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).

• Assessment of dispersion metrics for estimating single-cell transcriptional variability.

  PMID 41770747 · PMC12970974 · PLoS computational biology · 2026 · 7 claims · 4 setups

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  The variance-to-mean ratio (VMR/Fano factor) scales approximately linearly with increasing dispersion and is independent of dataset size.

  simulated manivannan lana-elola yuzwa computational scrna-seq

• Geometry-aware graph attention networks to explain single-cell chromatin states and gene expression with SEAGALL.

  PMID 42026624 · PMC13238118 · Genome biology · 2026 · 8 claims · 6 setups

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  SEAGALL combines a geometry-regularised autoencoder (GRAE) to embed cells and build a cell-cell graph with a graph attention network (GAT) classifier and GNNExplainer-based XAI to identify features driving cell type/phenotype.

  count same scchip-seq ten count latent classification

• Steps toward broad-spectrum therapeutics: discovering virulence-associated genes present in diverse human pathogens.

  PMID 19874620 · PMC2774872 · BMC genomics · 2009 · 8 claims · 8 setups

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  Phylogenetic profiling of protein clusters across pathogen and non-pathogen genomes can identify candidate generic virulence factors

  proteins cdc candidate yersinia all-against-all computational cross-species

• Molecular phylogeny of the antiangiogenic and neurotrophic serpin, pigment epithelium derived factor in vertebrates.

  PMID 17020603 · PMC1609119 · BMC genomics · 2006 · 8 claims · 8 setups

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  A single PEDF gene is present in all examined vertebrate species but is absent from invertebrates (D. melanogaster, C. elegans, C. intestinalis)

  vertebrate cdna pedf complete genomic rt-pcr phylogenetic

• Whole genome sequencing reveals possible host species adaptation of Streptococcus dysgalactiae.

  PMID 34462475 · PMC8405622 · Scientific reports · 2021 · 8 claims · 8 setups

  Has reproduction

  SDSD is a distinct taxonomic entity, supported by a mean pairwise average nucleotide identity (ANI) of 99% among isolates

  sdsd sdse isolates genomes genome core-genome multilocus

• Pharokka: a fast scalable bacteriophage annotation tool.

  PMID 36453861 · PMC9805569 · Bioinformatics (Oxford, England) · 2023 · 8 claims · 5 setups

  Has reproduction · 84

  Pharokka is a one-line, fast, scalable bacteriophage annotation tool producing standards-compliant outputs, installable via a two-line bioconda command

  enterobacteria staphylococcus crass-like predicted genome large-scale homology

• Human-zebrafish non-coding conserved elements act in vivo to regulate transcription.

  PMID 16179648 · PMC1236720 · Nucleic acids research · 2005 · 8 claims · 4 setups

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  Deeply conserved human-zebrafish non-coding elements are enriched for in vivo cis-acting transcriptional regulatory activity.

  ncbi genes zebrafish comparative annotation gfp

• Multimodal framework for the joint analysis of single-cell RNA and T cell receptor sequencing data predicts T cell response to cancer immunotherapy.

  PMID 41820396 · PMC13121706 · Nature communications · 2026 · 8 claims · 7 setups

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  TRIM, a conditional multi-modal variational autoencoder integrating paired scRNAseq and scTCRseq data, predicts T cell clonality and transcriptional states at unmeasured tissue sites/timepoints.

  hnscc colorectal pan-cancer tcr paired umap convolutional

• Acquisition and loss of CTX-M plasmids in Shigella species associated with MSM transmission in the UK.

  PMID 34427554 · PMC8549364 · Microbial genomics · 2021 · 8 claims · 8 setups

  Has reproduction · 92

  bla_CTX-M-27 is located on IncFII pKSR100-like plasmids, flanked by IS26 and IS903B

  sonnei same shigella assembled illumina oxford novo

• Recent additions and improvements to the Onto-Tools.

  PMID 15980579 · PMC1160233 · Nucleic acids research · 2005 · 7 claims · 3 setups

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  The Onto-Tools back-end database was redesigned around the Entrez Gene data model after NCBI phased out LocusLink in February 2005.

  homo example mus functional pathway cross-database

• Dark matter in a deep-sea vent and in human mouth.

  PMID 17803764 · PMC2040194 · Environmental microbiology · 2007 · 7 claims · 8 setups

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  The first genome sequence from the uncultured TM7 phylum was obtained by capturing and sequencing DNA from a single cell using a microfluidic device, yielding a 2.86 Mb assembly with 3245 predicted genes.

  uncultured mycoplasma cyanidioschyzon kineococcus single-cell genome whole-genome

• Characterizing natural variation using next-generation sequencing technologies.

  PMID 19801172 · PMC3994700 · Trends in genetics : TIG · 2009 · 8 claims · 8 setups

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  Next-generation sequencing enables complete, genome-wide surveys of genetic variation at unprecedented resolution, overcoming limitations of genotyping panels and microarrays.

  pichia individuals saccharomyces individual whole-genome partial comparative