ID: h-b53b88f02f
Hypothesis

GPX4 Activation as Neuroprotective Strategy

Direct pharmacological activation of GPX4 would inhibit ferroptosis in cerebral microvascular cells, preserving tight junction complexes.
🧬 GPX4 (glutathione peroxidase 4)🩺 neurodegeneration🎯 Composite 55%💱 $0.54▼2.3%proposed
EvidencePending (0%)📖 0 cit🗣 1 debates 3 support 3 oppose
✓ All Quality Gates Passed
Mechanistic 0.72 (15%) Evidence 0.70 (15%) Novelty 0.65 (12%) Feasibility 0.38 (12%) Impact 0.58 (12%) Druggability 0.28 (10%) Safety 0.50 (8%) Competition 0.65 (6%) Data Avail. 0.62 (5%) Reproducible 0.68 (5%) KG Connect 0.50 (8%) 0.550 composite

🧪 Overview

Direct pharmacological activation of GPX4 would inhibit ferroptosis in cerebral microvascular cells, preserving tight junction complexes. However, no bona fide GPX4 activator with proven BBB penetration, appropriate PK, or safety profile exists. GPX4 activation is likely limited by substrate availability (GSH depletion) or oxidative inactivation post-cardiac arrest. The causal chain from 'activation' to 'protection' requires multiple unproven links. This hypothesis is 'promising mechanism awaiting tool compound' rather than testable therapeutic hypothesis.

🧬 Mechanism

🧬 Curated Mechanism Pathway

Curated pathway from expert analysis

flowchart TD
    A["GPX4 glutathione peroxidase 4<br/>Hypothesis Target"]
    B["Ferroptosis<br/>Cited Mechanism"]
    C["Cellular Response<br/>Stress or Clearance Change"]
    D["Neural Circuit Effect<br/>Synapse/Glia Vulnerability"]
    E["Neurodegeneration<br/>Disease-Relevant Outcome"]
    A --> B
    B --> C
    C --> D
    D --> E
    style A fill:#1a237e,stroke:#4fc3f7,color:#4fc3f7
    style B fill:#b71c1c,stroke:#ef9a9a,color:#ef9a9a
    style E fill:#b71c1c,stroke:#ef9a9a,color:#ef9a9a

⚖️ Evidence

⚖️ Evidence Matrix3 supports3 contradicts
Supports
GPX4 is central regulator of ferroptosis
Supports
FSP1 identified as GPX4-independent ferroptosis suppressor
Supports
Ferroptosis contributes to BBB dysfunction in stroke models
Contradicts
No validated GPX4 activator with BBB penetration exists
Contradicts
GPX4 knockout is embryonic lethal; narrow therapeutic window
Contradicts
GPX4 activity post-CA likely limited by GSH depletion
📖 Linked Papers

No linked papers recorded for this hypothesis yet.

🏥 Translation

🧬 3D Protein Structure — GPX4

🧬 PDB 2OBI Click to expand

Experimental structure from RCSB PDB | Powered by Mol*

🧠 GTEx v10 Brain ExpressionJSON

Median TPM across 13 brain regions for GPX4 (glutathione peroxidase 4) from GTEx v10.

Nucleus accumbens basal ganglia293 Frontal Cortex BA9286 Hypothalamus259 Substantia nigra259 Cortex257 Anterior cingulate cortex BA24257 Caudate basal ganglia230 Spinal cord cervical c-1229 Putamen basal ganglia212 Cerebellar Hemisphere208 Amygdala206 Cerebellum206 Hippocampus188median TPM (GTEx v10)

💉 Clinical Trials

No clinical trials data linked to this hypothesis yet.

No curated ClinVar variants loaded for this hypothesis.

Run scripts/backfill_clinvar_variants.py to fetch P/LP/VUS variants.

🔍 Search ClinVar for GPX4 (glutathione peroxidase 4) →

No DepMap CRISPR Chronos data found for GPX4 (glutathione peroxidase 4).

Run python3 scripts/backfill_hypothesis_depmap.py to populate.

💰 Estimated Development
Cost
$0
Timeline

🏆 Tournament

🏆 Arenas / Elo

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📊 Market Indicators

7d Trend
Stable
7d Momentum
▲ 0.0%
Volatility
Low
0.0090
Events (7d)
1
Price History
▼2.3%

💾 Resource Usage

LLM Tokens
12,340
$0.0370
Total Cost
$0.0370

🔮 Predictions

🔎 Predictions vs Observations2 predictions · 0 with recorded observations
PredictionPredictedObservedStatusConf
IF GPX4 is conditionally deleted specifically in cerebral endothelial cells using Cdh5-CreERT2;Gpx4^flox/flox mice AND these mice undergo cardiac arrest (KCl-induced, 5 min asphyxiation model) with reSignificant loss of tight junction integrity (ZO-1 immunofluorescence: ≤40% of control intensity; EB dye concentration in brain parenchyma: ≥0.5 μg/g tissue) in— no observation —pending0.38
IF primary cerebral microvascular endothelial cells are pretreated with N-acetylcysteine (NAC, 1 mM, 24h) to elevate glutathione substrate availability AND then exposed to oxygen-glucose deprivation (Increased GPX4 activity (nmol NADPH/min/mg protein) and reduced ferroptosis markers (4-HNE: ≤2.5-fold vs. normoxia baseline; lipid ROS: ≤1.5-fold vs. normoxia) — no observation —pending0.45
🔮 Falsifiable Predictions (2)
pendingconf 45%
IF primary cerebral microvascular endothelial cells are pretreated with N-acetylcysteine (NAC, 1 mM, 24h) to elevate glutathione substrate availability AND then exposed to oxygen-glucose deprivation (OGD, 2h) followed by reoxygenation, THEN GPX4 enzymatic activity will increase by ≥30% compared to v
Predicted outcome: Increased GPX4 activity (nmol NADPH/min/mg protein) and reduced ferroptosis markers (4-HNE: ≤2.5-fold vs. normoxia baseline; lipid ROS: ≤1.5-fold vs.
Falsification: NAC treatment fails to increase GPX4 activity OR lipid peroxidation markers remain elevated despite increased GPX4 activity, indicating substrate availability is not the limiting factor OR ferroptosis
pendingconf 38%
IF GPX4 is conditionally deleted specifically in cerebral endothelial cells using Cdh5-CreERT2;Gpx4^flox/flox mice AND these mice undergo cardiac arrest (KCl-induced, 5 min asphyxiation model) with resuscitation, THEN tight junction protein expression (ZO-1, claudin-5) will decline by ≥50% in brain
Predicted outcome: Significant loss of tight junction integrity (ZO-1 immunofluorescence: ≤40% of control intensity; EB dye concentration in brain parenchyma: ≥0.5 μg/g
Falsification: Endothelial GPX4 deletion does not exacerbate tight junction loss OR does not increase BBB permeability after cardiac arrest, indicating GPX4 is not essential for cerebral microvascular tight junction
Metadatasource: v1_phase_c_backfill · origin_type: debate_synthesizer
sourcev1_phase_c_backfill
origin_typedebate_synthesizer
_schema_version1
📊 Evidence Profile
Evidence Balance
+0%
Certainty
0%
Debates
0
Incoming
0
Outgoing
0
0 supporting 0 contradicting 0 neutral
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