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).

• Phased differentiation of γδ T and T CD8 tumor-infiltrating lymphocytes revealed by single-cell transcriptomics of human cancers.

  PMID 34721945 · PMC8555559 · Oncoimmunology · 2021 · 8 claims · 6 setups

  Has reproduction · 44

  In tumors, infiltrating γδ T cells (predominantly TCRVγnon9) are quantitatively correlated with and aligned to CD8 T cells for differentiation, exhaustion, gene expression, and response to immune checkpoint therapy.

  splenic healthy tumor syngeneic single-cell scrnaseq citeseq

• Activity of distinct growth factor receptor network components in breast tumors uncovers two biologically relevant subtypes.

  PMID 28446242 · PMC5406893 · Genome medicine · 2017 · 7 claims · 6 setups

  Has reproduction · 92

  Breast tumors exhibit two discrete GFRN activity phenotypes: a 'survival phenotype' with concordant HER2/IGF1R/AKT activation and a 'growth phenotype' with concordant EGFR/KRAS(G12V)/RAF1/BAD activation, which are typically mutually exclusive.

  mammary tcga hmecs breast rna-sequencing pathway western

• High DNA methylation age deceleration defines an aggressive phenotype with immunoexclusion environments in endometrial carcinoma.

  PMID 37388735 · PMC10303802 · Frontiers in immunology · 2023 · 8 claims · 8 setups

  Has reproduction · 76

  Almost 90% of TCGA EC tumors exhibit DNA methylation age deceleration (DNAmad) relative to patient chronological age as assessed by the Horvath clock

  tumors metastatic methylation bulk kegg

• Identification of HNPCC by molecular analysis of colorectal and endometrial tumors.

  PMID 15528786 · PMC3839268 · Disease markers · 2004 · 8 claims · 5 setups

  Full-text index only

  The Bethesda criteria, with a few modifications, are appropriate to identify families eligible for MMR mutation genetic testing

  colorectal endometrial microsatellite immunohistochemistry germline

• Frameshift mutations in coding repeats of protein tyrosine phosphatase genes in colorectal tumors with microsatellite instability.

  PMID 19000305 · PMC2586028 · BMC cancer · 2008 · 7 claims · 6 setups

  Full-text index only

  16 PTP candidate genes containing coding mononucleotide repeats (cMNR) of at least 7 units were identified via bioinformatic analysis and screened in MSI-H cell lines, cancers, and adenomas

  msi-h genome colorectal fragment bioinformatic sequencing

• A sequence-based survey of the complex structural organization of tumor genomes.

  PMID 18364049 · PMC2397511 · Genome biology · 2008 · 8 claims · 6 setups

  Full-text index only

  End sequencing profiling (ESP) can identify all classes of genome rearrangements in tumor genomes by paired-end sequencing of BAC clones

  tumors breast bac bt474 bac low-coverage fluorescence

• Oncogene mutations, copy number gains and mutant allele specific imbalance (MASI) frequently occur together in tumor cells.

  PMID 19826477 · PMC2757721 · PloS one · 2009 · 8 claims · 8 setups

  Full-text index only

  Homozygous mutations of oncogenes are frequent (20%) across 833 cancer cell lines of 12 tumor types in the Sanger database

  tumors cancer tumor lung direct database quantitative

• Genomic and mutational profiling to assess clonal relationships between multiple non-small cell lung cancers.

  PMID 19671847 · PMC2892178 · Clinical cancer research : an official journal of the American Association for Cancer Research · 2009 · 8 claims · 5 setups

  Full-text index only

  Genomic profiling by aCGH can distinguish clonal tumors from independent primaries with high confidence by identifying matching versus non-matching regions of allelic gain/loss.

  fresh-frozen same banked resected array mutational pcr

• Computational modeling demonstrates that glioblastoma cells can survive spatial environmental challenges through exploratory adaptation.

  PMID 31836713 · PMC6911112 · Nature communications · 2019 · 8 claims · 6 setups

  Has reproduction · 100

  Stochastic exploration of the gene-regulatory network structure confers enhanced adaptive capacity, enabling GBM cells to converge to new target phenotypes in novel environments.

  gbm glioma gbm-focused glioma-related transcriptomic differential gene-regulatory

• PDGFRA defines the mesenchymal stem cell Kaposi's sarcoma progenitors by enabling KSHV oncogenesis in an angiogenic environment.

  PMID 31881074 · PMC6980685 · PLoS pathogens · 2019 · 8 claims · 8 setups

  Has reproduction · 85

  PDGFRA(+)/SCA-1(+) bone marrow-derived MSCs (Pα(+)S MSCs) are KS spindle-cell progenitors

  bone kshv-infected k-pα nude flow kshv immunofluorescence

• Identification of a novel 10 immune-related genes signature as a prognostic biomarker panel for gastric cancer.

