ID: h-d4ac0303f6
Hypothesis

G2019S primarily raises baseline LRRK2 kinase activity rather than amplifying lysosomal swelling gain

The most supported model is that pathogenic G2019S shifts the basal catalytic set-point upward, producing higher baseline phospho-Rab output while leaving the core lysosomal volume-sensing response architecture largely intact.
🧬 LRRK2🩺 neurodegeneration🎯 Composite 79%💱 $0.62▼22.1%proposed
EvidencePending (0%)📖 14 cit🗣 1 debates 7 support 2 oppose
✓ All Quality Gates Passed
Mechanistic 0.86 (15%) Evidence 0.32 (15%) Novelty 0.48 (12%) Feasibility 0.91 (12%) Impact 0.88 (12%) Druggability 0.93 (10%) Safety 0.67 (8%) Competition 0.72 (6%) Data Avail. 0.82 (5%) Reproducible 0.80 (5%) KG Connect 0.56 (8%) 0.790 composite
🏆 ChallengeResolve: G2019S primarily raises baseline LRRK2 kinase activity rather than ampl$250 →

🧪 Overview

The most supported model is that pathogenic G2019S shifts the basal catalytic set-point upward, producing higher baseline phospho-Rab output while leaving the core lysosomal volume-sensing response architecture largely intact. In this view, mutant cells begin from a higher activity floor, and the key experimental discriminator is whether baseline-normalized EC50, slope, or Emax materially increase during graded swelling.

🧬 Mechanism

🧬 Curated Mechanism Pathway

Curated pathway from expert analysis

flowchart TD
    A["LRRK2<br/>Primary Target"]
    B["Biological Process 1<br/>Mechanistic Step A"]
    C["Biological Process 2<br/>Mechanistic Step B"]
    D["Output Phenotype<br/>Disease Effect"]
    A --> B
    B --> C
    C --> D
    style A fill:#1a237e,stroke:#4fc3f7,color:#4fc3f7
    style D fill:#b71c1c,stroke:#ef9a9a,color:#ef9a9a

⚖️ Evidence

⚖️ Evidence Matrix7 supports2 contradicts
Supports
Endogenous G2019S shows only modest phospho-Rab elevation compared with stronger ROC-COR mutants, consistent with a modest catalytic bias rather than a major gain increase.
Supports
Membrane recruitment is sufficient to trigger Rab phosphorylation, implying recruitment may be the main activation event and G2019S may add a higher baseline set-point onto that pathway.
Supports
Mitochondrial ROS promotes susceptibility to infection via gasdermin D-mediated necroptosis.
Cell2022PMID:35907404medium
Supports
ASO-mediated knockdown or kinase inhibition of G2019S-Lrrk2 modulates lysosomal tubule-associated antigen presentation in macrophages.
Mol Ther Nucleic Acids2023PMID:38028198medium
Supports
Protective or Pathogenic? Kinase activity and the neurodevelopmental origins of G2019S LRRK2-Associated Parkinson's disease.
Parkinsonism Relat Disord2026PMID:41344986medium
Supports
The Parkinson's-disease-associated mutation LRRK2-G2019S alters dopaminergic differentiation dynamics via NR2F1.
Cell Rep2021PMID:34686322medium
Supports
Brain Penetrant LRRK2 Inhibitor.
ACS Med Chem Lett2012PMID:23066449medium
Contradicts
Existing studies do not cleanly separate baseline offset from stimulus gain under endogenous graded lysosomal swelling conditions.
Contradicts
Elevated phospho-Rab biomarkers in carriers could also reflect altered membrane dwell time, substrate access, or phosphatase balance rather than a simple baseline-only effect.
📖 Linked Papers (8)Export BibTeX ↗
Exploring the focal role of LRRK2 kinase in Parkinson's disease.
Environmental science and pollution research international (2022) · PubMed:35147886 ↗
No figures
Multiple Sclerosis Pathology.
Cold Spring Harbor perspectives in medicine (2018) · PubMed:29358320 ↗
No figures

🏥 Translation

🧬 3D Protein Structure — LRRK2

🧬 PDB 6VP6 Click to expand

Experimental structure from RCSB PDB | Powered by Mol*

🧠 GTEx v10 Brain ExpressionJSON

Median TPM across 13 brain regions for LRRK2 from GTEx v10.

Frontal Cortex BA93.5 Cortex3.3 Spinal cord cervical c-13.1 Anterior cingulate cortex BA242.8 Substantia nigra2.7 Hypothalamus2.6 Nucleus accumbens basal ganglia2.5 Amygdala2.5 Caudate basal ganglia2.4 Cerebellum2.1 Hippocampus1.8 Cerebellar Hemisphere1.8 Putamen basal ganglia1.8median 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 LRRK2 →

No DepMap CRISPR Chronos data found for LRRK2.

Run python3 scripts/backfill_hypothesis_depmap.py to populate.

💰 Estimated Development
Cost
$0
Timeline

🏆 Tournament

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📊 Market Indicators

7d Trend
Falling
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Volatility
Low
0.0080
Events (7d)
3
Price History
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💾 Resource Usage

LLM Tokens
18,998
$0.0570
Total Cost
$0.0570

🔮 Predictions

🔎 Predictions vs Observations2 predictions · 0 with recorded observations
PredictionPredictedObservedStatusConf
IF G2019S and WT cells are treated with graded concentrations of osmotic lysosomal stressors (mannitol, sucrose, or nigericin) for 2-24 hours, THEN the baseline-normalized dose-response curve for phosNormalized EC50, Emax, and Hill slope for phospho-Rab10 induction will be comparable between G2019S and WT (difference < 20%)— no observation —pending0.65
IF primary fibroblasts or iPSC-derived neurons carrying G2019S LRRK2 are compared to isogenic wild-type controls, THEN phospho-Rab10 (Ser106) or phospho-Rab8A (Ser72) levels will be significantly elevBaseline phospho-Rab10/Rab8A levels will be higher in G2019S carriers than in isogenic controls— no observation —pending0.75
🔮 Falsifiable Predictions (2)
pendingconf 75%
IF primary fibroblasts or iPSC-derived neurons carrying G2019S LRRK2 are compared to isogenic wild-type controls, THEN phospho-Rab10 (Ser106) or phospho-Rab8A (Ser72) levels will be significantly elevated at baseline (no lysosomal stress) by at least 30-50% as measured by quantitative immunoblot or
Predicted outcome: Baseline phospho-Rab10/Rab8A levels will be higher in G2019S carriers than in isogenic controls
Falsification: No significant difference in baseline phospho-Rab10/Rab8A levels between G2019S and WT cells (t-test p > 0.05 or fold-change < 1.3)
pendingconf 65%
IF G2019S and WT cells are treated with graded concentrations of osmotic lysosomal stressors (mannitol, sucrose, or nigericin) for 2-24 hours, THEN the baseline-normalized dose-response curve for phospho-Rab10 will show no material increase in EC50, Emax, or Hill slope in G2019S versus WT, WITHIN 6
Predicted outcome: Normalized EC50, Emax, and Hill slope for phospho-Rab10 induction will be comparable between G2019S and WT (difference < 20%)
Falsification: G2019S cells show >20% increase in baseline-normalized Emax or >2-fold leftward shift in EC50, or significantly steeper Hill slope, indicating true amplification of the swelling response rather than m
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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