🧪
hypothesis

TDP-43 condensation thermodynamics as a therapeutic target and biomarker for nuclear-cytoplasmic compartmentalization

Hypothesis

TDP-43 condensation thermodynamics as a therapeutic target and biomarker for nuclear-cytoplasmic compartmentalization

FRAP-based measurement of TDP-43 liquid-liquid phase separation state provides a continuous biomarker of nuclear-cytoplasmic compartmentalization.
🧬 TARDBP (TDP-43 protein); IPO4/IP09 (nuclear import receptors as secondary targets)🩺 neuroscience🎯 Composite 72%💱 $0.63▼20.0%proposed
EvidencePending (0%)📖 8 cit🗣 1 debates 8 support 2 oppose
✓ All Quality Gates Passed
Mechanistic 0.78 (15%) Evidence 0.72 (15%) Novelty 0.80 (12%) Feasibility 0.68 (12%) Impact 0.72 (12%) Druggability 0.65 (10%) Safety 0.82 (8%) Competition 0.70 (6%) Data Avail. 0.75 (5%) Reproducible 0.72 (5%) KG Connect 0.50 (8%) 0.724 composite
🏆 ChallengeResolve: TDP-43 condensation thermodynamics as a therapeutic target and biomarke$500 →
☰ Compare⚔️ Duel⚛️ Collide
📄 Export LaTeX
arXiv PreprintNeurIPSNature MethodsPLOS ONE
📖 Export BibTeXinteract with this hypothesis
Composite72%

🧪 Overview

FRAP-based measurement of TDP-43 liquid-liquid phase separation state provides a continuous biomarker of nuclear-cytoplasmic compartmentalization. Endogenous TDP-43-eGFP knock-in in iPSC neurons enables longitudinal monitoring; orthogonal validation via mAb414 nuclear pore integrity anchors imaging to ultrastructure. Primary constraint is imaging endpoint gap—two-photon FRAP is not deployable in standard trials; PET ligand development is the critical path to clinical utility.

🧬 Mechanism

🧬 Curated Mechanism Pathway

Curated pathway from expert analysis

flowchart TD
    A["TARDBP/TDP-43<br/>Nuclear RNA-Binding Protein"]
    B["Stress or Mutation<br/>ALS/FTD Trigger"]
    C["TDP-43 Mislocalization<br/>Cytoplasmic Accumulation"]
    D["Nuclear TDP-43 Depletion<br/>Cryptic Exon Inclusion"]
    E["TDP-43 Aggregates<br/>Ubiquitin+ Phospho+ Inclusions"]
    F["Splicing Dysregulation<br/>STMN2/UNC13A Targets"]
    G["Synaptic Failure<br/>Motor Neuron Degeneration"]
    A --> B
    B --> C
    C --> D
    C --> E
    D --> F
    E --> G
    F --> G
    style A fill:#1a237e,stroke:#4fc3f7,color:#4fc3f7
    style C fill:#b71c1c,stroke:#ef9a9a,color:#ef9a9a
    style G fill:#b71c1c,stroke:#ef9a9a,color:#ef9a9a

⚖️ Evidence

⚖️ Evidence Matrix8 supports2 contradicts
Supports
TDP-43 pathology present in >95% of ALS cases
PMID:19042910
Supports
Nuclear import defects cause cytoplasmic TDP-43 accumulation
PMID:30540933
Supports
Phase separation of TDP-43 directly observed by super-resolution microscopy
PMID:31439799
Supports
TDP-43 seeding induces cytoplasmic aggregation heterogeneity and nuclear loss of function of TDP-43.
Neuron2025PMID:40157356medium
Supports
Stress-induced TDP-43 nuclear condensation causes splicing loss of function and STMN2 depletion.
Cell Rep2024PMID:38941189medium
Supports
TDP-43 dysfunction leads to bioenergetic failure and lipid metabolic rewiring in human cells.
Redox Biol2024PMID:39116527medium
Supports
TDP-43 pathology disrupts nuclear pore complexes and nucleocytoplasmic transport in ALS/FTD.
Nat Neurosci2018PMID:29311743medium
Supports
TDP-43 nuclear condensation and neurodegenerative proteinopathies.
Trends Neurosci2024PMID:39327159medium
Contradicts
FRAP measures protein mobility influenced by viscosity and crowding, not exclusively liquid-to-solid transition; cannot distinguish phase separation defects from nuclear import defects without orthogonal anchor
Contradicts
TDP-43 aggregates may form via mechanisms distinct from liquid-to-solid phase transition, making FRAP kinetics an indirect read-out
📖 Linked Papers

No linked papers recorded for this hypothesis yet.

