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).

• NELF prevents transcriptional readthrough into DNA replication zones in cancer cells.

  PMID 41721097 · PMC13076867 · EMBO reports · 2026 · 8 claims · 8 setups

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  NELFCD transcript and NELF subunit protein levels are significantly upregulated in colorectal tumors (COAD/READ) relative to normal tissue

  gtex nelf-c-aid spt4-aid parental rna-seq western growth

• CAF-enriched COL4A6 promotes gastric cancer progression and stromal remodeling despite an inverse association in bulk transcriptomes.

  PMID 41735371 · PMC13031391 · Scientific reports · 2026 · 7 claims · 7 setups

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  COL4A6 carries an inverse association (OR<1) in bulk transcriptome-based risk models despite being markedly upregulated and predominantly localized to the CAF compartment in clinical specimens

  tcga-stad gse66229 gse183904 paired bulk microarray scrna-seq

• Multi-omics analyses related to mitochondria and ageing in triple-negative breast cancer implicate PYCR1 potentiates tumor progression.

  PMID 41749247 · PMC13041056 · Cancer cell international · 2026 · 8 claims · 8 setups

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  A 4-gene mitochondrial ageing-related risk score (MARS) model (PYCR1, MAPT, CEBPA, BCL2A1) predicts TNBC prognosis

  tcga-brca gse58812 gse18728 metabric bulk single-cell immunohistochemistry

• Identification and validation of prognostic genes related to glycolysis and M2 macrophage in hepatocellular carcinoma: an integrated analysis of bulk RNA sequencing and single-cell RNA sequencing.

  PMID 41766871 · PMC12935947 · Frontiers in immunology · 2026 · 8 claims · 8 setups

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  52 candidate genes were identified at the intersection of glycolysis-related genes (GRGs), M2 macrophage-related genes (MRGs), and HCC-vs-control DEGs (DEGs2).

  tcga-lihc gse149614 key hcc bulk immune cox

• Clonal dynamics shaped by diverse drug-tolerant persister states in melanoma resistance.

  PMID 41776501 · PMC13162433 · Molecular cancer · 2026 · 8 claims · 6 setups

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  MeRLin, a single-vector high-complexity lineage tracing platform integrating cellular barcoding, scRNA-seq, RNA-FISH, and computational analysis, was developed to track clonal and transcriptional dynamics in a melanoma PDX model

  wm4237-1 nsg bulk scrna-seq clonal

• Confounding factors in assessing the enriched expression of somatic mutant alleles in bulk tumor samples.

  PMID 41781335 · PMC13138019 · Genome research · 2026 · 8 claims · 8 setups

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  Mutation-based ASE detection in bulk tumor samples can be confounded by gene expression differences between tumor and normal cells, producing apparent enrichment of the mutant allele in RNA without true ASE.

  tcga cutaneous serially whole-exome bulk novo

• NDUFA4L2 regulates the progression and chemotherapy sensitivity of HNSCC by inhibiting PANoptosis.

  PMID 41787028 · PMC13087130 · NPJ precision oncology · 2026 · 8 claims · 8 setups

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  Elevated NDUFA4L2 expression is associated with poor survival and chemotherapy resistance in HNSCC

  carcinoma hnscc cal27 oscc non-negative kaplan-meier western

• Identification of Poor Prognosis-Associated Fibroblast Subpopulation Signature Genes Utilizing the Scissor Algorithm to Classify Colorectal Cancer Subtypes and Evaluate the Immune Landscape.

  PMID 41787974 · PMC13180509 · Gut and liver · 2026 · 8 claims · 8 setups

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  Scissor+ fibroblast subpopulations significantly correlated with prognosis were identified in CRC using the Scissor algorithm integrating scRNA-seq, bulk RNA-seq, and clinical data

  tcga gse39582 gse166555 scrna-seq bulk single-cell cell-cell

• AGPAT3 reshapes tumor cell vulnerability to IFNγ-mediated ferroptosis and enhances immunotherapy efficacy through lipid remodeling.

  PMID 41807033 · PMC12983827 · Journal for immunotherapy of cancer · 2026 · 8 claims · 8 setups

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  A ferroptosis-driver gene signature (FD.sig) and machine learning model (FD.model) can predict ICI response

  pan-cancer tcga a375 machine single-cell bulk

• Development and validation of a gemcitabine sensitivity-related long noncoding RNA signature for predicting the prognosis and subtypes of bladder cancer.

