Voxelwise Lesion Symptom Mapping in Pediatric TBI: An ENIGMA Mega-Analysis
Dennis, E. L.; Blake, L.; Deutscher, E. M.; Hafen, M.; Hartsell, E. M.; Hovenden, E. S.; Johnson, J.; Keleher, F.; McCabe, C.; Mitchell, J.; Read, E. N.; Reading, M.; Thayn, D. B.; Asarnow, R. F.; Babikian, T.; Bartnik-Olson, B.; Bigler, E. D.; Caeyenberghs, K.; DeMaster, D.; Ewing-Cobbs, L.; Giza, C. C.; Hoskinson, K. R.; Koenigs, M.; Max, J. E.; Merkley, T.; Newsome, M. R.; Olsen, A.; Ryan, N. P.; Spitz, G.; Suskauer, S. J.; Wheeler, A. L.; Zielinski, B. A.; Lindsey, H. M.; Wilde, E. A.
Show abstract
Focal lesions are common after complicated mild-to-severe traumatic brain injury (cmsTBI) in children, yet it is unclear whether the location of focal damage relates to cognitive outcome beyond overall lesion burden. Combining 13 international cohorts through the ENIGMA Pediatric cmsTBI working group, we conducted voxelwise lesion-symptom mapping (VLSM) to test whether focal lesion location relates to cognitive outcome, and how this compares with overall lesion volume. From 357 patients with imaging that passed quality assurance, 67 had a focal lesion visible on T1-weighted MRI along with at least one performance-based cognitive outcome (D-KEFS Trail Making conditions and WISC/WAIS Coding). We tested whether lesion location related to cognitive outcome using VLSM, adjusting for age, sex, and time since injury, and separately tested total lesion volume as a predictor of each outcome. Lesions in the right middle frontal gyrus were associated with poorer performance on number sequencing (D-KEFS Trail Making condition 2), a timed visuomotor sequencing task (false discovery rate corrected). In separate regression analyses, greater lesion volume was associated with poorer number-letter switching and motor speed. The switching association remained significant after adjusting for injury severity, whereas the motor-speed association did not. In the largest lesion sample assembled in pediatric cmsTBI to date, focal lesion location and injury burden index separable contributions to cognitive outcome, with number sequencing linked to focal prefrontal damage and switching and motor speed to overall lesion volume, underscoring the value of precise lesion characterization for large-scale multi-site neuroimaging.
Matching journals
The top 5 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Longitudinal changes of ADHD symptoms in association with white matter microstructure: a tract-specific fixel-based analysis 92%
- Automated detection of axonal damage along white matter tracts in acute severe traumatic brain injury 92%
- Neuroimaging correlates of symptom burden and functional recovery following mild traumatic brain injury: A systematic review 91%
Similar papers in this journal
- Longitudinal multimodal neuroimaging after traumatic brain injury 94%
- Altered Lateralization of the Cingulum in Deployment-Related Traumatic Brain Injury: An ENIGMA Military-Relevant Brain Injury Study 94%
- Functional rerouting via the structural connectome is associated with better recovery after mild TBI 93%
Similar papers in this journal
- Distinct clinical phenotypes and their neuroanatomic correlates in chronic traumatic brain injury 95%
- White matter abnormalities characterise the acute stage of sports-related mild Traumatic Brain Injury 92%
- Repetitive subconcussion results in disrupted neural activity independent of concussion history 92%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.