ID: h-80ac3d8b6e
Hypothesis

Metabolic Rescue PDH Activation (H5): Indirect Lipogenesis Suppression

Dichloroacetate-mediated PDH activation redirects pyruvate into TCA cycle, reducing NADPH and acetyl-CoA substrate supply for de novo lipogenesis.
🧬 PDHA1 (Pyruvate dehydrogenase α1)🩺 neurodegeneration🎯 Composite 55%💱 $0.54▼3.9%proposed
EvidencePending (0%)📖 0 cit🗣 1 debates 3 support 3 oppose
✓ All Quality Gates Passed
Mechanistic 0.60 (15%) Evidence 0.55 (15%) Novelty 0.58 (12%) Feasibility 0.45 (12%) Impact 0.52 (12%) Druggability 0.60 (10%) Safety 0.50 (8%) Competition 0.55 (6%) Data Avail. 0.58 (5%) Reproducible 0.55 (5%) KG Connect 0.50 (8%) 0.550 composite

🧪 Overview

Dichloroacetate-mediated PDH activation redirects pyruvate into TCA cycle, reducing NADPH and acetyl-CoA substrate supply for de novo lipogenesis. Metabolic correction approach that bypasses direct AMPK targeting. Weak CNS pharmacology and non-neuron-specific effects limit utility; requires neuron-specific validation.

🧬 Mechanism

🧬 Curated Mechanism Pathway

Curated pathway from expert analysis

flowchart TD
A["AMPK alpha Complex<br/>PRKAA1/PRKAA2 Energy Sensor"]
B["ATP Stress Detection<br/>AMP-to-ATP Ratio Shift"]
C["ULK1 and Autophagy Activation<br/>Cellular Recovery Program"]
D["mTORC1 Restraint<br/>Anabolic Pressure Reduced"]
E["Inflammation Resolution Support<br/>Metabolic Rebalancing"]
F["Post-onset Neuronal Rescue<br/>Reversibility Test Readout"]
A --> B
B --> C
B --> D
C --> E
D --> E
E --> F
style A fill:#1a237e,stroke:#4fc3f7,color:#4fc3f7
style E fill:#1b5e20,stroke:#81c784,color:#81c784
style F fill:#7b1fa2,stroke:#ce93d8,color:#ce93d8

⚖️ Evidence

⚖️ Evidence Matrix3 supports3 contradicts
Supports
PDH activation reduces lipogenesis in neurons
Supports
Dichloroacetate protects against neuroinflammation
Supports
Metabolic reprogramming shifts neuronal lipid profile
Contradicts
DCA has limited blood-brain barrier penetration at standard doses
Contradicts
PDH is primarily astrocytic; neuronal PDH effects uncertain
Contradicts
NADPH can derive from pentose phosphate pathway; metabolic logic oversimplified
📖 Linked Papers

No linked papers recorded for this hypothesis yet.

🏥 Translation

🧬 3D Protein Structure — PDHA1

No curated PDB or AlphaFold mapping for PDHA1 yet. Search RCSB →

🧠 GTEx v10 Brain ExpressionJSON

Median TPM across 13 brain regions for PDHA1 (Pyruvate dehydrogenase α1) from GTEx v10.

Cerebellar Hemisphere60.4 Cerebellum52.1 Frontal Cortex BA946.1 Cortex36.8 Anterior cingulate cortex BA2431.8 Nucleus accumbens basal ganglia30.6 Spinal cord cervical c-129.2 Caudate basal ganglia28.0 Hypothalamus24.3 Putamen basal ganglia24.1 Substantia nigra22.9 Amygdala22.1 Hippocampus22.0median 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 PDHA1 (Pyruvate dehydrogenase α1) →

No DepMap CRISPR Chronos data found for PDHA1 (Pyruvate dehydrogenase α1).

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
▼ 0.2%
Volatility
Low
0.0082
Events (7d)
2
Price History
▼3.9%

💾 Resource Usage

LLM Tokens
11,236
$0.0337
Total Cost
$0.0337

🔮 Predictions

🔎 Predictions vs Observations2 predictions · 0 with recorded observations
PredictionPredictedObservedStatusConf
IF PDH is activated by dichloroacetate in neurons (≥0.5 mM), THEN intracellular NADPH and acetyl-CoA pools will be reduced (depleting lipogenesis substrates), measurable via targeted metabolomics, wit≥25% decrease in NADPH levels and ≥30% reduction in acetyl-CoA concentration relative to vehicle controls, with reciprocal ≥50% increase in TCA cycle intermedia— no observation —pending0.48
IF primary cortical neurons or iPSC-derived dopaminergic neurons are treated with dichloroacetate at concentrations ≥0.5 mM (achieving PDH activation), THEN de novo lipogenesis will be suppressed, as ≥40% reduction in lipid synthesis rate (14C-acetate incorporation) and ≥30% decrease in FASN (fatty acid synthase) protein expression relative to vehicle-treate— no observation —pending0.55
🔮 Falsifiable Predictions (2)
pendingconf 55%
IF primary cortical neurons or iPSC-derived dopaminergic neurons are treated with dichloroacetate at concentrations ≥0.5 mM (achieving PDH activation), THEN de novo lipogenesis will be suppressed, as measured by reduced 14C-acetate incorporation into lipid fractions, within 48-72 hours of continuous
Predicted outcome: ≥40% reduction in lipid synthesis rate (14C-acetate incorporation) and ≥30% decrease in FASN (fatty acid synthase) protein expression relative to vehi
Falsification: Lipid synthesis rates remain unchanged (<10% change) or increase despite documented PDH activation (pPDHA1 increase ≥50%), contradicting substrate diversion theory.
pendingconf 48%
IF PDH is activated by dichloroacetate in neurons (≥0.5 mM), THEN intracellular NADPH and acetyl-CoA pools will be reduced (depleting lipogenesis substrates), measurable via targeted metabolomics, within 24-48 hours.
Predicted outcome: ≥25% decrease in NADPH levels and ≥30% reduction in acetyl-CoA concentration relative to vehicle controls, with reciprocal ≥50% increase in TCA cycle
Falsification: NADPH and acetyl-CoA levels remain stable or increase despite confirmed PDH activation, indicating alternative metabolic routing that does not deplete lipogenesis precursors.
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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