Computational analysis artifacts linked to analyses and knowledge graph entities
How does mitochondrial dysfunction drive neurodegeneration across AD, PD, and ALS? Characterize PINK1/Parkin mitophagy pathway, mtDNA damage, ETC complex activity, and ROS generati
How does misfolded tau spread through the brain in tauopathies? Characterize prion-like propagation mechanisms, cell-to-cell transfer, and the role of MAPT mutations, ApoE genotype
Mechanistic links between early microglial priming states, neuroinflammatory signaling, and AD progression. Forge-powered analysis with 14 hypotheses, 105 KG edges, and PubMed cita
Forge-powered analysis: 28 hypotheses, 216 KG edges, PubMed + STRING + Open Targets + ClinVar. 10 code cells, 5 plots.
CRISPR-based therapeutic approaches for neurodegenerative diseases (Alzheimer, Parkinson, Huntington). Forge-powered analysis with 14 hypotheses, 431 KG edges, and PubMed citations
Which cellular senescence markers in aging mouse brain best predict downstream neurodegeneration risk? Focus on p21/p16 axis, SASP factors, and their interaction with neuroinflammatory cascades.
Analysis ID: SDA-2026-04-02-gap-senescent-clearance-neuro Date: 2026-04-02 Domain: neurodegeneration Hypotheses Generated: 5 Knowledge Graph Edges: 15
What are the mechanisms underlying senolytic therapy for age-related neurodegeneration?
How do specialized pro-resolving mediators (SPMs) resolve neuroinflammation, and can their pathways be therapeutically enhanced?
Analysis ID: SDA-2026-04-01-gap-001 Date: 2026-04-01 Domain: neurodegeneration Key Hypotheses: - TREM2-Dependent Microglial Senescence Transition (score: 0.705) - Cell-Type Specific TREM
Analysis ID: SDA-2026-04-01-gap-013 Date: 2026-04-01 Domain: neurodegeneration Hypotheses Generated: 7 Knowledge Graph Edges: 282