Impact of Frailty and Prefrailty on Outcomes of Transcatheter or Surgical Aortic Valve Replacement
Bibliographic record
Abstract
Background: Randomized trials have shown short- and mid-term benefits with transcatheter versus surgical aortic valve replacement (TAVR versus SAVR) for patients at intermediate or low-risk for surgery. Frailty and prefrailty could explain some of this benefit due to an impaired ability to recover fully from a major surgical procedure. Methods: We examined 2-year outcomes (survival and Kansas City Cardiomyopathy Questionnaire [KCCQ] scores) among patients at intermediate or low surgical risk treated with transfemoral-TAVR or SAVR within the PARTNER (Placement of Aortic Transcatheter Valves) 2A trial, SAPIEN 3 intermediate-risk registry, and PARTNER 3 trial. Frailty was examined as a continuous variable based on grip strength, gait speed, serum albumin, and activities of daily living. We tested the interaction of frailty markers by treatment (TAVR versus SAVR) in proportional hazards regression models (survival) and piecewise linear regression models (KCCQ), adjusting for patient demographic and clinical factors. Results: Among the 3025 patients in the analytic cohort (2003 TAVR, 1022 SAVR; mean age 79.3 years, 61.6% men), 799 (26.4%) were nonfrail, 2041 (67.5%) were prefrail (1–2 frailty markers), and 185 (6.1%) were frail (3–4 frailty markers). Increasing frailty (none versus prefrail versus frail) was associated with higher 2-year mortality (5.5% versus 11.1% versus 22.8%; log-rank P <0.001) and worse 2-year health status among survivors (KCCQ scores adjusted for baseline: 84.8 versus 79.6 versus 77.4, P <0.001). In multivariable models, there were no significant interactions between frailty markers and treatment group for either survival (interaction P =0.39) or health status (interaction P >0.47 for all time points). Conclusions: In a cohort of older patients with severe aortic stenosis who were at low or intermediate surgical risk, increasing frailty markers were associated with worse 2-year mortality and greater health status impairment after either TAVR or SAVR, but there were no significant interactions between type of valve replacement and frailty with respect to either outcome.
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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 | 0.019 |
| Bibliometrics | 0.000 | 0.000 |
| 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) | 0.001 | 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 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".