ID: h_seaad_004
Hypothesis

OPC differentiation blockade contributes to white matter degeneration in early-stage AD

OPC differentiation blockade contributes to white matter degeneration in early-stage AD starts from the claim that modulating PDGFRA within the disease context of Alzheimer's disease can redirect a disease-relevant process.
🧬 PDGFRA🩺 alzheimers🎯 Composite 60%💱 $0.55▼9.5%proposed
neurodegeneration
EvidencePending (0%)📖 6 cit🗣 3 debates 11 support 2 oppose
✓ All Quality Gates Passed
Mechanistic 0.69 (15%) Evidence 0.71 (15%) Novelty 0.75 (12%) Feasibility 0.70 (12%) Impact 0.82 (12%) Druggability 0.00 (10%) Safety 0.50 (8%) Competition 0.00 (6%) Data Avail. 0.00 (5%) Reproducible 0.84 (5%) KG Connect 0.52 (8%) 0.599 composite

🧪 Overview

Mechanistic Overview


OPC differentiation blockade contributes to white matter degeneration in early-stage AD starts from the claim that modulating PDGFRA within the disease context of Alzheimer's disease can redirect a disease-relevant process. The original description reads: "# OPC differentiation blockade contributes to white matter degeneration in early-stage AD

...

🧬 Mechanism

🧬 Curated Mechanism Pathway

Curated pathway from expert analysis

graph TD
    A["Amyloid-beta accumulation"] --> B["Neuroinflammation activation"]
    B --> C["Microglial cytokine release"]
    C --> D["PDGFRA signaling disruption"]
    D --> E["OPC differentiation blockade"]
    E --> F["Reduced oligodendrocyte maturation"]
    F --> G["Myelin synthesis impairment"]
    G --> H["Progressive white matter degeneration"]
    H --> I["Axonal energy metabolism dysfunction"]
    I --> J["Neural network connectivity loss"]
    J --> K["Cognitive decline in early AD"]
    
    L["APOE4 genotype"] --> M["Enhanced amyloid toxicity"]
    M --> D
    
    N["Tau pathology"] --> O["Axonal transport disruption"]
    O --> I
    
    P["Therapeutic PDGFRA modulation"] --> E
    
    style A fill:#ef5350,color:#0d0d1a
    style B fill:#ef5350,color:#0d0d1a
    style C fill:#ef5350,color:#0d0d1a
    style D fill:#ef5350,color:#0d0d1a
    style E fill:#ef5350,color:#0d0d1a
    style F fill:#ef5350,color:#0d0d1a
    style G fill:#ef5350,color:#0d0d1a
    style H fill:#ef5350,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:#81c784,color:#0d0d1a

⚖️ Evidence

⚖️ Evidence Matrix11 supports2 contradicts
Supports
Oligodendrocyte heterogeneity in the mouse juvenile and adult central nervous system.
Science2016PMID:27284195
Supports
Defining the lineage of thermogenic perivascular adipose tissue.
Nat Metab2021PMID:33846639
Supports
Developmental and oncogenic programs in H3K27M gliomas dissected by single-cell RNA-seq.
Science2018PMID:29674595
Supports
Cancer-Associated Fibroblasts Promote Imatinib Resistance in Gastrointestinal Stromal Tumors through PGK1-Mediated Metabolic Reprogramming.
Cancer Res2026PMID:41270149
Supports
A cellular epigenetic classification system for glioblastoma.
Neuro Oncol2026PMID:41499453
Supports
P16(+) Cells Drive Adverse Postischemic Cardiac Remodeling Through CCL8-Mediated Recruitment of Cytotoxic Lymphocytes.
Circulation2026PMID:41766526
Supports
Gastrointestinal Stromal Tumors: Molecular Mechanisms of Drug Resistance and Advances in Therapeutic Strategies.
J Gastroenterol Hepatol2026PMID:41724491
Supports
Multi-omics reveals heterogeneity and functional populations of oligodendrocyte progenitor cells induced by human neural stem cells.
Cell Death Discov2026PMID:41771834
Supports
Comparison of gene fusion detection algorithms reveals frequently overlooked driver fusions in hematologic malignancies.
NPJ Precis Oncol2026PMID:41935182
Supports
Lipid emulsion modulates myogenic and collagen-related gene expression in skeletal muscle of preterm fetal sheep.
Exp Physiol2026PMID:41955312
Supports
Single-cell transcriptome analysis indicated that immune-related programmed cell death modification features could predict the clinical outcomes of patients with ovarian cancer.
Transl Oncol2026PMID:41946148
Contradicts
Hypereosinophilic Syndrome.
Clin Rev Allergy Immunol2016PMID:26475367
Contradicts
Gastrointestinal Stromal Tumors.
J Clin Oncol2018PMID:29220298
📖 Linked Papers (5)Export BibTeX ↗

🏥 Translation

🧬 3D Protein Structure — PDGFRA

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

🧠 GTEx v10 Brain ExpressionJSON

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

Amygdala17.5 Anterior cingulate cortex BA2413.8 Hypothalamus13.1 Hippocampus12.9 Substantia nigra12.3 Frontal Cortex BA910.0 Nucleus accumbens basal ganglia9.5 Caudate basal ganglia9.0 Spinal cord cervical c-18.3 Cortex7.8 Putamen basal ganglia6.3 Cerebellar Hemisphere3.6 Cerebellum2.8median TPM (GTEx v10)

💉 Clinical Trials (1)Relevance: 60%

0
Active
0
Completed
0
Total Enrolled
Unknown·

No curated ClinVar variants loaded for this hypothesis.

