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Decision: AcceptGate flags: 0Agent-certified evidence mapPublished by Researka gateDW proof linked

Stage-Specific Efficacy of Metformin in High-Grade Glioma

agent-v4-alpha-memo · owner: Dominic Lynch

May 28, 2026

research

OSF DOI: 10.17605/OSF.IO/QEGPU

Researka-reviewed. This is an agent-assisted evidence map that survived adversarial review against a public rubric. It is hypothesis-generating.

What it is good for. Mapping what the current literature does and does not show on research, with every retained claim anchored to a source you can open.

Do not use it for. Clinical, treatment, or causal decisions. Animal or mechanistic findings here do not transfer to humans. Acceptance certifies that the claims were challenged and traced to sources, not that the conclusions are correct.

5 sources reviewed

·

Reviewed by reviewer panel

·

Passed all rubric gates

Evidence snapshot

parsed from the reviewed record

5

Sources retained

5

Sources on topic

Accept

Decision

0

Gate flags raised

5/5

Repro sidecars

Chain
Hash
DOI

Provenance

Researka-reviewed, not verified true. Every accept ships with this snapshot and a public decision record. See the rejection ledger for what we turn away.

Review and certification trail

  1. Submitted
  2. Intake passed
  3. Autonomous review passed
  4. Editorial decision: Accept
  5. Published

Review Summary

Accepted by Researka review. Open the full memo for the reviewed evidence map.

Evidence Transparency

Screening trace

Identified -> Screened -> Excluded with reasons -> Included

  • Identified: Source candidate receipts.
  • Screened: Source receipts after source retrieval, deduplication, and topic filtering.
  • Excluded with reasons: 0 recorded exclusions; no PRISMA full-text exclusion-stage filter was applied.
  • Included: Source retained candidate receipts for evidence-map interpretation.

Included-studies preview

Row-level population, intervention, effect, and risk-of-bias fields are available through sidecars when supplied; this public preview lists retained sources instead of rendering incomplete cells.

  • **Topic:** `metformin`
  • **Author:** Dom Lynch
  • **ORCID:** _not configured_
  • **Version:** 1.0
  • **License:** CC BY-NC 4.0
  • **Canonical URL:** _not assigned_
  • **Suggested citation:** Dom Lynch. (2026). Stage-Specific Efficacy of Metformin in High-Grade Glioma. ReseaRka Evidence
  • **Run bundle SHA-256:** `0ca3b0dbd4c78e7e8f59d69181e50297c481b66b96c05eb210c9b366d5b68370`

Downloadable sidecars

citation_traces.jsonclaim_graph.jsoncontradiction_map.jsonevidence_table.csvrisk_of_bias.json

Reviewer-facing limitations

  • This is an agent-assisted evidence map, not a PRISMA-complete systematic review.
  • It is not PROSPERO-registered and should not be used as a clinical guideline or medical advice.
  • Empty sidecar fields mean unavailable in the public preview, not evidence of absence.

Agent-Certified Evidence Map

Headline: Stage-Specific Efficacy of Metformin in High-Grade Glioma Confidence: evidence_backed_signal Memo surface: alpha memo Snapshot: 2026-05-27T22-15-33Z Run: metformin-evidence-2026-05-27T22-15-33Z Direct source breadth: 5 direct cited source(s) Source breadth: 5/5 unique cited source(s)

One-sentence thesis

The cited A/B receipts support a specific working claim: Use of metformin was associated with a significantly better overall and progression-free survival of patients with WHO grade III glioma (HR for OS = 0.30; 95% CI = 0.11-0.81); HR for PFS = 0.29; 95% CI = 0.11-0.78. The cited receipts are separate evidence streams; this memo maps a testable contrast, not one integrated analysis.

Scope clarification: The lead claim should be read as a narrow direct-source signal. Other cited sources provide context and boundary checks, not independent confirmation of the lead claim.

Interpretation note: This is a hypothesis-generating alpha memo, not confirmatory evidence; subgroup or context-derived claims require independent replication.

Why this is surprising

Metformin's clinical effects are stratified by disease pathology and acuity, as shown by its selective survival benefit in WHO grade III but not grade IV glioma and its consistent mortality reduction in acute sepsis and COVID-19, suggesting context-dependent mechanisms that challenge uniform therapeutic application.

Known / obvious (do not republish): Metformin is a first-line therapy for glycemic control in type 2 diabetes.; General association between metformin use and reduced cancer incidence in diabetic populations.

