Abstract 14246: Right Atrial Dilation and Conduit Dysfunction is Associated With Significant Pulmonary Insufficiency in Tetralogy of Fallot: Assessment of a New Normative Dataset
Bibliographic record
Abstract
Background: Right atrial (RA) size and dysfunction predicts adverse clinical outcomes in adult Tetralogy of Fallot (TOF); however limited normative or TOF data are published in children. We aimed to develop and validate 2-dimensional echocardiography normal values for RA size and function in children, by comparison with the RA of children with TOF and to determine the RA size and functional trajectory in TOF after initial repair. Methods: We prospectively imaged 156 healthy children, 13 days to 18 years, and measured RA area at end systole (RAAs), onset of ECG p wave (RAAp) and at end diastole (RAAd), to calculate total RA emptying fraction (EF) (RAAs - RAAd / RAAs), conduit EF (RAAs - RAAp / RAAs), and active EF (RAAp - RAAd /RAAs). Z-scores were developed using BSA indexing. We analysed studies at <1, 3-4 and 6-7 years of age in 22 patients with TOF with sub-analysis according to degree of pulmonic regurgitation: none to mild (G1 n=7) vs. moderate or greater (G2 n=15). Results: RA area indexed to a best-fit power of BSA was homoscedastic. Normal RA conduit EF increased, and RA active EF decreased until a BSA ~1 m 2 before stabilizing, and was best fit by a linear spline function, node at BSA 1 m 2 (Figure 1). TOF RA was dilated early after repair and normalized by 4 years in G1 but not G2. Total RA EF and conduit EF, but not active EF were persistently reduced (Table 1). Conclusion: Using new z-score formulas for indexed RA size and EF, we demonstrate persistent RA dilation and conduit dysfunction in TOF is associated with significant pulmonary regurgitation. Future work will explore the potential utility of RA size and function in prediction of right heart normalization post-pulmonary valve replacement.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.002 | 0.008 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.000 |
| Insufficient payload (model declined to judge) | 0.002 | 0.001 |
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".