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).

• Immunoregulatory Roles of Tumor-Originated Pericytes Identified by Single-Cell Analysis in Glioblastoma.

  PMID 41001759 · PMC12713092 · Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2025 · 8 claims · 8 setups

  Has reproduction

  CD146 (MCAM) is a superior surface marker for sorting GBM pericytes, labeling nearly all PDGFRβ+ pericytes with strong specificity, unlike NG2 which labels fewer vessel-associated pericytes.

  facs-sorted frozen dissociated scrna-seq scrna-seq immunofluorescence fluorescence-activated

• Interaction between SNAI2 and MYOD enhances oncogenesis and suppresses differentiation in Fusion Negative Rhabdomyosarcoma.

  PMID 33420019 · PMC7794422 · Nature communications · 2021 · 8 claims · 8 setups

  Has reproduction · 50

  SNAI2 is highly expressed in FN-RMS tumors and cell lines compared to normal tissue

  rms fn-rms fp-rms imr90 rna-seq western immunohistochemistry

• The oncogene AAMDC links PI3K-AKT-mTOR signaling with metabolic reprograming in estrogen receptor-positive breast cancer.

  PMID 33772001 · PMC7998036 · Nature communications · 2021 · 8 claims · 8 setups

  Has reproduction · 85

  AAMDC is an amplified/overexpressed oncogene in a subgroup of ER-positive breast cancers (IntClust2) associated with poor prognosis

  breast luminal sum52pe t-47d immunohistochemistry fluorescence qrt-pcr

• RSK1 is an exploitable dependency in myeloproliferative neoplasms and secondary acute myeloid leukemia.

  PMID 39820365 · PMC11739599 · Nature communications · 2025 · 8 claims · 8 setups

  Has reproduction · 73

  RSK1 is a conserved, exploitable therapeutic dependency across MPN and secondary AML

  sorted mpn cd34+ aml bulk targeted mass

• 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

• Tyrosine phosphorylation inhibits PKM2 to promote the Warburg effect and tumor growth.

  PMID 19920251 · PMC2812789 · Science signaling · 2009 · 7 claims · 8 setups

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  Oncogenic FGFR1 directly phosphorylates PKM2 at tyrosine 105 (Y105), inhibiting its enzymatic activity

  293t kg-1a recombinant h1299 ms-based co-transfection enzymatic

• Utilization of genomic signatures to identify phenotype-specific drugs.

  PMID 19714244 · PMC2729377 · PloS one · 2009 · 8 claims · 8 setups

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  A RAS pathway gene expression signature applied to NCI-60 cells identifies compounds selectively active against RAS-activated cells, including the MEK inhibitor Hypothemycin

  nci-60 breast mda-mb-231 signature-drug gene signature

• Identification of novel gene amplifications in breast cancer and coexistence of gene amplification with an activating mutation of PIK3CA.

  PMID 19706770 · PMC2745517 · Cancer research · 2009 · 8 claims · 8 setups

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  Genome-wide DNA copy number analysis of 161 primary breast tumors identified six novel focally amplified genes: POLD3, IRAK4, IRX2, TBL1XR1, ASPH, and BRD4

  breast mcf10a mcf10ca1h snp quantitative rt-qpcr

• Solute exchange through gap junctions lessens the adverse effects of inactivating mutations in metabolite-handling genes.

  PMID 36107487 · PMC9534548 · eLife · 2022 · 8 claims · 8 setups

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  Colorectal cancer (CRC) cells are coupled by gap junctions assembled predominantly from Cx26 (GJB2)

  colorectal normal crc microarray tcga single-cell

• BCR::ABL1-Induced Enhancer Reprogramming Uncovers Hypersensitivity of Ph+B-ALL Cells to Enhancer-Targeting Drugs.

  PMID 41764406 · PMC13137836 · Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026 · 7 claims · 8 setups

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  BCR::ABL1-induced malignant transformation and transcriptional reprogramming of B-cell precursors is accompanied by genome-wide enhancer (non-promoter H3K27ac) activation

  b-cell ph+b-all tom-1 lines rna-seq promoter-capture western

• VHL synthetic lethality screens uncover CBF-β as a negative regulator of STING.

