Prognostic Value of Albuminuria and Influence of Spironolactone in Heart Failure With Preserved Ejection Fraction
Bibliographic record
Abstract
BACKGROUND: Albuminuria predicts adverse events in heart failure with preserved ejection fraction. No therapies to date have reduced albuminuria in heart failure with preserved ejection fraction. METHODS AND RESULTS: We analyzed 1175 participants from the Americas from the TOPCAT study (Treatment of Preserved Cardiac Function Heart Failure With an Aldosterone Antagonist) with urinary albumin:creatinine ratio (UACR) measurements at baseline. We examined the association of UACR with the primary outcome (cardiovascular death, aborted cardiac arrest, or heart failure hospitalization) and its individual components, all-cause mortality, and several safety end points using multivariable-adjusted Cox regression. We evaluated whether spironolactone reduced albuminuria at the 1-year visit in a subpopulation (N=744). Thirty-five percent had microalbuminuria, 13% had macroalbuminuria, and 80% were receiving angiotensin-converting enzyme inhibitors or angiotensin receptor blockers. Increasing UACR was associated with male sex, higher systolic blood pressure, diabetes mellitus, and renal dysfunction. Macroalbuminuria (hazard ratio, 1.67; 95% CI, 1.22-2.28) and microalbuminuria (hazard ratio, 1.47; 95% CI, 1.15-1.86) were independently associated with the TOPCAT primary end point (compared with normoalbuminuria). Adjusting for placebo response, spironolactone reduced albuminuria by 39% in all participants at the 1-year visit compared with baseline (geometric mean ratio, 0.61; 95% CI, 0.49-0.77) and by 76% (geometric mean ratio, 0.24; 95% CI, 0.10-0.56) among those with macroalbuminuria. Reducing UACR by 50% was independently associated with a reduction in heart failure hospitalization (hazard ratio, 0.90; P=0.017) and all-cause mortality (hazard ratio, 0.91; P=0.019). The change in UACR was significantly associated with change in systolic blood pressure ( P=0.001). CONCLUSIONS: In TOPCAT, albuminuria was independently associated with worse cardiovascular outcomes. Spironolactone significantly reduced albuminuria compared with placebo. Reducing albuminuria was independently associated with improved outcomes. CLINICAL TRIAL REGISTRATION: URL: https://www.clinicaltrials.gov . Unique identifier: NCT00094302.
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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 | 0.001 | 0.005 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.001 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 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".