Multi-Modal Metabolic Connectivity Index for Disease Progression Monitoring
🧪 Overview
Combine metabolic PET imaging with functional connectivity MRI to create a metabolic connectivity index measuring coordination of brain regions' energy demands. Therapeutic interventions restoring network function should show improved coupling between metabolic activity and functional connectivity.
Debate provenance: derived from debate `sess_SDA-2026-04-04-SDA-2026-04-04-gap-debate-20260403-222618-c698b06a` on question: Which metabolic biomarkers can distinguish therapeutic response from disease progression in neurodegeneration trials?. Consensus signal: domain_expert, skeptic, synthesizer, theorist discussed the mechanism terms ATP, COMT, Connectivity, Index, MRI, Metabolic, Monitoring, Multi-Modal. Novelty signal: skeptic-discussed-with-qualified-concession.
🧬 Mechanism
Auto-built from this analysis's top knowledge-graph edges.
graph TD
Lactate_Pyruvate_Ratio["Lactate/Pyruvate Ratio"] -->|biomarker for| Neuroinflammation_Metabol["Neuroinflammation-Metabolism Interface"]
LDHA["LDHA"] -->|regulates| Lactate_Pyruvate_Ratio_1["Lactate/Pyruvate Ratio"]
TREM2["TREM2"] -->|modulates| Neuroinflammation["Neuroinflammation"]
Mitochondrial_Biogenesis["Mitochondrial Biogenesis"] -->|causes| Neuroprotection["Neuroprotection"]
CSF_Lactate_Pyruvate_Rati["CSF Lactate/Pyruvate Ratio"] -->|biomarker for| Neuroprotective_Response["Neuroprotective Response"]
h_ea5794f9["h-ea5794f9"] -->|targets| SLC16A1["SLC16A1"]
h_31980740["h-31980740"] -->|targets| SLC2A1["SLC2A1"]
h_2f3fa14b["h-2f3fa14b"] -->|targets| HMGCS2["HMGCS2"]
h_587ea473["h-587ea473"] -->|targets| CKB["CKB"]
h_f7da6372["h-f7da6372"] -->|targets| SLC25A4["SLC25A4"]
h_5b0ebb1f["h-5b0ebb1f"] -->|targets| CHKA["CHKA"]
h_b2706086["h-b2706086"] -->|targets| HPRT1["HPRT1"]
style Lactate_Pyruvate_Ratio fill:#4fc3f7,stroke:#333,color:#000
style Neuroinflammation_Metabol fill:#4fc3f7,stroke:#333,color:#000
style LDHA fill:#ce93d8,stroke:#333,color:#000
style Lactate_Pyruvate_Ratio_1 fill:#4fc3f7,stroke:#333,color:#000
style TREM2 fill:#4fc3f7,stroke:#333,color:#000
style Neuroinflammation fill:#4fc3f7,stroke:#333,color:#000
style Mitochondrial_Biogenesis fill:#4fc3f7,stroke:#333,color:#000
style Neuroprotection fill:#4fc3f7,stroke:#333,color:#000
style CSF_Lactate_Pyruvate_Rati fill:#4fc3f7,stroke:#333,color:#000
style Neuroprotective_Response fill:#4fc3f7,stroke:#333,color:#000
style h_ea5794f9 fill:#4fc3f7,stroke:#333,color:#000
style SLC16A1 fill:#ce93d8,stroke:#333,color:#000
style h_31980740 fill:#4fc3f7,stroke:#333,color:#000
style SLC2A1 fill:#ce93d8,stroke:#333,color:#000
style h_2f3fa14b fill:#4fc3f7,stroke:#333,color:#000
style HMGCS2 fill:#ce93d8,stroke:#333,color:#000
style h_587ea473 fill:#4fc3f7,stroke:#333,color:#000
style CKB fill:#ce93d8,stroke:#333,color:#000
style h_f7da6372 fill:#4fc3f7,stroke:#333,color:#000
style SLC25A4 fill:#ce93d8,stroke:#333,color:#000
style h_5b0ebb1f fill:#4fc3f7,stroke:#333,color:#000
style CHKA fill:#ce93d8,stroke:#333,color:#000
style h_b2706086 fill:#4fc3f7,stroke:#333,color:#000
style HPRT1 fill:#ce93d8,stroke:#333,color:#000⚖️ Evidence
No linked papers recorded for this hypothesis yet.
🏥 Translation
🧬 3D Protein Structure — COMT
No curated PDB or AlphaFold mapping for COMT yet. Search RCSB →
💉 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 COMT, ATP synthase subunits.
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 |