🧪
hypothesis

Circulating Soluble PDGFRβ Reflects Pericyte Loss and Precedes Cognitive Decline in Neurodegeneration

Hypothesis

Circulating Soluble PDGFRβ Reflects Pericyte Loss and Precedes Cognitive Decline in Neurodegeneration

Soluble PDGFRβ (sPDGFRβ) is released into the bloodstream upon pericyte damage, serving as a peripheral indicator of blood-brain barrier (BBB) pericyte coverage loss.
🧬 PDGFRβ🎯 Composite 62%💱 $0.61▼5.3%proposed
neurodegeneration
EvidencePending (0%)📖 0 cit🗣 1 debates 4 support 4 oppose
✓ All Quality Gates Passed
Mechanistic 0.82 (15%) Evidence 0.40 (15%) Novelty 0.00 (12%) Feasibility 0.00 (12%) Impact 0.00 (12%) Druggability 0.00 (10%) Safety 0.00 (8%) Competition 0.00 (6%) Data Avail. 0.00 (5%) Reproducible 0.00 (5%) KG Connect 0.50 (8%) 0.625 composite
☰ Compare⚔️ Duel⚛️ Collide
📄 Export LaTeX
arXiv PreprintNeurIPSNature MethodsPLOS ONE
📖 Export BibTeXinteract with this hypothesis
Composite62%

🧪 Overview

Soluble PDGFRβ (sPDGFRβ) is released into the bloodstream upon pericyte damage, serving as a peripheral indicator of blood-brain barrier (BBB) pericyte coverage loss. Elevated plasma sPDGFRβ correlates with BBB leakage and cognitive decline trajectories. The mechanism involves ADAM10/ADAM17-mediated ectodomain shedding of PDGFRβ from damaged pericytes. This hypothesis has the strongest evidence base with human validation in Alzheimer's disease (AD) and vascular dementia cohorts. Specificity concerns regarding peripheral PDGFRβ+ cell sources (vascular smooth muscle cells, hepatic stellate cells) are addressable through cell-type-specific validation studies and parallel peripheral biomarker controls.

🧬 Mechanism

🧬 Curated Mechanism Pathway

Curated pathway from expert analysis

flowchart TD
    A["PDGFRbeta<br/>Pericyte Receptor"]
    B["PDGF-BB<br/>Ligand Signaling"]
    C["Pericyte<br/>Detachment"]
    D["BBB<br/>Compromise"]
    E["Neurovascular<br/>Uncoupling"]
    F["Neuroinflammation<br/>Microglial Activation"]
    G["Cognitive<br/>Impairment"]
    A --> B
    B --> C
    C --> D
    D --> E
    E --> F
    F --> G
    style A fill:#1a237e,stroke:#4fc3f7,color:#4fc3f7
    style G fill:#b71c1c,stroke:#ef9a9a,color:#ef9a9a

⚖️ Evidence

⚖️ Evidence Matrix4 supports4 contradicts
Supports
microRNA-320 dysregulation in AD plasma and brain tissue
PMID:35945317
Supports
sTM elevation in stroke and small vessel disease
PMID:31822103
Supports
Multiparametric MRI and biomarker approach to neurovascular unit dysfunction
PMID:31068704
Supports
Composite approach addresses single-marker limitations across pericyte and endothelial compartments
PMID:NA
Contradicts
microRNA-320 quantification has high variability across platforms
PMID:NA
Contradicts
Composite scoring requires extensive validation of each component and algorithm optimization
PMID:NA
Contradicts
sPDGFRβ specificity concerns apply to this composite panel
PMID:32350121
Contradicts
No standardized composite index exists for validation against clinical endpoints
PMID:NA
📖 Linked Papers

No linked papers recorded for this hypothesis yet.

🏥 Translation

🧬 3D Protein Structure — PDGFRΒ

No curated PDB or AlphaFold mapping for PDGFRΒ 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 PDGFRβ →

No DepMap CRISPR Chronos data found for PDGFRβ.

Run python3 scripts/backfill_hypothesis_depmap.py to populate.

🏆 Tournament

🏆 Arenas / Elo

No arena matches recorded yet. Browse Arenas →

📊 Market Indicators

7d Trend
Stable
7d Momentum
▲ 0.0%
Volatility
Low
0.0156
Events (7d)
1
Price History
▼5.3%

💾 Resource Usage

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

🔮 Predictions

🔎 Predictions vs Observations2 predictions · 0 with recorded observations
PredictionPredictedObservedStatusConf
IF pericytes are selectively ablated via genetic or pharmacological targeting in a mouse model of neurodegeneration (APP/PS1 or 5xFAD cross with PDGFRβ-Cre:DTR system), THEN plasma sPDGFRβ levels willPlasma sPDGFRβ elevation to >150% of baseline by day 14, followed by >20% increase in escape latency by day 21 in pericyte-ablated vs. control mice.— no observation —pending0.78
IF human cohorts with mild cognitive impairment or early Alzheimer's disease are stratified by presence/absence of peripheral PDGFRβ+ cell pathology (hepatic fibrosis stage ≥F2, or carotid intima-mediHazard ratio >1.8 for progression to dementia over 24 months in the high sPDGFRβ tertile vs. low tertile, independent of peripheral organ involvement.— no observation —pending0.82
🔮 Falsifiable Predictions (2)
pendingconf 82%
IF human cohorts with mild cognitive impairment or early Alzheimer's disease are stratified by presence/absence of peripheral PDGFRβ+ cell pathology (hepatic fibrosis stage ≥F2, or carotid intima-media thickness >1.0mm), THEN elevated baseline plasma sPDGFRβ (per SD increase) will remain independent
Predicted outcome: Hazard ratio >1.8 for progression to dementia over 24 months in the high sPDGFRβ tertile vs. low tertile, independent of peripheral organ involvement.
Falsification: The sPDGFRβ-cognition association becomes non-significant (p>0.05) after adjustment for peripheral PDGFRβ+ cell damage markers (serum hyaluronic acid for hepatic stellate cells, pulse wave velocity fo
pendingconf 78%
IF pericytes are selectively ablated via genetic or pharmacological targeting in a mouse model of neurodegeneration (APP/PS1 or 5xFAD cross with PDGFRβ-Cre:DTR system), THEN plasma sPDGFRβ levels will increase by >50% within 14 days and will temporally precede detectable cognitive deficits by at lea
Predicted outcome: Plasma sPDGFRβ elevation to >150% of baseline by day 14, followed by >20% increase in escape latency by day 21 in pericyte-ablated vs. control mice.
Falsification: No significant increase in plasma sPDGFRβ despite confirmed pericyte loss (verified by NG2 immunostaining) or sPDGFRβ elevation occurring only after cognitive deficits are already established.
View on SciDEX ↗