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Systems Analysis of the Neuroinflammatory and Hemodynamic Response to Traumatic Brain Injury
Published on: May 27, 2022
Structural Brain Connectivity Correlates with Outcome in Mild Traumatic Brain Injury
Timo Roine1,2, Mehrbod Mohammadian3,4, Jussi Hirvonen5
1Turku Brain and Mind Center, Intensive Care, Emergency Care and Pain Medicine, University of Turku, Turku, Finland.
Structural brain connectivity in mild traumatic brain injury (mTBI) patients showed altered network properties, particularly in the right pars opercularis. These network changes correlate with patient outcomes, suggesting potential prognostic biomarkers.
Area of Science:
- Neuroscience
- Medical Imaging
- Network Science
Background:
- Mild traumatic brain injury (mTBI) is a leading cause of long-term disability.
- Understanding the neurobiological underpinnings of mTBI recovery is crucial for developing effective treatments.
- Brain connectivity networks are increasingly recognized as important in neurological function and dysfunction.
Purpose of the Study:
- To investigate the topology of structural brain connectivity networks after mild traumatic brain injury (mTBI).
- To determine the association between brain network properties and clinical outcomes in mTBI patients.
- To explore the potential of network properties as prognostic biomarkers for mTBI.
Main Methods:
- Structural brain connectivity networks were reconstructed using diffusion MRI and constrained spherical deconvolution-based probabilistic streamlines tractography.
- Cortical and subcortical gray matter were parcellated into 84 regions.
- Graph theoretical methods were used to analyze network properties, including global and local measures, in 85 mTBI patients and 30 controls at acute/subacute and chronic stages.
Main Results:
- No significant global differences in network properties were observed between mTBI patients and controls at either time point.
- Increased betweenness centrality in the right pars opercularis was found in mTBI patients during the chronic stage compared to controls.
- Both global (higher normalized global efficiency, degree, strength; lower small-worldness) and local network properties correlated significantly with clinical outcome, with prominent associations in the left putamen and left postcentral gyrus.
Conclusions:
- Global and local structural brain network properties are altered after mTBI and correlate with patient outcomes.
- These network properties show promise as early prognostic biomarkers for mild traumatic brain injury.
- The findings highlight the utility of network analysis in understanding mTBI pathophysiology and predicting recovery.
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