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).

• Quantitative analysis of age specific variation in the abundance of human female parotid salivary proteins.

  PMID 19764810 · PMC2834885 · Journal of proteome research · 2009 · 7 claims · 5 setups

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  Protein expression in human female parotid saliva is age-dependent, with distinct protein sets differentially abundant between young and older healthy women

  pooled hcic trypsin-digested normalized hydrophobic sds-page mudpit

• Building disease-specific drug-protein connectivity maps from molecular interaction networks and PubMed abstracts.

  PMID 19649302 · PMC2709445 · PLoS computational biology · 2009 · 7 claims · 4 setups

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  A computational framework can build disease-specific drug-protein connectivity maps by integrating protein interaction networks and PubMed literature mining, without gene expression profiles from drug perturbation experiments

  seed ad-related retrieved combined protein-protein network-based pubmed

• Cell Specific eQTL Analysis without Sorting Cells.

  PMID 25955312 · PMC4425538 · PLoS genetics · 2015 · 5 claims · 3 setups

  Has reproduction · 90

  A genome-environment interaction meta-analysis on whole blood can predict neutrophil- and lymphocyte-specific cis-eQTLs without sorting cells.

  blood neutrophils blood neutrophil rna-seq

• The 21st century hepatologist and a systems biology based approach to liver diseases.

  PMID 19026013 · PMC2712824 · Hepatology (Baltimore, Md.) · 2008 · 7 claims · 3 setups

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  Network models covering the majority of an organism's genes can accurately predict phenotypic effects of gene perturbations in multicellular organisms

  caenorhabditis cohorts computational genome-wide whole-genome

• spliceJAC: transition genes and state-specific gene regulation from single-cell transcriptome data.

  PMID 36321549 · PMC9627675 · Molecular systems biology · 2022 · 8 claims · 6 setups

  Has reproduction · 53

  spliceJAC quantifies multivariate mRNA splicing from unspliced/spliced count matrices to construct cell state-specific gene-gene (Jacobian) interaction matrices.

  two-gene three-gene emt circuit simulation grn scrna-seq

• From single cells to whole organisms.

  PMID 16420683 · PMC1414103 · Genome biology · 2005 · 8 claims · 8 setups

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  The genetic-interaction map in S. cerevisiae is roughly four times as complex as the protein-protein interaction map, and genetic interactions do not overlap with physical interactions but instead predict functional neighborhoods

  saccharomyces caenorhabditis mammalian cylindromatosis automated interference rnai

• Systems biology: where it's at in 2005.

  PMID 16086862 · PMC1273629 · Genome biology · 2005 · 8 claims · 8 setups

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  High-throughput genetic-interaction and physical-interaction maps show only minimal overlap with each other, whereas literature-derived genetic and physical interaction maps share a much greater fraction of edges

  saccharomyces drosophila environmental literature systematic genome-wide

• Protein microarray technology.

  PMID 17126887 · PMC1828913 · Mechanisms of ageing and development · 2007 · 8 claims · 8 setups

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  Protein microarrays enable high-throughput characterization of protein biochemical activities across an entire proteome in a single experiment

  yeast sh2 protein-protein protein-dna chromatin

• The novel duplication HRAS c.186_206dup p.(Glu62_Arg68dup): clinical and functional aspects.

  PMID 32499600 · PMC7576819 · European journal of human genetics : EJHG · 2020 · 7 claims · 3 setups

  Has reproduction

  The novel HRAS c.186_206dup p.(Glu62_Arg68dup) variant was identified in an individual with hypertrophic cardiomyopathy, Chiari 1 malformation and ectodermal findings consistent with a RASopathy.

  hras expressing protein-protein phosphorylation growth

• Filtering high-throughput protein-protein interaction data using a combination of genomic features.

  PMID 15833142 · PMC1127019 · BMC bioinformatics · 2005 · 8 claims · 8 setups

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  A combination of three genomic features (interacting Pfam domains, GO annotations, sequence homology) using naive Bayesian networks predicts true protein-protein interactions with high sensitivity and good specificity.

  saccharomyces bank caenorhabditis homo yeast mass naive

• VIRGO: computational prediction of gene functions.