  PMID 34382341 · PMC8446556 · Cancer medicine · 2021 · 7 claims · 6 setups

  Has reproduction

  A 10 immune-related gene signature (BMPR1B, GHR, IL11RA, INHBB, NPR3, OBP2A, PTN, R3HDML, TAC1, TPM2) was constructed via WGCNA combined with LASSO-Cox and predicts overall survival in gastric cancer

  gastric tcga-stad microarray rna-seq immune

• M6A-mediated molecular patterns and tumor microenvironment infiltration characterization in nasopharyngeal carcinoma.

  PMID 38532632 · PMC10978033 · Cancer biology & therapy · 2024 · 8 claims · 8 setups

  Has reproduction · 76

  NPC samples can be divided into two distinct m6A-related molecular subclasses based on prognostic m6A regulators

  npc reep2 bulk genome immune

• An individualized causal framework for learning intercellular communication networks that define microenvironments of individual tumors.

  PMID 36548438 · PMC9822106 · PLoS computational biology · 2022 · 8 claims · 7 setups

  Has reproduction · 67

  An individualized causal analysis framework can discover tumor-specific intercellular communication networks (ICNs) from transcriptomic data

  hnscc pooled cd45+ cd8+ single-cell nhdp celda

• Multiomic machine learning on lactylation for molecular typing and prognosis of lung adenocarcinoma.

  PMID 39856156 · PMC11760357 · Scientific reports · 2025 · 7 claims · 8 setups

  Has reproduction · 83

  Two lactylation cancer subtypes (CS1, CS2) can be identified in LUAD by multiomics ensemble clustering, with CS1 linked to better overall survival than CS2

  tcga gse31210 multiomics lncrna methylation

• iBRIDGE: A Data Integration Method to Identify Inflamed Tumors from Single-cell RNA-Seq Data and Differentiate Cell Type-Specific Markers of Immune-Cell Infiltration.

  PMID 37023414 · PMC10236149 · Cancer immunology research · 2023 · 8 claims · 8 setups

  Has reproduction · 94

  Malignant cells cluster by patient in scRNA-seq data while immune and stromal cells cluster by cell type, making malignant cells uniquely suited to carry patient-level inflamed/cold signal

  nsclc coad brca tcga scrna-seq bulk rna-seq

• Developing a thyroid cancer differentiation state classification system using deep residual networks and metabolic signature profiling.

  PMID 40993300 · PMC12460824 · NPJ digital medicine · 2025 · 8 claims · 7 setups

  Has reproduction

  A ResNet classifier built on a 10-gene metabolic signature distinguishes all thyroid cancer differentiation states with ~92.7% average accuracy.

  fuscc epithelial aggregated untargeted whole-exome bulk

• Intratumoral heterogeneity in microsatellite instability status at single-cell resolution.

  PMID 41767255 · PMC12936829 · iScience · 2026 · 8 claims · 8 setups

  Has reproduction · 100

  MSI status can be heterogeneous at the single-cell level within a tumor, challenging its use as a binary biomarker

  cancer aggregate single-cell homogeneously single-cell msi cancer

• Single-Cell Transcriptomic Landscape of Right-Sided Colon Cancer Reveals Cellular and Molecular Features of Metastatic Potential.

  PMID 41898210 · PMC13024220 · Biomedicines · 2026 · 8 claims · 8 setups

  Has reproduction · 71

  Liver metastatic potential in RCC is marked by stem-like tumor states, metabolic plasticity, and microenvironmental remodeling.

  right-sided single integrated malignant single-cell copy dimensionality

• Histone hyperacetylation disrupts core gene regulatory architecture in rhabdomyosarcoma.

  PMID 31784732 · PMC6886578 · Nature genetics · 2019 · 8 claims · 8 setups

  Has reproduction · 58

  SOX8 is a previously unrecognized core regulatory TF in FP-RMS, co-localizing with other CR TFs at SEs and essential for tumor cell growth

  rms rh4 h3k27ac pooled chip-seq

• Gene Dosage Analysis on the Single-Cell Transcriptomes Linking Cotranslational Protein Targeting to Metastatic Triple-Negative Breast Cancer.

  PMID 34577617 · PMC8472593 · Pharmaceuticals (Basel, Switzerland) · 2021 · 7 claims · 5 setups

  Has reproduction · 53

  A computational framework integrating independently measured CNV (DNA sequencing) and single-cell RNA-seq from the same patients identifies recurrent concordant copy number gain and gene upregulation (CNG-UP) events and functional modules at the single-cell level.

  metastatic top breast tnbc single-cell functional mutational