ID: h_seaad_003
Hypothesis

Layer V excitatory neurons show selectively enhanced vulnerability through dysregulated calcium signaling

Layer V excitatory neurons show selectively enhanced vulnerability through dysregulated calcium signaling starts from the claim that modulating SLC17A7 within the disease context of Alzheimer's disease can redirect a disease-relevant pro.
🧬 SLC17A7🩺 alzheimers🎯 Composite 63%💱 $0.57▼18.7%promoted
neurodegeneration
EvidencePending (0%)📖 1 cit🗣 4 debates 4 support 2 oppose
✓ All Quality Gates Passed
Mechanistic 0.71 (15%) Evidence 0.75 (15%) Novelty 0.75 (12%) Feasibility 0.70 (12%) Impact 0.82 (12%) Druggability 0.00 (10%) Safety 0.38 (8%) Competition 0.00 (6%) Data Avail. 0.00 (5%) Reproducible 0.88 (5%) KG Connect 0.66 (8%) 0.632 composite

🧪 Overview

Mechanistic Overview


Layer V excitatory neurons show selectively enhanced vulnerability through dysregulated calcium signaling starts from the claim that modulating SLC17A7 within the disease context of Alzheimer's disease can redirect a disease-relevant process. The original description reads: "# Layer V excitatory neurons show selectively enhanced vulnerability through dysregulated calcium signaling

...

🧬 Mechanism

🧬 Curated Mechanism Pathway

Curated pathway from expert analysis

graph TD
    A["Layer V Excitatory Neurons"] --> B["High Metabolic Demands"]
    A --> C["Extensive Subcortical Projections"]
    A --> D["Large Soma Size"]
    B --> E["Increased Calcium Influx"]
    C --> F["Enhanced Synaptic Activity"]
    D --> G["Greater Calcium Buffering Requirements"]
    E --> H["SLC17A7 Glutamate Transporter"]
    F --> H
    G --> I["Calcium Homeostasis Disruption"]
    H --> J["Excessive Glutamate Release"]
    I --> K["Mitochondrial Dysfunction"]
    J --> L["NMDA Receptor Overactivation"]
    K --> M["ATP Depletion"]
    L --> N["Calcium Overload"]
    M --> O["Cellular Stress Response"]
    N --> P["Tau Hyperphosphorylation"]
    O --> Q["Neuronal Death"]
    P --> Q

    style A fill:#4fc3f7,color:#0d0d1a
    style B fill:#4fc3f7,color:#0d0d1a
    style C fill:#4fc3f7,color:#0d0d1a
    style D fill:#4fc3f7,color:#0d0d1a
    style E fill:#4fc3f7,color:#0d0d1a
    style F fill:#4fc3f7,color:#0d0d1a
    style G fill:#4fc3f7,color:#0d0d1a
    style H fill:#4fc3f7,color:#0d0d1a
    style I fill:#ef5350,color:#0d0d1a
    style J fill:#ef5350,color:#0d0d1a
    style K fill:#ef5350,color:#0d0d1a
    style L fill:#ef5350,color:#0d0d1a
    style M fill:#ef5350,color:#0d0d1a
    style N fill:#ef5350,color:#0d0d1a
    style O fill:#ef5350,color:#0d0d1a
    style P fill:#ef5350,color:#0d0d1a
    style Q fill:#ef5350,color:#0d0d1a

⚖️ Evidence

⚖️ Evidence Matrix4 supports2 contradicts
Supports
A gut-brain neural circuit for nutrient sensory transduction.
Science2018PMID:30237325
Supports
Specialized astrocytes mediate glutamatergic gliotransmission in the CNS.
Nature2023PMID:37674083
Supports
Local protein synthesis is a ubiquitous feature of neuronal pre- and postsynaptic compartments.
Science2019PMID:31097639
Supports
Social Processing in the Amygdala: Single-Nucleus RNA-Sequencing Reveals Distinct Neuronal Responses to Dominant and Subordinate Cues.
Res Sq2026PMID:41727617
Contradicts
Molecular pharmacology of glutamate transporters, EAATs and VGLUTs.
Brain Res Brain Res Rev2004PMID:15210307
Contradicts
The Role of Glutamatergic Gene Polymorphisms in the Clinical Phenotypes of Schizophrenia.
Genes (Basel)2023PMID:36980845

🏥 Translation

🧬 3D Protein Structure — SLC17A7

No curated PDB or AlphaFold mapping for SLC17A7 yet. Search RCSB →

🧠 GTEx v10 Brain ExpressionJSON

Median TPM across 13 brain regions for SLC17A7 from GTEx v10.

