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 trajectory inference with single-cell linear adaptive negative-binomial expression (scLANE) testing.

  PMID 41533563 · PMC12802912 · Nucleic acids research · 2026 · 8 claims · 3 setups

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  scLANE models gene expression as a piecewise negative-binomial GLM using truncated power basis (hinge) functions with adaptively chosen knots, yielding directly interpretable multiplicative effect sizes for trajectory differential expression

  zebrafish simulated diverse trajectory simulation

• Learning collective multicellular dynamics with an interacting mean field neural SDE model.

  PMID 41564117 · PMC12854464 · PLoS computational biology · 2026 · 7 claims · 5 setups

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  scIMF models multicellular dynamics as interacting diffusion processes using a McKean-Vlasov SDE solved via Neural SDE, with a Transformer-based cell-wise attention mechanism approximating the distribution-dependent drift term

  zebrafish embryonic pancreatic temporal umap cell-wise

• Structural and functional divergence of two fish aquaporin-1 water channels following teleost-specific gene duplication.

  PMID 18811940 · PMC2564943 · BMC evolutionary biology · 2008 · 8 claims · 8 setups

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  Teleosts, unlike tetrapods, possess two closely linked paralogous AQP1 genes, aqp1a and aqp1b (formerly AQP1o), arising from a teleost-specific duplication of an ancestral AQP1 gene

  aqp1-like pufferfish tissues xenopus phylogenetic genomic rt-pcr

• The fate of the duplicated androgen receptor in fishes: a late neofunctionalization event?

  PMID 19094205 · PMC2637867 · BMC evolutionary biology · 2008 · 8 claims · 4 setups

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  AR was duplicated into two paralogs, AR-A and AR-B, during a teleost-specific whole genome duplication (WGD), after the split of Acipenseriformes but before the divergence of Osteoglossiformes.

  fish full-length tetraodon rt-pcr database molecular

• Differential fates of Kazald gene quartet: Ancestral roles in skeletogenesis and regeneration to putative innovations in fish and birds.

  PMID 41782814 · PMC12955574 · iScience · 2026 · 8 claims · 8 setups

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  The regeneration-associated axolotl gene is Kazald2, not Kazald1

  axolotl jawed kazald cyclostome reciprocal tblastn maximum

• Ensembl 2013.

  PMID 23203987 · PMC3531136 · Nucleic acids research · 2013 · 8 claims · 8 setups

  Has reproduction · 85

  Ensembl (http://www.ensembl.org) provides genome information for sequenced chordate genomes, currently supporting 70 species with a focus on human, mouse, zebrafish and rat.

  genome species supported variants evidence-based rna-seq chip-seq

• ECgene: an alternative splicing database update.

  PMID 17132829 · PMC1716719 · Nucleic acids research · 2007 · 8 claims · 5 setups

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  ECgene provides functional annotation (domain, GO, expression pattern) for alternatively spliced genes

  nine genome sage cdna genome-based chi-squared sage

• Developmental dynamics of catshark cranial neural crest cells provide insights into gnathostome facial evolution.

  PMID 41987760 · PMC13200729 · Development (Cambridge, England) · 2026 · 8 claims · 8 setups

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  The molecular toolkit of CNCCs is largely conserved across jawed vertebrates (gnathostomes)

  scyliorhinus catshark chicken immunofluorescence single-cell umap