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).

• DNA methylation biomarkers-based pan-cancer classifier: predictive modeling for cancer classification.

  PMID 42152108 · PMC13185202 · Genome medicine · 2026 · 8 claims · 5 setups

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  Relatively simple ML models (logistic regression) outperform complex algorithms such as deep neural networks for methylation-based cancer classification

  validation cns healthy genes methylation copy-number gene-set

• Integrative CSF profiling identifies disease-specific immune responses in leptomeningeal disease.

  PMID 41794040 · PMC13006398 · Cell reports. Medicine · 2026 · 8 claims · 8 setups

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  CSF exhibits distinct, disease-specific immune landscapes across CNSL, BrMs, and GB-associated LMD

  csf peripheral brain cell-free single-cell deep spatial