Cancer Research · 2018 · 73 citations · 42 references
MedicineOncologyPharmacologyGene Expression AnalysisMolecular OncologyMolecular PharmacologyCancer BiomarkersCancer TranscriptomicsCellular Response ProfilingPharmacodynamics Of Anticancer AgentsPharmacodynamics Of Anticancer DrugsTranscriptomic ProfilingAnticancer ChemotherapyCell Line Response DatabasesCell Line Sensitivity ProfilingDrug Target AlterationsExpression ProfilingPharmacodynamic Biomarker DiscoveryTherapeutic Response MonitoringVariability In Drug Sensitivity
: The intracellular effects and overall efficacies of anticancer therapies can vary significantly by tumor type. To identify patterns of drug-induced gene modulation that occur in different cancer cell types, we measured gene-expression changes across the NCI-60 cell line panel after exposure to 15 anticancer agents. The results were integrated into a combined database and set of interactive analysis tools, designated the NCI Transcriptional Pharmacodynamics Workbench (NCI TPW), that allows exploration of gene-expression modulation by molecular pathway, drug target, and association with drug sensitivity. We identified common transcriptional responses across agents and cell types and uncovered gene-expression changes associated with drug sensitivity. We also demonstrated the value of this tool for investigating clinically relevant molecular hypotheses and identifying candidate biomarkers of drug activity. The NCI TPW, publicly available at https://tpwb.nci.nih.gov, provides a comprehensive resource to facilitate understanding of tumor cell characteristics that define sensitivity to commonly used anticancer drugs. SIGNIFICANCE: The NCI Transcriptional Pharmacodynamics Workbench represents the most extensive compilation to date of directly measured longitudinal transcriptional responses to anticancer agents across a thoroughly characterized ensemble of cancer cell lines.
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Signatures of mutational processes in human cancer
Ludmil B. Alexandrov, Serena Nik‐Zainal, David C. Wedge et al. · Nature · 2013 · 10.1K citations · Full text
Medicine, Cancer Biology, Oncology +14
The Cancer Cell Line Encyclopedia enables predictive modelling of anticancer drug sensitivity
Jordi Barretina, Giordano Caponigro, Nicolas Stransky et al. · Nature · 2012 · 8.5K citations
Medicine, Oncology, Pharmacology +15