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
Analyze circuit-level changes in neurodegeneration using Allen Institute Neural Dynamics data. Focus on how ion channel dysfunction and synaptic failure drive progressive circuit collapse in AD, PD, a