Evidence map›Paper›PMID 33933595›Full record

ArticleNeuroImage2021

Perturbing fMRI brain dynamics using transcranial direct current stimulation.

Yiheng Tu, Jin Cao, Seyhmus Guler, Thalia Chai-Zhang, Joan A Camprodon, Mark Vangel, Randy L Gollub, Darin D Dougherty, Jian Kong

Open access · goldAbstract read
In one paragraph

Article in NeuroImage, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 20 papers.

0numbers the graph read from it
0cells of the map it votes in
20citing papers in PubMed
1.7field-weighted citation impact, top 18% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

20 citing papers in PubMed, 27 citations in OpenAlex.

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  14. Brain-wide dynamic coactivation states code for hand movements in the resting state.Proceedings of the National Academy of Sciences of the United States of America · 2025
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  16. Article
  17. Brain stimulation therapeutics.Addiction neuroscience · 2023
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

9 authors at 1 institution in 1 country.

Yiheng TuDepartment of Psychiatry, Massachusetts General Hospital and Harvard Medical School, Charlestown, MA 02129, United States; Department of Radiology, Martinos Center for Biomedical Imaging, Massachusetts General Hospital and Harvard Medical School, Charlestown, MA, United States.
Jin CaoDepartment of Psychiatry, Massachusetts General Hospital and Harvard Medical School, Charlestown, MA 02129, United States.
Seyhmus GulerDepartment of Psychiatry, Massachusetts General Hospital and Harvard Medical School, Charlestown, MA 02129, United States.
Thalia Chai-ZhangDepartment of Psychiatry, Massachusetts General Hospital and Harvard Medical School, Charlestown, MA 02129, United States.
Joan A CamprodonDepartment of Psychiatry, Massachusetts General Hospital and Harvard Medical School, Charlestown, MA 02129, United States; Department of Radiology, Martinos Center for Biomedical Imaging, Massachusetts General Hospital and Harvard Medical School, Charlestown, MA, United States.
Mark VangelDepartment of Radiology, Martinos Center for Biomedical Imaging, Massachusetts General Hospital and Harvard Medical School, Charlestown, MA, United States.
Randy L GollubDepartment of Psychiatry, Massachusetts General Hospital and Harvard Medical School, Charlestown, MA 02129, United States; Department of Radiology, Martinos Center for Biomedical Imaging, Massachusetts General Hospital and Harvard Medical School, Charlestown, MA, United States.
Darin D DoughertyDepartment of Psychiatry, Massachusetts General Hospital and Harvard Medical School, Charlestown, MA 02129, United States; Department of Radiology, Martinos Center for Biomedical Imaging, Massachusetts General Hospital and Harvard Medical School, Charlestown, MA, United States.
Jian KongDepartment of Psychiatry, Massachusetts General Hospital and Harvard Medical School, Charlestown, MA 02129, United States; Department of Radiology, Martinos Center for Biomedical Imaging, Massachusetts General Hospital and Harvard Medical School, Charlestown, MA, United States. Electronic address: kongj@nmr.mgh.harvard.edu.
Harvard University · US

Funding

Neuromodulation of placebo and nocebo effectsR01AT008563 · NCCIH · MASSACHUSETTS GENERAL HOSPITAL · PI KONG, JIAN · 2015 to 2019
$3.9M
The Neurobiology of Placebo and Nocebo Effects: A Brain Imaging StudyR01AT006364 · NCCIH · MASSACHUSETTS GENERAL HOSPITAL · PI KONG, JIAN · 2011 to 2015
$3.6M
NCCIH NIH HHS R01 AT006364NCCIH NIH HHS R01 AT008563
6 · The paper itself

Abstract

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.

Indexed as

AdultBrain MappingCortical ExcitabilityFemaleHumansMagnetic Resonance ImagingMalePrefrontal CortexRandom AllocationTranscranial Direct Current StimulationYoung AdultBrain dynamicsCo-activation patternsDorsolateral prefrontal cortexNeuronal excitabilityOrbitofrontal cortexTranscranial direct current stimulation

Identifiers

PMID33933595
PMCPMC8291729
OpenAlexW3158314590

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.