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).

• CRISPR-based functional genomics for dissecting therapeutic dependency in primary acute myeloid leukemia samples.

  PMID 41759529 · PMC13036604 · Molecular cell · 2026 · 8 claims · 8 setups

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  An optimized dual-lentiviral CRISPR-Cas9 knockout system with fluorescent markers, SFFV promoter, and improved sgRNA backbone (LRG2.1) achieves efficient, low-toxicity gene editing in AML PDX and primary patient samples

  aml pdx#2263 molm-13 pdx#062614 crispr pooled domain-focused

• Identification of Molecular Subtypes of Clear-Cell Renal Cell Carcinoma in Patient-Derived Xenografts Using Multi-Omics.

  PMID 40282537 · PMC12026142 · Cancers · 2025 · 8 claims · 7 setups

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  Each ccRCC PDX resembles one of the human molecular subtypes closely at both the transcript and protein levels.

  ccrcc differentially bulk lc-ms targeted

• The Molecular and Functional Landscape of Resistance to FOLFIRI Chemotherapy in Metastatic Colorectal Cancer.

  PMID 40981426 · PMC12877753 · Cancer discovery · 2026 · 8 claims · 7 setups

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  FOLFIRI-resistant PDX tumors show transcriptional upregulation of innate immunity and mitochondrial metabolism genes and reduced expression of DNA polymerase POLD1

  mcrc pdx patients patient-derived drug whole-exome bulk

• Therapeutic synergies that overcome carboplatin resistance in triple-negative breast cancer.

  PMID 41630032 · PMC13037280 · Journal of experimental & clinical cancer research : CR · 2026 · 8 claims · 8 setups

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  Four isogenic carboplatin-resistant (CR) PDX pairs (WHIM30, BCM-2147, BCM-3887, BCM-7482) were generated via serial in vivo carboplatin exposure to model acquired resistance in TNBC

  isogenic pdx ffpe carboplatin-resistant bulk single-cell nuclear

• Dasatinib resensitizes BRAF/MEK inhibitor efficacy in patient-derived xenografts from patients with progression on BRAF/MEK inhibitor treatment.

  PMID 41704766 · PMC12907876 · iScience · 2026 · 8 claims · 6 setups

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  Genomic mutation and copy-number status show weak correlation with total/phospho-protein expression and pathway activation in melanoma PDX and TCGA samples

  pdx discovery cutaneous nsg reverse-phase targeted rppa

• 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

• SMARCA4/2 loss reduces BCL-xL expression and confers a druggable MCL1 dependency in cancer.

  PMID 41807550 · PMC13249849 · NPJ precision oncology · 2026 · 8 claims · 8 setups

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  MCL1 inhibition is synthetic lethal with SMARCA4/2 loss in SCCOHT and NSCLC cells

  nsclc lung smarca4 bin-67 genome-wide drug colony

• Epigenome screening highlights that JMJD6 confers an epigenetic vulnerability and mediates sunitinib sensitivity in renal cell carcinoma.

  PMID 33634984 · PMC7882098 · Clinical and translational medicine · 2021 · 8 claims · 8 setups

  Has reproduction · 85

  JMJD6 is identified as a potent epigenetic vulnerability/fitness gene in RCC by integrating GeCK CRISPR screening data with TCGA-KIRC epigenetic regulator survival analysis

  pan-cancer tcga-kirc rcc balb crispr rna-seq mtt

• Epigenetic and Transcriptional Programs Define Osteosarcoma Subtypes and Establish Targetable Vulnerabilities.

  PMID 41037662 · PMC12877751 · Cancer discovery · 2026 · 8 claims · 7 setups

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  ATAC-seq profiling of osteosarcoma patient samples, PDXs, and PDX-CLs reveals two distinct chromatin accessibility subtypes: early osteoblast-derived (EOD) and late osteoblast-derived (LOD)

  n=8 pdx-derived pdx osteosarcoma atac-seq bulk h3k27ac

• Estrogen Production in Pancreatic Cancer Shapes a Tumor-Suppressive Stromal Microenvironment.

  PMID 41258799 · PMC12862343 · Cancer research · 2026 · 8 claims · 6 setups

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  Serum levels of stromal biomarkers associated with favorable outcomes were significantly higher in female patients with PDAC than in male patients

  pdac pdx magnetic bioinformatic single-nucleus

• 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

• MECOM Function Is Critical for AR-Driven Treatment-Resistant Prostate Cancer.

  PMID 41529070 · PMC13136877 · Cancer research · 2026 · 7 claims · 8 setups

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  EVI1, encoded by MECOM, is an AR-recruited coactivator of noncanonical AR signaling in prostate cancer.

  lrex lucap167 prostate live-cell spheroid patient-derived

• 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

• 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

• 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

• 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

• Multimodal profiling of pancreatic cancer reveals a TIMP-1-dominated secretory profile determining pro-tumor immunoinstruction in human cancers.

  PMID 41564862 · PMC12866174 · Cell reports. Medicine · 2026 · 8 claims · 8 setups

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  A 19-factor cancer-immunoinstructive secretory signature (CISS) is present across multiple human cancers and correlates with pro-tumorigenic tumor microenvironments and poor patient survival.

  pancreatic kpc pdac tcga-paad rna-seq bulk proteomics

• 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 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

• The GENEVA platform models tumor mosaicism to reveal variations of responses to KRAS inhibitors and identify improved drug combinations.

  PMID 41735640 · PMC13035475 · Nature cancer · 2026 · 8 claims · 8 setups

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  GENEVA is a scalable single-cell-resolution platform for measuring drug responses across genetically diverse pooled 2D/3D cultures and xenograft models

  pooled pool nsg mosaic scrna-seq crispri mitotracker