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).

• scATD: a high-throughput and interpretable framework for single-cell cancer drug resistance prediction and biomarker identification.

  PMID 40501071 · PMC12159290 · Briefings in bioinformatics · 2025 · 8 claims · 6 setups

  Has reproduction · 62

  scATD enables high-throughput single-cell drug sensitivity prediction for new patients without model parameter retraining via bidirectional Bi-AdaIN style transfer

  panglaodb cancer geo gse137829 single-cell bulk

• EGFR mutation status in tumour-derived DNA from pleural effusion fluid is a practical basis for predicting the response to gefitinib.

  PMID 17060940 · PMC2360588 · British journal of cancer · 2006 · 7 claims · 4 setups

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  EGFR mutations can be detected by direct sequencing of DNA extracted from cell-free pleural effusion fluid supernatant in NSCLC patients

  cell-free pleural nsclc direct extraction clinical

• Three-dimensional neuroblastoma cell culture: proteomic analysis between monolayer and multicellular tumor spheroids.

  PMID 18797883 · PMC2804865 · Pediatric surgery international · 2008 · 7 claims · 3 setups

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  18 protein spots were differentially over-expressed in neuroblastoma spheroids compared to monolayers

  neuroblastoma excised monolayer 2-d lc-ms fractionation