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).

• PI3K inhibitors protect against glucocorticoid-induced skin atrophy.

  PMID 30737086 · PMC6441871 · EBioMedicine · 2019 · 8 claims · 8 setups

  Has reproduction · 76

  Drug repurposing screen of the LINCS transcriptional signature database identified PI3K/mTOR/Akt inhibitors as the most prominent pharmacological class capable of repressing REDD1/FKBP51 expression.

  keratinocytes hacat skin ear computational rt-pcr western

• Epimutations driven by RNAi or heterochromatin evoke transient antimicrobial drug resistance in pathogenic Mucor fungi.

  PMID 41628159 · PMC12863538 · PLoS biology · 2026 · 8 claims · 8 setups

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  In M. bainieri, most (90%) FK506-resistant isolates are unstable/transient and revert to drug sensitivity without any detectable DNA mutation

  mucor fk506-resistant bainieri drug sanger serial

• Midostaurin response in AML is shaped by a progenitor-like cell state selectively targeted by SMAC mimetics.

  PMID 41813823 · PMC12996285 · NPJ precision oncology · 2026 · 8 claims · 8 setups

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  A progenitor-like CD38+CD45RA+ leukemic cell population is associated with midostaurin resistance

  bm-mncs flt3mut drug ms-based rna-sequencing

• Toxicogenomics: an emerging discipline.

  PMID 12460812 · PMC1241126 · Environmental health perspectives · 2002 · 8 claims · 6 setups

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  Toxicogenomics applies genomic tools (microarrays, proteomics, metabolomics) to characterize how cells and organisms respond to chemical/drug exposures.

  drug stated acetaminophen tissues microarray gene genomic

• The use of neuroproteomics in drug abuse research.

  PMID 19926406 · PMC3947580 · Drug and alcohol dependence · 2010 · 8 claims · 8 setups

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  Neuroproteomic technologies (2D-DIGE, iTRAQ, ICAT, etc.) enable identification of protein-level changes underlying effects of drugs of abuse such as amphetamine, morphine, cocaine, and alcohol.

  rodent brain postmortem sectioned 2d-dige itraq heat

• Rapid detection, cloning and molecular cytogenetic characterisation of sequences from an MRP-encoding amplicon by chromosome microdissection.

  PMID 8018546 · PMC2033297 · British journal of cancer · 1994 · 7 claims · 6 setups

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  Chromosome microdissection can be used to rapidly detect, clone and cytogenetically characterise amplified sequences from hsrs/dmins in drug-resistant cells

  ht1080 normal h69ar hsr micro-fish chromosome southern

• Genomics: applications in mechanism elucidation.

  PMID 19166886 · PMC2698023 · Advanced drug delivery reviews · 2009 · 8 claims · 8 setups

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  Genomic tools require no a priori knowledge of a compound's mode of action and can reveal biological pathways (metabolism, distribution, off-target effects) in addition to the precise mechanism of action.

  extract panel saccharomyces inbred affinity cytotoxicity genome-wide

• 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

• scXDR: drug response prediction across single-cell datasets via heterogeneous network transfer learning.

  PMID 41507436 · PMC12859067 · Communications biology · 2026 · 7 claims · 7 setups

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  scXDR outperforms seven methods that transfer drug response information from bulk RNA-seq to single-cell data, across all four evaluated scenarios

  single-cell scrna-seq scxdr gse117872 heterogeneous benchmarking type

• Decoding drug-responsive cell subpopulations in triple-negative breast cancer using single-cell multiomics.

  PMID 42088352 · PMC13138057 · iScience · 2026 · 8 claims · 8 setups

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  A multimodal framework bridging bulk and single-cell transcriptomics data identifies drug-responsive cell subpopulations in TNBC

  tnbc tcga mdamb453 hcc1937 bulk scrna-seq crispr

• Modeling substance abuse for applications in proteomics.

  PMID 20058165 · PMC3272758 · Methods in molecular biology (Clifton, N.J.) · 2009 · 8 claims · 5 setups

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  The intravenous self-administration paradigm models the reinforcing effects of abused drugs and allows biochemical alterations to be correlated with drug reinforcement.

  jugular non-human monkey spots intravenous infrared fractionation

• Molecular Biomarker of Drug Resistance Developed From Patient-Derived Organoids Predicts Survival of Colorectal Cancer Patients.

  PMID 35425715 · PMC9004628 · Frontiers in oncology · 2022 · 8 claims · 7 setups

  Has reproduction · 53

  Patient-derived colorectal cancer organoids (CRCOs) can be established from surgical CRC tissue with an 82% success rate (41/50)

  crc colorectal crcos crco organoid drug bulk

• Enhancing chemotherapy response prediction via matched colorectal tumor-organoid gene expression analysis and network-based biomarker selection.

  PMID 39754813 · PMC11754497 · Translational oncology · 2025 · 6 claims · 8 setups

  Has reproduction · 78

  A consensus WGCNA approach combining matched tumor-organoid and independent organoid drug-response expression data identifies gene modules and hub genes predictive of 5-FU chemotherapy response

  colorectal matched combined expression microarray rna-seq consensus

• 5-HT reuptake blockade induces pyroptosis in BRAF(V600E)-mutated melanomas via remodeling histone serotonylation.

  PMID 41494533 · PMC12866116 · Cell reports. Medicine · 2026 · 8 claims · 8 setups

  Has reproduction · 40

  High-throughput screening of 90 FDA-approved antidepressants identifies PH as an alternative therapeutic for BRAF V600E-mutated melanoma

  braf a375 gfp-tph1-overexpressing yumm1.7 high-throughput ic50 xenograft

• 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

• Understanding the mechanisms of drug-associated interstitial lung disease.

  PMID 15340376 · PMC2750813 · British journal of cancer · 2004 · 8 claims · 7 setups

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  Apoptosis of alveolar/bronchial epithelial cells via Fas-FasL and mitochondrial (cytochrome c/caspase-9) pathways is a key mechanism underlying drug-, chemotherapy-, and radiation-associated lung injury and fibrosis

  bronchial lung swiss mice immunohistochemistry toxicology pulmonary

• Improved tagging strategy for protein identification in mammalian cells.

  PMID 16138932 · PMC1250225 · BMC genomics · 2005 · 7 claims · 7 setups

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  EGFP tagging via the artificial exon did not affect the subcellular localization of the tagged endogenous proteins

  osteosarcoma hos 293t lentiviral flow confocal

• Expression profiling of drug response--from genes to pathways.

  PMID 17117610 · PMC3181826 · Dialogues in clinical neuroscience · 2006 · 8 claims · 8 setups

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  Understanding individual response to a drug (efficacy/tolerability) is the major bottleneck in current drug development and clinical trials.

  blastocyst skin specified cortex pathway two-color microarray

• The HIV positive selection mutation database.

  PMID 17108357 · PMC1669717 · Nucleic acids research · 2007 · 8 claims · 5 setups

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  The database provides codon-level Ka/Ks selection pressure maps for HIV protease and the first 381 codons of RT, built from a novel ~50,000-sample clinical dataset.

  hiv-1 stanford codon-specific selection conditional

• targetTB: a target identification pipeline for Mycobacterium tuberculosis through an interactome, reactome and genome-scale structural analysis.

  PMID 19099550 · PMC2651862 · BMC systems biology · 2008 · 8 claims · 8 setups

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  A comprehensive in silico target identification pipeline (targetTB) integrating interactome, reactome, essentiality, sequence and structural analyses can identify high-confidence drug targets for Mtb

  tuberculosis mtb protein-protein flux transposon