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).

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

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

  Has reproduction

  Tree-based (XGBoost, LightGBM) and deep-learning (TabNet) tabular ML classifiers achieve state-of-the-art somatic vs germline classification in tumor-only WES samples, outperforming PureCN.

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

• A differential single-cell transcriptome atlas of left-sided and right-sided colorectal cancer.

  PMID 41844817 · PMC13111741 · Discover oncology · 2026 · 8 claims · 8 setups

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  MTRNR2L8 is markedly upregulated in RCRC tumor cells and is associated with poorer patient survival

  crc epithelial rcrc tcga-read scrna-seq copy gene

• DupyliCate: mining, classifying, and characterizing gene duplications.

  PMID 42209743 · PMC13219399 · Scientific reports · 2026 · 8 claims · 8 setups

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  DupyliCate is a Python tool for identifying and classifying gene duplication arrays, using BUSCO-based species-specific thresholds and offering integrated expression divergence and Ka/Ks analysis.

  arabidopsis thaliana brassicales phytozome sequence duplication runtime

• Highlights of international conference of immunogenomics and immunomics, October 8-12, 2006 Budapest, Hungary.

  PMID 17470366 · PMC7130317 · Cellular immunology · 2006 · 8 claims · 8 setups

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  An 'immunological constant of rejection' involving interferon-stimulated genes (ISGs) and innate immune effector functions (IEF) underlies diverse immune-mediated tissue destruction processes (allograft rejection, cancer rejection, autoimmunity, infection)

  hla-b44 plasma macrophages complement proteomics shotgun cap

• Synthetic super-enhancers enable precision viral immunotherapy.

  PMID 41951744 · PMC13149004 · Nature · 2026 · 8 claims · 8 setups

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  Synthetic super-enhancers (SSEs) assembled from validated 160 bp SOX2/SOX9-bound enhancer fragments achieve strong and highly selective transcriptional activity in glioblastoma stem cells (GSCs)

  gsc7 patient-derived seven id2904 luciferase flow chip-seq