Circuit-level neural dynamics in neurodegeneration
✅ completed
Analyze circuit-level changes in neurodegeneration using Allen Institute Neural Dynamics data. Focus on: (1) hippocampal circuit disruption, (2) cortical dynamics alterations, (3) ...
Top Hypothesis
Optogenetic restoration of SST interneuron-mediated dendritic inhibition to rescue hippocampal gamma oscillations in ear...
🧬 AQP4🏥 Alzheimer's disease🔀 Gamma oscillation restora🔀 Glymphatic amyloid-beta c
neuroscience
2026-04-03
Comprehensive
✅ Strongly Supported
Autonomous
Notebook
Walkthrough
Debate→Hypotheses→Evidence→KG
Hypotheses70
Evidence468
KG Edges100
Debates4 (16 rnds)
Strong Hyps40/70
🎓 Domain Expert🧐 Skeptic🔄 Synthesizer🧑🔬 Theorist
How can subcellular compartmentalization defects be measured as biomarkers in living neurons?
✅ completed
The clinical trialist identified this as a 'fatal clinical flaw' - no validated biomarkers exist to measure restored compartmentalization in patients. Without measurable endpoints,...
Top Hypothesis
TDP-43 condensation thermodynamics as a therapeutic target and biomarker for nuclear-cytoplasmic compartmentalization
🧬 ADCY3 (adenylate cyclase)🏥 neuroscience🧬 IGF2BP1 (ZBP1), TARDBP (T🧬 TARDBP (TDP-43 protein);
neuroscience
2026-04-10
Moderate
💡 Promising
22619min
Autonomous
Debate→Hypotheses→Evidence→KG
Hypotheses5
Evidence0
KG Edges5
Debates1 (4 rnds)
Strong Hyps2/5
🎓 Domain Expert🧐 Skeptic🔄 Synthesizer🧑🔬 Theorist