Abstract 17967: Systemic Hypertension in Children After Superior Cavo-pulmonary Shunt is Associated With Cerebrovascular Dysautoregulation
Bibliographic record
Abstract
Introduction: Hypertension is frequently seen after superior cavo-pulmonary shunt. It is unknown if hypertension is necessary to maintain cerebral blood flow due to increased cerebral venous pressure. We sought to determine the range of arterial blood pressures (ABP) associated with intact and impaired autoregulation after superior cavo-pulmonary shunt. Hypothesis: Hypertension (mean ABP>60 mmHg) is associated with cerebrovascular dysautoregulation after superior cavo-pulmonary shunt. Methods: All patients < 12 months undergoing superior cavo-pulmonary shunt from 10/2014 were eligible. Subjects underwent continuous 100 Hz monitoring of ABP, pulmonary arterial pressure (PAP), and near-infrared spectroscopy measurements of cerebral oximetry (rSO 2 ) and cerebral blood volume (CBV). Cerebrovascular autoregulation was measured by the hemoglobin volume index (HVx). ABP and CBV were low-pass filtered as 10 sec average values. Pearson’s correlation coefficient was performed over 300 sec windows. The associations between HVx changes relative to ABP and PAP were tested using linear regression with generalized estimation of equations. Optimal ABP and PAP defined by lowest HVx was determined using a curve-fit algorithm. The relationship between PAP and ABP was tested by piecewise regression. Results: Ten patients were enrolled. Median age and weight were 6.5 months and 6.2 kg. Optimal ABP and PAP were obtained in 7/10. HVx became impaired with increased ABP (top panel) and increased PAP (middle panel), indicating worse cerebrovascular dysautoregulation. PAP increased with increasing ABP (r = 0.55, p<0.0001) with an intercept of 72 mmHg above which ΔPAP/ΔABP doubled from 0.23 [0.22- 0.24] to 0.46 [0.43 - 0.49] (bottom panel). Elevations of ABP above optimal for HVx did not improve rSO2 (p>0.05). Conclusion: Hypertension after superior cavo-pulmonary shunt is associated with elevated PAP, no improvement in rSO 2 , and cerebrovascular dysautoregulation.
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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 | 0.001 |
| 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 | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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".