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Assessment of White Matter Integrity after Pediatric Traumatic Brain Injury
Kacie L Wright1, Ramona O Hopkins2, Frank E Robertson3
1Psychology Department, Brigham Young University, Provo, Utah, USA.
Abstract:
White matter (WM) abnormalities, such as atrophy and hyperintensities (WMH), can be accessed via magnetic resonance imaging (MRI) after pediatric traumatic brain injury (TBI). Several methods are available to classify WM abnormalities (i.e., total WM volumes and WMHs), but automated and manual volumes and clinical ratings have yet to be compared in pediatric TBI. In addition, WM integrity has been associated reliably with processing speed. Consequently, methods of assessing WM integrity should relate to processing speed to have clinical application. This study had two goals: (1) to compare Scheltens rating scale, manual tracing, FreeSurfer, and NeuroQuant® methods of assessing WM abnormalities, and (2) to relate WM methods to processing speed scores. We report findings from the Social Outcomes of Brain Injury in Kids (SOBIK) study, a multi-center study of 60 children with chronic TBI (65% male) from ages 8-13. Scheltens WMH ratings had good to excellent agreement with WMH volumes for both NeuroQuant (ICC = 0.62; r = 0.29, p = 0.005) and manual tracing (ICC = 0.82; r = 0.50, p = 0.000). NeuroQuant WMH volumes did not correlate with manually traced WMH volumes (r = 0.12, p = 0.21) and had poor agreement (ICC = 0.24). NeuroQuant and FreeSurfer total WM volumes correlated (r = 0.38, p = 0.004) and had fair agreement (ICC = 0.52). The WMH assessment methods, both ratings and volumes, were associated with processing speed scores. In contrast, total WM volume was not related to processing speed. Measures of WMH may hold clinical utility for predicting cognitive functioning after pediatric TBI.
Insights
Assessing white matter hyperintensities (WMH) in children with traumatic brain injury (TBI) using various MRI methods showed that WMH measures, unlike total white matter volume, correlate with processing speed, suggesting clinical utility.
Area of Science:
- Neuroimaging
- Pediatric Neurology
- Traumatic Brain Injury
Background:
- White matter (WM) abnormalities, including atrophy and white matter hyperintensities (WMH), are common after pediatric traumatic brain injury (TBI).
- Magnetic resonance imaging (MRI) is used to assess these WM changes.
- The clinical utility of different WM assessment methods in pediatric TBI requires comparison, especially regarding their relationship with cognitive function like processing speed.
Purpose of the Study:
- To compare four methods (Scheltens rating scale, manual tracing, FreeSurfer, NeuroQuant®) for assessing WM abnormalities in pediatric TBI.
- To determine the relationship between these WM assessment methods and processing speed in children with chronic TBI.
Main Methods:
- The study analyzed data from the Social Outcomes of Brain Injury in Kids (SOBIK) study, involving 60 children (ages 8-13) with chronic TBI.
- Compared Scheltens WMH ratings and volumetric WMH/total WM measures from NeuroQuant® and FreeSurfer against manual tracing.
- Correlated WM measures with processing speed scores.
Main Results:
- Scheltens WMH ratings showed good to excellent agreement with WMH volumes from NeuroQuant® and manual tracing.
- NeuroQuant® WMH volumes had poor agreement with manual tracing.
- NeuroQuant® and FreeSurfer total WM volumes showed moderate correlation and fair agreement.
- WMH assessment methods (ratings and volumes) were associated with processing speed, while total WM volume was not.
Conclusions:
- WMH assessment methods, particularly ratings and volumes, demonstrate potential clinical utility in predicting cognitive functioning, specifically processing speed, after pediatric TBI.
- Total white matter volume is not a reliable indicator of processing speed in this population.
- Further research into WMH assessment is warranted for clinical application in pediatric TBI outcomes.
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