  PMID 41820368 · PMC13121600 · Nature communications · 2026 · 8 claims · 8 setups

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  CBFB (CBF-β) is a synthetic lethal interactor of VHL in ccRCC cell lines

  786o ccrcc tcga genome-wide competitive immunoblot

• Out-of-frame CBX3::ALK fusion drives ALK activation and therapy response.

  PMID 41887222 · PMC13130619 · Cell reports. Medicine · 2026 · 8 claims · 8 setups

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  A CBX3::ALK out-of-frame fusion was identified in a patient with metastatic melanoma

  metastatic cutaneous tumor hek293t targeted immunohistochemistry fluorescence

• Critical evaluation of drug response prediction models with DrEval.

  PMID 42120410 · PMC13168506 · Nature communications · 2026 · 8 claims · 6 setups

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  DrEval is a living open-source benchmarking pipeline for unbiased, biologically meaningful evaluation of cancer drug response prediction models, integrating standardized preprocessing, hyperparameter tuning, statistically rigorous evaluation, cross-study benchmarks, and ablation studies.

  ctrpv2 ccle beataml2 pdx_bruna viability drug pdx

• Deep-Learning Tool ScVital Enables Species-Agnostic Integration of Cancer Cell States.

  PMID 41223329 · PMC13053053 · Cancer research · 2026 · 7 claims · 7 setups

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  scVital is a variational autoencoder with an adversarially trained discriminator that embeds scRNA-seq data from different species into a species-agnostic latent space to overcome batch effect.

  pbmc normal pancreatic lung scrna-seq

• Single-Cell Lineage Tracing Uncovers Resistance Signatures and Sensitizing Strategies to FLT3 Inhibitors in Acute Myeloid Leukemia.

  PMID 41270153 · PMC7618455 · Cancer research · 2026 · 8 claims · 8 setups

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  ReSisTrace single-cell lineage tracing identifies pre-resistant and pre-sensitive cell states to FLT3 inhibitors midostaurin and quizartinib in FLT3-ITD-positive MOLM-13 AML cells before treatment

  molm-13 aml-pdx1 single-cell lineage gene

• Single-cell resolution of an open chromatin signature in persister tumor cells.

  PMID 41485222 · PMC12978573 · Cell reports · 2026 · 8 claims · 8 setups

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  Single-nucleus multi-omic (snRNA-seq + snATAC-seq) profiling of fallopian tube, treatment-naive, and NACT-treated HGSOC tissue identifies a persister cell signature (PCS) defining the chemotherapy-tolerant state.

  non-malignant same epithelial tumor single-nucleus mitochondrial copy-number

• De novo H3.3K27M-altered diffuse midline glioma in human brainstem organoids to dissect GD2 CAR T cell function.

  PMID 41492091 · PMC12948678 · Nature cancer · 2026 · 8 claims · 8 setups

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  FGF4 supplementation during organoid patterning specifically induces pontine/rostral hindbrain brainstem identity

  hes brainstem day developing bulk immunofluorescence scrna-seq

• Leveraging the germ layer development patterns to predict prognosis and identify MEST as a novel therapeutic target in glioma.

  PMID 41501725 · PMC12870398 · Cancer cell international · 2026 · 7 claims · 8 setups

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  MEST is a key oncogenic GLD-related gene and a novel therapeutic target in glioma, identified via a machine learning feature selection framework

  bulk single-cell tcga glioma gsva aucell machine

• Systematic annotation of orphan RNAs reveals blood-accessible molecular barcodes of cancer identity and cancer-emergent oncogenic drivers.

  PMID 41579861 · PMC12923976 · Cell reports. Medicine · 2026 · 8 claims · 8 setups

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  oncRNA binary presence-absence patterns constitute digital molecular barcodes that capture cancer type and subtype identity

  tcga exrna cptac mda-mb-231 small machine atac-seq

• Activating GCN2 and subsequently the Unfolded Protein Response with the small oral molecule NXP800 delays tumor growth in osteosarcoma.

  PMID 41644942 · PMC12895007 · Cell death discovery · 2026 · 7 claims · 13 setups

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  NXP800 decreases viability of osteosarcoma cell lines by blocking proliferation and inducing apoptosis

  mnng gcn2-gst nmri crystal clonogenic cycle