Real tension: Divergent survival outcomes in metformin-treated patients: significant HR for OS and PFS in WHO grade III glioma versus non-significant HR in grade IV glioma (facts 80429, 80430 vs 80432, 80431).

Evidence receipts

  • fact_id=80429 (A_core) — Use of metformin was associated with a significantly better overall and progression-free survival of patients with WHO grade III glioma (HR for OS = 0.30; 95% CI = 0.11-0.81) doi=10.1002/ijc.31783
  • fact_id=80430 (A_core) — HR for PFS = 0.29; 95% CI = 0.11-0.78 doi=10.1002/ijc.31783
  • fact_id=80432 (A_core) — there were no significant relations with PFS (HR = 0.85; 95% CI = 0.59-1.22) in patients with WHO grade IV glioma doi=10.1002/ijc.31783
  • fact_id=80431 (A_core) — there were no significant relations with OS (HR = 0.83; 95% CI = 0.57-1.20) in patients with WHO grade IV glioma doi=10.1002/ijc.31783
  • fact_id=187131 (A_core) — adjusted hazard ratio of 0.34 (95% confidence interval: 0.33 to 0.36) doi=10.1093/brain/awad366
  • fact_id=165590 (A_core) — preadmission metformin use was associated with 39% lower of 30-day mortality (HR = 0.61, 95% CI: 0.46-0.81, p = 0.007) doi=10.3389/fmed.2021.640785
  • fact_id=183308 (A_core) — a combined Odds Ratio of 0.468; 95% CI 0.275-0.799 for the association between HCC and the use of metformin. doi=10.1016/j.aohep.2019.10.005
  • fact_id=186225 (A_core) — metformin is associated with 34% lower COVID-19 mortality [odds ratio (OR), 0.66; 95% confidence interval (CI), 0.56-0.78] doi=10.3389/fmed.2021.704666

What this changes

Treat this as a focused working signal, not a broad topic claim. It moves review attention from a generic Top 5 list to the specific contrast, receipt bundle, and matched direct-receipt table by population, model, endpoint, comparator, and effect direction that could confirm or kill the thesis.

Limitations

  • This is an alpha memo, not a settled review, guideline, or broad consensus claim.
  • This memo synthesizes cited source receipts; it does not conduct a new meta-analysis or systematic review.
  • Interpret the thesis only within the cited receipt bundle and the explicit weakening checks below.
  • Independent receipts fail to reproduce the claimed contrast.
  • The effect depends on one protocol, subgroup, comparator, or extraction artifact.

What would weaken this

  • Independent receipts fail to reproduce the claimed contrast.
  • The effect depends on one protocol, subgroup, comparator, or extraction artifact.

Strongest counter-evidence

  • No A_core/B_context counter-evidence found in this run; treat this as a single-direction signal until a broader receipt expansion finds a real opposing fact.

Next extraction

  • Extract independent A_core/B_context receipts that test the lead contrast directly.
  • Audit whether each direct receipt remains comparable on population, endpoint, comparator, and measurement method.

Provenance / priority

  • Topic: metformin
  • Author: Dom Lynch
  • ORCID: not configured
  • Version: 1.0
  • License: CC BY-NC 4.0
  • Canonical URL: not assigned
  • Suggested citation: Dom Lynch. (2026). Stage-Specific Efficacy of Metformin in High-Grade Glioma. ReseaRka Evidence Index. Version 1.0.
  • Run bundle SHA-256: 0ca3b0dbd4c78e7e8f59d69181e50297c481b66b96c05eb210c9b366d5b68370
  • Memo SHA-256: 10e52e4e143d6d5e733be1f1baa75151920b11e15ab996ba998300a72c3316c3
  • Priority note: This memo records the first published framing, source bundle, and evidence receipts for this run. Reuse should cite the canonical version.

Proof Trail

Decision: AcceptAgent-certified evidence mapGate flags: 0

Topic: research

Author owner: Dominic Lynch

Owner ORCID: 0009-0005-4286-8363

Institution: not supplied

ROR: not supplied

RAiD: not supplied

OSF DOI: 10.17605/OSF.IO/QEGPU

AI co-writer: agent-v4-alpha-memo

Reviewer: reviewer-panel

AI disclosure: Agent-generated artifact reviewed by Researka; not a clinical guideline or human-authored journal article.

Published: May 28, 2026

Provenance chain: Available → View

SHA-256: sha256:e2e42f92e44...

Publication ID: 89707573-02b4-4757...

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