Cell Reports · 2018 · 559 citations · 56 references
Life SciencesCell BiologyMolecular BiologyGene ExpressionTissue DifferentiationTranscriptomicsCell-type DeconvolutionCell-type-specific TranscriptomicsInterstitial Lung DiseaseSingle-cell AnalysisSingle-cell Rna Sequencing AnalysisSingle-cell TranscriptomicsBleomycin InjectionCell State DeconvolutionDeconvolutionDifferentiationFibrotic ChangeFibrotic Interstitial Lung DiseaseSingle-cell Rna SequencingSingle-cell Rna Sequencing Cell Type Annotation
Fibroblast heterogeneity has long been recognized in mouse and human lungs, homeostasis, and disease states. However, there is no common consensus on fibroblast subtypes, lineages, biological properties, signaling, and plasticity, which severely hampers our understanding of the mechanisms of fibrosis. To comprehensively classify fibroblast populations in the lung using an unbiased approach, single-cell RNA sequencing was performed with mesenchymal preparations from either uninjured or bleomycin-treated mouse lungs. Single-cell transcriptome analyses classified and defined six mesenchymal cell types in normal lung and seven in fibrotic lung. Furthermore, delineation of their differentiation trajectory was achieved by a machine learning method. This collection of single-cell transcriptomes and the distinct classification of fibroblast subsets provide a new resource for understanding the fibroblast landscape and the roles of fibroblasts in fibrotic diseases.
56
Highly Parallel Genome-wide Expression Profiling of Individual Cells Using Nanoliter Droplets
Evan Z. Macosko, Anindita Basu, Rahul Satija et al. · Cell · 2015 · 7.8K citations · Full text
Type 2 alveolar cells are stem cells in adult lung
Christina E. Barkauskas, Michael J. Cronce, Craig R. Rackley et al. · Journal of Clinical Investigation · 2013 · 1.8K citations · Full text