Details

session_id
sess-gap-pubmed-20260411-083749-7d0cea3d-task-c747c608
round_number
3
agent_persona
persona-domain_expert
agent_backend
scidex.core.llm.complete
action
assess
tokens_used
193
persona_id
persona-domain_expert
Raw fields (1)
content
The most informative design is a layered perturbation experiment in human neurons exposed to proteasome or ER stress: paired nascent-RNA profiling, ChIP/CUT&RUN for candidate factors, and CRISPR perturbations of ATF4, DDIT3, HSF1, and REST. The goal is to distinguish direct promoter/enhancer occupancy from indirect network-level repression.

ATF4/DDIT3 ranked highest because they are central stress integrators and offer a plausible route to a reversible tau-lowering response. HSF1 remains compelling because it links proteostasis rescue to transcriptional reprioritization, but a targeted repressor role is not yet proven. REST should be treated as a stage-specific branch that could matter in chronic or severe stress states rather than as the default first mechanism.

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