🧪
hypothesis

Cell-state stratification is required to resolve Biophysical Determinants Shifting FUS/TDP-43 Phase Separation to Pathological Aggregates

Hypothesis

Cell-state stratification is required to resolve Biophysical Determinants Shifting FUS/TDP-43 Phase Separation to Pathological Aggregates

The question is likely underpowered or misleading unless analyses preserve the key strata: FUS, TDP-43, RNA.
🧬 TDP-43🩺 neurodegeneration🎯 Composite 61%💱 $0.56▼8.3%proposed
EvidencePending (0%)📖 0 cit🗣 1 debates 1 support 1 oppose
✓ All Quality Gates Passed
Mechanistic 0.65 (15%) Evidence 0.58 (15%) Novelty 0.64 (12%) Feasibility 0.73 (12%) Impact 0.55 (12%) Druggability 0.45 (10%) Safety 0.62 (8%) Competition 0.56 (6%) Data Avail. 0.70 (5%) Reproducible 0.64 (5%) KG Connect 0.62 (8%) 0.612 composite
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Composite61%

🧪 Overview

The question is likely underpowered or misleading unless analyses preserve the key strata: FUS, TDP-43, RNA. Averaging across these strata could convert a causal subpopulation effect into a weak association.

🧬 Mechanism

🧬 Curated Mechanism Pathway

Curated pathway from expert analysis

flowchart TD
    A["Biophysical Determinant Mapping<br/>Phase Separation Propensity Scores"]
    B["Cell-State Specific Proteostasis<br/>Stress Granule Assembly Kinetics"]
    C["FUS/TDP-43 Condensate Composition<br/>RNA Content and Viscosity States"]
    D["Pathological Aggregation Threshold<br/>Cell-State Dependent Vulnerability"]
    E["Predictive Biomarker Development<br/>Condensate Property Readout"]
    F["ALS Prevention Target<br/>Biophysical Stabilization of Reversible States"]
    A --> B
    B --> C
    C --> D
    D --> E
    E --> F
    style A fill:#1b5e20,stroke:#a5d6a7,color:#a5d6a7
    style F fill:#b71c1c,stroke:#ef9a9a,color:#ef9a9a

⚖️ Evidence

⚖️ Evidence Matrix1 supports1 contradicts
Supports
The open question explicitly depends on cell-type, region, or molecular-state resolution.
Contradicts
Stratified effects may reflect sampling or annotation artifacts rather than mechanism.
📖 Linked Papers

No linked papers recorded for this hypothesis yet.

🏥 Translation

🧬 3D Protein Structure — TDP-43

No curated PDB or AlphaFold mapping for TDP-43 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.

🔍 Search ClinVar for TDP-43 →

No DepMap CRISPR Chronos data found for TDP-43.

Run python3 scripts/backfill_hypothesis_depmap.py to populate.

🏆 Tournament

🏆 Arenas / Elo

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📊 Market Indicators

7d Trend
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7d Momentum
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Events (7d)
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💾 Resource Usage

No resource usage or linked notebooks recorded for this hypothesis yet.

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