AGENT: An open-label phase III study of arfolitixorin versus leucovorin in modified FOLFOX-6 for first-line treatment of metastatic colorectal cancer.
Bibliographic record
Abstract
TPS268 Background: 5-fluorouracil (5FU), in combination with folates, is an established cornerstone of metastatic colorectal cancer (mCRC) treatment. All folates currently approved for mCRC need to be metabolically activated to [6R]-5,10-methylenetetrahydrofolic acid ([6R]-MTHF), the active thymidylate synthase co-substrate that potentiates the effect of 5FU. Arfolitixorin does not require multi-step metabolic activation, and may produce higher, and less inter- and intraindividually variable, concentrations of [6R]-MTHF than leucovorin. Methods: The phase III AGENT trial (NCT03750786) is a randomized, multicenter, parallel-group study comparing the efficacy of arfolitixorin versus leucovorin in mCRC patients treated with first-line 5FU, oxaliplatin, and bevacizumab. Patients are randomized (1:1) to the investigational arm (arfolitixorin + 5FU + oxaliplatin [ARFOX] + bevacizumab) or the comparator arm (leucovorin + 5FU + oxaliplatin [modified FOLFOX-6] + bevacizumab), and treated until disease progression based on RECIST 1.1 criteria. Recruitment is ongoing, and aims to randomize 440 patients in 18 months. Eligibility criteria include non-resectable mCRC; eligibility for 5FU, oxaliplatin, and bevacizumab therapy; ECOG PS 0 or 1. The study will be conducted across approximately 100 sites in Australia, Austria, Canada, France, Germany, Greece, Japan, Spain, Sweden, and USA. The primary endpoint is objective response rate. Key secondary endpoints are progression-free survival and duration of response. Additional secondary endpoints include overall survival, quality of life, safety and tolerability, and number of patients undergoing curative metastasis resection. A translational program will evaluate expression levels of several folate metabolism- and transportation-related genes in mCRC tumor biopsies to determine their relationship to treatment outcome. A broad array of genes will analyzed, including ATP-binding cassette C3 (ABCC3) transporter, methylenetetrahydrofolate dehydrogenase 2 (MTHFD2), proton-coupled folate transporter (PCFT), and serine hydroxymethyltransferase 1 (SHMT1). Interim data are expected in mid 2020. Clinical trial information: NCT03750786.
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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) | 0.002 | 0.001 |
| Meta-epidemiology (broad) | 0.003 | 0.002 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.002 | 0.000 |
| Research integrity | 0.002 | 0.004 |
| Insufficient payload (model declined to judge) | 0.011 | 0.003 |
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".