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).

• Critical evaluation of drug response prediction models with DrEval.

  PMID 42120410 · PMC13168506 · Nature communications · 2026 · 8 claims · 6 setups

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  DrEval is a living open-source benchmarking pipeline for unbiased, biologically meaningful evaluation of cancer drug response prediction models, integrating standardized preprocessing, hyperparameter tuning, statistically rigorous evaluation, cross-study benchmarks, and ablation studies.

  ctrpv2 ccle beataml2 pdx_bruna viability drug pdx

• Genome-wide siRNA-based functional genomics of pigmentation identifies novel genes and pathways that impact melanogenesis in human cells.

  PMID 19057677 · PMC2585813 · PLoS genetics · 2008 · 7 claims · 8 setups

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  Genome-wide siRNA screening identified 92 novel genes that support melanin production in human melanocytes with a low false discovery rate.

  mnt-1 melanocyte melanocytes genome-wide secondary quantitative

• Interferon-γ selectively promotes survival of alveolar progenitor cells in a human lung organoid model.

  PMID 41992061 · PMC13187038 · The EMBO journal · 2026 · 8 claims · 7 setups

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  A new human ALVO model supports long-term expansion of alveolar progenitor cells and defined serum-free differentiation into AT1-like cells, improving on prior HTII-280-selection/serum-based protocols

  alvos organoid-derived sorted viability scrna-seq immunofluorescence

• IFN signaling is associated with radiotherapy response in malignant peripheral nerve sheath tumors.

  PMID 41766654 · PMC12948414 · The Journal of clinical investigation · 2026 · 8 claims · 8 setups

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  MPNST cells are more radioresistant than benign plexiform neurofibroma (pNF) cells in vitro

  mpnst st88-14 nf9511.b jh-2-002 flow fractionated bulk

• GenomeRNAi: a database for cell-based RNAi phenotypes. 2009 update.

  PMID 19910367 · PMC2808900 · Nucleic acids research · 2010 · 7 claims · 7 setups

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  GenomeRNAi is a database integrating RNAi phenotypes, reagents, and gene annotations from cell-based screens in Drosophila and human cells

  drosophila hela genome-scale image-based rna-seq

• Forward genetic analysis of the apicomplexan cell division cycle in Toxoplasma gondii.

  PMID 18282098 · PMC2242837 · PLoS pathogens · 2008 · 8 claims · 6 setups

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  A high-throughput ENU mutagenesis screen isolated 165 temperature-sensitive (ts) Toxoplasma growth mutants from ~60,000 clones.

  gondii genomic chemical flow immunofluorescence

• A physical and regulatory map of host-influenza interactions reveals pathways in H1N1 infection.

  PMID 20064372 · PMC2892837 · Cell · 2009 · 8 claims · 8 setups

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  A systematic yeast two-hybrid screen identified physical interactions between the 10 major PR8 influenza viral proteins and human proteins, implicating 87 human 'H1' proteins.

  orfeome udorn bronchial hbecs yeast genome-wide sirna

• CRISPR screens in the context of immune selection identify CHD1 and MAP3K7 as mediators of cancer immunotherapy resistance.

  PMID 41564866 · PMC12866162 · Cell reports. Medicine · 2026 · 8 claims · 8 setups

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  CHD1 and MAP3K7 loss additively sensitizes cancer cells to IFN-γ-induced death

  a375 crc-9 ht-29 vcap whole-genome autologous incucyte

• SMARCA4/2 loss reduces BCL-xL expression and confers a druggable MCL1 dependency in cancer.

  PMID 41807550 · PMC13249849 · NPJ precision oncology · 2026 · 8 claims · 8 setups

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  MCL1 inhibition is synthetic lethal with SMARCA4/2 loss in SCCOHT and NSCLC cells

  nsclc lung smarca4 bin-67 genome-wide drug colony

• Genetic requirement for pneumococcal ear infection.