🏥 Translation

🧬 3D Protein Structure — TARDBP

🧬 PDB 4BS2 Click to expand

Experimental structure from RCSB PDB | Powered by Mol*

🧠 GTEx v10 Brain ExpressionJSON

Median TPM across 13 brain regions for TARDBP (TDP-43 protein); IPO4/IP09 (nuclear import receptors as secondary targets) from GTEx v10.

Cerebellar Hemisphere131 Cerebellum115 Spinal cord cervical c-160.7 Frontal Cortex BA947.3 Substantia nigra42.8 Nucleus accumbens basal ganglia42.5 Hypothalamus42.3 Caudate basal ganglia40.2 Cortex39.9 Hippocampus36.0 Anterior cingulate cortex BA2435.7 Putamen basal ganglia35.4 Amygdala34.8median 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 TARDBP (TDP-43 protein); IPO4 →

No DepMap CRISPR Chronos data found for TARDBP (TDP-43 protein); IPO4.

Run python3 scripts/backfill_hypothesis_depmap.py to populate.

🏆 Tournament

🏆 Arenas / Elo

No arena matches recorded yet. Browse Arenas →

📊 Market Indicators

7d Trend
Falling
7d Momentum
▼ 1.6%
Volatility
Medium
0.0344
Events (7d)
3
Price History
▼20.0%

💾 Resource Usage

LLM Tokens
13,784
$0.0414
Total Cost
$0.0414

🔮 Predictions

🔎 Predictions vs Observations2 predictions · 0 with recorded observations
PredictionPredictedObservedStatusConf
IF nuclear-cytoplasmic TDP-43 compartmentalization is quantified via orthogonal mAb414 immunostaining and eGFP FRAP in iPSC neurons derived from ALS/FTLD patients versus age-matched controls, THEN patCohort difference: FRAP t½ ≥25s in patient group vs. ≤18s in controls; mAb414 nuclear integrity score inversely correlated with cytoplasmic TDP-43 mislocalizati— no observation —pending0.70
IF IPO4 nuclear import receptor agonist (50 μM PYR-41 or equivalent small molecule) is applied to TDP-43-eGFP knock-in iPSC neurons for 72 hours, THEN mean FRAP recovery half-time will decrease by ≥30FRAP recovery half-time: intervention ≤14s vs. vehicle ≥20s (Cohen's d ≥0.8); mobile fraction increased by ≥15%.— no observation —pending0.65
🔮 Falsifiable Predictions (2)
pendingconf 70%
IF nuclear-cytoplasmic TDP-43 compartmentalization is quantified via orthogonal mAb414 immunostaining and eGFP FRAP in iPSC neurons derived from ALS/FTLD patients versus age-matched controls, THEN patients with ALS/FTLD will exhibit ≥40% longer FRAP half-times and ≥0.5 increase in cytoplasmic/nuclea
Predicted outcome: Cohort difference: FRAP t½ ≥25s in patient group vs. ≤18s in controls; mAb414 nuclear integrity score inversely correlated with cytoplasmic TDP-43 mis
Falsification: No significant difference in FRAP kinetics between patient and control neurons (p >0.05), indicating TDP-43 condensation state does not track nuclear-cytoplasmic compartmentalization as a biomarker.
pendingconf 65%
IF IPO4 nuclear import receptor agonist (50 μM PYR-41 or equivalent small molecule) is applied to TDP-43-eGFP knock-in iPSC neurons for 72 hours, THEN mean FRAP recovery half-time will decrease by ≥30% compared to vehicle-treated controls, indicating increased liquid-like mobility and restored nucle
Predicted outcome: FRAP recovery half-time: intervention ≤14s vs. vehicle ≥20s (Cohen's d ≥0.8); mobile fraction increased by ≥15%.
Falsification: No significant change in FRAP kinetics (p >0.05) or paradoxical decrease in mobile fraction, indicating IPO4 agonism does not modulate TDP-43 condensation thermodynamics as proposed.
View on SciDEX ↗