Relationship Between Remote, Ambulatory Pulmonary Artery Pressures, and All-Cause Mortality in Patients With Chronic Heart Failure
Bibliographic record
Abstract
BACKGROUND: Hemodynamically guided management of patients with chronic heart failure (HF), using a remote, ambulatory pulmonary artery (PA) pressure monitor, has been shown to reduce mortality and morbidity. These improved outcomes were associated with a reduction in PA pressure. However, several pivotal questions remain unanswered: do systolic, diastolic, or mean PA pressures each predict all-cause mortality? Do PA pressures predict mortality across the ejection fraction (EF) spectrum? Do increases or decreases in PA pressure over time predict increases or decreases in mortality? METHODS: Retrospective analyses of data from CHAMPION (CardioMEMS Heart Sensor Allows Monitoring of Pressure to Improve Outcomes in NYHA Class III Heart Failure Patients; n=550), GUIDE-HF (Hemodynamic-GUIDEed management of Heart Failure; n=2358), US PAS (CardioMEMS HF System Post Approval Study; n=1200), and MEMS-HF (CardioMEMS Monitoring Study for Heart Failure; n=234) were performed, including all enrolled patients regardless of treatment assignments (Total N=4342). PA systolic, PA diastolic, and PA mean pressures were examined in patients with HF and reduced EF (<50%, n=2562) and preserved EF (≥50%, n=1454). Baseline pressure (averaged over 14 days after implantation) and change in pressure (increase/decrease/no change) from baseline to 6 months (averaged over 14 days just before the 6-month time point) were related to all-cause mortality over a 2-year follow-up period. RESULTS: Baseline PA diastolic, independent of other covariates, was a significant predictor of mortality (hazard ratio, 1.04 [95% CI, 1.03–1.05]; P <0.0001). Change in PA diastolic from baseline to 6 months (assessed as a continuous variable) was an independent predictor of mortality after 6 months (landmark analysis; hazard ratio, 1.03 [95% CI, 1.01–1.05]; P =0.0042). Change in PA diastolic from baseline to 6 months(assessed as a categorical variable) decrease or increase of >2 mm Hg compared with no change predicted a 14.7% decrease and 26.7% increase in mortality, respectively ( P =0.0237). PA systolic and PA mean pressures in both HF with reduced EF and HF with preserved EF patients, for both baseline and change from baseline to 6 months, were also predictive of all-cause mortality. CONCLUSIONS: Baseline PAP (systolic, diastolic, and mean) and change in PAP (systolic, diastolic, and mean) from baseline to 6 months were independent predictors of 2-year mortality in patients with chronic HF in both preserved and reduced EF. REGISTRATION: URL: https://www.clinicaltrials.gov ; Unique identifiers: CHAMPION, NCT00531661; GUIDE-HF, NCT03387813; USPAS, NCT02279888; MEMS-HF, NCT02693691.
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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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 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 | 0.000 |
| 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".