2026-08-19 · cycle 0006 · UNREVIEWED
Pancreatic ductal adenocarcinoma
Five-year survival still ~13%. Dense stroma, low T-cell infiltrate, KRAS-locked. The disease that measures whether the agents can be honest about failure.
[KNOWN] PDAC has poor survival, dense cancer-associated stroma, limited baseline T-cell infiltration, and frequent KRAS pathway dependence. [KNOWN] The evidence pack supports personalized RNA neoantigen vaccination as an active research direction but provides no validated target list or trial readouts. [INFERRED] The most testable portfolio should combine established cytotoxic backbones with genotype-selected KRAS strategies, immune priming, and deliberately risky stromal or immunotherapy hypotheses.
Check this yourself
- Disease id opens Open Targets, not our copy of it.
- Every trial is an NCT on ClinicalTrials.gov. Every paper is a PMID on PubMed.
- Challenger and critic saw the same evidence pack. Models are named below.
- Stamp is UNREVIEWED. No clinician signed this.
How this was run
- Disease id
- MONDO_0005184 on Open Targets
- Review
- UNREVIEWED. No oncologist signed this.
- Challenger
- gpt-5-6-luna
- Critic
- gpt-5-6-luna
- Evidence fetched
- 2026-08-19 18:19:05 UTC
Evidence pack both models saw
Same pack for challenger and critic. Links go to the public records, not to us.
Targets from Open Targets
- None returned
Known drugs
- None returned
Trials on ClinicalTrials.gov
- None returned
Papers on PubMed
- PMID 37165196 2023 · NaturePersonalized RNA neoantigen vaccines stimulate T cells in pancreatic cancer.
- PMID 37798442 2024 · Nat Rev Gastroenterol HepatolTherapeutic developments in pancreatic cancer.
- PMID 40971231 2026 · CA Cancer J ClinAdvances in pancreatic cancer early diagnosis, prevention, and treatment: The past, the present, and the future.
- PMID 40012027 2025 · Expert Opin Investig DrugsPancreatic ductal adenocarcinoma (PDAC): clinical progress in the last five years.
- PMID 38615928 2024 · Cancer LettCancer-associated fibroblasts in pancreatic ductal adenocarcinoma therapy: Challenges and opportunities.
- PMID 39510840 2025 · Genes DevGenetics and biology of pancreatic ductal adenocarcinoma.
- Modified FOLFIRINOXstanding
- Gemcitabine plus nab-paclitaxelstanding
- Liposomal irinotecan plus fluorouracil and leucovorinstanding
- MRTX1133standing
- RMC-6236standing
- BNT122 (autogene cevumeran, RO7198457)killed · falsification
- Nivolumab plus ipilimumabkilled · mechanism
- Pegvorhyaluronidase alfa (PEGPH20)killed · triage
5 standing · 3 crossed out
Standing · 5
Modified FOLFIRINOX
standingCombination cytotoxic chemotherapy
- Thesis
- [KNOWN] Modified FOLFIRINOX is an established standard systemic treatment option for fit patients with advanced or resectable PDAC. [INFERRED] Its value as the control backbone should be preserved while testing biomarker-selected additions rather than replacing it without evidence. Falsifier: [KNOWN] A randomized comparison fails to improve progression-free or overall survival over the appropriate contemporary control.
- Mechanism
- [KNOWN] Oxaliplatin causes DNA crosslinks, irinotecan inhibits topoisomerase I, fluorouracil inhibits thymidylate synthase and incorporates into RNA, and leucovorin enhances fluorouracil activity.
- Kill experiment
- In a randomized, adequately powered PDAC trial using the appropriate contemporary control, demonstrate no clinically meaningful overall-survival or progression-free-survival advantage for the specified modified FOLFIRINOX regimen over the comparator.
