Long-term results from NRG-GI002: A phase II clinical trial platform using total neoadjuvant therapy (TNT) in locally advanced rectal cancer (LARC).
Bibliographic record
Abstract
7 Background: This NCTN multi-arm randomized phase II modular clinical trial platform utilizes TNT with parallel experimental arms (EAs) in LARC. EAs are not intended for direct comparison, but rather to concurrently randomized control arm (CA) patients. Primary endpoint (EP) and available secondary EPs (from EA1 using veliparib [V], PARPi; and EA2 using pembrolizumab [P], anti-PD-1) have been previously reported. We present long-term outcomes of all pts enrolled (NCT02921256). Methods: Stage II/III pts with MSS LARC (with any ONE of the following: distal location [cT3-4 ≤5cm from anal verge, any N]; bulky [any cT4 or tumor within 3mm of mesorectal fascia]; high risk for metastatic disease [cN2]; or not a sphincter-sparing surgery [SSS] candidate) were randomized to CA (neoadjuvant FOLFOX [x 4mo] → chemoRT [capecitabine with 50.4Gy] → surgery 8-12 wks later). EA1 added V (400mg PO BID) and EA2 added P (200mg IV Q3 wks x 6 doses) each concurrent with chemoRT. Primary EP: 4-point reduction in Neoadjuvant Rectal Cancer (NAR) score with a one-sided α=0.10, 80% power. NAR compared by linear model controlling for clinical T4 at entry (Y/N). Secondary EPs: OS, DFS. p-values are two-sided. Results: From 10/2016-2/2018, 178 pts were randomized (88 CA, 90 EA1). From 8/2018-5/2019, 185 pts were randomized (95 CA, 90 EA2). Baseline characteristics were previously reported. Median follow-up is 3.50 yrs for the 1st comparison. Median follow-up is 3.15 yrs for the 2nd comparison. Updated primary and long-term secondary outcomes are in the table. Conclusions: With longer follow-up, addition of V to TNT provided no significant differences in the NAR score or 3yr outcomes. The addition of P to TNT was associated with a statistically significant improvement in 3yr OS, but not DFS. Correlative molecular analyses are ongoing. Support: U10CA180868, -180822; UG1-189867; U24-196067; AbbVie; Merck. Clinical trial information: NCT02921256 . [Table: see text]
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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 | 0.003 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.003 |
| Insufficient payload (model declined to judge) | 0.005 | 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".