The association between statin use and outcomes in patients initiating androgen deprivation therapy.
Bibliographic record
Abstract
145 Background: Studies are conflicting regarding the association between statin use and biochemical recurrence after surgery or radiotherapy for localized prostate cancer. A handful of studies have observed favorable associations between statins and prostate cancer-specific (PCSM) and overall mortality (OS), however, this has not been studied in an advanced disease cohort nor has the combination of statins and androgen deprivation therapy (ADT) been specifically studied. Methods: Patients with PSA >3 ng/mL after >1 year following primary or salvage radiotherapy (RT) were enrolled in a randomized trial of intermittent (IAD) vs. continuous (CAD) ADT (NCT00003653). Statin use at baseline and during the study was captured and modeled as a time-dependent covariate. The primary end-point was OS. Models were adjusted for age, time from RT to ADT and PSA at baseline. As results were nearly identical between the IAD and CAD arms they are reported as aggregates unless otherwise indicated. Results: Of 1,364 patients enrolled, 585 (43%) reported statin use during the study. Statin users were younger (72.7 vs. 73.8, p=0.001) and less likely to have PSA >15 (20 vs. 25%, p=0.04). Median follow-up was 6.9 years and 524 deaths occurred. Statin use was associated with a reduced risk of overall death (HR: 0.64; 95% C.I. 0.53 – 0.78, p<0.001) and PCSM (HR: 0.64, 95% C.I. 0.48 – 0.86, p=0.003). Statin users had 14% longer time to castration resistance but this did not reach statistical significance (p=0.15). In the IAD arm, statin users had more off-treatment intervals (p=0.04) and longer time off-treatment (median: 0.85 vs. 0.64 years, p=0.06). Across 6 functional domains, statin users reported better quality of life scores. Conclusions: In men treated with ADT following primary or salvage RT, statin use was associated with improved overall and prostate cancer-specific survival and improved quality of life. In patients treated with IAD, statin use was associated with more off-treatment intervals and longer time off-treatment. A prospective trial of statins in men commencing ADT is warranted to confirm this observation.
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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 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.001 |
| Bibliometrics | 0.000 | 0.001 |
| 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) | 0.002 | 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".