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).

• Bacteriophage Mu integration in yeast and mammalian genomes.

  PMID 18953026 · PMC2602771 · Nucleic acids research · 2008 · 8 claims · 8 setups

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  In vitro-assembled Mu transpososomes, delivered by electroporation, efficiently integrate marker genes into yeast, mouse ES, human HeLa, and human ES cell genomes

  cerevisiae ab2.2 hela fes29 electroporation southern transposition

• Spontaneous symmetry breaking in genome evolution.

  PMID 18367477 · PMC2377439 · Nucleic acids research · 2008 · 6 claims · 3 setups

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  Exon size distributions in sequenced genomes follow a lognormal pattern typical of a random Kolmogoroff fractioning process

  animal homo model genome-wide alternatively computational

• Cancer-specific high-throughput annotation of somatic mutations: computational prediction of driver missense mutations.

  PMID 19654296 · PMC2763410 · Cancer research · 2009 · 7 claims · 7 setups

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  CHASM, a Random Forest-based computational method, was developed to identify and prioritize missense mutations likely to be functional drivers of tumor cell proliferation.

  missense same synthetic tp53 random support principal

• 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

• An integrated in silico-in vitro approach for identifying therapeutic targets against osteoarthritis.

  PMID 36352408 · PMC9648005 · BMC biology · 2022 · 7 claims · 5 setups

  Has reproduction · 84

  A signal transduction/gene regulatory network model of the articular chondrocyte was built combining knowledge-based curation and data-driven (machine learning) network inference

  osteoarthritic articular chondrocyte microarray computational high-throughput

• Evaluation of two methods for computational HLA haplotypes inference using a real dataset.

  PMID 18230173 · PMC2268655 · BMC bioinformatics · 2008 · 8 claims · 5 setups

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  PHASE v2.1.1 had the best overall performance in both haplotype construction and frequency calculation compared to Arlequin V3.0

  genotypic unrelated computational direct

• Inferring a spatial code of cell-cell interactions across a whole animal body.

  PMID 36395331 · PMC9714814 · PLoS computational biology · 2022 · 8 claims · 6 setups

  Has reproduction · 90

  cell2cell computes cell-cell interaction (CCI) potential using a novel modified Bray-Curtis score based on complementary coexpression of ligand-receptor pairs between cells

  elegans computational single-cell random genetic

• Genome-wide analysis of the human Alu Yb-lineage.

  PMID 15588477 · PMC3525081 · Human genomics · 2004 · 8 claims · 6 setups

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  1,733 Alu Yb-lineage elements are present on human autosomal chromosomes

  genome genomic non-human yb7 computational pcr-based pcr

• A genome-wide survey demonstrates widespread non-linear mRNA in expressed sequences from multiple species.

  PMID 16237125 · PMC1258171 · Nucleic acids research · 2005 · 8 claims · 6 setups

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  A genome-wide computational survey identifies 245 genes in mammals (264 across six species) that produce RREO events in expressed sequences

  expressed representative random genes computational orf statistical

• The biological function of some human transcription factor binding motifs varies with position relative to the transcription start site.

  PMID 18367472 · PMC2377430 · Nucleic acids research · 2008 · 8 claims · 5 setups

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  1226 eight-letter DNA words show statistically significant positional preferences relative to the TSS across 7914 human promoter regions

  putative nonredundant homo genes computational pssm semantic

• 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 Random Forest machine-learning approach can predict gene essentiality from in vivo transposon insertion data across multiple yeast species and transposon systems

  cerevisiae pombe albicans hermes acds piggybac

• 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

• Integrated analysis of genetic and proteomic data identifies biomarkers associated with adverse events following smallpox vaccination.

  PMID 18923431 · PMC2692715 · Genes and immunity · 2009 · 7 claims · 6 setups

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  A two-stage strategy (Random Forest filtering followed by decision tree modeling) can integrate categorical genetic and continuous proteomic data to identify biomarkers of AE risk

  ebv-transformed serum combined rf-filtered snp serum random

• Functional copy-number alterations in cancer.

  PMID 18784837 · PMC2527508 · PloS one · 2008 · 8 claims · 3 setups

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  RAE is a comprehensive computational framework that robustly maps chromosomal alterations in tumor samples and statistically assesses their functional importance in cancer.

  pleomorphic hapmap large snp computational

• The distribution of SNPs in human gene regulatory regions.

  PMID 16209714 · PMC1260019 · BMC genomics · 2005 · 8 claims · 6 setups

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  SNPs occur with higher density closer to the transcriptional start site within gene promoter regions than in further upstream regions

  gene mammalian promoter experimentally genome-wide computational binding

• 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

• Automated recognition of retroviral sequences in genomic data--RetroTector.

  PMID 17636050 · PMC1976444 · Nucleic acids research · 2007 · 8 claims · 8 setups

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  RetroTector uses 'fragment threading' (detection of chains of conserved retroviral motifs satisfying distance constraints) combined with LTR detection and protein reconstruction to identify ERVs in genomic sequences

  reference genome chimpanzee red motif whole-genome simulated

• 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

• Transcription-coupled and epigenome-encoded mechanisms direct H3K4 methylation.

  PMID 35953471 · PMC9372134 · Nature communications · 2022 · 8 claims · 8 setups

  Has reproduction · 83

  ATX1, ATX2, and ATXR7 redundantly mediate H3K4 monomethylation genome-wide

  arabidopsis chip-seq western random

• Optimal scaling of digital transcriptomes.

  PMID 24223126 · PMC3819321 · PloS one · 2013 · 8 claims · 8 setups

  Has reproduction · 67

  Fifteen existing and novel transcript-count normalization algorithms can be compared with two novel, mutually independent metrics: the number of "uniform" genes (sufficiently low coefficient of variation after normalization) and low average Spearman correlation between normalized expression profiles of gene pairs.

  tissues bodymap mapped 16-sample bulk read transcript