Frontal Cortex BA9570 Cerebellum540 Cerebellar Hemisphere530 Cortex515 Anterior cingulate cortex BA24446 Hippocampus330 Amygdala268 Spinal cord cervical c-12.1median 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 SLC17A7 →

No DepMap CRISPR Chronos data found for SLC17A7.

Run python3 scripts/backfill_hypothesis_depmap.py to populate.

💰 Estimated Development
Cost
$0
Timeline
2.3 years

🏆 Tournament

🏆 Arenas / Elo

No arena matches recorded yet. Browse Arenas →

📊 Market Indicators

7d Trend
Falling
7d Momentum
▼ 1.2%
Volatility
Low
0.0060
Events (7d)
3
Price History
▼18.7%

💾 Resource Usage

LLM Tokens
26,892
$0.0504
Total Cost
$0.0504

🔮 Predictions

🔎 Predictions vs Observations2 predictions · 0 with recorded observations
PredictionPredictedObservedStatusConf
IF single-nucleus RNA sequencing and spatial transcriptomics are performed on human prefrontal cortex (Brodmann area 46) from ROSMAP cohort participants stratified as cognitively normal (n=30), prodroCACNA1C (log2FC ≥0.8) and CAMK2A (log2FC ≥0.6) upregulation in Layer V excitatory neurons specifically in prodromal AD; significant positive correlation between— no observation —pending0.72
IF AAV9-mediated CRISPRi silencing of SLC17A7 is delivered to Layer V excitatory neurons in 5xFAD mice at 3 months (prodromal stage) THEN intracellular calcium concentration ([Ca2+]i) in Layer V ET neReduced [Ca2+]i (≥40% decrease) and preserved Layer V ET neuronal density (≥80% of wild-type) in CRISPRi-treated vs. vehicle-treated 5xFAD mice— no observation —pending0.65
🔮 Falsifiable Predictions (2)
pendingconf 72%
IF single-nucleus RNA sequencing and spatial transcriptomics are performed on human prefrontal cortex (Brodmann area 46) from ROSMAP cohort participants stratified as cognitively normal (n=30), prodromal AD (n=30), and moderate AD dementia (n=30) THEN CACNA1C and CAMK2A expression in Layer V excitat
Predicted outcome: CACNA1C (log2FC ≥0.8) and CAMK2A (log2FC ≥0.6) upregulation in Layer V excitatory neurons specifically in prodromal AD; significant positive correlati
Falsification: Calcium homeostasis gene expression is unchanged or downregulated in prodromal AD; CACNA1C/CAMK2A upregulation occurs only AFTER phospho-tau accumulation (AT8+); no Layer V-specific enrichment of dysr
pendingconf 65%
IF AAV9-mediated CRISPRi silencing of SLC17A7 is delivered to Layer V excitatory neurons in 5xFAD mice at 3 months (prodromal stage) THEN intracellular calcium concentration ([Ca2+]i) in Layer V ET neurons will decrease by ≥40% and neuronal density will be preserved at ≥80% of wild-type levels, wher
Predicted outcome: Reduced [Ca2+]i (≥40% decrease) and preserved Layer V ET neuronal density (≥80% of wild-type) in CRISPRi-treated vs. vehicle-treated 5xFAD mice
Falsification: CRISPRi-mediated SLC17A7 knockdown fails to reduce [Ca2+]i or does not prevent Layer V ET neuronal loss; equivalent [Ca2+]i elevation and neuronal dropout observed in both treatment and control groups

📖 References (6)

  1. A gut-brain neural circuit for nutrient sensory transduction.
    Kaelberer MM et al.. Science (New York, N.Y.) (2018)
  2. Specialized astrocytes mediate glutamatergic gliotransmission in the CNS.
    de Ceglia R et al.. Nature (2023)
  3. Local protein synthesis is a ubiquitous feature of neuronal pre- and postsynaptic compartments.
    Science (New York, N.Y.) (2019)
  4. Social Processing in the Amygdala: Single-Nucleus RNA-Sequencing Reveals Distinct Neuronal Responses to Dominant and Subordinate Cues.
    Dwortz MF et al.. Res Sq (2026)
  5. Molecular pharmacology of glutamate transporters, EAATs and VGLUTs.
    Shigeri Y et al.. Brain research. Brain research reviews (2004)
  6. The Role of Glutamatergic Gene Polymorphisms in the Clinical Phenotypes of Schizophrenia.
    ["Evgeniya G Poltavskaya" et al.. Genes (2023)
Metadatasource: v1_phase_c_backfill · origin_type: gap_debate
sourcev1_phase_c_backfill
origin_typegap_debate
_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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