  PMID 18670623 · PMC2593789 · PloS one · 2007 · 7 claims · 8 setups

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  STM screening of 5,280 S. pneumoniae ST556 mutants in a chinchilla middle ear infection model identified 169 genes required for ear infection

  pneumoniae bioluminescent balb signature-tagged bioluminescent transmission

• Shaken not stirred: a global research cocktail served in Hinxton.

  PMID 18036269 · PMC2258181 · Genome biology · 2007 · 8 claims · 8 setups

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  Network-guided reverse genetics using probabilistic functional gene networks (e.g. YeastNet, WormNet) reduces the search space for identifying genes in a given biological process

  budding caenorhabditis drosophila escherichia two-color double chip-chip

• RUVBL1 and RUVBL2 are druggable MYC effector regulators in neuroblastoma cells.

  PMID 41940329 · PMC13049659 · iScience · 2026 · 8 claims · 8 setups

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  RUVBL1 and RUVBL2 target gene sets are significantly depleted in MYCN-driven NB mouse tumors treated with ATR inhibitors (elimusertib, ceralasertib)

  th-mycn neuroblastoma clb-bar clb-ga rna-seq gene western

• Proteomic and genetic approaches identify Syk as an AML target.

  PMID 19800574 · PMC2803063 · Cancer cell · 2009 · 8 claims · 8 setups

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  EGFR inhibitors (e.g., gefitinib) induce AML differentiation through a non-EGFR, off-target mechanism

  hl-60 aml molm-14 luciferase-labeled phospho-tyrosine kinome-wide secondary

• Prevalence and functional analysis of sequence variants in the ATR checkpoint mediator Claspin.

  PMID 19737971 · PMC2994259 · Molecular cancer research : MCR · 2009 · 8 claims · 8 setups

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  CLSPN is a mediator protein essential for the ATR- and CHK1-dependent checkpoint response to replicative stress or single-stranded DNA

  ebv-immortalized sporadic same caucasian genomic denaturing genotyping

• Sequence and chemical specificity define the functional landscape of intrinsically disordered regions.

  PMID 41688823 · PMC12904797 · Nature cell biology · 2026 · 8 claims · 8 setups

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  IDR function depends on two distinct but related properties: sequence specificity (motifs) and chemical specificity (distributed multivalent chemistry)

  cerevisiae orthologous abf1 fus1-163 plasmid anti-flag proteome-wide

• 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

• Small molecule splicing modulators that disrupt O-GlcNAc homeostasis.

  PMID 41526361 · PMC12894984 · Nature communications · 2026 · 8 claims · 7 setups

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  Kinase inhibitors GSK690693 and Y-33075 act as splicing modulators that disrupt O-GlcNAc homeostasis by simultaneously downregulating both OGT and OGA

  hct116 recombinant hek293t high-content western udp-glo

• Broad network-based predictability of Saccharomyces cerevisiae gene loss-of-function phenotypes.

  PMID 18053250 · PMC2246260 · Genome biology · 2007 · 8 claims · 4 setups

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  Loss-of-function phenotypes in yeast are predictable from a gene's connections in a functional gene network via guilt-by-association.

  saccharomyces guilt-by-association comparison network-guided

• Genomics: applications in mechanism elucidation.

  PMID 19166886 · PMC2698023 · Advanced drug delivery reviews · 2009 · 8 claims · 8 setups

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  Genomic tools require no a priori knowledge of a compound's mode of action and can reveal biological pathways (metabolism, distribution, off-target effects) in addition to the precise mechanism of action.

  extract panel saccharomyces inbred affinity cytotoxicity genome-wide

• Single-cell protein activity analysis reveals aberrant myogenesis and IGF2-PI3K pathway dependencies in MYOD1-mutant rhabdomyosarcoma.

  PMID 41758938 · PMC12947870 · Science advances · 2026 · 8 claims · 8 setups

  Has reproduction · 84

  MYOD1 L122R-mutant SRMS tumors contain three coexisting, conserved cell states (progenitor, transition, differentiated) reflecting aberrant myogenic differentiation

  patient-derived tumor single paired single-nucleus infercnv aracne-ap