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).

• 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

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

  PMID 40501071 · PMC12159290 · Briefings in bioinformatics · 2025 · 7 claims · 8 setups

  Has reproduction · 62

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

  geo panglaodb cancer bulk scrna-seq vae bulk

• 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

• PI3K inhibitors protect against glucocorticoid-induced skin atrophy.

  PMID 30737086 · PMC6441871 · EBioMedicine · 2019 · 7 claims · 8 setups

  Has reproduction · 76

  PI3K/mTOR/Akt inhibitors are a pharmacological class that represses glucocorticoid-induced REDD1 and FKBP51 expression, identified via LINCS drug-repurposing screen.

  transcriptome hacat c57bl transcriptional rt-pcr luciferase

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

  PMID 39754813 · PMC11754497 · Translational oncology · 2025 · 7 claims · 7 setups

  Has reproduction · 78

  An integrative consensus WGCNA analysis across matched tumor, matched organoid, and an independent organoid drug-response dataset identifies significant gene modules and hub genes associated with CRC chemotherapy response.

  colorectal crc datasets selected microarray bulk gene

• DAGFormer: A graph-based domain adaptation approach for single-cell cancer drug response prediction.

  PMID 41417875 · PMC12795466 · PLoS computational biology · 2025 · 7 claims · 4 setups

  Has reproduction

  DAGFormer, a graph-based domain adaptation framework integrating bulk and scRNA-seq data, predicts single-cell drug responses more accurately than existing methods.

  pan-can jhu006 pc9 a375 bulk scrna-seq

• Comprehensive analysis of peroxisome proliferator-activated receptors to predict the drug resistance, immune microenvironment, and prognosis in stomach adenocarcinomas.

  PMID 38529307 · PMC10962337 · PeerJ · 2024 · 8 claims · 8 setups

  Has reproduction · 58

  PPARA, PPARD and PPARG are more abnormally expressed in STAD samples and cell lines compared to most of 32 cancer types in TCGA

  cancer tcga-stad stomach ges1 rna-seq pearson gsva

• DNA bar coding and pyrosequencing to identify rare HIV drug resistance mutations.

  PMID 17576693 · PMC1934997 · Nucleic acids research · 2007 · 6 claims · 7 setups

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  DNA bar coding combined with pyrosequencing allows parallel, deep characterization of drug resistance mutations across many HIV populations in a single experiment

  hiv pooled plasma pyrosequencing conventional rt-pcr

• Fingerprinting cancer development.

  PMID 14694892 · PMC1241638 · Environmental health perspectives · 2003 · 8 claims · 6 setups

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  Protein microarrays can detect phosphoprotein fingerprints that identify early-stage cancer or monitor drug toxicity.

  prostate blood model genes microarray proteomic gene

• Integrating complex genomic datasets and tumour cell sensitivity profiles to address a 'simple' question: which patients should get this drug?

  PMID 20003409 · PMC2799438 · BMC medicine · 2009 · 8 claims · 5 setups

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  A panel of 48 genomically characterized breast cancer cell lines can model patient tumour heterogeneity to identify biomarkers predicting response to PG-11047

  panel breast 250-gene candidate genome growth pathway

• Application of genomics to toxicology research.

  PMID 12634120 · PMC1241273 · Environmental health perspectives · 2002 · 8 claims · 3 setups

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  Toxic chemical exposures alter gene expression, producing a diagnostic transcriptional 'fingerprint' that can be matched against known toxicants to classify untested chemicals' toxic potential.

  yeast rodents rodent microarray proposed cross-species

• A choreography of centrosomal mRNAs reveals a conserved localization mechanism involving active polysome transport.

  PMID 33649340 · PMC7921559 · Nature communications · 2021 · 8 claims · 8 setups

  Has reproduction · 96

  A total of eight human mRNAs (PCNT, NIN, BICD2, CCDC88C, CEP350, HMMR, ASPM, NUMA1) localize at centrosomes.

  hela hela–centrin1–gfp drosophila high-throughput low-throughput smfish

• Systematic identification of ACE2 expression modulators reveals cardiomyopathy as a risk factor for mortality in COVID-19 patients.

  PMID 35012625 · PMC8743438 · Genome biology · 2022 · 7 claims · 8 setups

  Has reproduction · 68

  GENEVA is a semi-automated, study-design-agnostic framework that mines large-scale public RNA-seq data to identify conditions modulating a gene of interest's expression

  gtex lncap heart breast bulk rna-seq meta-analysis

• FRMD8 inhibits tumor metastasis in BRCA1-associated TNBC by negatively regulating tmTNF-α.

  PMID 40619383 · PMC12229025 · Cellular & molecular biology letters · 2025 · 7 claims · 8 setups

  Has reproduction · 73

  Low FRMD8 expression in BRCA1-mutant TNBC cells significantly enhances metastatic potential to various organs in vivo

  tnbc ffpe frmd8 mcf-7 crispr-cas9 bulk metastasis

• Expression and Secretion of Circular RNAs in the Parasitic Nematode, Ascaris suum.

  PMID 35711944 · PMC9194832 · Frontiers in genetics · 2022 · 8 claims · 7 setups

  Has reproduction · 20

  A. suum expresses 1,997 distinct circRNAs identified via next-generation sequencing in adult female body wall and ovary-enriched tissue

  suum circrna qrt-pcr drug

• Optimal Dual RNA-Seq Mapping for Accurate Pathogen Detection in Complex Eukaryotic Hosts.

  PMID 39959292 · PMC11825298 · Bio-protocol · 2025 · 7 claims · 6 setups

  Has reproduction · 90

  Mapping adapter-trimmed reads first to the pathogen genome recovers more pathogen reads than the traditional host-first mapping approach.

  monocyte-derived raw same trimmed dual fastqc adapter

• Chemical genomics: what will it take and who gets to play?

  PMID 11423004 · PMC138939 · Genome biology · 2001 · 8 claims · 8 setups

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  Scaling chemical genetics to a genome-wide 'chemical genomics' requires large, well-funded, multidisciplinary centers that integrate compound libraries, protein resources, automation, and profiling technology, and freely distribute data and reagents.

  iccb fluorescently yeast engineered cell-based small-molecule expression