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).

• Silhouette scores for assessment of SNP genotype clusters.

  PMID 15760469 · PMC555759 · BMC genomics · 2005 · 7 claims · 5 setups

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  Silhouette scores provide a relevant, objective numeric measure of SNP genotype cluster quality, condensing tightness and separation into a single value from -1.0 to 1.0.

  genomic blood extended hybridized single genomic multiplex

• Advancing codon language modeling with synonymous codon constrained masking.

  PMID 41736545 · PMC12956333 · Nucleic acids research · 2026 · 8 claims · 7 setups

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  SynCodonLM introduces synonymous codon-constrained masking, restricting masked-codon prediction to only synonymous codon options via logit masking before softmax

  cds syncodonlm escherichia rscu masked t-sne pca

• Tri-nucleotide threading for parallel amplification of minute amounts of genomic DNA.

  PMID 16582098 · PMC1421508 · Nucleic acids research · 2006 · 6 claims · 5 setups

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  TnT enables parallel amplification of 75 SNPs from sub-nanogram amounts of genomic DNA

  genomic dbsnp tnt duplex bioinformatic

• Frag'n'Flow: automated workflow for large-scale quantitative proteomics in high performance computing environments.

  PMID 41486154 · PMC12828970 · BMC bioinformatics · 2026 · 8 claims · 8 setups

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  Frag'n'Flow is a Nextflow-based pipeline that encapsulates FragPipe, automating manifest/workflow generation, tool dependency management, and downstream analysis for HPC/cloud/cluster environments.

  laboratory institutional breast pluripotent ram cpu storage

• BIPASS: BioInformatics Pipeline Alternative Splicing Services.

  PMID 17584795 · PMC1933140 · Nucleic acids research · 2007 · 8 claims · 4 setups

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  BIPASS offers two complementary services for alternative splicing (AS) research: BIPAS-SpliceDB, a queryable pre-computed AS data warehouse, and BIPAS-Align&Splice, an online pipeline for user-submitted sequences.

  transcript aligned pre-computed user-submitted sequence alternative database

• InParanoid 6: eukaryotic ortholog clusters with inparalogs.

  PMID 18055500 · PMC2238924 · Nucleic acids research · 2008 · 8 claims · 3 setups

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  InParanoid 6 is an updated eukaryotic ortholog database covering 35 species (34 eukaryotes plus E. coli as outgroup), providing pairwise ortholog clusters with inparalogs for all species pairs.

  eukaryotic pairwise average pairwise inparanoid upgma

• CompMoby: comparative MobyDick for detection of cis-regulatory motifs.

  PMID 18950538 · PMC2605473 · BMC bioinformatics · 2008 · 7 claims · 4 setups

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  CompMoby identifies cis-regulatory binding sites at both transcriptional and post-transcriptional levels in metazoans without prior knowledge of the trans-acting factor

  embryonic hela novo genome-wide

• nf-core/proteinfamilies: a scalable pipeline for the generation of protein families.

  PMID 41563008 · PMC12950615 · GigaScience · 2026 · 8 claims · 3 setups

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  nf-core/proteinfamilies is a scalable, parametrizable, open-source Nextflow pipeline that generates new protein families or assigns sequences to existing families using profile HMMs and MSAs

  uniprot-swissprot input family diamond computational

• GeneSetCart: assembling, augmenting, combining, visualizing, and analyzing gene sets.

  PMID 40208796 · PMC11984350 · GigaScience · 2025 · 8 claims · 8 setups

  Has reproduction · 76

  GeneSetCart is a web-based platform that lets users assemble, augment, combine, visualize, and analyze gene sets from multiple sources in one place

  user-assembled archs4 generif-derived aggregated gene gene-gene literature