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).

• Single-cell omics data-driven decoding of tumor clonal evolution through reinforcement learning.

  PMID 41998716 · PMC13224513 · Genome medicine · 2026 · 8 claims · 3 setups

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  scRevol is an RL-based model that infers tumor clonal evolution from scRNA-seq-derived CNV profiles via a label assignment learning strategy.

  simulated lineage ovarian scrna-seq-derived

• Decoding clone evolution in HER2 amplified breast cancer through single-cell and spatial transcriptomics analysis of copy number variations.

  PMID 41840060 · PMC13125306 · Scientific reports · 2026 · 8 claims · 7 setups

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  IDC exhibits significantly higher CNV burden than DCIS, supporting progressive genomic instability during tumor evolution

  her2-positive epithelial malignant tcga-brca single-cell spatial infercnv

• Segmental copy number amplifications are more stable than aneuploidies in the absence of selection.

  PMID 41968576 · PMC13107562 · Molecular biology and evolution · 2026 · 8 claims · 6 setups

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  Segmental amplifications are stable in the absence of selection, whereas aneuploidies are rapidly lost and revert to single-copy genotype

  cerevisiae computational long-term pairwise content

• Single-nucleus RNA sequencing identifies a novel tenogenic heterologous differentiation in endometrial carcinosarcomas: implications for diagnosis and tumor classification.

  PMID 41537454 · PMC12805614 · The Journal of pathology · 2026 · 6 claims · 7 setups

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  snRNA-seq identifies a novel tenogenic heterologous differentiation program (SCX, MKX, TNMD) in an endometrial carcinosarcoma

  ffpe sections tumor cs4 single-nucleus immunohistochemistry fluorescence

• Integrating multi-omics data reveals the antitumor role and clinical benefits of gamma-delta T cells in triple-negative breast cancer.

  PMID 40197136 · PMC11974128 · BMC cancer · 2025 · 8 claims · 8 setups

  Has reproduction · 59

  High γδT cell infiltration is associated with favorable prognosis in TNBC but not in HR-positive or HER2-positive breast cancer

  tnbc tcga-brca metabric single-cell bulk immunohistochemistry

• Unveiling the NEFH+ malignant cell subtype: Insights from single-cell RNA sequencing in prostate cancer progression and tumor microenvironment interactions.

  PMID 39759507 · PMC11695424 · Frontiers in immunology · 2024 · 8 claims · 8 setups

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  A malignant cell subtype in PCa with high expression of NEFH was identified, located at the differentiation terminal, showing higher malignancy and association with advanced tumor lesions.

  pca malignant tcga mda single-cell infercnv pseudotime

• Cross-tissue atlas of mucosa-associated lymphoid tissue lymphomas reveals intratumoral heterogeneity and microenvironmental subtypes.

  PMID 42066772 · PMC13198276 · Cell reports. Medicine · 2026 · 8 claims · 8 setups

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  Integrative bulk, single-nucleus, and spatial RNA-seq analysis identifies three LME subtypes in MALT lymphoma: LME1 (mesenchymal), LME2 (inflammatory), and LME3 (depleted).

  malt ffpe snrna-seq-derived snrna-seq bulk single-nucleus spatial

• Advancing Prognosis Prediction and Immunotherapy Efficacy in Lung Adenocarcinoma Through Machine Learning: Novel Insights From Anoikis Regulator Patterns in Single-Cell Multiomics.

  PMID 41488744 · PMC12764181 · International journal of genomics · 2026 · 8 claims · 8 setups

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  Epithelial and endothelial cells show the highest anoikis-enriched scores among LUAD TME cell types, with AT2-like Epi being the most anoikis-related epithelial subpopulation.

  luad pan-cancer tumor scrna-seq spatial bulk