🧪
hypothesis

TREM2-independent neuronal protection via cystatin-C/LRP2 signaling

Hypothesis

TREM2-independent neuronal protection via cystatin-C/LRP2 signaling

Cystatin C directly protects neurons against excitotoxicity through LRP2 (megalin) receptor engagement and AKT/ERK survival signaling.
🧬 CST3/LRP2/AKT/ERK🩺 neurodegeneration🎯 Composite 41%💱 $0.47▲12.0%proposed
EvidencePending (0%)📖 0 cit🗣 1 debates 3 support 3 oppose
✓ All Quality Gates Passed
Mechanistic 0.32 (15%) Evidence 0.35 (15%) Novelty 0.50 (12%) Feasibility 0.30 (12%) Impact 0.40 (12%) Druggability 0.25 (10%) Safety 0.60 (8%) Competition 0.70 (6%) Data Avail. 0.35 (5%) Reproducible 0.30 (5%) KG Connect 0.50 (8%) 0.410 composite
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arXiv PreprintNeurIPSNature MethodsPLOS ONE
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Composite41%

🧪 Overview

Cystatin C directly protects neurons against excitotoxicity through LRP2 (megalin) receptor engagement and AKT/ERK survival signaling. Critical weaknesses: neuronal LRP2 expression is technically challenging to detect and primarily studied in developmental contexts; systemic cystatin C must cross both BBB and neuronal membrane to engage LRP2—a two-membrane traversal problem with low probability.

🧬 Mechanism

🧬 Curated Mechanism Pathway

Curated pathway from expert analysis

flowchart TD
    A["Amyloid-beta Plaques<br/>Phospholipid Ligands"]
    B["TREM2 Receptor<br/>Ligand Binding"]
    C["TYROBP/DAP12<br/>ITAM Phosphorylation"]
    D["SYK Kinase<br/>Activation"]
    E["PLCG2<br/>IP3 + DAG Generation"]
    F["Ca2+ Release<br/>Cytoskeletal Remodeling"]
    G["Microglial Phagocytosis<br/>Plaque Compaction"]
    A --> B
    B --> C
    C --> D
    D --> E
    E --> F
    F --> G
    style A fill:#b71c1c,stroke:#ef9a9a,color:#ef9a9a
    style G fill:#1b5e20,stroke:#81c784,color:#81c784

⚖️ Evidence

⚖️ Evidence Matrix3 supports3 contradicts
Supports
CST3-LRP2 interaction demonstrated in kidney proximal tubules
PMID:24212290
Supports
Cystatin C is neuroprotective in ischemia models
PMID:18083121
Supports
Differential downstream signaling in microglia lacking Alzheimer's-related TREM2 or its adaptor TYROBP/DAP12.
Mol Neurodegener Adv2026PMID:41659250
Contradicts
Neuronal LRP2 protein detection is technically challenging
PMID:NA
Contradicts
Two-membrane BBB traversal problem
PMID:NA
Contradicts
High circulating cystatin C in renal disease associated with mortality, not neuroprotection
PMID:NA
📖 Linked Papers

No linked papers recorded for this hypothesis yet.

🏥 Translation

🧬 3D Protein Structure — CST3

No curated PDB or AlphaFold mapping for CST3 yet. Search RCSB →

🧠 GTEx v10 Brain ExpressionJSON

Median TPM across 13 brain regions for CST3/LRP2/AKT/ERK from GTEx v10.

Amygdala685 Putamen basal ganglia680 Caudate basal ganglia655 Cortex611 Frontal Cortex BA9583 Anterior cingulate cortex BA24529 Substantia nigra502 Hippocampus480 Nucleus accumbens basal ganglia447 Cerebellum350 Hypothalamus335 Cerebellar Hemisphere273 Spinal cord cervical c-1268median 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 CST3 →

No DepMap CRISPR Chronos data found for CST3.

Run python3 scripts/backfill_hypothesis_depmap.py to populate.

💰 Estimated Development
Cost
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🏆 Tournament

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📊 Market Indicators

7d Trend
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7d Momentum
▲ 0.4%
Volatility
Low
0.0197
Events (7d)
2
Price History
▲12.0%

💾 Resource Usage

LLM Tokens
11,154
$0.0335
Total Cost
$0.0335

🔮 Predictions

🔎 Predictions vs Observations2 predictions · 0 with recorded observations
PredictionPredictedObservedStatusConf
IF primary cortical neurons are subjected to LRP2 CRISPR knockout, THEN exogenously applied cystatin C will fail to protect against NMDA-induced excitotoxicity compared to wild-type neurons, with at lLDH release ≤20% in WT+cystatin C vs ≥40% in LRP2-KO+cystatin C; MTT viability ≥70% in WT+cystatin C vs ≤40% in LRP2-KO+cystatin C— no observation —pending0.45
IF adult mice receive neuron-specific LRP2 knockout (CamKII-Cre;LRP2flox), THEN systemic cystatin C administration (1mg/kg/day i.p. for 7 days) will fail to reduce cerebral infarct volume following 60Infarct volume reduction of ≥35% in WT mice receiving cystatin C vs vehicle; no significant reduction (<15%) in neuronal LRP2-KO mice receiving cystatin C— no observation —pending0.38
🔮 Falsifiable Predictions (2)
pendingconf 45%
IF primary cortical neurons are subjected to LRP2 CRISPR knockout, THEN exogenously applied cystatin C will fail to protect against NMDA-induced excitotoxicity compared to wild-type neurons, with at least 50% reduction in neuroprotective effect.
Predicted outcome: LDH release ≤20% in WT+cystatin C vs ≥40% in LRP2-KO+cystatin C; MTT viability ≥70% in WT+cystatin C vs ≤40% in LRP2-KO+cystatin C
Falsification: Equal neuroprotection (LDH release ≤25% in both conditions) observed in LRP2-KO neurons after cystatin C treatment would disprove LRP2 requirement
pendingconf 38%
IF adult mice receive neuron-specific LRP2 knockout (CamKII-Cre;LRP2flox), THEN systemic cystatin C administration (1mg/kg/day i.p. for 7 days) will fail to reduce cerebral infarct volume following 60-min transient MCAO compared to vehicle-treated knockout mice.
Predicted outcome: Infarct volume reduction of ≥35% in WT mice receiving cystatin C vs vehicle; no significant reduction (<15%) in neuronal LRP2-KO mice receiving cystat
Falsification: Cystatin C reducing infarct volume by ≥30% in neuron-specific LRP2 knockout mice would directly contradict the hypothesis that neuronal LRP2 mediates cystatin C neuroprotection
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