Cell Reports · 2023 · 29 citations · 55 references
Life SciencesCancer BiologyOncologyGene ExpressionMolecular OncologyTranscriptomicsCancer GenomicsCancer TranscriptomicsMolecular Tumor ProfilingSingle-cell Rna Sequencing AnalysisSingle-cell TranscriptomicsTranscriptomic HeterogeneityBreast Cancer GenomicsCancer Heterogeneity AnalysisCancer Subtype DiscoverySingle-cell MultiomicsSingle-cell Multiomics IntegrationSingle-cell Rna SequencingSuper-enhancer FunctionSuper-enhancers
Triple-negative breast cancer (TNBC) is a heterogeneous disease with limited treatment options. To characterize TNBC heterogeneity, we defined transcriptional, epigenetic, and metabolic subtypes and subtype-driving super-enhancers and transcription factors by combining functional and molecular profiling with computational analyses. Single-cell RNA sequencing revealed relative homogeneity of the major transcriptional subtypes (luminal, basal, and mesenchymal) within samples. We found that mesenchymal TNBCs share features with mesenchymal neuroblastoma and rhabdoid tumors and that the PRRX1 transcription factor is a key driver of these tumors. PRRX1 is sufficient for inducing mesenchymal features in basal but not in luminal TNBC cells via reprogramming super-enhancer landscapes, but it is not required for mesenchymal state maintenance or for cellular viability. Our comprehensive, large-scale, multiplatform, multiomics study of both experimental and clinical TNBC is an important resource for the scientific and clinical research communities and opens venues for future investigation.
55
Differential expression analysis for sequence count data
Simon Anders, Wolfgang Huber · Genome biology · 2010 · 16.4K citations · Full text
The Molecular Signatures Database Hallmark Gene Set Collection
Arthur Liberzon, Chet Birger, Helga Thorvaldsdóttir et al. · Cell Systems · 2015 · 14.5K citations · Full text