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).

• Deep-Learning Tool ScVital Enables Species-Agnostic Integration of Cancer Cell States.

  PMID 41223329 · PMC13053053 · Cancer research · 2026 · 7 claims · 7 setups

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  scVital is a variational autoencoder with an adversarially trained discriminator that embeds scRNA-seq data from different species into a species-agnostic latent space to overcome batch effect.

  pbmc normal pancreatic lung scrna-seq

• Signals controlling neural crest contributions to the heart.

  PMID 20490374 · PMC2873602 · Wiley interdisciplinary reviews. Systems biology and medicine · 2009 · 8 claims · 8 setups

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  Semaphorin3C (from outflow myocardium) signals through PlexinA2 (on neural crest) to guide cardiac neural crest migration into the outflow tract

  sema3c chick cardiac genetic pharmacologic conditional