Trained Immunity Metabolic Reset
🧪 Overview
Pathological protein aggregates induce a form of trained immunity in microglia through metabolic reprogramming that persists even after initial stimulus removal. Targeting the metabolic basis through selective glycolytic enzyme inhibition could prevent chronic neuroinflammation.
Debate provenance: derived from debate `sess_SDA-2026-04-02-gap-v2-e1e1b7c3` on question: . Consensus signal: skeptic, synthesizer, theorist discussed the mechanism terms HK2, Immunity, Metabolic, PKM2, Reset, Trained, inhibition, neuroinflammation. Novelty signal: skeptic-discussed-with-qualified-concession.
🧬 Mechanism
Auto-built from this analysis's top knowledge-graph edges.
graph TD
Iron_Accumulation["Iron Accumulation"] -->|regulates| GPX4["GPX4"]
Iron_Accumulation_1["Iron Accumulation"] -->|activates| NLRP3["NLRP3"]
Iron_Accumulation_2["Iron Accumulation"] -->|causes| ferroptosis["ferroptosis"]
pathological_protein_aggr["pathological protein aggregates"] -->|causes| trained_immunity["trained_immunity"]
METABOLIC_REPROGRAMMING["METABOLIC_REPROGRAMMING"] -->|associated with| chronic_neuroinflammation["chronic neuroinflammation"]
PGC_1alpha["PGC-1alpha"] -->|activates| MITOCHONDRIAL_BIOGENESIS["MITOCHONDRIAL_BIOGENESIS"]
HIF_1alpha["HIF-1alpha"] -->|regulates| METABOLIC_REPROGRAMMING_3["METABOLIC_REPROGRAMMING"]
Ferroptosis_Inhibitors["Ferroptosis Inhibitors"] -->|regulates| microglial_metabolism["microglial metabolism"]
Iron_Chelation["Iron Chelation"] -.->|inhibits| neuroinflammation["neuroinflammation"]
glycolytic_enzyme_inhibit["glycolytic_enzyme_inhibition"] -.->|inhibits| chronic_neuroinflammation_4["chronic neuroinflammation"]
Microglial_Metabolic_Dysf["Microglial Metabolic Dysfunction"] -->|increases risk| neurodegeneration["neurodegeneration"]
Iron_Accumulation_5["Iron Accumulation"] -->|associated with| Microglial_Metabolic_Repr["Microglial Metabolic Reprogramming"]
style Iron_Accumulation fill:#4fc3f7,stroke:#333,color:#000
style GPX4 fill:#ce93d8,stroke:#333,color:#000
style Iron_Accumulation_1 fill:#4fc3f7,stroke:#333,color:#000
style NLRP3 fill:#ce93d8,stroke:#333,color:#000
style Iron_Accumulation_2 fill:#4fc3f7,stroke:#333,color:#000
style ferroptosis fill:#81c784,stroke:#333,color:#000
style pathological_protein_aggr fill:#4fc3f7,stroke:#333,color:#000
style trained_immunity fill:#4fc3f7,stroke:#333,color:#000
style METABOLIC_REPROGRAMMING fill:#81c784,stroke:#333,color:#000
style chronic_neuroinflammation fill:#4fc3f7,stroke:#333,color:#000
style PGC_1alpha fill:#4fc3f7,stroke:#333,color:#000
style MITOCHONDRIAL_BIOGENESIS fill:#ce93d8,stroke:#333,color:#000
style HIF_1alpha fill:#4fc3f7,stroke:#333,color:#000
style METABOLIC_REPROGRAMMING_3 fill:#81c784,stroke:#333,color:#000
style Ferroptosis_Inhibitors fill:#4fc3f7,stroke:#333,color:#000
style microglial_metabolism fill:#4fc3f7,stroke:#333,color:#000
style Iron_Chelation fill:#4fc3f7,stroke:#333,color:#000
style neuroinflammation fill:#4fc3f7,stroke:#333,color:#000
style glycolytic_enzyme_inhibit fill:#ce93d8,stroke:#333,color:#000
style chronic_neuroinflammation_4 fill:#4fc3f7,stroke:#333,color:#000
style Microglial_Metabolic_Dysf fill:#4fc3f7,stroke:#333,color:#000
style neurodegeneration fill:#ef5350,stroke:#333,color:#000
style Iron_Accumulation_5 fill:#4fc3f7,stroke:#333,color:#000
style Microglial_Metabolic_Repr fill:#4fc3f7,stroke:#333,color:#000⚖️ Evidence
No linked papers recorded for this hypothesis yet.
🏥 Translation
🧬 3D Protein Structure — HK2
💉 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.
No DepMap CRISPR Chronos data found for HK2, PKM2, mevalonate pathway enzymes.
Run python3 scripts/backfill_hypothesis_depmap.py to populate.
🏆 Tournament
🏆 Arenas / Elo
📊 Market Indicators
💾 Resource Usage
▸Metadatasource: v1_phase_c_backfill · origin_type: debate_round_mining
| source | v1_phase_c_backfill |
| origin_type | debate_round_mining |
| _schema_version | 1 |