ID: h-286c496d01
Hypothesis

Mitochondrial Dysfunction Increasing Neuronal Vulnerability to TDP-43 Toxicity

Mitochondrial Dysfunction Increasing Neuronal Vulnerability to TDP-43 Toxicity starts from the claim that modulating MCU, CK1D, CSNK2A1, GSK3B, PARP1 within the disease context of neurodegeneration can redirect a disease-relevant process.
🧬 MCU, CK1D, CSNK2A1, GSK3B, PARP1🩺 neurodegeneration🎯 Composite 47%💱 $0.50▲5.6%proposed
EvidencePending (0%)📖 0 cit🗣 1 debates 3 support 3 oppose
✓ All Quality Gates Passed
Mechanistic 0.45 (15%) Evidence 0.40 (15%) Novelty 0.55 (12%) Feasibility 0.42 (12%) Impact 0.45 (12%) Druggability 0.48 (10%) Safety 0.52 (8%) Competition 0.50 (6%) Data Avail. 0.55 (5%) Reproducible 0.50 (5%) KG Connect 0.50 (8%) 0.470 composite

🧪 Overview

Mechanistic Overview


Mitochondrial Dysfunction Increasing Neuronal Vulnerability to TDP-43 Toxicity starts from the claim that modulating MCU, CK1D, CSNK2A1, GSK3B, PARP1 within the disease context of neurodegeneration can redirect a disease-relevant process. The original description reads: "## Mechanistic Overview Mitochondrial Dysfunction Increasing Neuronal Vulnerability to TDP-43 Toxicity starts from the claim that modulating MCU, CK1D, CSNK2A1, GSK3B, PARP1 within the disease context of neurodegeneration can redirect a disease-relevant process. The original description reads: "## Mechanistic Overview Mitochondrial Dysfunction Increasing Neuronal Vulnerability to TDP-43 Toxicity starts from the claim that APOE4 impairs mitochondrial calcium handling and ATP production through direct interaction with mitochondrial proteins. Energetic stress activates stress kinases (CK1δ, casein kinase 2, GSK3β) that hyperphosphorylate TDP-43 at disease-relevant epitopes (S409/S410). Additionally, impaired nuclear DNA repair dependent on TDP-43's normal function creates a vulnerability loop.

...

🧬 Mechanism

🧬 Curated Mechanism Pathway

Curated pathway from expert analysis

flowchart TD
    A["Mitochondrial Dysfunction<br/>Impaired oxidative phosphorylation"]
    B["MCU Calcium<br/>Dysregulation"]
    C["ATP Depletion<br/>Bioenergetic failure"]
    D["GSK3B and CK1D<br/>Stress Kinase Activation"]
    E["CSNK2A1 and PARP1<br/>DNA damage response kinases"]
    F["TDP-43 Phosphorylation<br/>S409/S410 sites"]
    G["TDP-43 Cytoplasmic<br/>Mislocalization and Aggregation"]
    H["RNA Processing Failure<br/>Motor neuron vulnerability"]
    A --> B
    A --> C
    B --> D
    C --> D
    C --> E
    D --> F
    E --> F
    F --> G
    G --> H
    style A fill:#b71c1c,stroke:#ef9a9a,color:#ef9a9a
    style D fill:#1a237e,stroke:#4fc3f7,color:#4fc3f7
    style H fill:#b71c1c,stroke:#ef9a9a,color:#ef9a9a

⚖️ Evidence

⚖️ Evidence Matrix3 supports3 contradicts
Supports
APOE4 associated with reduced mitochondrial respiratory complex activity
Supports
TDP-43 phosphorylation at S409/S410 requires activated stress kinases
Supports
Mitochondrial dysfunction precedes TDP-43 pathology in ALS/FTLD models
Contradicts
SS-31 and MitoQ have been tested in AD clinical trials with limited success
Contradicts
Stress kinase pathways are activated by any cellular stress, not APOE4-specific
Contradicts
Mechanistic chain (APOE4 → MCU → calpain/caspase → TDP-43 cleavage) requires multiple unproven intermediates
📖 Linked Papers

No linked papers recorded for this hypothesis yet.

