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

• Epigenetic profiling of hematopoietic stem cells from male mice identifies KDR and PU.1 as regulators of aging transcriptome and caloric restriction response.

  PMID 41720793 · PMC13035812 · Nature communications · 2026 · 8 claims · 8 setups

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  Lifelong CR reduces white blood cell production and shifts hematopoiesis toward myeloid and thrombo-erythroid lineages while suppressing lymphoid output

  peripheral sorted young aged complete flow bulk

• Gene expression profiling identifies potential biomarkers for vaso-occlusive episodes in sickle cell disease.

  PMID 41797711 · PMC13041688 · JCI insight · 2026 · 8 claims · 5 setups

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  Pathways linked to complement activation, coagulation, and IL-6/JAK/STAT3 signaling are enriched during VOEs in CD45+ leukocytes

  cd45+ cd71+ plasma bulk gsva plasma