  PMID 16845022 · PMC1538839 · Nucleic acids research · 2006 · 8 claims · 6 setups

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  VIRGO constructs a functional linkage network (FLN) from gene expression and molecular interaction data, labels genes with GO annotations, and propagates these labels to predict functions of unlabelled genes

  cerevisiae sapiens leave-one-out gene protein-protein

• InSite: a computational method for identifying protein-protein interaction binding sites on a proteome-wide scale.

  PMID 17868464 · PMC2375030 · Genome biology · 2007 · 8 claims · 8 setups

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  InSite predicts protein-pair-specific binding motifs ('Motif M on protein A binds to protein B') by integrating heterogeneous PPI and motif-motif interaction evidence within a Bayesian network trained by EM

  saccharomyces homo bank computational yeast tandem

• Organization of physical interactomes as uncovered by network schemas.

  PMID 18949022 · PMC2561054 · PLoS computational biology · 2008 · 7 claims · 5 setups

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  A computational procedure can systematically identify 'emergent' network schemas that are both recurrent and over-represented relative to randomized networks preserving lower-order subschema distributions

  cerevisiae sapiens uncharacterized network cross-species functional

• Nutrigenetic association of the 5-lipoxygenase gene with myocardial infarction.

  PMID 18842779 · PMC3014055 · The American journal of clinical nutrition · 2008 · 8 claims · 4 setups

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  A significant gene x diet interaction exists between 5-LO promoter short alleles (3,4 repeats) and dietary AA intake in determining MI risk

  costa buffy genetic real-time allele-specific

• P19 H-ras induces G1/S phase delay maintaining cells in a reversible quiescence state.

  PMID 20046837 · PMC2798614 · PloS one · 2009 · 8 claims · 8 setups

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  p19 regulates telomerase activity through its interaction with p73α/β proteins

  yeast hela yeast facs pkc

• ChIP-seq Data Processing and Relative and Quantitative Signal Normalization for Saccharomyces cerevisiae.

  PMID 40364978 · PMC12067309 · Bio-protocol · 2025 · 8 claims · 6 setups

  Has reproduction · 100

  siQ-ChIP measures absolute protein–DNA interaction (IP efficiency) genome-wide without relying on exogenous spike-in chromatin, overcoming limitations of spike-in normalization.

  cerevisiae pombe concatenated chip-seq chip-seq high-throughput fastq

• A network-guided protocol to discover susceptibility genes in genome-wide association studies using stability selection.

  PMID 36609152 · PMC9850185 · STAR protocols · 2023 · 5 claims · 5 setups

  Has reproduction · 92

  The protocol identifies genes that are both statistically associated with a phenotype and functionally interconnected in a biological network

  case-control gene-gene fictional familial snp-phenotype gene-level network-guided

• BiRNA-BERT allows efficient RNA language modeling with adaptive tokenization.

  PMID 41266599 · PMC12635123 · Communications biology · 2025 · 8 claims · 8 setups

  Has reproduction · 50

  BiRNA-BERT uses adaptive dual-tokenization that dynamically selects nucleotide-level (NUC) or byte-pair encoding (BPE) tokens based on input sequence length

  rfam plant lncrna-mirna sequences unsupervised mirna-lncrna length-binned

• The cohesin complex: sequence homologies, interaction networks and shared motifs.

  PMID 11276426 · PMC30708 · Genome biology · 2001 · 8 claims · 8 setups

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  Mouse Mmip1 and Smc3 (SMCD) share 99% sequence identity and are products of the same gene

  smc1 smc3 mmip1 smc psi-blast phylogenetic sequence

• From linear genome sequence to three-dimensional organization of the cell nucleus.

  PMID 12620101 · PMC153456 · Genome biology · 2003 · 8 claims · 8 setups

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  Chromosome conformation capture (3C) can quantify in vivo physical interaction frequencies between genomic loci by crosslinking, digestion, and intramolecular ligation followed by PCR

  saccharomyces mitotic nucleoplasm hela chromosome translocation stretched