Phase II LAPACT trial of <i>nab</i>-paclitaxel (<i>nab</i>-P) plus gemcitabine (G) for patients with locally advanced pancreatic cancer (LAPC).
Bibliographic record
Abstract
204 Background: In the phase 3 MPACT study, treatment with nab-P + G resulted in a > 3-fold reduction in primary pancreatic tumor burden vs G in patients with metastatic PC, suggesting the potential for activity against LAPC. This international, multicenter single arm, phase 2 trial (LAPACT) was designed to evaluate the efficacy and safety of an induction phase regimen of nab-P + G in previously untreated patients with LAPC. Methods: Treatment-naive patients with unresectable LAPC and Eastern Cooperative Oncology Group (ECOG) performance status ≤ 1 were enrolled. The induction phase was designed as 6 cycles of nab-P 125 mg/m2 + G 1000 mg/m2 on D 1, 8, and 15 of each 28-day cycle. After induction, patients without progressive disease or unacceptable adverse events were eligible for continued treatment with nab-P + G, chemoradiation, or surgery per investigator’s choice (IC). Surgery could occur prior to completing 6 induction cycles if the investigator deemed there had been a sufficient tumor response. The primary endpoint was time to treatment failure (TTF) in patients treated with nab-P + G as induction therapy followed by IC treatment. Key secondary endpoints included disease control rate (DCR), overall response rate (ORR), progression-free survival (PFS), and overall survival (OS). Results: Of 107 patients enrolled, 106 were evaluable for the safety analysis. No new toxicities were identified. The most common grade ≥ 3 treatment-emergent adverse events during induction were neutropenia (42%), anemia (11%), and fatigue (10%); grade 3 peripheral neuropathy occurred in 4% of patients. The most frequent reasons for discontinuing induction were adverse events (18%) and progressive disease (7%). Forty-six (43%) patients received IC treatment after induction: 13 (12%) continued nab-P + G, 17 (16%) received chemoradiation, and 16 (15%) underwent surgical resection (R0, n = 7; R1, n = 9). DCR and ORR during induction were 78% and 35%, respectively; with a median TTF of 8.6 months and median PFS of 10.2 months. Conclusion: A nab-P + G induction regimen in LAPC appears tolerable and feasible and is associated with encouraging antitumor activity and promising TTF and PFS. NCT02301143. Clinical trial information: NCT02301143.
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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 | 0.001 |
| 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 | 0.000 |
| Research integrity | 0.001 | 0.004 |
| Insufficient payload (model declined to judge) | 0.006 | 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".