🏥 Translation

🧬 3D Protein Structure — MCU

🧬 PDB 6DNF Click to expand

Experimental structure from RCSB PDB | Powered by Mol*

🧠 GTEx v10 Brain ExpressionJSON

Median TPM across 13 brain regions for MCU, CK1D, CSNK2A1, GSK3B, PARP1 from GTEx v10.

Cerebellar Hemisphere53.6 Cerebellum43.4 Frontal Cortex BA97.2 Cortex5.4 Hypothalamus5.4 Hippocampus4.8 Nucleus accumbens basal ganglia4.8 Spinal cord cervical c-14.8 Anterior cingulate cortex BA244.7 Amygdala4.2 Caudate basal ganglia4.1 Substantia nigra3.9 Putamen basal ganglia3.4median 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 MCU, CK1D, CSNK2A1, GSK3B, PARP1 →

No DepMap CRISPR Chronos data found for MCU, CK1D, CSNK2A1, GSK3B, PARP1.

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
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Volatility
Low
0.0059
Events (7d)
1
Price History
▲5.6%

💾 Resource Usage

LLM Tokens
29,486
$0.0885
Total Cost
$0.0885

🔮 Predictions

🔎 Predictions vs Observations2 predictions · 0 with recorded observations
PredictionPredictedObservedStatusConf
IF adult Drosophila expressing human TDP-43 in motor neurons receive chronic GSK3B inhibition (CHIR99021, 20mM in food) for 14 days, THEN TDP-43 aggregate burden will decrease by >40% in ventral nerveTDP-43 aggregate density decreases >40% (anti-p-S409/S410 immunostaining), locomotor performance recovers to >80% of wild-type control in negative geotaxis assa— no observation —pending0.38
IF primary human iPSC-derived cortical neurons are treated with MCU inhibitor (Ru360, 10 µM) for 72 hours during TDP-43 overexpression, THEN neuronal ATP levels and mitochondrial membrane potential wiATP levels increase >25%, mitochondrial membrane potential (JC-1 ratio) increase >20%, TDP-43 p-S409/S410 signal decrease >30% relative to vehicle-treated TDP-4— no observation —pending0.42
🔮 Falsifiable Predictions (2)
pendingconf 42%
IF primary human iPSC-derived cortical neurons are treated with MCU inhibitor (Ru360, 10 µM) for 72 hours during TDP-43 overexpression, THEN neuronal ATP levels and mitochondrial membrane potential will increase by >25% compared to vehicle control, AND TDP-43 phosphorylated at S409/S410 will decreas
Predicted outcome: ATP levels increase >25%, mitochondrial membrane potential (JC-1 ratio) increase >20%, TDP-43 p-S409/S410 signal decrease >30% relative to vehicle-tre
Falsification: No significant change in ATP levels (p>0.05), no change in mitochondrial membrane potential, OR no reduction in TDP-43 p-S409/S410 levels when MCU is inhibited; any of these outcomes would falsify the
pendingconf 38%
IF adult Drosophila expressing human TDP-43 in motor neurons receive chronic GSK3B inhibition (CHIR99021, 20mM in food) for 14 days, THEN TDP-43 aggregate burden will decrease by >40% in ventral nerve cord AND locomotor function (negative geotaxis) will improve to >80% of control fly performance.
Predicted outcome: TDP-43 aggregate density decreases >40% (anti-p-S409/S410 immunostaining), locomotor performance recovers to >80% of wild-type control in negative geo
Falsification: No reduction in TDP-43 p-S409/S410 aggregate burden OR no significant improvement in locomotor function (p>0.05) despite GSK3B inhibition; either outcome would falsify GSK3B as a critical kinase media

📖 References (3)

  1. Correction for Bastia et al., Phosphorylation of CMG helicase and Tof1 is required for programmed fork arrest.
    []. Proceedings of the National Academy of Sciences of the United States of America (2016)
  2. Intestinal stem cells in the adult Drosophila midgut.
    ["Jiang et al.. Experimental cell research (2011)
  3. Hospital readmission rates and risk factors for readmission following cytoreductive surgery (CRS) and hyperthermic intraperitoneal chemotherapy (HIPEC) for peritoneal surface malignancies.
    ["Dreznik et al.. The surgeon : journal of the Royal Colleges of Surgeons of Edinburgh and Ireland (2018)
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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