ID: h-08ca25f232
Hypothesis

H1: T-Type Calcium Channel–Driven Calcium Overload and Proteostasis Collapse

**Molecular Mechanism and Rationale**.
🧬 CACNA1H (Cav3.2), CAPN2, PPP2R2D🩺 neurodegeneration🎯 Composite 73%💱 $0.60▼17.8%proposed
EvidencePending (0%)📖 0 cit🗣 1 debates 4 support 3 oppose
✓ All Quality Gates Passed
Mechanistic 0.68 (15%) Evidence 0.72 (15%) Novelty 0.55 (12%) Feasibility 0.80 (12%) Impact 0.75 (12%) Druggability 0.88 (10%) Safety 0.72 (8%) Competition 0.70 (6%) Data Avail. 0.80 (5%) Reproducible 0.72 (5%) KG Connect 0.50 (8%) 0.730 composite
🏆 ChallengeResolve: Cav3.2 T-Type Calcium Channel–Driven Calcium Overload Triggers Calpain-$500K →

🧪 Overview

Molecular Mechanism and Rationale

The pathophysiology of neurodegeneration in layer II stellate cells centers on dysregulated calcium homeostasis mediated by T-type calcium channels, specifically the Cav3.2 subtype encoded by CACNA1H. These neurons exhibit characteristic theta-burst firing patterns (4-8 Hz) that create sustained periods of membrane depolarization, leading to prolonged activation of voltage-gated calcium channels. Unlike other neuronal populations that rely primarily on L-type or N-type channels for calcium influx, layer II stellate cells demonstrate preferential expression of Cav3.2 channels, which activate at relatively hyperpolarized potentials (-60 to -50 mV) and exhibit slow inactivation kinetics. This unique electrophysiological profile creates a scenario where repetitive theta-burst activity results in cumulative calcium influx that overwhelms cellular buffering mechanisms.

...

🧬 Mechanism

🧬 Curated Mechanism Pathway

Curated pathway from expert analysis

flowchart TD
    A["CACNA1H Cav3.2, CAPN2, PPP2R2D<br/>Hypothesis Target"]
    B["Mitochondrial<br/>Cited Mechanism"]
    C["Cellular Response<br/>Stress or Clearance Change"]
    D["Neural Circuit Effect<br/>Synapse/Glia Vulnerability"]
    E["ALS<br/>Disease-Relevant Outcome"]
    A --> B
    B --> C
    C --> D
    D --> E
    style A fill:#1a237e,stroke:#4fc3f7,color:#4fc3f7
    style B fill:#b71c1c,stroke:#ef9a9a,color:#ef9a9a
    style E fill:#b71c1c,stroke:#ef9a9a,color:#ef9a9a

⚖️ Evidence

⚖️ Evidence Matrix4 supports3 contradicts
Supports
Layer II stellate cells show theta-burst firing elevating cytosolic Ca²⁺
Supports
Calpain activation cleaves tau into aggregation-competent fragments
Supports
Cav3.2 upregulation in human EC in early AD
Supports
PP2A B56δ deficiency exacerbates tau phosphorylation
Contradicts
T-type channels are ubiquitous—other T-channel neurons do not show equivalent AD vulnerability
Contradicts
Cav3.2 upregulation may be compensatory rather than causative
Contradicts
Ca²⁺ dysregulation is downstream of Aβ and tau pathology, creating circular causality risk
📖 Linked Papers

No linked papers recorded for this hypothesis yet.

🏥 Translation

🧬 3D Protein Structure — CACNA1H

No curated PDB or AlphaFold mapping for CACNA1H yet. Search RCSB →

🧠 GTEx v10 Brain ExpressionJSON

Median TPM across 13 brain regions for CACNA1H (Cav3.2), CAPN2, PPP2R2D from GTEx v10.

Nucleus accumbens basal ganglia19.4 Caudate basal ganglia16.6 Putamen basal ganglia16.1 Hypothalamus8.1 Amygdala8.0 Hippocampus6.7 Cortex6.4 Anterior cingulate cortex BA246.2 Frontal Cortex BA94.7 Substantia nigra2.5 Cerebellum1.3 Spinal cord cervical c-11.2 Cerebellar Hemisphere0.8median 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 CACNA1H (Cav3.2), CAPN2, PPP2R2D →

No DepMap CRISPR Chronos data found for CACNA1H (Cav3.2), CAPN2, PPP2R2D.

Run python3 scripts/backfill_hypothesis_depmap.py to populate.

