Network topology changes in chronic mild traumatic brain injury (mTBI)
E Boroda, M Armstrong, CS Gilmore, C Gentz… - NeuroImage: Clinical, 2021 - Elsevier
NeuroImage: Clinical, 2021•Elsevier
Background In mild traumatic brain injury (mTBI), diffuse axonal injury results in disruption of
functional networks in the brain and is thought to be a major contributor to cognitive
dysfunction even years after trauma. Objective Few studies have assessed longitudinal
changes in network topology in chronic mTBI. We utilized a graph theoretical approach to
investigate alterations in global network topology based on resting-state functional
connectivity in veterans with chronic mTBI. Methods 50 veterans with chronic mTBI (mean of …
functional networks in the brain and is thought to be a major contributor to cognitive
dysfunction even years after trauma. Objective Few studies have assessed longitudinal
changes in network topology in chronic mTBI. We utilized a graph theoretical approach to
investigate alterations in global network topology based on resting-state functional
connectivity in veterans with chronic mTBI. Methods 50 veterans with chronic mTBI (mean of …
Background
In mild traumatic brain injury (mTBI), diffuse axonal injury results in disruption of functional networks in the brain and is thought to be a major contributor to cognitive dysfunction even years after trauma.
Objective
Few studies have assessed longitudinal changes in network topology in chronic mTBI. We utilized a graph theoretical approach to investigate alterations in global network topology based on resting-state functional connectivity in veterans with chronic mTBI.
Methods
50 veterans with chronic mTBI (mean of 20.7 yrs. from trauma) and 40 age-matched controls underwent two functional magnetic resonance imaging scans 18 months apart. Graph theory analysis was used to quantify network topology measures (density, clustering coefficient, global efficiency, and modularity). Hierarchical linear mixed models were used to examine longitudinal change in network topology.
Results
With all network measures, we found a significant group × time interaction. At baseline, brain networks of individuals with mTBI were less clustered (p = 0.03) and more modular (p = 0.02) than those of HC. Over time, the mTBI networks became more densely connected (p = 0.002), with increased clustering (p = 0.001) and reduced modularity (p < 0.001). Network topology did not change across time in HC.
Conclusion
These findings demonstrate that brain networks of individuals with mTBI remain plastic decades after injury and undergo significant changes in network topology even at the later phase of the disease.
Elsevier
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