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).

• Interpretable learning of temporal cellular dynamics from single-cell data.

  PMID 41875867 · PMC13030976 · Cell reports methods · 2026 · 7 claims · 7 setups

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  NeuroVelo couples a linear latent phase-space projection with a non-linear neural ODE, using RNA velocity as a physics-informed loss penalty, to jointly model cellular dynamics and enable gene-level interpretability

  gastrulation bone pancreatic cancer scrna-seq chip-seq computational

• Cell atlases and the developmental foundations of the phenotype.

  PMID 41662466 · PMC12904592 · PLoS computational biology · 2026 · 8 claims · 6 setups

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  There is a proportional relationship between average developmental similarity (⟨simD⟩) and average phenotypic similarity (⟨simP⟩) across genes, supporting the D–P rule on average

  caenorhabditis gene elegans single-cell phenotype non-negative

• A global change in RNA polymerase II pausing during the Drosophila midblastula transition.

  PMID 23951546 · PMC3743134 · eLife · 2013 · 8 claims · 8 setups

  Has reproduction · 71

  Massive de novo recruitment of Pol II (and TBP) with widespread pausing occurs during the Drosophila midblastula transition, at 4007 promoters (~one third of all genes).

  hand-sorted drosophila chip-seq immunostaining dapi

• Oxidative stress and GPX2 control pancreatic vs. non-pancreatic cell fate in human endoderm.

  PMID 41484137 · PMC12881361 · Nature communications · 2026 · 8 claims · 8 setups

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  GPX2 is a critical regulator of human posterior foregut differentiation, with oxidative stress acting as a key determinant of pancreatic vs. non-pancreatic cell fate

  hpsc-derived hpsc fetal bulk immunofluorescence flow