Experiments

Searchable full-text extractions: founding hypothesis, core claims, experimental setups, key results and statistics — pulled out of each paper as structure. Search a cell line, an assay or an entity (e.g. HUH7) and find every paper that worked with it. This corpus stands on its own: most entries carry no reproduction assessment (yet).

• The Genetic Architecture of Venom Resistance: A Novel Approach to Target Identification and Coevolutionary Discovery.

  PMID 41739857 · PMC12978544 · Molecular biology and evolution · 2026 · 8 claims · 5 setups

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  12 consensus candidate genes were identified across E&R and XQTL techniques as associated with venom resistance

  scolopendra drosophila sequenced genome phenotypic evolve

• CellPolaris: Transfer Learning for Gene Regulatory Network Construction to Guide Cell State Transitions.

  PMID 41498638 · PMC12948241 · Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026 · 8 claims · 8 setups

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  CellPolaris is a unified computational framework performing TF-centered GRN construction, master TF identification, and TF perturbation simulation

  bulk previously round paired transfer-learning cross-species