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).

• Next-generation sequencing.

  PMID 20030863 · PMC2797692 · Breast cancer research : BCR · 2009 · 8 claims · 7 setups

  Full-text index only

  Massively parallel sequencing can simultaneously capture base-pair mutations, copy number aberrations and somatic rearrangements of a cancer genome in a single experiment

  individuals metastatic acute oestrogen whole-exome whole-genome large-scale

• Fast, accurate, and racially unbiased pan-cancer tumor-only variant calling with tabular machine learning.

  PMID 36611079 · PMC9825621 · NPJ precision oncology · 2023 · 7 claims · 8 setups

  Has reproduction

  Tabular ML classifiers (TabNet, XGBoost, LightGBM) trained on tumor-only-derived features achieve state-of-the-art somatic vs germline classification, with AUC>94% on TCGA holdout and AUC>85% on metastatic melanoma.

  tcga metastatic tumor-only whole-exome wes copy-number