ID: h-a735b8480c
Hypothesis

Layer-Specific Excitatory Neuron Vulnerability in Temporal Cortex

Layer 2/3 excitatory neurons show transcriptional signature of endoplasmic reticulum stress and mitochondrial dysfunction.
🧬 EIF2AK3🩺 neurodegeneration🎯 Composite 64%💱 $0.57▼10.7%proposed
EvidencePending (0%)📖 0 cit🗣 1 debates 3 support 2 oppose
✓ All Quality Gates Passed
Mechanistic 0.70 (15%) Evidence 0.65 (15%) Novelty 0.68 (12%) Feasibility 0.62 (12%) Impact 0.68 (12%) Druggability 0.65 (10%) Safety 0.55 (8%) Competition 0.70 (6%) Data Avail. 0.52 (5%) Reproducible 0.58 (5%) KG Connect 0.50 (8%) 0.636 composite

🧪 Overview

Layer 2/3 excitatory neurons show transcriptional signature of endoplasmic reticulum stress and mitochondrial dysfunction. SEA-AD snRNA-seq reveals elevated HSPA5 (BiP), DDIT3 (CHOP), and ATF4 targets indicating unresolved ER stress, accompanied by reduced MT-CO1 and NDUFA4 suggesting impaired oxidative phosphorylation.

🧬 Mechanism

🔗 Mechanism from KG for EIF2AK3

Auto-built from this analysis's top knowledge-graph edges.

graph TD
    MMP9["MMP9"] -->|causes| BBB_breakdown["BBB breakdown"]
    MMP9_1["MMP9"] -->|causes| Tau_Propagation["Tau Propagation"]
    Vascular_Dysfunction["Vascular Dysfunction"] -->|causes| Tau_Propagation_2["Tau Propagation"]
    CSF1R["CSF1R"] -->|regulates| neuroinflammation["neuroinflammation"]
    apoe4["apoe4"] -->|causes| microglial_inflammation["microglial inflammation"]
    TREM2_deficiency["TREM2 deficiency"] -->|causes| alternative_DAM_activatio["alternative DAM activation"]
    ER_Stress["ER Stress"] -->|causes| Neuronal_Vulnerability["Neuronal Vulnerability"]
    EIF2AK3["EIF2AK3"] -->|regulates| UNFOLDED_PROTEIN_RESPONSE["UNFOLDED PROTEIN RESPONSE"]
    mitochondrial_dysfunction["mitochondrial_dysfunction"] -->|causes| Neuronal_Vulnerability_3["Neuronal Vulnerability"]
    PDGFRA["PDGFRA"] -->|causes| OPC_maturation_arrest["OPC maturation arrest"]
    OPC_maturation_arrest_4["OPC maturation arrest"] -->|causes| Demyelination["Demyelination"]
    TDP_43["TDP-43"] -->|associated with| AD_TDP_co_pathology["AD-TDP co-pathology"]
    style MMP9 fill:#ce93d8,stroke:#333,color:#000
    style BBB_breakdown fill:#4fc3f7,stroke:#333,color:#000
    style MMP9_1 fill:#ce93d8,stroke:#333,color:#000
    style Tau_Propagation fill:#4fc3f7,stroke:#333,color:#000
    style Vascular_Dysfunction fill:#4fc3f7,stroke:#333,color:#000
    style Tau_Propagation_2 fill:#4fc3f7,stroke:#333,color:#000
    style CSF1R fill:#ce93d8,stroke:#333,color:#000
    style neuroinflammation fill:#4fc3f7,stroke:#333,color:#000
    style apoe4 fill:#ef5350,stroke:#333,color:#000
    style microglial_inflammation fill:#4fc3f7,stroke:#333,color:#000
    style TREM2_deficiency fill:#4fc3f7,stroke:#333,color:#000
    style alternative_DAM_activatio fill:#4fc3f7,stroke:#333,color:#000
    style ER_Stress fill:#4fc3f7,stroke:#333,color:#000
    style Neuronal_Vulnerability fill:#4fc3f7,stroke:#333,color:#000
    style EIF2AK3 fill:#ce93d8,stroke:#333,color:#000
    style UNFOLDED_PROTEIN_RESPONSE fill:#ce93d8,stroke:#333,color:#000
    style mitochondrial_dysfunction fill:#4fc3f7,stroke:#333,color:#000
    style Neuronal_Vulnerability_3 fill:#4fc3f7,stroke:#333,color:#000
    style PDGFRA fill:#ce93d8,stroke:#333,color:#000
    style OPC_maturation_arrest fill:#4fc3f7,stroke:#333,color:#000
    style OPC_maturation_arrest_4 fill:#4fc3f7,stroke:#333,color:#000
    style Demyelination fill:#81c784,stroke:#333,color:#000
    style TDP_43 fill:#4fc3f7,stroke:#333,color:#000
    style AD_TDP_co_pathology fill:#ef5350,stroke:#333,color:#000