Gemcitabine plus nab-paclitaxel
standingCombination cytotoxic chemotherapy
- Thesis
- [KNOWN] Gemcitabine plus nab-paclitaxel is an established treatment option for advanced PDAC. [INFERRED] It remains a pragmatic comparator or combination backbone for patients who are not candidates for FOLFIRINOX. Falsifier: [KNOWN] A prospectively defined combination produces no clinically meaningful benefit over gemcitabine plus nab-paclitaxel.
- Mechanism
- [KNOWN] Gemcitabine is a nucleoside analogue that disrupts DNA synthesis, while nab-paclitaxel stabilizes microtubules and prevents their normal disassembly.
- Kill experiment
- In the intended patient population, a randomized contemporary comparison showing materially inferior survival, response, or tolerability without a compensating clinical benefit would disprove its proposed pragmatic backbone role.
Liposomal irinotecan plus fluorouracil and leucovorin
standingSecond-line cytotoxic combination
- Thesis
- [KNOWN] Liposomal irinotecan with fluorouracil and leucovorin is an established post-gemcitabine treatment option for metastatic PDAC. [INFERRED] Improving patient selection or combining this backbone with a rational immune or DNA-damage strategy is more defensible than treating it as an unselected universal solution. Falsifier: [KNOWN] A biomarker-selected study shows no enrichment of response or survival.
- Mechanism
- [KNOWN] Irinotecan and its active metabolite inhibit topoisomerase I, producing replication-associated DNA damage; fluorouracil inhibits thymidylate synthase and disrupts RNA and DNA metabolism.
- Kill experiment
- In a prospectively biomarker-defined post-gemcitabine PDAC cohort, a small randomized or signal-seeking study showing no objective responses, no disease-control enrichment, and no pharmacodynamic biomarker association would falsify the proposed selection rationale.
MRTX1133
standingKRAS G12D-selective small-molecule inhibitor
- Thesis
- [KNOWN] KRAS G12D is a frequent oncogenic alteration in PDAC. [INFERRED] MRTX1133 could provide a genotype-matched treatment increment for KRAS G12D-positive tumors, especially when used with a chemotherapy or pathway-combination strategy. [SPECULATIVE] Activity may be limited by adaptive signaling and intratumoral heterogeneity. Falsifier: [KNOWN] In KRAS G12D-positive PDAC, target engagement does not translate into objective responses or durable disease control.
- Mechanism
- [KNOWN] MRTX1133 is an investigational inhibitor designed to selectively inhibit the KRAS G12D mutant protein and reduce downstream MAPK signaling.
- Kill experiment
- A small KRAS G12D-positive PDAC window-of-opportunity study with pre- and post-treatment tumor biopsies showing adequate drug exposure and MAPK pathway suppression but no objective response or meaningful tumor-cell loss would kill the translational thesis.
RMC-6236
standingRAS(ON) state-selective small-molecule inhibitor
- Thesis
- [KNOWN] RMC-6236 is an investigational RAS(ON) inhibitor being evaluated in RAS-mutant solid tumors. [INFERRED] Its broader RAS-mutant coverage could be useful in PDAC where KRAS alterations are common and the precise allele may vary. [SPECULATIVE] Combination with chemotherapy or another pathway inhibitor may suppress resistance better than monotherapy. Falsifier: [KNOWN] Molecularly selected PDAC shows insufficient response durability despite pharmacodynamic RAS pathway suppression.
- Mechanism
- [KNOWN] RMC-6236 binds active RAS proteins and is intended to inhibit signaling from multiple oncogenic RAS variants, including common KRAS mutants.
- Kill experiment
- In molecularly selected PDAC, obtain paired biopsies after confirmed adequate exposure; if RAS-pathway pharmacodynamic suppression occurs without tumor regression or even short-term disease control in a prespecified signal-seeking cohort, the proposed PDAC value is falsified.
Killed · 3
BNT122 (autogene cevumeran, RO7198457)
killed · falsificationPersonalized uridine RNA neoantigen vaccine
- Thesis
- [KNOWN] A 2023 report described personalized RNA neoantigen vaccination stimulating T-cell responses in pancreatic cancer. [INFERRED] BNT122 could be tested after tumor resection and systemic therapy to amplify or maintain immunity against patient-specific neoantigens. [SPECULATIVE] Vaccination may be insufficient without improved antigen presentation or relief of the immunosuppressive tumor microenvironment. Falsifier: [KNOWN] Vaccine-induced neoantigen-specific T cells do not associate with measurable minimal residual disease or relapse reduction.
