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

• A cellular epigenetic classification system for glioblastoma.

  PMID 41499453 · PMC13128495 · Neuro-oncology · 2026 · 8 claims · 8 setups

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  ITHresolveGBM, a hierarchical two-step NMF method, deconvolutes bulk GBM DNA methylation profiles into three non-malignant (immune, glial, neuronal) and three malignant components

  gbm healthy pseudo-bulk tcga illumina single-cell deconvolution

• Single-Nucleus Multi-Omics Reveals Hypoxia-Driven Angiogenic Programs and Their Epigenetic Control in Sinonasal Squamous Cell Carcinoma.

  PMID 41498635 · PMC12948189 · Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026 · 8 claims · 8 setups

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  Five distinct malignant cell populations exist in SNSCC, with hypoxic (TC1) and proliferative (TC2) subtypes associated with adverse clinical outcomes.

  snscc bulk single-nucleus bulk single-nucleus methylation

• Comprehensive Analysis of Cell Population Dynamics and Related Core Genes During Vitiligo Development.

  PMID 33679890 · PMC7933673 · Frontiers in genetics · 2021 · 8 claims · 7 setups

  Has reproduction · 67

  Immune cell infiltration and abnormal gene expression are closely related to vitiligo pathogenesis

  skin peripheral vitiligo deg gene immune coexpression

• Single-cell analysis highlights the role of CD4(+) IFN-I-related T cells in Behcet's uveitis during Interferonα-2a therapy.

  PMID 42021381 · PMC13238117 · Biology direct · 2026 · 6 claims · 8 setups

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  CD4+ IFN-I-related T cells are significantly decreased in active BD patients and restored after IFNα-2a therapy

  pbmcs sorted skin scrna-seq scrna-seq bulk cell-cell