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.
neurodegeneration
🔴 Alzheimer's Disease🔮 Lysosomal / Autophagy🔬 Microglial Biology🧠 Neurodegeneration🔥 Neuroinflammation
EvidencePending (0%)📖 6 cit🗣 3 debates✓ 11 support✗ 2 oppose
✓ All Quality Gates Passed
🧪 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.
Supports
Developmental and oncogenic programs in H3K27M gliomas dissected by single-cell RNA-seq.
Supports
Cancer-Associated Fibroblasts Promote Imatinib Resistance in Gastrointestinal Stromal Tumors through PGK1-Mediated Metabolic Reprogramming.
Supports
P16(+) Cells Drive Adverse Postischemic Cardiac Remodeling Through CCL8-Mediated Recruitment of Cytotoxic Lymphocytes.
Supports
Gastrointestinal Stromal Tumors: Molecular Mechanisms of Drug Resistance and Advances in Therapeutic Strategies.
Supports
Multi-omics reveals heterogeneity and functional populations of oligodendrocyte progenitor cells induced by human neural stem cells.
Supports
Comparison of gene fusion detection algorithms reveals frequently overlooked driver fusions in hematologic malignancies.
Supports
Lipid emulsion modulates myogenic and collagen-related gene expression in skeletal muscle of preterm fetal sheep.
Supports
Single-cell transcriptome analysis indicated that immune-related programmed cell death modification features could predict the clinical outcomes of patients with ovarian cancer.
📖 Linked Papers (5)Export BibTeX ↗
Multi-omics reveals heterogeneity and functional populations of oligodendrocyte progenitor cells induced by human neural stem cells.
Cell Death Discov (2026) · PubMed:41771834 ↗
No figures
Gastrointestinal Stromal Tumors: Molecular Mechanisms of Drug Resistance and Advances in Therapeutic Strategies.
J Gastroenterol Hepatol (2026) · PubMed:41724491 ↗
No figures
A cellular epigenetic classification system for glioblastoma.
Neuro Oncol (2026) · PubMed:41499453 ↗
No figures
🏥 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.
No curated ClinVar variants loaded for this hypothesis.
Run scripts/backfill_clinvar_variants.py to fetch P/LP/VUS variants.
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
| Prediction | Predicted | Observed | Status | Conf |
|---|---|---|---|---|
| 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 — | pending | 0.58 |
| 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 — | pending | 0.62 |
🔮 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)
- Oligodendrocyte heterogeneity in the mouse juvenile and adult central nervous system.Science (New York, N.Y.) (2016)
- Defining the lineage of thermogenic perivascular adipose tissue.Nature metabolism (2021)
- Developmental and oncogenic programs in H3K27M gliomas dissected by single-cell RNA-seq.["Filbin M" et al.. Science (New York, N.Y.) (2018)
- Cancer-Associated Fibroblasts Promote Imatinib Resistance in Gastrointestinal Stromal Tumors through PGK1-Mediated Metabolic Reprogramming.Li C et al.. Cancer Res (2026)
- A cellular epigenetic classification system for glioblastoma.Silverbush D et al.. Neuro Oncol (2026)
- P16(+) Cells Drive Adverse Postischemic Cardiac Remodeling Through CCL8-Mediated Recruitment of Cytotoxic Lymphocytes.Yan L et al.. Circulation (2026)
- Hypereosinophilic Syndrome.Clinical reviews in allergy & immunology (2016)
- 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
| source | v1_phase_c_backfill |
| origin_type | gap_debate |
| _schema_version | 1 |
📊 Evidence Profile
Evidence Balance
+0%
Certainty
0%
Debates
0
Incoming
0
Outgoing
0
0 supporting
0 contradicting
0 neutral
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