⚖️ Evidence

⚖️ Evidence Matrix3 supports2 contradicts
Supports
Layer-specific vulnerability confirmed in human brain
Supports
ER stress implicated in neurodegeneration
Supports
Proteostasis failure documented in AD neurons
Contradicts
Hypoxia-responsive genes elevated due to agonal state artifact
Contradicts
ER stress markers localize primarily to glia, not neurons
📖 Linked Papers

No linked papers recorded for this hypothesis yet.

🏥 Translation

🧬 3D Protein Structure — EIF2AK3

No curated PDB or AlphaFold mapping for EIF2AK3 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 EIF2AK3 →

No DepMap CRISPR Chronos data found for EIF2AK3.

Run python3 scripts/backfill_hypothesis_depmap.py to populate.

🏆 Tournament

🏆 Arenas / Elo

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📊 Market Indicators

7d Trend
Stable
7d Momentum
▼ 0.8%
Volatility
Low
0.0020
Events (7d)
3
Price History
▼10.7%

💾 Resource Usage

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

🔮 Predictions

🔎 Predictions vs Observations2 predictions · 0 with recorded observations
PredictionPredictedObservedStatusConf
IF EIF2AK3/PERK pathway activity is pharmacologically modulated (inhibited) in human cortical brain organoids for 14 days, THEN Layer 2/3 excitatory neuron populations will show reduced DDIT3 (CHOP) aSignificant reduction (≥30%) in DDIT3 and HSPA5 normalized expression in Layer 2/3 excitatory neuron clusters following PERK inhibitor (GSK2606414 or AMG 973) t— no observation —pending0.65
IF the EIF2AK3-mediated proteostasis stress signature in Layer 2/3 excitatory neurons is disease-relevant, THEN Layer 2/3 excitatory neurons from independent Alzheimer's disease cohorts will show concSignificant reduction (≥25%) in MT-CO1 and NDUFA4 protein expression in Layer 2/3 excitatory neurons in Alzheimer's disease temporal cortex samples relative to — no observation —pending0.72
🔮 Falsifiable Predictions (2)
pendingconf 72%
IF the EIF2AK3-mediated proteostasis stress signature in Layer 2/3 excitatory neurons is disease-relevant, THEN Layer 2/3 excitatory neurons from independent Alzheimer's disease cohorts will show concordant reduction in MT-CO1 and NDUFA4 protein levels (mitochondrial oxidative phosphorylation marker
Predicted outcome: Significant reduction (≥25%) in MT-CO1 and NDUFA4 protein expression in Layer 2/3 excitatory neurons in Alzheimer's disease temporal cortex samples re
Falsification: MT-CO1 and NDUFA4 protein levels are equivalent or elevated in Layer 2/3 excitatory neurons in Alzheimer's disease compared to controls, indicating mitochondrial dysfunction is not a consistent featur
pendingconf 65%
IF EIF2AK3/PERK pathway activity is pharmacologically modulated (inhibited) in human cortical brain organoids for 14 days, THEN Layer 2/3 excitatory neuron populations will show reduced DDIT3 (CHOP) and HSPA5 (BiP) transcript levels relative to vehicle-treated controls, as measured by single-cell RN
Predicted outcome: Significant reduction (≥30%) in DDIT3 and HSPA5 normalized expression in Layer 2/3 excitatory neuron clusters following PERK inhibitor (GSK2606414 or
Falsification: DDIT3 and HSPA5 expression remains unchanged or increases in Layer 2/3 excitatory neurons after PERK pathway inhibition, indicating the elevated ER stress markers are not downstream of EIF2AK3 signali
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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