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).

• A genomic approach to improve prognosis and predict therapeutic response in chronic lymphocytic leukemia.

  PMID 19861443 · PMC2783430 · Clinical cancer research : an official journal of the American Association for Cancer Research · 2009 · 8 claims · 8 setups

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  A genomic signature derived from CLL patient leukemic cells significantly differentiates stable from progressive disease

  duke nci-60 mayo spanish gene cdna igvh

• Personalized medicine: the future is not what it used to be.

  PMID 19958922 · PMC2844719 · Surgery · 2009 · 8 claims · 8 setups

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  Many rare tumors harbor a genomic Achilles heel that can be exploited for targeted therapy

  sw13 h295r drosophila acc drug synthetic gene

• Enabling Single-Cell Drug Response Annotations from Bulk RNA-Seq Using SCAD.

  PMID 36762572 · PMC10104628 · Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2023 · 7 claims · 7 setups

  Has reproduction · 81

  SCAD, a transfer learning framework integrating adversarial discriminative domain adaptation (ADDA), can infer single-cell drug sensitivities by transferring knowledge from bulk RNA-seq pharmacogenomic data (GDSC) to scRNA-seq target domains

  pan-cancer pc9 451lu a375 bulk scrna-seq computational

• Utilization of genomic signatures to identify phenotype-specific drugs.

  PMID 19714244 · PMC2729377 · PloS one · 2009 · 8 claims · 8 setups

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  A RAS pathway gene expression signature applied to NCI-60 cells identifies compounds selectively active against RAS-activated cells, including the MEK inhibitor Hypothemycin

  nci-60 breast mda-mb-231 signature-drug gene signature

• DAGFormer: A graph-based domain adaptation approach for single-cell cancer drug response prediction.

  PMID 41417875 · PMC12795466 · PLoS computational biology · 2025 · 7 claims · 5 setups

  Has reproduction

  DAGFormer constructs cellular neighbor graphs using diverse topological strategies to represent intercellular interactions for drug response prediction

  pan-cancer jhu006 scc47 pc9 bulk scrna-seq

• Integrating complex genomic datasets and tumour cell sensitivity profiles to address a 'simple' question: which patients should get this drug?

  PMID 20003409 · PMC2799438 · BMC medicine · 2009 · 8 claims · 5 setups

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  A panel of 48 genomically characterized breast cancer cell lines can model patient tumour heterogeneity to identify biomarkers predicting response to PG-11047

  panel breast 250-gene candidate genome growth pathway

• Chips to hits.

  PMID 11983055 · PMC139346 · Genome biology · 2002 · 8 claims · 8 setups

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  Illumina's fiber-optic bead array technology allows ~2,000 oligonucleotide-based assays per bead array for high-throughput genotyping

  individual yeast pools lncap cell-based affymetrix automated

• Backseat drivers take the wheel.

  PMID 18068625 · PMC2705833 · Cancer cell · 2007 · 8 claims · 8 setups

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  Systematic resequencing combined with functional validation can distinguish rare driver FLT3 mutations from passenger mutations in AML patients negative for known activating mutations

  pretreatment baf3 additional normal targeted baf3 immunoprecipitation

• Activation-induced cytidine deaminase acts as a mutator in BCR-ABL1-transformed acute lymphoblastic leukemia cells.

  PMID 17485517 · PMC2118573 · The Journal of experimental medicine · 2007 · 8 claims · 8 setups

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  AID mRNA is aberrantly expressed in Ph+ ALL but largely absent in Ph- ALL

  normal ph+ semiquantitative western rt-pcr

• Dynamic Proteomics: a database for dynamics and localizations of endogenous fluorescently-tagged proteins in living human cells.

  PMID 19820112 · PMC2808965 · Nucleic acids research · 2010 · 8 claims · 6 setups

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  The Dynamic Proteomics database compiles fluorescence dynamics and localization data for endogenously YFP/Venus-tagged human proteins from the LARC library studied by Cohen et al.

  h1299 cdna user-submitted time-lapse cd-tagging race

• A pharmacogene database enhanced by the 1000 Genomes Project.

