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).

• Novel MEK1 mutation identified by mutational analysis of epidermal growth factor receptor signaling pathway genes in lung adenocarcinoma.

  PMID 18632602 · PMC2586155 · Cancer research · 2008 · 8 claims · 7 setups

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  A novel somatic MEK1 K57N mutation was identified in 2 of 207 primary lung adenocarcinomas

  nsclc 293t il-3-independent mutational site-directed cytokine-independence

• Enabling Single-Cell Drug Response Annotations from Bulk RNA-Seq Using SCAD.

  PMID 36762572 · PMC10104628 · Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2023 · 7 claims · 7 setups

  Has reproduction · 81

  SCAD, a transfer learning framework integrating adversarial discriminative domain adaptation (ADDA), can infer single-cell drug sensitivities by transferring knowledge from bulk RNA-seq pharmacogenomic data (GDSC) to scRNA-seq target domains

  pan-cancer pc9 451lu a375 bulk scrna-seq computational

• Application of proteomics in the study of tumor metastasis.

  PMID 15862116 · PMC5172469 · Genomics, proteomics & bioinformatics · 2004 · 8 claims · 8 setups

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  Cell function is directly regulated through proteins, not genes or mRNA, so metastasis-related gene findings need protein-level validation via proteomics.

  young metastatic hepatocellular lines microarray 2de cdna

• Towards precise classification of cancers based on robust gene functional expression profiles.

  PMID 15774002 · PMC1274255 · BMC bioinformatics · 2005 · 6 claims · 7 setups

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  Functional expression profiles (FEPs) achieve comparable or better classification performance than conventional gene expression profiles (GEPs) across four public microarray datasets

  nci60 lymphoma fep go-annotated cdna recursive hypergeometric

• Oncogenic mutations in GNAQ occur early in uveal melanoma.

  PMID 18719078 · PMC2634606 · Investigative ophthalmology & visual science · 2008 · 8 claims · 7 setups

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  Activating GNAQ mutations at codon 209 occur in 33/67 (49%) of primary uveal melanomas, making it the most common known oncogenic mutation in UM

  uveal peripheral normal well-characterized pcr sequencing array-based

• A modular analysis framework for blood genomics studies: application to systemic lupus erythematosus.

  PMID 18631455 · PMC2727981 · Immunity · 2008 · 7 claims · 8 setups

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  Transcriptional modules constructed from coordinately expressed genes across 8 diseases form stable, biologically coherent functional units

  pbmc genes monocytes original microarray literature stimulation

• A comprehensive catalogue of somatic mutations from a human cancer genome.

  PMID 20016485 · PMC3145108 · Nature · 2010 · 8 claims · 7 setups

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  Whole-genome sequencing of COLO-829 melanoma cells and matched COLO-829BL normal cells produced the first comprehensive catalogue of somatic mutations from an individual cancer genome

  colo-829 additional whole-genome conventional pcr

• Enhancer Reprogramming Confers Dependence on Glycolysis and IGF Signaling in KMT2D Mutant Melanoma.

  PMID 33086062 · PMC7649750 · Cell reports · 2020 · 8 claims · 8 setups

  Has reproduction · 59

  KMT2D is a potent tumor suppressor in melanoma

  hmel-brafv600e tyr-creert2 tma kmt2d pooled xenograft genetically

• Machine learning developed an intratumor heterogeneity signature for predicting clinical outcome and immunotherapy benefit in bladder cancer.

  PMID 39100839 · PMC11291408 · Translational andrology and urology · 2024 · 8 claims · 8 setups

  Has reproduction · 40

  An integrative machine learning procedure (10 methods, 101 algorithm combinations) identified an Enet (alpha=0.2)-based intratumor heterogeneity-related signature (IRS) with the highest average C-index (0.69) across TCGA and GEO cohorts

  bladder skin bulk integrative immune

• Circulating mucosal-associated invariant T cells identify patients responding to anti-PD-1 therapy.

  PMID 33723257 · PMC7961017 · Nature communications · 2021 · 7 claims · 7 setups

  Has reproduction · 70

  Proportions of activated and proliferating CD8+ T cells (cluster C16/activated EM) are significantly higher in responders before and during therapy

  pbmc cd3+cd8+ pbmc-derived metastatic high-dimensional single-cell polychromatic

• Hierarchical cell-type identifier accurately distinguishes immune-cell subtypes enabling precise profiling of tissue microenvironment with single-cell RNA-sequencing.

  PMID 36681937 · PMC10025442 · Briefings in bioinformatics · 2023 · 8 claims · 8 setups

  Has reproduction · 94

  HiCAT is a hierarchical, marker-based cell-type identifier that uses gene set analysis (GSA) scoring with markers structured in a three-level taxonomy tree (major-type, minor-type, subset)

  pbmc cord melanoma lung scrna-seq computational

• Pan-cancer evaluation of regulated cell death to predict overall survival and immune checkpoint inhibitor response.

  PMID 38538696 · PMC10973470 · NPJ precision oncology · 2024 · 8 claims · 8 setups

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  RCD score, defined as the sum of ssGSEA scores of 18 RCD signatures, quantifies overall RCD signaling in a sample

  tcga gtex scrna-seq cancer bulk scrna-seq transcriptomic

• scATD: a high-throughput and interpretable framework for single-cell cancer drug resistance prediction and biomarker identification.

  PMID 40501071 · PMC12159290 · Briefings in bioinformatics · 2025 · 8 claims · 6 setups

  Has reproduction · 62

  scATD enables high-throughput single-cell drug sensitivity prediction for new patients without model parameter retraining via bidirectional Bi-AdaIN style transfer

  panglaodb cancer geo gse137829 single-cell bulk

• Stemming cancer: functional genomics of cancer stem cells in solid tumors.

  PMID 18561035 · PMC2758383 · Stem cell reviews · 2008 · 8 claims · 8 setups

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  Cancer stem cells are a minority tumor subpopulation that alone can maintain indefinite tumor growth, as shown by serial transplantation experiments

  solid fetal cd133+ breast facs neurosphere genome-wide