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).

• Charting spatial ligand-target activity using Renoir.

  PMID 42086556 · PMC13144314 · Nature communications · 2026 · 8 claims · 8 setups

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  Renoir computes a neighborhood activity score for curated ligand-target pairs at each spatial spot/cell by integrating cell type abundance, cell type-specific mRNA abundance, receptor expression, gene entropy, and mutual information between ligand and target genes.

  intestine triple-negative dorsolateral dlpfc semi-synthetic spatial single-cell

• Topologically inferring pathway activity toward precise cancer classification via integrating genomic and metabolomic data: prostate cancer as a case.

  PMID 26286638 · PMC4541321 · Scientific reports · 2015 · 6 claims · 6 setups

  Has reproduction · 76

  DRW-GM evaluates gene topological importance by directed random walk on a global gene–metabolite pathway graph integrating gene expression and metabolomic profiles to infer pathway activities

  prostate matched gse8511 gene metabolomic pathway

• Dissecting origin factors of lymph node metastasis in non-small cell lung cancer via multimodal omics.

  PMID 41975179 · PMC13250061 · Nature communications · 2026 · 8 claims · 8 setups

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  Epithelial cells in mLNs and matched mLN+ primary tumors (mLN+PTs) show enhanced cancer stemness (higher CytoTRACE scores) compared to mLN-negative and normal samples.

  patient-matched mln epithelial tcga-luad scrna-seq spatial cytotrace

• Sequence context affects the rate of short insertions and deletions in flies and primates.

  PMID 18291026 · PMC2374710 · Genome biology · 2008 · 8 claims · 6 setups

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  The rate of insertion or deletion of specific lengths can vary by more than 100-fold depending on the surrounding sequence context

  chimpanzee simulans chimp primate comparative direct nucleotide

• TE-SCALE: a comprehensive database for exploring transposable element expression across human cancers at single-cell resolution.

  PMID 41296555 · PMC12807651 · Nucleic acids research · 2026 · 8 claims · 8 setups

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  TE-SCALE is a comprehensive single-cell database integrating TE expression across 20 human cancer types and 12 tissue origins

  tumor quality-controlled scrna-seq metacells scrna-seq subfamily automated

• Multi-omics feature engineering driven by biomedical foundation models improves drug response prediction for inflammatory bowel disease patients.

  PMID 41844950 · PMC13129071 · Scientific reports · 2026 · 8 claims · 7 setups

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  FM (MAMMAL)-derived drug-target binding affinity (BA) inference can be used to rank/select biologically relevant protein targets and their associated genes/SNPs for a drug of interest without knowledge of protein structure or active sites

  reference top surgical snp-mutated inference gene genomic

• To Explore the Key Subgroup and Their Immune Microenvironment During the Formation of Coronary Plaque With scRNA-seq.

  PMID 40454289 · PMC12126265 · Cardiology research and practice · 2025 · 6 claims · 8 setups

  Has reproduction · 33

  C1 RACK1+ NK cells are a crucial subgroup for understanding coronary plaque formation, exhibiting the highest cell stemness/differentiation potential and positioned at the start of the pseudotime trajectory

  coronary scrna-seq five type single-cell doublet copy

• IMIREG: a lineage-resolved regulon signature unveiling immune engagement archetypes and predicting immunotherapy response across diverse cancers.

  PMID 42092126 · PMC13234301 · NPJ precision oncology · 2026 · 8 claims · 8 setups

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  IMIREG, a 14-regulon transcriptional signature, robustly predicts clinical benefit from ICB across 50 immunotherapy cohorts (52 treatment arms) spanning 16 cancer types with mean AUROC = 0.71

  imvigor210 matched gtex healthy bulk scrna-seq pathway

• Subarachnoid hemorrhage: tests of association with apolipoprotein E and elastin genes.

  PMID 17672902 · PMC1950089 · BMC medical genetics · 2007 · 8 claims · 6 setups

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  The major APOE haplotype (Hap1) is significantly associated with SAH

  caucasian same genomic snp rflp genome

• A spatially resolved human glioblastoma atlas reveals distinct cellular and molecular patterns of anatomical niches.

  PMID 41714633 · PMC13031279 · Nature communications · 2026 · 8 claims · 6 setups

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  GBM exhibits distinct cellular and molecular patterns organized by anatomical niche, with malignant, vascular, and immune compartments showing region-specific spatial associations

  gbm glioma single-cell scrna-seq cite-seq spatial

• Single-cell protein activity analysis reveals aberrant myogenesis and IGF2-PI3K pathway dependencies in MYOD1-mutant rhabdomyosarcoma.

  PMID 41758938 · PMC12947870 · Science advances · 2026 · 8 claims · 8 setups

  Has reproduction · 84

  MYOD1 L122R-mutant SRMS tumors contain three coexisting, conserved cell states (progenitor, transition, differentiated) reflecting aberrant myogenic differentiation

  patient-derived tumor single paired single-nucleus infercnv aracne-ap

• A Single-Cell Atlas of Pan-Cancer Liver Metastasis Reveals Dynamic Cellular Programs Driving Metastatic Progression and Immune Modulation.

  PMID 41884334 · PMC13010057 · Research (Washington, D.C.) · 2026 · 8 claims · 4 setups

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  A pan-cancer single-cell transcriptomic atlas of liver metastasis was constructed from 100 scRNA-seq samples (75 individuals, 16 studies), profiling 460,337 cells into 121 distinct cellular subtypes.

  epithelial liver-related scrna-seq copy cellular

• A pan-cancer single-cell transcriptomic atlas of human bone metastases.

  PMID 41619722 · PMC12923970 · Cell reports. Medicine · 2026 · 8 claims · 8 setups

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  Constructed a pan-cancer single-cell transcriptomic atlas of 62 human bone metastases (predominantly spinal) across 13 primary cancer types, with paired primary tumor and normal bone marrow samples.

  bone paired plasmacytoma malignant scrna-seq ihc infercnv

• 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

• A disease model resource reveals core principles of tissue-specific cancer evolution.

  PMID 41741657 · PMC13149333 · Nature · 2026 · 8 claims · 8 setups

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  The Mouse Cancer Cell line Atlas (MCCA) is a broad-utility resource of 590 comprehensively characterized mouse cancer cell line models spanning 22 lineages and 46 disease types, accessible via a web portal (www.mcca.tum.de)

  mcca tumour immunocompetent paca whole-genome microscopy-based histopathology