The Th1 versus Th2 cytokine profile in cerebrospinal fluid after severe traumatic brain injury in infants and children
Bibliographic record
Abstract
OBJECTIVE: To further characterize the Th1 (proinflammatory) vs. the Th2 (antiinflammatory) cytokine profile after severe traumatic brain injury (TBI) by quantifying the ventricular cerebrospinal fluid concentrations of Th1 cytokines (interleukin [IL]-2 and IL-12) and Th2 cytokines (IL-6 and IL-12) in infants and children. DESIGN: Retrospective study. SETTING: University children's hospital. PATIENTS: Twenty-four children hospitalized with severe TBI (admission Glasgow Coma Scale score, <13) and 12 controls with negative diagnostic lumbar punctures. INTERVENTIONS: All TBI patients received standard neurointensive care, including the placement of an intraventricular catheter for continuous drainage of cerebrospinal fluid. MEASUREMENTS AND MAIN RESULTS: Ventricular cerebrospinal fluid samples (n = 105) were collected for as long as the catheters were in place (between 4 hrs and 222 hrs after TBI). Cerebrospinal fluid samples were analyzed for IL-2, IL-4, IL-6, and IL-12 concentrations by enzyme-linked immunoassay. Peak and mean IL-6 (335.7 +/- 41.4 pg/mL and 259.5 +/- 37.6 pg/mL, respectively) and IL-12 (11.4 +/- 2.2 pg/mL and 4.3 +/- 0.8 pg/mL, respectively) concentrations were increased (p <.05) in children after TBI vs. controls (2.3 +/- 0.7 pg/mL and 1.0 +/- 0.5 pg/mL) for IL-6 and IL-12, respectively. In contrast, peak and mean IL-2 and IL-4 concentrations were not increased in TBI children vs. controls. Increases in the cerebrospinal fluid concentration of IL-6 were significantly associated with admission Glasgow Coma Scale score of </=4 and age of </=4 yrs. Increases in cerebrospinal fluid IL-4 and IL-12 were associated with child abuse as an injury mechanism (both p </=.05 vs. accidental TBI). CONCLUSIONS: This study confirms that IL-6 levels are increased in cerebrospinal fluid after TBI in infants and children. It is the first report of increased IL-12 levels in cerebrospinal fluid after TBI in infants and children. Further, it is the first to report on IL-2 and IL-4 levels in pediatric or adult TBI. These data suggest that selected members of both the Th1 and Th2 cytokine families are increased as part of the endogenous inflammatory response to TBI. Finally, in that both IL-6 and IL-12 (but neither IL-2 nor IL-4) can be produced by astrocytes and/or neurons, a parenchymal source for cytokines in the brain after TBI may be critical to their production in the acute phase after TBI.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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 teacher head, 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".