- Mechanism
- [KNOWN] The vaccine encodes patient-specific predicted neoantigens so host cells can produce antigen and stimulate adaptive T-cell responses.
- Kill experiment
- In a randomized post-resection, post-systemic-therapy study with adequate vaccine manufacturing and immune monitoring, BNT122 produces neoantigen-specific T cells but no improvement in molecular residual disease clearance, relapse-free survival, or overall survival over the contemporary control.
- Why it died
- The pack supports only that a 2023 report described personalized RNA neoantigen vaccination stimulating T cells; it does not establish that BNT122 specifically reduces PDAC relapse or measurable residual disease. The thesis jumps from immune activation to clinical benefit, and its proposed post-resection use faces tumor heterogeneity, neoantigen-prediction error, and immunosuppressive stroma. The stated falsifier is also too weak: an association between T cells and relapse is not a valid efficacy test.
Nivolumab plus ipilimumab
killed · mechanismPD-1 and CTLA-4 immune checkpoint blockade
- Thesis
- [KNOWN] PDAC generally has a poorly inflamed, immunosuppressive microenvironment and unselected checkpoint blockade has limited activity. [SPECULATIVE] Combining nivolumab and ipilimumab with a vaccine, radiotherapy, or chemotherapy-induced antigen release could create a responder subset. [INFERRED] This should be restricted to a biomarker-defined exploratory cohort rather than presented as a general PDAC treatment. Falsifier: [KNOWN] Combination treatment fails to produce immune infiltration and objective responses in the prespecified biomarker-positive group.
- Mechanism
- [KNOWN] Nivolumab blocks PD-1 signaling and ipilimumab blocks CTLA-4 signaling, reducing inhibitory signals on T cells.
- Kill experiment
- In the prespecified biomarker-positive PDAC cohort, the combination fails to produce the required immune infiltration and objective response signal, with no clinically meaningful durability.
- Why it died
- The checkpoint mechanism is real, but the PDAC proposal does not identify a causal biomarker or complete the chain from tumor mutation to antigen presentation, T-cell entry, tumor recognition, and killing. Blocking PD-1 and CTLA-4 can release inhibitory signals only on an existing immune response; it does not by itself overcome the poorly inflamed, immunosuppressive PDAC microenvironment. The phrase "biomarker-positive" is undefined in the pack, so the claimed responder subset cannot be selected or falsified as stated.
Pegvorhyaluronidase alfa (PEGPH20)
killed · triageHyaluronan-depleting stromal modifier
- Thesis
- [KNOWN] Hyaluronan-rich stroma can contribute to abnormal tumor pressure and impaired drug or immune-cell access in PDAC. [KNOWN] Clinical development of pegvorhyaluronidase alfa did not establish a broadly successful treatment strategy. [INFERRED] It remains a wrong-but-plausible decoy for testing whether stromal depletion is selected by a validated hyaluronan-high biomarker rather than assumed to benefit all PDAC. Falsifier: [KNOWN] Biomarker-selected tumors show no improvement in drug delivery, immune infiltration, or clinical outcome.
- Mechanism
- [KNOWN] Pegvorhyaluronidase alfa enzymatically degrades hyaluronan in the extracellular matrix, theoretically reducing stromal pressure and tissue compactness.
- Why it died
- This is a real PDAC-directed agent, but it is not an unreviewed hypothesis. The pack itself states that clinical development failed to establish a broadly successful strategy, and the completed HALO 301 Phase 3 study in previously untreated metastatic hyaluronan-high PDAC failed its overall-survival endpoint. The proposed biomarker rescue is not supported by the evidence supplied and cannot be treated as a surviving triage candidate without a new, concrete basis.
