🧪
hypothesis

Liquid-to-Solid Transition Pathology Reveals Granule Weak Points

Hypothesis

Liquid-to-Solid Transition Pathology Reveals Granule Weak Points

The liquid-to-solid phase transition of ribonucleoprotein (RNP) granules represents a critical pathological mechanism underlying selective neuronal vulnerability in amyotrophic lateral sclerosis (ALS) and frontotemporal dementia (FTD).
🧬 TDP-43, FUS, TIA1, G3BP1🩺 neurodegeneration🎯 Composite 71%💱 $0.59▼16.5%debated
🟡 ALS / Motor Neuron Disease
EvidencePending (0%)📖 0 cit🗣 2 debates 4 support 2 oppose
✓ All Quality Gates Passed
Mechanistic 0.75 (15%) Evidence 0.82 (15%) Novelty 0.72 (12%) Feasibility 0.58 (12%) Impact 0.92 (12%) Druggability 0.65 (10%) Safety 0.35 (8%) Competition 0.88 (6%) Data Avail. 0.78 (5%) Reproducible 0.70 (5%) KG Connect 0.50 (8%) 0.712 composite
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arXiv PreprintNeurIPSNature MethodsPLOS ONE
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Composite71% · Elo1533(2 matches) · Arena1W·1L·0D

🧪 Overview

Molecular Mechanism and Rationale

The liquid-to-solid phase transition of ribonucleoprotein (RNP) granules represents a critical pathological mechanism underlying selective neuronal vulnerability in amyotrophic lateral sclerosis (ALS) and frontotemporal dementia (FTD). This hypothesis centers on the differential susceptibility of specific RNP granules to pathological solidification based on their unique scaffold protein composition and client protein cargo. The molecular foundation of this mechanism involves the intricate interplay between scaffold proteins TIA1 (T-cell-restricted intracellular antigen-1) and G3BP1 (GTPase-activating protein SH3 domain-binding protein 1), which serve as nucleation centers for stress granule assembly, and client proteins TDP-43 (TAR DNA-binding protein 43) and FUS (Fused in Sarcoma), which exhibit inherent aggregation propensity.

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🧬 Mechanism

🧬 Curated Mechanism Pathway

Curated pathway from expert analysis

flowchart TD
    A["TDP-43, FUS, TIA1, G3BP1<br/>Hypothesis Target"]
    B["Aggregation<br/>Cited Mechanism"]
    C["Cellular Response<br/>Stress or Clearance Change"]
    D["Neural Circuit Effect<br/>Synapse/Glia Vulnerability"]
    E["ALS<br/>Disease-Relevant Outcome"]
    A --> B
    B --> C
    C --> D
    D --> E
    style A fill:#1a237e,stroke:#4fc3f7,color:#4fc3f7
    style B fill:#b71c1c,stroke:#ef9a9a,color:#ef9a9a
    style E fill:#b71c1c,stroke:#ef9a9a,color:#ef9a9a

⚖️ Evidence

⚖️ Evidence Matrix4 supports2 contradicts
Supports
TDP-43 pathology in ALS/FTD
PMID:29503190
Supports
FUS mutations cause familial ALS via liquid-to-solid transition
PMID:29686387
Supports
TIA1 mutations cause Welander distal myopathy with stress granule pathology
PMID:29300487
Supports
G3BP1 aggregates in neurodegenerative disease
PMID:32929262
Contradicts
TDP-43 and FUS are predominantly nuclear proteins; pathology may reflect loss of nuclear function
PMID:24726435
Contradicts
In vitro liquid-solid transitions induced by high concentrations or pathological mutations may not reflect physiological aging
PMID:29686387
📖 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, FUS, TIA1, G3BP1 →

No DepMap CRISPR Chronos data found for TDP-43, FUS, TIA1, G3BP1.

Run python3 scripts/backfill_hypothesis_depmap.py to populate.

