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).

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

  PMID 41417875 · PMC12795466 · PLoS computational biology · 2025 · 7 claims · 4 setups

  Has reproduction

  DAGFormer, a graph-based domain adaptation framework integrating bulk and scRNA-seq data, predicts single-cell drug responses more accurately than existing methods.

  pan-can jhu006 pc9 a375 bulk scrna-seq

• Oncogene mutations, copy number gains and mutant allele specific imbalance (MASI) frequently occur together in tumor cells.

  PMID 19826477 · PMC2757721 · PloS one · 2009 · 8 claims · 8 setups

  Full-text index only

  Homozygous mutations of oncogenes are frequent (20%) across 833 cancer cell lines of 12 tumor types in the Sanger database

  tumors cancer tumor lung direct database quantitative

• Expression of neurofibromin 1 in colorectal cancer and cetuximab resistance.

  PMID 34779495 · PMC8611403 · Oncology reports · 2022 · 8 claims · 8 setups

  Has reproduction · 73

  NF1 is highly expressed in cetuximab-sensitive CRC cell lines and minimally expressed in cetuximab-resistant ones

  crc cetuximab-sensitive sirna ffpe western growth colony