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).

• Incidence of mutation and deletion in topoisomerase II alpha mRNA of etoposide and mAMSA-resistant cell lines.

  PMID 11676865 · PMC5926608 · Japanese journal of cancer research : Gann · 2001 · 7 claims · 6 setups

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  Acquired mutations of the topoisomerase IIα gene are an important and frequent mechanism of resistance to topoisomerase II inhibitors, independent of the degree of resistance.

  parental lines t47d-vp1 mcf7-vp8 rnase cdna cytotoxicity

• 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

• 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

• Glycomic approach for potential biomarkers on prostate cancer: profiling of N-linked glycans in human sera and pRNS cell lines.

  PMID 19126968 · PMC3827814 · Disease markers · 2008 · 8 claims · 5 setups

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  Glycomic profiling of N-linked glycans in serum can reveal potential biomarkers distinguishing prostate cancer patients from controls

  serum prns-1-1 n-linked maldi solid tandem

• Application of proteomics in the study of tumor metastasis.

  PMID 15862116 · PMC5172469 · Genomics, proteomics & bioinformatics · 2004 · 8 claims · 8 setups

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  Cell function is directly regulated through proteins, not genes or mRNA, so metastasis-related gene findings need protein-level validation via proteomics.

  young metastatic hepatocellular lines microarray 2de cdna

• Understanding sex differences in environmental health: a thought leaders' roundtable.

  PMID 15064168 · PMC1241928 · Environmental health perspectives · 2004 · 8 claims · 8 setups

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  Dioxin and corticosteroids both cause thymic atrophy but via distinct mechanisms; dioxin's atrophy kinetics resemble those induced by estrogen despite acting through a different receptor.

  laboratory mice nzb c57bl thymus radiation autoimmune

• MBD-isolated Genome Sequencing provides a high-throughput and comprehensive survey of DNA methylation in the human genome.

  PMID 19906696 · PMC2811030 · Nucleic acids research · 2010 · 6 claims · 4 setups

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  MiGS combines MBD2 MBD-domain precipitation of methylated DNA with massively parallel sequencing to enable unbiased, high-throughput genome-wide DNA methylation profiling

  hct116 migs mbd-isolated bisulfite gene