Language
English
Publication Date
8-1-2025
Journal
Human Brain Mapping
DOI
10.1002/hbm.70116
PMID
40736265
PMCID
PMC12308910
PubMedCentral® Posted Date
7-30-2025
PubMedCentral® Full Text Version
Post-print
Abstract
Using functional magnetic resonance imaging (fMRI), symptoms of posttraumatic stress disorder (PTSD) have been associated with aberrations in brain networks in the absence of a given cognitive demand or task, called resting-state networks. Prior work has focused on disruption in the static functional connectivity (FC) among specific regions constrained by a priori hypotheses. However, dynamic FC, an approach that examines brain network characteristics over time, may provide a more sensitive measure to understand the network properties underlying dysfunction in PTSD. Further, using a data-driven analytic approach may reveal the contribution of other larger network disturbances beyond those revealed by hypothesis-driven examinations of ROIs or canonical networks. Therefore, the current study used group independent components analysis (ICA) and graph theory principles to identify, characterize, and subsequently compare brain network dynamics and recurrent connectivity states in a large sample of trauma exposed individuals (N = 1035) with and without PTSD from the ENIGMA-PGC PTSD workgroup. Neither static FC nor dynamic FC results showed robust differences between groups. There were also no group differences in dwell time or number of transitions of recurrent connectivity states. This multi-cohort sample with heterogenous trauma types and demographic features offers a significantly larger scale approach than prior literature with smaller homogenous trauma cohorts. Heterogeneity of PTSD, especially within diffuse brain networks, may not be captured by evaluating only diagnostic groups, further work should be done to evaluate brain network dynamics with respect to specific symptom profiles and trauma types.
Keywords
Humans, Stress Disorders, Post-Traumatic, Magnetic Resonance Imaging, Male, Female, Adult, Connectome, Nerve Net, Middle Aged, Brain, Young Adult
Published Open-Access
yes
Recommended Citation
Tomas, Carissa W; Fitzgerald, Jacklynn M; Baird, C Lexi; et al., "Data-Driven Approach to Dynamic Resting State Functional Connectivity in Post-Traumatic Stress Disorder: An ENIGMA-PGC PTSD Study" (2025). Faculty, Staff and Students Publications. 6016.
https://digitalcommons.library.tmc.edu/baylor_docs/6016
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