Using downstream glial and amyloid/tau biomarkers (plasma p-tau217, GFAP, NfL, amyloid PET, cytokine panels, TSPO PET, microglial scRNA-seq) as pharmacodynamic readouts after gamma/tFUS. NOT claiming that gamma directly normalizes APOE4 or TREM2 transcription as a primary causal mechanism. Gamma entrainment may reduce neuronal damage and downstream glial activation indirectly; APOE/TREM2 expression changes should be exploratory, not the central thesis.
Auto-built from this analysis's top knowledge-graph edges.
graph TD
gamma_entrainment["gamma entrainment"] -.->|inhibits| Amyloid_Plaque_Burden["Amyloid Plaque Burden"]
n40_Hz_gamma_entrainment["40 Hz gamma entrainment"] -.->|inhibits| Amyloid_Plaque_Burden_1["Amyloid Plaque Burden"]
theta_gamma_coupling["theta-gamma coupling"] -->|associated with| memory_consolidation["memory consolidation"]
BDNF["BDNF"] -->|regulates| excitatory_synapse_mainte["excitatory synapse maintenance"]
perforant_path_degenerati["perforant path degeneration"] -->|causes| Memory_Deficits["Memory Deficits"]
SST_interneurons["SST_interneurons"] -->|associated with| microglial_inflammation["microglial inflammation"]
SST["SST"] -->|regulates| microglial_inflammation_2["microglial inflammation"]
n40_Hz_tACS["40 Hz tACS"] -->|regulates| Cognitive_function["Cognitive function"]
neuroinflammatory_biomark["neuroinflammatory biomarkers"] -->|associated with| Ad_Pathology["Ad Pathology"]
perforant_path_degenerati_3["perforant path degeneration"] -->|associated with| Memory_Deficits_4["Memory Deficits"]
n40_Hz_stimulation["40 Hz stimulation"] -->|regulates| Cognitive_function_5["Cognitive function"]
network_hyperexcitability["network hyperexcitability"] -->|causes| Alzheimer_s_disease["Alzheimer's_disease"]
style gamma_entrainment fill:#4fc3f7,stroke:#333,color:#000
style Amyloid_Plaque_Burden fill:#4fc3f7,stroke:#333,color:#000
style n40_Hz_gamma_entrainment fill:#4fc3f7,stroke:#333,color:#000
style Amyloid_Plaque_Burden_1 fill:#4fc3f7,stroke:#333,color:#000
style theta_gamma_coupling fill:#4fc3f7,stroke:#333,color:#000
style memory_consolidation fill:#4fc3f7,stroke:#333,color:#000
style BDNF fill:#ce93d8,stroke:#333,color:#000
style excitatory_synapse_mainte fill:#4fc3f7,stroke:#333,color:#000
style perforant_path_degenerati fill:#4fc3f7,stroke:#333,color:#000
style Memory_Deficits fill:#4fc3f7,stroke:#333,color:#000
style SST_interneurons fill:#4fc3f7,stroke:#333,color:#000
style microglial_inflammation fill:#4fc3f7,stroke:#333,color:#000
style SST fill:#ce93d8,stroke:#333,color:#000
style microglial_inflammation_2 fill:#4fc3f7,stroke:#333,color:#000
style n40_Hz_tACS fill:#ce93d8,stroke:#333,color:#000
style Cognitive_function fill:#4fc3f7,stroke:#333,color:#000
style neuroinflammatory_biomark fill:#ce93d8,stroke:#333,color:#000
style Ad_Pathology fill:#ce93d8,stroke:#333,color:#000
style perforant_path_degenerati_3 fill:#4fc3f7,stroke:#333,color:#000
style Memory_Deficits_4 fill:#4fc3f7,stroke:#333,color:#000
style n40_Hz_stimulation fill:#4fc3f7,stroke:#333,color:#000
style Cognitive_function_5 fill:#4fc3f7,stroke:#333,color:#000
style network_hyperexcitability fill:#4fc3f7,stroke:#333,color:#000
style Alzheimer_s_disease fill:#ef5350,stroke:#333,color:#000No linked papers recorded for this hypothesis yet.
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.
No DepMap CRISPR Chronos data found for APOE, TREM2 (exploratory only); NF-κB, TNF-α, IL-1β, IL-6.
Run python3 scripts/backfill_hypothesis_depmap.py to populate.
No resource usage or linked notebooks recorded for this hypothesis yet.