhang, Thalia
Camprodon, Joan A.
Vangel, Mark
Gollub, Randy L.
Dougherty, Darin D.
Kong, Jian
Perturbing fMRI brain dynamics using transcranial direct current stimulation
title Perturbing fMRI brain dynamics using transcranial direct current stimulation
title_full Perturbing fMRI brain dynamics using transcranial direct current stimulation
title_fullStr Perturbing fMRI brain dynamics using transcranial direct current stimulation
title_full_unstemmed Perturbing fMRI brain dynamics using transcranial direct current stimulation
title_short Perturbing fMRI brain dynamics using transcranial direct current stimulation
title_sort perturbing fmri brain dynamics using transcranial direct current stimulation
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8291729/
https://www.ncbi.nlm.nih.gov/pubmed/33933595
http://dx.doi.org/10.1016/j.neuroimage.2021.118100
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