💰 Estimated Development
Cost
$0
Timeline

🏆 Tournament

🏆 Arenas / Elo

Elo Rating
1533 ±247
Record
1W / 1L / 0D
2 matches
Full Lineage ➔

📊 Market Indicators

7d Trend
Falling
7d Momentum
▼ 1.7%
Volatility
Low
0.0061
Events (7d)
4
Price History
▼16.5%

💾 Resource Usage

LLM Tokens
29,310
$0.0879
Total Cost
$0.0879

🔮 Predictions

🔎 Predictions vs Observations4 predictions · 0 with recorded observations
PredictionPredictedObservedStatusConf
IF granule scaffold composition is systematically varied to contain either aggregation-prone clients (TDP-43, FUS, TIA1) or protected clients (ribosomal protein-associated mRNA granules) THEN granulesDroplets containing TDP-43 or FUS的客户蛋白 will show >50% reduction in FRAP recovery and >2-fold increase in protease-resistant material after 24h in vitro aging, w— no observation —pending0.72
IF specific PTMs on scaffold proteins TIA1/G3BP1 (serine/threonine phosphorylation or lysine acetylation) that reduce chaperone activity are prevented by mutational blockade THEN stress granules contaGranules with PTM-deficient scaffolds will show no more than 20% increase in solid-like behavior (measured by FRAP recovery time >80% and decreased merging kine— no observation —pending0.75
IF scaffold proteins TIA1 or G3BP1 acquire specific phosphorylation events (S257, T280) that reduce their intrinsically disordered region chaperone activity, THEN TDP-43/FUS-containing RNP granules wiIncreased immobile fraction (>80% loss of fluorescence recovery) and detergent-insoluble pellet formation in TDP-43/FUS granules when scaffold proteins carry ag— no observation —pending0.75
IF selective neuronal vulnerability in ALS/FTD results from granule composition-dependent weak points, THEN motor neurons and frontal cortex neurons will contain higher proportions of TDP-43/FUS-positVulnerable neuronal populations will show: (1) >60% of stress granules positive for TDP-43/FUS, (2) 2-3 fold lower chaperone activity of purified scaffold compl— no observation —pending0.72
🔮 Falsifiable Predictions (4)
pendingconf —
IF specific PTMs on scaffold proteins TIA1/G3BP1 (serine/threonine phosphorylation or lysine acetylation) that reduce chaperone activity are prevented by mutational blockade THEN stress granules containing TDP-43 or FUS client proteins will maintain liquid-like properties and resist pathological agi
Predicted outcome: Granules with PTM-deficient scaffolds will show no more than 20% increase in solid-like behavior (measured by FRAP recovery time >80% and decreased me
Falsification: If PTM-deficient scaffold mutants show identical or accelerated liquid-solid transition kinetics compared to wild-type, OR if granules containing TDP-43/FUS with wild-type scaffolds maintain fully liq
pendingconf —
IF granule scaffold composition is systematically varied to contain either aggregation-prone clients (TDP-43, FUS, TIA1) or protected clients (ribosomal protein-associated mRNA granules) THEN granules with aggregation-prone clients will demonstrate accelerated liquid-solid transition kinetics and in
Predicted outcome: Droplets containing TDP-43 or FUS的客户蛋白 will show >50% reduction in FRAP recovery and >2-fold increase in protease-resistant material after 24h in vitr
Falsification: If granules containing aggregation-prone clients and protected clients show identical phase transition kinetics, OR if protected client granules undergo accelerated pathological solidification, the sc
pendingconf —
IF scaffold proteins TIA1 or G3BP1 acquire specific phosphorylation events (S257, T280) that reduce their intrinsically disordered region chaperone activity, THEN TDP-43/FUS-containing RNP granules will exhibit accelerated liquid-to-solid phase transition and increased detergent-insolubility in prim
Predicted outcome: Increased immobile fraction (>80% loss of fluorescence recovery) and detergent-insoluble pellet formation in TDP-43/FUS granules when scaffold protein
Falsification: Phospho-mimetic mutations on TIA1/G3BP1 scaffolds do NOT accelerate phase transition; granules remain liquid with full FRAP recovery (>90%) and detergent solubility; selective pathology does NOT corre
pendingconf —
IF selective neuronal vulnerability in ALS/FTD results from granule composition-dependent weak points, THEN motor neurons and frontal cortex neurons will contain higher proportions of TDP-43/FUS-positive stress granules with reduced scaffold protein chaperone activity compared to resistant cell type
Predicted outcome: Vulnerable neuronal populations will show: (1) >60% of stress granules positive for TDP-43/FUS, (2) 2-3 fold lower chaperone activity of purified scaf
Falsification: Vulnerable and resistant neurons show identical granule composition and scaffold chaperone activity; selective vulnerability does NOT correlate with TDP-43/FUS granule content; pathology arises indepe
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