  PMID 41809777 · PMC12968932 · Translational andrology and urology · 2026 · 8 claims · 8 setups

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  A 37-GSRlncRNA prognostic signature stratifies BLCA patients into low- and high-risk groups with significant differences in survival, pathway enrichment, immune infiltration, and mutational profiles

  tcga-blca blca paired wgcna differential machine

• CCL3+ Neutrophil Signature Predicts Response to Neoadjuvant Toripalimab plus Chemotherapy in Patients with Hypopharyngeal Squamous Cell Carcinoma: A Phase II Trial.

  PMID 41817286 · PMC13223550 · Clinical cancer research : an official journal of the American Association for Cancer Research · 2026 · 7 claims · 8 setups

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  A proinflammatory, CCL3-high neutrophil subset (Neu_CCL3) is significantly enriched in the pretreatment tumor microenvironment of patients who respond to nCIT.

  pretreatment microarray cohorts moc1 single-cell bulk immunohistochemistry

• Multimodal framework for the joint analysis of single-cell RNA and T cell receptor sequencing data predicts T cell response to cancer immunotherapy.

  PMID 41820396 · PMC13121706 · Nature communications · 2026 · 8 claims · 7 setups

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  TRIM, a conditional multi-modal variational autoencoder integrating paired scRNAseq and scTCRseq data, predicts T cell clonality and transcriptional states at unmeasured tissue sites/timepoints.

  hnscc colorectal pan-cancer tcr paired umap convolutional

• Protocol for quantifying interaction patterns among genomic alterations in cancer.

  PMID 41686643 · PMC12915222 · STAR protocols · 2026 · 6 claims · 5 setups

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  Background-aware permutation strategies that constrain permutation per gene and per sample enable robust, scalable inference of condition-specific (context-aware) genetic interactions across cancer cohorts

  msk-met somatic copy-number binary

• Detection of ras gene mutations in human lung cancer: comparison of two screening assays based on the polymerase chain reaction.

  PMID 1486847 · PMC1519635 · Environmental health perspectives · 1992 · 8 claims · 3 setups

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  Somatic K-ras mutations were found in one-third of lung carcinomas studied, but no N-ras mutations were detected.

  lung plasmid pcr-based denaturing

• PRLTS gene alterations in human prostate cancer.

  PMID 9197531 · PMC5921422 · Japanese journal of cancer research : Gann · 1997 · 5 claims · 3 setups

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  LOH at the PRLTS gene locus is a relatively common abnormality in prostate cancer

  tumor metastatic loh pcr-sscp sequencing

• Analysis of the p53 gene by PCR-SSCP in ten cases of Wilms' tumor.

  PMID 10772697 · PMC11166235 · Sao Paulo medical journal = Revista paulista de medicina · 2000 · 7 claims · 3 setups

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  Point mutations of the p53 gene (exons 5-9) were not detected in any of the 10 Wilms' tumor samples studied

  extracted pcr-amplified pcr pcr pcr-sscp automated

• PTEN / MMAC1 mutation and frequent loss of heterozygosity identified in chromosome 10q in a subset of hepatocellular carcinomas.

  PMID 10760687 · PMC5926370 · Japanese journal of cancer research : Gann · 2000 · 8 claims · 3 setups

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  A subset of HCC tumors show frequent allelic loss (LOH) on chromosome 10q, indicating putative tumor suppressor gene(s) on this arm.

  paired pcr loh sscp direct

• Correlation of mutation and immunohistochemistry of p53 in hepatocellular carcinomas in Korean people.

  PMID 12483005 · PMC3054961 · Journal of Korean medical science · 2002 · 6 claims · 3 setups

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  5% immunoreactive tumor cells is a reliable IHC threshold to detect p53 mutations in HCC

  hcc genomic pcr immunohistochemistry pcr-sscp sequencing

• Expression and mutational analysis of c-kit in ovarian surface epithelial tumors.

  PMID 16479070 · PMC2733984 · Journal of Korean medical science · 2006 · 8 claims · 3 setups

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  KIT protein expression by immunohistochemistry is more frequent in mucinous ovarian tumors (borderline and malignant) than in serous tumors

  ovarian genomic immunohistochemistry pcr-sscp

• A pilot study of proteomic profiles of human hepatocellular carcinoma in the United States.

  PMID 19535095 · PMC2859432 · The Journal of surgical research · 2009 · 8 claims · 3 setups

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  19 protein spots showed significant (>2-fold, P<0.01) abundance differences between HCC tumor and nonmalignant liver tissue

  liver tryptic solubilized gel maldi-tof quantification