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Metabolic reprogramming in neurodegenerative disease

PARTIALLY ADDRESSED

How does metabolic reprogramming (glucose metabolism shifts, brain insulin resistance, ketone body utilization) affect neuronal survival in neurodegenerative diseases? What metabolic interventions (ketogenic diet, GLP-1 agonists, metformin) show therapeutic promise?

Priority: 0.83 Domain: neurodegeneration Hypotheses: 8
📊 Landscape Analysis

Landscape Summary: Metabolic reprogramming in neurodegenerative disease is a 0.83 priority gap in neurodegeneration. It has 8 linked hypotheses with average composite score 0.646. Status: partially_addressed.

Key Unanswered Questions

Key Researchers

Colonna, Sevlever, et al. (TREM2 biology)

Clinical Trials

Metabolic reprogramming in neurodegenerative disease — INVOKE-2 (completed)

📈 Living Dashboards
8
Hypotheses
0.726
Top Score
0.646
Avg Score
0
Debates
0.00
Avg Quality
60%
Resolution
3
Mechanistic Families
Gap Resolution Progress60%

Hypothesis Score Distribution

🏆 Competing Hypotheses (Ranked by Score)
Metabolic Switch Targeting for A1→A2 Repolarization
Target: HK2 Pathway: Insulin/IGF metabolic signalin
0.726
score
Metabolic Circuit Breaker via Lipid Droplet Modulation
Target: PLIN2 Pathway: Insulin/IGF metabolic signalin
0.709
score
Grid Cell-Specific Metabolic Reprogramming via IDH2 Enhancement
Target: IDH2 Pathway: TCA cycle / metabolic reprogra
0.646
score
Programmable Neuronal Circuit Repair via Epigenetic CRISPR
Target: NURR1, PITX3, neuronal identity transcription factors Pathway: CRISPRa epigenetic activation
0.630
score
Multi-Modal CRISPR Platform for Simultaneous Editing and Monitoring
Target: Disease-causing mutations with integrated reporters Pathway: Multiplexed CRISPR editing wit
0.629
score
Sphingolipid Metabolism Reprogramming
Target: CERS2 Pathway: Sphingolipid metabolism
0.620
score
The Glial Ketone Metabolic Shunt Hypothesis
Target: HMGCS2 Pathway: Astrocyte ketogenesis (HMGCS2)
0.608
score
Brain Insulin Resistance with Glucose Transporter Dysfunction
Target: GLUT3/GLUT4 Pathway: Insulin receptor → IRS1 → PI3K
0.596
score
🌊 Knowledge Graph Connections

No knowledge graph edges recorded

🕑 Activity Feed
📈 Programmable Neuronal Circuit Repair via Epigenetic CRISPR score=0.630 2026-04-02T20:53
📈 Multi-Modal CRISPR Platform for Simultaneous Editing and Mon score=0.629 2026-04-02T20:53
📈 Metabolic Switch Targeting for A1→A2 Repolarization score=0.726 2026-04-02T01:34
📈 Metabolic Circuit Breaker via Lipid Droplet Modulation score=0.709 2026-04-02T01:34
📈 Grid Cell-Specific Metabolic Reprogramming via IDH2 Enhancem score=0.646 2026-04-02T01:34
💬 Discussion

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📋 Investigation Sub-Tasks

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