  PMID 19745786 · PMC2935084 · Pharmacogenetics and genomics · 2009 · 7 claims · 4 setups

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  The database provides a convenient portal for immediate utilization of newly released 1000 Genomes Project (KGP) data in pharmacogenetic studies

  ceu hapmap lymphoblastoid genotype-phenotype whole-genome low-coverage

• Acquired resistance to KRAS G12C small-molecule inhibitors via genetic/nongenetic mechanisms in lung cancer.

  PMID 37831779 · PMC10575592 · Science advances · 2023 · 8 claims · 8 setups

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  Acquired resistance to sotorasib in isogenic cells correlates with increased ITGB4 expression

  h358 h23 sw1573 proliferation spheroid immunoblot

• GoMiner: a resource for biological interpretation of genomic and proteomic data.

  PMID 12702209 · PMC154579 · Genome biology · 2003 · 8 claims · 4 setups

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  GoMiner organizes 'interesting' gene lists (e.g., differentially expressed genes) into the Gene Ontology hierarchy for biological interpretation, displaying results as both a tree and a directed acyclic graph (DAG).

  du145 gene gominer cdna flow category

• Convergence of mutation and epigenetic alterations identifies common genes in cancer that predict for poor prognosis.

  PMID 18507500 · PMC2429944 · PLoS medicine · 2008 · 7 claims · 7 setups

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  At least 36 of the 189 newly mutated CAN genes are targets of promoter CpG island hypermethylation, often in both colon and breast cancer cell lines

  breast same selected hct116 expression methylation-specific rt-pcr

• Probing the cancer genome.

  PMID 18492227 · PMC2441462 · Genome biology · 2008 · 8 claims · 8 setups

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  Combined Sanger and 454 pyrosequencing of MCF-7 BAC clones identified 157 PCR-confirmed translocation breakpoint junctions, including 10 in-frame junctions confirmed at the transcript level

  mcf-7 tumor lung oral sanger solexa gistic

• Hypomethylation and expression of BEX2, IGSF4 and TIMP3 indicative of MLL translocations in acute myeloid leukemia.

  PMID 19835597 · PMC2770485 · Molecular cancer · 2009 · 8 claims · 8 setups

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  MLL-mutant (MLL mu) AML cell lines show significantly lower TSG promoter methylation than MLL wild-type (MLL wt) AML cell lines

  acute mll lines bone ms-mlpa hhai methylation-specific

• 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

• Identification of phenotype-specific networks from paired gene expression-cell shape imaging data.

  PMID 35197309 · PMC8997347 · Genome research · 2022 · 8 claims · 8 setups

  Has reproduction · 100

  WGCNA-derived gene coexpression modules from breast cancer cell line RNA-seq data correlate significantly with specific cell-shape features

  breast same gene identified bulk high-content regulon

• Machine Learning-Based Integrated Analysis of PANoptosis Patterns in Acute Myeloid Leukemia Reveals a Signature Predicting Survival and Immunotherapy.

  PMID 38322112 · PMC10846924 · International journal of clinical practice · 2024 · 8 claims · 8 setups

  Has reproduction · 71

  AML cases can be categorized into two distinct PANRG (PANoptosis-related gene) clusters with differentially expressed prognostic genes (PRDEGs)

  aml hovon cancer tcga bulk consensus machine

• Identification of succinylation-related genes in bladder cancer: integration of single-cell and transcriptomic data.

  PMID 42220482 · PMC13218921 · Frontiers in immunology · 2026 · 8 claims · 8 setups

  Has reproduction · 78

  KCTD16, CD3D, and GSDMB were identified as prognostic succinylation-related genes in BLCA

  soochow-blca tcga-blca gse13507 gse135337 bulk scrna-seq somatic