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).

• Compressing DNA sequence databases with coil.

  PMID 18489794 · PMC2426707 · BMC bioinformatics · 2008 · 8 claims · 1 setups

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  coil achieves higher compression ratio than state-of-the-art general-purpose compression tools on a large GenBank EST database file

  large sequence

• Fractional ridge regression: a fast, interpretable reparameterization of ridge regression.

  PMID 33252656 · PMC7702219 · GigaScience · 2020 · 7 claims · 2 setups

  Has reproduction · 84

  Ridge regression can be reparameterized in terms of the fraction γ between the L2-norms of the regularized and unregularized coefficient solutions (fractional ridge regression, FRR).

  synthetic brain benchmarking general

• Genome sequences and great expectations.

  PMID 11178275 · PMC150431 · Genome biology · 2001 · 8 claims · 3 setups

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  Function is known or can be predicted for an average of 62% of proteins across 31 analyzed genomes.

  complete annotated haemophilus automated benchmarking temporal

• 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

• Grammar-based distance in progressive multiple sequence alignment.

  PMID 18616828 · PMC2478692 · BMC bioinformatics · 2008 · 7 claims · 3 setups

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  A grammar-based (LZ complexity) distance metric can be used to determine the order in which sequences are progressively pairwise aligned

  balibase sequences amino sequence substitution

• SNP-RFLPing: restriction enzyme mining for SNPs in genomes.

  PMID 16503968 · PMC1386656 · BMC genomics · 2006 · 8 claims · 2 setups

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  SNP-RFLPing accepts three flexible input types (dbSNP rs#/ss# IDs, HUGO gene name/Entrez gene ID, or free-form SNP-in-sequence including IUPAC or [dNTP1/dNTP2] formats) for human, rat, and mouse genomes

  software existing string-matching feature

• Mouse-Geneformer: A deep learning model for mouse single-cell transcriptome and its cross-species utility.

  PMID 40106407 · PMC11964219 · PLoS genetics · 2025 · 7 claims · 6 setups

  Has reproduction · 95

  Mouse-Geneformer, a Transformer Encoder model pre-trained via masked-token self-supervised learning on mouse-Genecorpus-20M, was successfully constructed following the original human Geneformer architecture.

  healthy scrna-seq disease scrna-seq type perturbation

• Sequencing of human genomes with nanopore technology.

  PMID 31015479 · PMC6478738 · Nature communications · 2019 · 8 claims · 7 setups

  Has reproduction · 75

  A novel single-sample, reference panel-free, read-based phasing algorithm built on the STITCH model improves nanopore SNV calling from modest baseline levels.

  gm12878 na12878 clinical whole-genome snv read-based

• Identification of deleterious non-synonymous single nucleotide polymorphisms using sequence-derived information.

  PMID 18588693 · PMC2446391 · BMC bioinformatics · 2008 · 8 claims · 5 setups

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  A decision tree built on 10 selected sequence-derived features classifies SAPs as Disease or Polymorphism with 82.6% accuracy and 0.607 MCC in cross-validation.

  sap sequence-derived humvar same decision independent greedy