💰 Estimated Development
Cost
$0
Timeline

🏆 Tournament

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📊 Market Indicators

7d Trend
Falling
7d Momentum
▼ 1.3%
Volatility
Low
0.0046
Events (7d)
3
Price History
▼17.8%

💾 Resource Usage

LLM Tokens
30,918
$0.0928
Total Cost
$0.0928

🔮 Predictions

🔎 Predictions vs Observations4 predictions · 0 with recorded observations
PredictionPredictedObservedStatusConf
IF Cav3.2 channels are pharmacologically blocked with ethosuximide (10 μM) during theta-burst stimulation (5 Hz bursts, 4 pulses/burst, 200 ms ISI) in Layer II stellate cells, THEN intracellular Ca²⁺ Ethosuximide treatment will reduce Ca²⁺ transient amplitude and integration in Layer II stellate cells by ≥40% (measured via Fluo-4 AM ratiometric imaging), wit— no observation —pending0.75
IF CAPN2 is selectively inhibited using siRNA knockdown or MDL-28170 (20 μM) in Layer II stellate cells, THEN calpain activity will normalize, proteasome chymotrypsin-like activity will increase by ≥3CAPN2 inhibition will restore proteasome activity to ≥80% of baseline (measured by Suc-LLVY-AMC cleavage assay), reduce 4-hydroxynonenal adduct accumulation by — no observation —pending0.68
IF Cav3.2 channels are pharmacologically blocked with ethosuximide (100 μM) during theta-burst stimulation (10 trains of 4 pulses at 100 Hz, 200 ms inter-train interval) in primary cultured entorhinalCalpain activity (measured by SLLP-AM cleavage assay), proteasome activity (measured by suc-LLVY-amc hydrolysis), mitochondrial calcium tolerance (measured by C— no observation —pending0.82
IF CACNA1H is selectively knocked down using AAV-shRNA in Layer II stellate cells of 3xTg-AD mice, THEN mitochondrial ROS production will decrease by >50%, proteasome activity will normalize to wild-tSilencing Cav3.2 specifically in Layer II stellate cells will attenuate the bioenergetic-proteostatic vicious cycle, preventing tau pathology progression and ne— no observation —pending0.79
🔮 Falsifiable Predictions (4)
pendingconf —
IF Cav3.2 channels are pharmacologically blocked with ethosuximide (10 μM) during theta-burst stimulation (5 Hz bursts, 4 pulses/burst, 200 ms ISI) in Layer II stellate cells, THEN intracellular Ca²⁺ accumulation will be reduced by ≥40% and tau hyperphosphorylation at Ser396/Thr231 will decrease by
Predicted outcome: Ethosuximide treatment will reduce Ca²⁺ transient amplitude and integration in Layer II stellate cells by ≥40% (measured via Fluo-4 AM ratiometric ima
Falsification: If Cav3.2 blockade reduces intracellular Ca²⁺ but tau hyperphosphorylation levels remain unchanged (p>0.05, n≥6 per group, ANOVA with Tukey post-hoc), the hypothesis that Cav3.2-driven Ca²⁺ overload i
pendingconf —
IF CAPN2 is selectively inhibited using siRNA knockdown or MDL-28170 (20 μM) in Layer II stellate cells, THEN calpain activity will normalize, proteasome chymotrypsin-like activity will increase by ≥30%, and mitochondrial cyclophilin D binding to MIPR1 will decrease, using primary entorhinal cortex
Predicted outcome: CAPN2 inhibition will restore proteasome activity to ≥80% of baseline (measured by Suc-LLVY-AMC cleavage assay), reduce 4-hydroxynonenal adduct accumu
Falsification: If CAPN2 inhibition fully restores proteasome function but fails to reduce tau hyperphosphorylation (p>0.05, n≥8 per group, Student's t-test) OR if mitochondrial parameters remain unchanged despite ca
pendingconf —
IF Cav3.2 channels are pharmacologically blocked with ethosuximide (100 μM) during theta-burst stimulation (10 trains of 4 pulses at 100 Hz, 200 ms inter-train interval) in primary cultured entorhinal cortex neurons, THEN calpain activity will decrease by >40%, proteasome chymotrypsin-like activity
Predicted outcome: Calpain activity (measured by SLLP-AM cleavage assay), proteasome activity (measured by suc-LLVY-amc hydrolysis), mitochondrial calcium tolerance (mea
Falsification: Ethosuximide treatment fails to reduce calpain activation, does not restore proteasome function, does not improve mitochondrial calcium handling, and does not reduce tau hyperphosphorylation despite a
pendingconf —
IF CACNA1H is selectively knocked down using AAV-shRNA in Layer II stellate cells of 3xTg-AD mice, THEN mitochondrial ROS production will decrease by >50%, proteasome activity will normalize to wild-type levels, insoluble tau aggregate formation will be reduced by >40%, and neuronal survival will im
Predicted outcome: Silencing Cav3.2 specifically in Layer II stellate cells will attenuate the bioenergetic-proteostatic vicious cycle, preventing tau pathology progress
Falsification: Knockdown of CACNA1H in Layer II stellate cells fails to reduce mitochondrial ROS, does not restore proteasome function, does not reduce tau aggregation, and does not improve neuronal survival. Or, pa
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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