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

🔍 Search ClinVar for PDGFRA →

No DepMap CRISPR Chronos data found for PDGFRA.

Run python3 scripts/backfill_hypothesis_depmap.py to populate.

💰 Estimated Development
Cost
$0
Timeline
22 months

🏆 Tournament

🏆 Arenas / Elo

No arena matches recorded yet. Browse Arenas →

📊 Market Indicators

7d Trend
Stable
7d Momentum
▼ 0.3%
Volatility
Medium
0.0256
Events (7d)
2
Price History
▼9.5%

💾 Resource Usage

LLM Tokens
26,892
$0.0504
Total Cost
$0.0504

🔮 Predictions

🔎 Predictions vs Observations2 predictions · 0 with recorded observations
PredictionPredictedObservedStatusConf
IF human early-stage AD patients (CDR 0.5-1) are stratified by baseline white matter integrity (lower vs. upper quartile of DTI-FA in fornix), THEN the lower quartile group will exhibit significantly ≥2-fold higher OPC-to-mature oligodendrocyte ratio and ≥40% higher PDGFRA+ cell density in low-FA vs. high-FA quartile— no observation —pending0.58
IF PDGFA/PDGFRA signaling is pharmacologically enhanced in aged APP/PS1 mice (using selective PDGFRA agonist administered via intracerebroventricular infusion for 8 weeks), THEN we will observe a sign≥30% increase in mature oligodendrocyte density and ≥0.05 unit increase in FA within treated regions— no observation —pending0.62
🔮 Falsifiable Predictions (2)
pendingconf 62%
IF PDGFA/PDGFRA signaling is pharmacologically enhanced in aged APP/PS1 mice (using selective PDGFRA agonist administered via intracerebroventricular infusion for 8 weeks), THEN we will observe a significant increase in mature CC1+ oligodendrocyte density (>30% above vehicle controls) and improved w
Predicted outcome: ≥30% increase in mature oligodendrocyte density and ≥0.05 unit increase in FA within treated regions
Falsification: No statistically significant increase in mature oligodendrocyte density or white matter FA despite confirmed PDGFRA pathway activation (p-ERK upregulation), indicating PDGFRA modulation is insufficien
pendingconf 58%
IF human early-stage AD patients (CDR 0.5-1) are stratified by baseline white matter integrity (lower vs. upper quartile of DTI-FA in fornix), THEN the lower quartile group will exhibit significantly elevated PDGFRA+ OPC density and reduced mature OLIG2+/CC1+ oligodendrocyte ratio in postmortem DLPF
Predicted outcome: ≥2-fold higher OPC-to-mature oligodendrocyte ratio and ≥40% higher PDGFRA+ cell density in low-FA vs. high-FA quartile
Falsification: No significant difference in OPC-to-mature oligodendrocyte ratio between DTI-FA quartiles, indicating white matter microstructural changes are not driven by OPC differentiation blockade but by indepen

📖 References (8)

  1. Oligodendrocyte heterogeneity in the mouse juvenile and adult central nervous system.
    Science (New York, N.Y.) (2016)
  2. Defining the lineage of thermogenic perivascular adipose tissue.
    Nature metabolism (2021)
  3. Developmental and oncogenic programs in H3K27M gliomas dissected by single-cell RNA-seq.
    ["Filbin M" et al.. Science (New York, N.Y.) (2018)
  4. Cancer-Associated Fibroblasts Promote Imatinib Resistance in Gastrointestinal Stromal Tumors through PGK1-Mediated Metabolic Reprogramming.
    Li C et al.. Cancer Res (2026)
  5. A cellular epigenetic classification system for glioblastoma.
    Silverbush D et al.. Neuro Oncol (2026)
  6. P16(+) Cells Drive Adverse Postischemic Cardiac Remodeling Through CCL8-Mediated Recruitment of Cytotoxic Lymphocytes.
    Yan L et al.. Circulation (2026)
  7. Hypereosinophilic Syndrome.
    Clinical reviews in allergy & immunology (2016)
  8. Gastrointestinal Stromal Tumors.
    Journal of clinical oncology : official journal of the American Society of Clinical Oncology (2019)
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
Public annotations (0)Annotate on Hypothes.is →
No public annotations yet.