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AJNR Awards, New Junior Editors, and more. Read the latest AJNR updates

Research ArticleNeuroimaging Physics/Functional Neuroimaging/CT and MRI Technology

Functional Connectivity Changes on Resting-State fMRI after Mild Traumatic Brain Injury: A Systematic Review

Siddhant Dogra, Soroush Arabshahi, Jason Wei, Lucia Saidenberg, Stella K. Kang, Sohae Chung, Andrew Laine and Yvonne W. Lui
American Journal of Neuroradiology June 2024, 45 (6) 795-801; DOI: https://doi.org/10.3174/ajnr.A8204
Siddhant Dogra
aFrom the Department of Radiology (S.D., J.W., S.K.K., S.C., Y.L.), New York University Grossman School of Medicine, New York, New York
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Soroush Arabshahi
bDepartment of Biomedical Engineering (S.A., A.L.), Department of Radiology, Columbia University, New York, New York
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Jason Wei
aFrom the Department of Radiology (S.D., J.W., S.K.K., S.C., Y.L.), New York University Grossman School of Medicine, New York, New York
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Lucia Saidenberg
cDepartment of Neurology (L.S.), Department of Radiology. New York University Grossman School of Medicine, New York, New York
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Stella K. Kang
aFrom the Department of Radiology (S.D., J.W., S.K.K., S.C., Y.L.), New York University Grossman School of Medicine, New York, New York
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Sohae Chung
aFrom the Department of Radiology (S.D., J.W., S.K.K., S.C., Y.L.), New York University Grossman School of Medicine, New York, New York
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Andrew Laine
bDepartment of Biomedical Engineering (S.A., A.L.), Department of Radiology, Columbia University, New York, New York
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Yvonne W. Lui
aFrom the Department of Radiology (S.D., J.W., S.K.K., S.C., Y.L.), New York University Grossman School of Medicine, New York, New York
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Abstract

BACKGROUND: Mild traumatic brain injury is theorized to cause widespread functional changes to the brain. Resting-state fMRI may be able to measure functional connectivity changes after traumatic brain injury, but resting-state fMRI studies are heterogeneous, using numerous techniques to study ROIs across various resting-state networks.

PURPOSE: We systematically reviewed the literature to ascertain whether adult patients who have experienced mild traumatic brain injury show consistent functional connectivity changes on resting-state -fMRI, compared with healthy patients.

DATA SOURCES: We used 5 databases (PubMed, EMBASE, Cochrane Central, Scopus, Web of Science).

STUDY SELECTION: Five databases (PubMed, EMBASE, Cochrane Central, Scopus, and Web of Science) were searched for research published since 2010. Search strategies used keywords of “functional MR imaging” and “mild traumatic brain injury” as well as related terms. All results were screened at the abstract and title levels by 4 reviewers according to predefined inclusion and exclusion criteria. For full-text inclusion, each study was evaluated independently by 2 reviewers, with discordant screening settled by consensus.

DATA ANALYSIS: Data regarding article characteristics, cohort demographics, fMRI scan parameters, data analysis processing software, atlas used, data characteristics, and statistical analysis information were extracted.

DATA SYNTHESIS: Across 66 studies, 80 areas were analyzed 239 times for at least 1 time point, most commonly using independent component analysis. The most analyzed areas and networks were the whole brain, the default mode network, and the salience network. Reported functional connectivity changes varied, though there may be a slight trend toward decreased whole-brain functional connectivity within 1 month of traumatic brain injury and there may be differences based on the time since injury.

LIMITATIONS: Studies of military, sports-related traumatic brain injury, and pediatric patients were excluded. Due to the high number of relevant studies and data heterogeneity, we could not be as granular in the analysis as we would have liked.

CONCLUSIONS: Reported functional connectivity changes varied, even within the same region and network, at least partially reflecting differences in technical parameters, preprocessing software, and analysis methods as well as probable differences in individual injury. There is a need for novel rs-fMRI techniques that better capture subject-specific functional connectivity changes.

ABBREVIATIONS:

DMN
default mode network
FC
functional connectivity
ICA
independent component analysis
IQR
interquartile range
mTBI
mild traumatic brain injury
rs-fMRI
resting-state fMRI
SN
salience network
TBI
traumatic brain injury
  • © 2024 by American Journal of Neuroradiology
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American Journal of Neuroradiology: 45 (6)
American Journal of Neuroradiology
Vol. 45, Issue 6
1 Jun 2024
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Cite this article
Siddhant Dogra, Soroush Arabshahi, Jason Wei, Lucia Saidenberg, Stella K. Kang, Sohae Chung, Andrew Laine, Yvonne W. Lui
Functional Connectivity Changes on Resting-State fMRI after Mild Traumatic Brain Injury: A Systematic Review
American Journal of Neuroradiology Jun 2024, 45 (6) 795-801; DOI: 10.3174/ajnr.A8204

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fMRI Connectivity Changes After Mild Brain Injury
Siddhant Dogra, Soroush Arabshahi, Jason Wei, Lucia Saidenberg, Stella K. Kang, Sohae Chung, Andrew Laine, Yvonne W. Lui
American Journal of Neuroradiology Jun 2024, 45 (6) 795-801; DOI: 10.3174/ajnr.A8204
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