Abstract 14404: The Fontan Udenafil Exercise Longitudinal Trial Subgroup Analysis
Bibliographic record
Abstract
Background: The Pediatric Heart Network’s Fontan Udenafil Exercise Longitudinal (FUEL) Trial (Mezzion Pharma Co. Ltd., NCT 02741115) demonstrated improvements in exercise capacity and ventricular performance following six months of treatment with udenafil (87.5 mg twice daily). In this analysis we evaluated whether subgroups within the population experienced a differential effect on exercise performance in response to treatment. Methods: The effect of udenafil on exercise was evaluated within subgroups defined by gender, race, ventricular morphology, and baseline peak oxygen consumption (VO 2 ). Linear regression modeling evaluated for differential response to udenafil (interaction of subgroup with treatment arm). Individual subgroups were excluded if the number of participants was <5% of total. As the FUEL Trial was not powered for subgroup analysis, all analyses were viewed as exploratory. Results: Subgroup analyses demonstrated qualitative improvements in peak VO 2 , work rate at the ventilatory anaerobic threshold (VAT), VO 2 at VAT, and ventilatory efficiency (VE/VCO 2 ) for those randomized to udenafil compared to placebo in all subgroups (Table). There was not a differential response to udenafil based on gender, race, ventricular morphology, or baseline peak VO 2 , although participants in the lowest tertile of baseline peak VO 2 and those with single left ventricles trended toward larger improvements. Conclusion: The relatively uniform improvement among subgroups in response to treatment with udenafil is consistent with the findings from the primary analysis of the FUEL trial. While the absence of a statistically significant differential effect between subgroups suggests that the effect of udenafil may not be gender, race, or morphology specific, and may not vary based on baseline exercise performance, the possibility of a larger improvements in those with poor baseline peak VO 2 and those with single left ventricle warrants further investigation.
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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 | 0.006 | 0.007 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.002 | 0.004 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.005 | 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".