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).

• ConNIS and labeling instability: New statistical methods for improving the detection of essential genes in TraDIS libraries.

  PMID 41790830 · PMC12991369 · PLoS computational biology · 2026 · 7 claims · 4 setups

  Has reproduction · 83

  ConNIS provides an analytic probability distribution for the length of the longest insertion-free sequence within a gene, given gene length and expected insertion count.

  synthetic four real tradis simulation semi-synthetic real-world

• Visualization of shared genomic regions and meiotic recombination in high-density SNP data.

  PMID 19696932 · PMC2725774 · PloS one · 2009 · 8 claims · 7 setups

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  SNPduo is a command-line (SNPduo++) and web-accessible tool that analyzes and visualizes relatedness between two individuals using identity by state (IBS) from SNP genotypes.

  trio family siblings synthetic snp synthetic mitochondrial

• Generative and integrative modeling for transcriptomics with formalin fixed paraffin embedded material.

  PMID 41029822 · PMC12486589 · Journal of translational medicine · 2025 · 8 claims · 6 setups

  Has reproduction · 67

  The negative binomial distribution best fits fRNA-seq transcript counts, with little evidence supporting zero-inflated extensions

  compendium ffpe simulated frna-seq statistical bulk integrity

• Inference of RNA polymerase II transcription dynamics from chromatin immunoprecipitation time course data.

  PMID 24830797 · PMC4022483 · PLoS computational biology · 2014 · 8 claims · 8 setups

  Has reproduction · 75

  A convolved Gaussian process model of pol-II occupancy across gene segments captures the transcription wave and yields estimates of transcription speed and promoter-proximal pol-II activity.

  mcf7 promoter gene signals pol-ii clustering transcription

• Genome modelling and design across all domains of life with Evo 2.

  PMID 41781614 · PMC13128491 · Nature · 2026 · 8 claims · 8 setups

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  Evo 2 accurately predicts functional impacts of genetic variation, from noncoding pathogenic mutations to clinically significant BRCA1 variants, without task-specific fine-tuning

  gene prokaryotic species proteins zero-shot mutational stop

• Translating genome sequences into biological understanding.

  PMID 12801409 · PMC193614 · Genome biology · 2003 · 8 claims · 7 setups

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  Gene-trap insertional mutagenesis in mouse ES cells (BayGenomics) generates a large resource of cell lines and knockout mice for studying gene expression patterns and function.

  embryonic transfectable drosophila computational gene-trap pooled cross-species

• Mining transcriptomic data to study the origins and evolution of a plant allopolyploid complex.

  PMID 24883252 · PMC4034613 · PeerJ · 2014 · 8 claims · 8 setups

  Has reproduction · 54

  All three allopolyploid species are fixed hybrids combining the genomes of the two putative diploid parents hypothesized on the basis of previous crossing and molecular work.

  pooled perennial allopolyploid snp single-end read homoeologue

• Integrative functional genomics.

  PMID 15239826 · PMC463286 · Genome biology · 2004 · 8 claims · 8 setups

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  Ultra-conserved noncoding elements exist across human, mouse and rat genomes at very high sequence identity, often far from genes

  yeast tissue-cultured mammalian genomic comparative targeted chip-chip