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).

• Predicting positive p53 cancer rescue regions using Most Informative Positive (MIP) active learning.

  PMID 19756158 · PMC2742196 · PLoS computational biology · 2009 · 8 claims · 4 setups

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  MIP active learning is a novel active learning method that preferentially seeks informative Positive (functionally active) examples rather than only maximizing classifier accuracy.

  engineered p53 computational yeast-based regional homology

• Large-scale mutagenesis in p19(ARF)- and p53-deficient mice identifies cancer genes and their collaborative networks.

  PMID 18485879 · PMC2405818 · Cell · 2008 · 8 claims · 8 setups

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  A large-scale retroviral insertional mutagenesis screen identified 10,806 insertion sites implicating over 300 loci in tumorigenesis

  p53 tumor tumors computational retroviral linker-mediated flow

• 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

• Biocomputing enters its adolescence.

  PMID 15960815 · PMC1175967 · Genome biology · 2005 · 8 claims · 8 setups

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  A 'match augmentation' algorithm efficiently matches structural motifs by prioritizing functionally significant residues, enabling function prediction between evolutionarily unrelated proteins

  bank antibody-antigen yeast genome protein-protein empirical integrative

• Comparing the utility of in vivo transposon mutagenesis approaches in yeast species to infer gene essentiality.

  PMID 32681306 · PMC7599172 · Current genetics · 2020 · 7 claims · 7 setups

  Has reproduction · 81

  A machine-learning (Random Forest) approach trained on transposon insertion features can predict gene essentiality genome-wide in yeast species

  saccharomyces schizosaccharomyces candida computational transposon random

• Predicting the pathogenicity of missense variants using features derived from AlphaFold2.

  PMID 37084271 · PMC10203375 · Bioinformatics (Oxford, England) · 2023 · 6 claims · 8 setups

  Has reproduction · 85

  AlphaFold2-derived structural features (solvent accessibility, amino acid network features, physicochemical environment, pLDDT) can be used to train a random forest classifier (AlphScore) that distinguishes proxy-benign from proxy-pathogenic missense variants.

  gnomad alphafold2-predicted alphscore proteins machine secondary physicochemical

• Structural organization and interactions of transmembrane domains in tetraspanin proteins.

  PMID 15985154 · PMC1190194 · BMC structural biology · 2005 · 8 claims · 5 setups

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  TM1, TM2 and TM3 of human tetraspanins display a distinct heptad repeat motif (abcdefg)n, while TM4 lacks this motif.

  tetraspanin cd9 gfp single-cysteine sequence cross-species fluorescence

• Reduced secretion of fibulin 5 in age-related macular degeneration and cutis laxa.

  PMID 16652333 · PMC1828612 · Human mutation · 2006 · 7 claims · 6 setups

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  FBLN5 missense mutations are associated with ARMD in a European (UK/Dutch) cohort, confirming prior US findings

  armd dutch fibulin pef6-ssflag mutation computational site-directed

• Prediction of specificity-determining residues for small-molecule kinase inhibitors.

  PMID 19032760 · PMC2655090 · BMC bioinformatics · 2008 · 8 claims · 5 setups

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  S-Filter is a novel method combining sequence and structural information (within PFAAT) to predict specificity-determining residues and selectivity profiles for small-molecule kinase inhibitors

  panel kinase-inhibitor sequence erk2 caliper radiometric solvent

• A combination of genomic approaches reveals the role of FOXO1a in regulating an oxidative stress response pathway.

  PMID 18301748 · PMC2244703 · PloS one · 2008 · 8 claims · 7 setups

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  FOXO1a mRNA and protein expression are elevated in human liver compared to chimpanzee liver

  chimpanzee hepg2 promoters liver quantitative western sirna

• A MANBA mutation resulting in residual beta-mannosidase activity associated with severe leukoencephalopathy: a possible pseudodeficiency variant.

  PMID 19728872 · PMC2745377 · BMC medical genetics · 2009 · 8 claims · 7 setups

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  A novel homozygous missense mutation, c.1922G>A (p.Arg641His), in MANBA was identified in a patient with severe neurological disease featuring pyramidal and cerebellar involvement, a phenotype not previously reported in β-mannosidosis.

  family hek293t lymphoid pcr-amplified fluorometric site-directed western

• Env-antibody coevolution identifies B cell priming as the principal bottleneck to HIV V2 apex broadly neutralizing antibody development.

  PMID 41686912 · PMC13015429 · Science immunology · 2026 · 8 claims · 8 setups

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  Efficiency of B cell priming, not complexity of Env-guided affinity maturation, is the primary obstacle to V2 apex bNAb elicitation in SHIV-infected macaques.

  shiv-infected plasma igg+ rhesus plasma single-genome next-generation

• nf-core/crisprseq: a versatile pipeline for comprehensive analysis of CRISPR gene editing and screening assays.

  PMID 41551929 · PMC12805889 · NAR genomics and bioinformatics · 2026 · 8 claims · 5 setups

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  nf-core/crisprseq is the first generic pipeline enabling analysis of the broad spectrum of CRISPR designs, from targeted gene edits (KO, KI, BE, PE) to large-scale functional screens

  spike-in prjeb53901 a375 prjna326019 targeted crispr computing

• Biased exon/intron distribution of cryptic and de novo 3' splice sites.

  PMID 16141195 · PMC1197134 · Nucleic acids research · 2005 · 7 claims · 5 setups

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  Cryptic 3'ss (from 3'YAG consensus mutations) are significantly more frequent in exons than in introns

  disease authentic hek293t nuclear literature shapiro-senapathy splicing

• Evolution of variants of yeast site-specific recombinase Flp that utilize native genomic sequences as recombination target sites.

  PMID 17003057 · PMC1635253 · Nucleic acids research · 2006 · 8 claims · 8 setups

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  Stepwise directed evolution using chimeric FLRT (FRT/genomic hybrid) intermediate sites can generate Flp variants capable of recombining native genomic FRT-like sequences from the human IL10 gene (FL-IL10A, FL-IL10B).

  coli flp il10 flp-holliday recombination site-specific computational

• Mutations in the formin gene INF2 cause focal segmental glomerulosclerosis.

  PMID 20023659 · PMC2980844 · Nature genetics · 2010 · 8 claims · 8 setups

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  Mutations in INF2, a formin family actin-regulating protein, cause autosomal dominant focal segmental glomerulosclerosis (FSGS)

  families genes individuals kidney genome-wide sanger resequencing

• Requirements for Pseudomonas aeruginosa acute burn and chronic surgical wound infection.

  PMID 25057820 · PMC4109851 · PLoS genetics · 2014 · 8 claims · 8 setups

  Has reproduction · 78

  In vivo gene expression is generally not correlated with a gene's importance for fitness, with the exception of metabolic genes, for which differential expression is more predictive of fitness.

  aeruginosa differentially paired rna-seq tn-seq computational