🧪
hypothesis

DPP6-linked neuronal regulatory networks controlling synaptic excitability and cognitive resilience in PD as proximal driver in DPP6 GWAS Signal: Cell-Type Regulatory Networks for PD Cognitive Decline

Hypothesis

DPP6-linked neuronal regulatory networks controlling synaptic excitability and cognitive resilience in PD as proximal driver in DPP6 GWAS Signal: Cell-Type Regulatory Networks for PD Cognitive Decline

DPP6-linked neuronal regulatory networks controlling synaptic excitability and cognitive resilience in PD should produce a measurable proximal phenotype before late disease pathology.
🧬 DPP6🩺 neurodegeneration🎯 Composite 63%💱 $0.56▼10.2%proposed
EvidencePending (0%)📖 0 cit🗣 1 debates 1 support 1 oppose
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arXiv PreprintNeurIPSNature MethodsPLOS ONE
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🧪 Overview

DPP6-linked neuronal regulatory networks controlling synaptic excitability and cognitive resilience in PD should produce a measurable proximal phenotype before late disease pathology. The decisive test is cell-type eQTL colocalization, enhancer perturbation, and prodromal PD single-nucleus validation in hippocampal and prefrontal neurons.

🧬 Mechanism

🧬 Curated Mechanism Pathway

Curated pathway from expert analysis

flowchart TD
    A["DPP6 GWAS Hit<br/>Potassium Channel Modulator"]
    B["K+ Channel Surfacing at<br/>Active Zone Dendritic Shaft"]
    C["AP Action Potential Repolarization<br/>Shorter Duration, Faster K+ Clearance"]
    D["Dendritic Excitability Dampened<br/>Reduced Ca2+ Influx Through VGCC"]
    E["Synaptic Plasticity Shift<br/>LTP vs LTD Balance Favoring Stability"]
    F["Cognitive Resilience in PD<br/>Executive Function Preservation"]
    G["DPP6 Risk Allele carriers<br/>Faster Cognitive Decline Trajectory"]
    A --> B
    B --> C
    C --> D
    D --> E
    E --> F
    A --> G
    G --> F
    style A fill:#1a237e,stroke:#4fc3f7,color:#4fc3f7
    style F fill:#b71c1c,stroke:#ef9a9a,color:#ef9a9a

⚖️ Evidence

⚖️ Evidence Matrix1 supports1 contradicts
Supports
DPP6 was identified as a novel PD cognitive-decline risk gene; the paper noted that functional validation and cell-type-specific mechanisms remain uncharacterised.
GWAS Identifies DPP6 as Risk Gene of Cognitive Dec
Contradicts
the GWAS signal may tag a nearby regulatory locus rather than DPP6 itself
GWAS Identifies DPP6 as Risk Gene of Cognitive Dec
📖 Linked Papers

No linked papers recorded for this hypothesis yet.

🏥 Translation

🧬 3D Protein Structure — DPP6

No curated PDB or AlphaFold mapping for DPP6 yet. Search RCSB →

💉 Clinical Trials

No clinical trials data linked to this hypothesis yet.

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Run scripts/backfill_clinvar_variants.py to fetch P/LP/VUS variants.

🔍 Search ClinVar for DPP6 →

No DepMap CRISPR Chronos data found for DPP6.

Run python3 scripts/backfill_hypothesis_depmap.py to populate.

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