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).

• Gefitinib for non-small-cell lung cancer patients with epidermal growth factor receptor gene mutations screened by peptide nucleic acid-locked nucleic acid PCR clamp.

  PMID 17106442 · PMC2360739 · British journal of cancer · 2006 · 5 claims · 4 setups

  Full-text index only

  NSCLC patients with EGFR mutations detected by PNA-LNA PCR clamp show significantly higher response rates and longer survival with gefitinib than EGFR wild-type patients.

  clinical nsclc pna-lna direct phase

• stDyer-image improves clustering analysis of spatially resolved transcriptomics and proteomics with morphological images.

  PMID 41692960 · PMC12960910 · Bioinformatics (Oxford, England) · 2026 · 7 claims · 5 setups

  Has reproduction · 75

  stDyer-image is an end-to-end deep learning framework that directly associates image features with predicted cluster labels to improve clustering of SRT and SRP data with images.

  non-small-cell breast brain intestine spatially image

• Limited copy number-high resolution melting (LCN-HRM) enables the detection and identification by sequencing of low level mutations in cancer biopsies.

  PMID 19811662 · PMC2766370 · Molecular cancer · 2009 · 7 claims · 6 setups

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  LCN-HRM enables detection and sequencing-based characterisation of low-level mutations that are undetectable by direct sequencing alone

  hct116 ffpe genomic tx84 dideoxynucleotide high lcn-hrm

• High resolution melting analysis for rapid and sensitive EGFR and KRAS mutation detection in formalin fixed paraffin embedded biopsies.

  PMID 18495026 · PMC2408599 · BMC cancer · 2008 · 8 claims · 4 setups

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  HRM correctly identified all 73 EGFR-mutation-positive FFPE samples previously found by sequencing, giving 100% sensitivity and 90% specificity

  ffpe single high direct hrm

• 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

• Mutational analysis of oncogenic AKT E17K mutation in common solid cancers and acute leukaemias.

  PMID 18392055 · PMC2391109 · British journal of cancer · 2008 · 7 claims · 8 setups

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  AKT1 E17K mutation occurs in breast cancers at a low frequency (4/93, 4.3%)

  breast colorectal gastric hepatocellular pcr-sscp capillary