Neurocognitive function outcomes in NRG/RTOG 0534, the SPPORT trial.
Bibliographic record
Abstract
12022 Background: RTOG 0534 established the benefit of adding of short term androgen deprivation therapy (PBRT+STADT, Arm 2) to prostate bed salvage radiotherapy (PBRT, Arm 1), and demonstrated that elective pelvic lymph node irradiation combined with STADT (PBRT+STADT+PLNRT, Arm 3) results in further reductions in progression. Longitudinal monitoring of neurocognitive function (NCF) was conducted to evaluate the hypothesis that patients treated with STADT will demonstrate greater decline in NCF compared to patients receiving PBRT alone. Methods: Patients were administered the Clinical Trial Battery [Hopkins Verbal Learning Test – Revised (HVLT-R), Trail Making Test (TMT), and the Controlled Oral Word Association (COWA) test] by certified test administrators at baseline, and at 6 weeks (6w), 1 year (1yr), and 5 years after the end of RT (5yr). Raw NCF tests scores were converted to standardized z-scores adjusted for age and education when necessary. Analyses included z-score change and reliable change index (RCI) determined decline compared to baseline, and longitudinal mixed effect regression models using z-scores. To control for multiplicity, p < 0.025 is required for statistical significance. Results: Among the 1716 analyzable patients, 429 consented to NCF monitoring. There were no significant differences in sociodemographic or clinical characteristics between arms. NCF test completion was 82, 76, 63 and 30% at baseline, 6w, 1yr, and 5yr, respectively. RCI-based NCF deterioration was more frequent in Arm 3 compared to Arm 1 at 6 weeks on Delayed Recall (16% vs. 7%, p = 0.023). Patients in Arm 3 evidenced greater z-score decline compared to patients in Arm 1 at 6w on HVLT-R Total Recall [M(SD) Z-score∆ = -0.1(1.0) vs 0.2(0.9), (p = 0.020)] and Delayed Recall [M(SD) Z-score∆ = -0.4(1.5) vs 0.1(1.2), (p = 0.012)]. Mixed effects models identified statistically significant differences in z-scores between Arm 3 and 1 at 6w on Delayed Recall [-0.541 (SE 0.178, p = 0.002)]. A statistically significant difference was observed between Arm 2 and 1 at 6w on TMTB [1.498 (SE 0.626, p = 0.017) favoring Arm 2]. Between arm differences were not seen at any other time point, or on other NCF outcomes. Conclusions: Compared to patients treated with PBRT alone, patients treated with PBRT+STADT+PLNRT exhibited greater worsening in episodic verbal learning and memory processes at 6 weeks after the end of RT, while patients treated with PBRT+STADT exhibited greater improvement in processing speed. The absence of long term or progressive cognitive decline associated with STADT-containing regimens is promising but limited by substantial missing data at year 5. FUNDING This project was supported by grants 10CA180868 (NRG Oncology Operations), U10CA180822 (NRG Oncology SDMC), CTEP from the National Cancer Institute (NCI). Clinical trial information: NCT00567580 .
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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 | 0.002 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.003 | 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".