Abstract TP406: Ipsilesional Myelination is Impaired in Children With Perinatal Arterial Stroke
Bibliographic record
Abstract
Introduction: Stroke is a leading cause of perinatal brain injury and cerebral palsy. Current therapeutic efforts focus on optimizing developmental curves but the biological processes dictating these outcomes are poorly understood. Alterations in myelination are recognized as a major determinant of outcome in preterm brain injury but are unexplored in perinatal stroke (PS). Hypothesis: Ipsilesional delays in myelination occur in children with PS and are associated with poor developmental outcome. Methods: Participants were identified through the Alberta Perinatal Stroke Project, a population-based research cohort. Inclusion criteria were: 1) MRI-confirmed, unilateral arterial PS, 2) T1-weighted MRI >6mo, 3) absence of other neurological disorders, 4) neurological outcome (Pediatric Stroke Outcome Measure, PSOM), and 5) motor assessments (Assisting Hand Assessment, AHA; Melbourne Assessment). FreeSurfer software measured hemispheric asymmetry in myelination intensity. A second method using ImageJ validated the detection of myelination asymmetry. Overall PSOM scores were classified as poor (>1) or not. Repeated measures ANOVA compared perilesional, ipsilesional remote, and contralesional homologous regions. Myelination ratios for stroke cases were compared to typically developing controls (t-test), PSOM scores (t-test), and motor assessments (Pearson’s correlation). Results: Nineteen arterial stroke cases (mean age: 13.73±4.0yo) and 27 controls (mean age: 12.52±3.7yo) were studied. Stroke cases showed a greater degree of asymmetry with lower myelination in the lesioned hemisphere, compared to controls (p<0.001). Myelination in perilesional regions was decreased compared to ipsilesional remote (p<0.001) and contralesional homologous areas (p<0.001). Ipsilesional remote regions were decreased compared to homologous regions on the contralesional hemisphere (p=0.009). Contralesional myelination was also less than controls (p<0.001). Myelination ratios were not associated with PSOM, AHA, or Melbourne scores (p=0.144, 0.218, 0.366 respectively). Conclusion: Myelination of uninjured brain in the lesioned hemisphere is altered in children with PS. Further study is required to determine clinical significance.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.004 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".