Phase II trial of pharmacodynamically (PDally)-guided optimal biologic dose titration (OBDT) of sorafenib (S) in combination with metronomic cyclophosphamide (mC) in advanced neuroendocrine tumors (aNET)
Bibliographic record
Abstract
3526 Background: There is a paucity of reliable PD assays for guiding individual OBDT. PD effects of kinase inhibitors have been previously measured in static tissues. We developed a dynamic flow-cytometric PD assay that quantitates RAF signal transduction capacity (STC) based on the differential MEK´s phosphor-status in stimulated vs. basal conditions (phosphor-shift [PS]) in PBMCs. In a pilot study of 7 patients (pt) with advanced solid tumors in a phase I trial (unpublished data) the % of PS inhibition (I) 7 days after starting S at 400 mg BID showed a 10-fold interpatient variation and correlation with TTP. PDGFR-B/VEGFR2 blockade plus mC showed synergistic effect in the RIP1-Tag2 mouse NET model (J Clin Oncol. 23:939) In this phase II trial of aNET a double antiagniogenic strategy is undertaken: PD-guided OBDT of S + mC. Methods: Eligibility criteria included: unresectable NET with documented PD within 6 months prior to entry; ECOG 0–2; unlimited prior therapy but S; octreotide allowed. Therapy: pt start run-in phase with S at 200mg bid + 50 mg QD fixed dose of mC. After 7 d they escalate to 400 mg BID of S regardless of RAF STC assay results. RAF STC and toxicity are then assessed Q14d, escalating S at 200 mg BID increments until any of the following is achieved: a) 90% RAF STC I; b) maximum S dose of 800 mg BID; or c) intolerable Gr 2 or G3+ toxicity. Once S dose is determined based on these criteria, cycle 1 begins. Design: Simon 2-stage optimal; P0 = 0.05 P1 = 0.2; α =0.05 β = 0.1. Results: Accrual: 10 pt M:F = 6:4, islet cell:carcinoid = 5:5, age median 56 (40–79), ECOG 0:1 = 5:5. S doses (mg BID) at cycle 1 were 200 (2 pt)/400 (5)/600 (2)/800 (1); corresponding cycle 1 day 1RAF STC I (%) were 5, 53/94, 100, 95, 16, 65/25, 41/71, respectively (R2 = 0.13 p = 0.72) Most frequent Gr 3 non-hematologic possibly related adverse events in 30 cycles: hand-foot (2 pt), hypertension, abdominal pain, diarrhea, vomiting, lipase, ileal perforation (1 each). Disease control rate (9 evaluable pt): 78% (95% CI: 52–100%) (1PR, 6 SD). Conclusions: This approach appears feasible/safe. Large interpatient S dose differences are needed to achieve RAF SCT I/toxicity balance. No S dose-RAF SCT I relation is shown. Disease control rate is promising. No significant financial relationships to disclose.
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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 | 0.002 |
| 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".