Development · 2021 · 166 citations · 44 references
Life SciencesCell BiologyDevelopmental BiologyGene ExpressionOrganogenesisTranscriptomicsCell-fate DynamicsDevelopmental TranscriptomicsEpithelial-mesenchymal TransitionLung DevelopmentSingle-cell Rna Sequencing AnalysisSingle-cell TranscriptomicsCell Atlas ConstructionCell Fate MappingCellular DynamicsLung Saccular DevelopmentRespiratory Lineage SpecificationSingle-cell Fate MappingSingle-cell Lineage AnalysisSingle-cell Rna Sequencing
Lung organogenesis requires precise timing and coordination to effect spatial organization and function of the parenchymal cells. To provide a systematic broad-based view of the mechanisms governing the dynamic alterations in parenchymal cells over crucial periods of development, we performed a single-cell RNA-sequencing time-series yielding 102,571 epithelial, endothelial and mesenchymal cells across nine time points from embryonic day 12 to postnatal day 14 in mice. Combining computational fate-likelihood prediction with RNA in situ hybridization and immunofluorescence, we explore lineage relationships during the saccular to alveolar stage transition. The utility of this publicly searchable atlas resource (www.sucrelab.org/lungcells) is exemplified by discoveries of the complexity of type 1 pneumocyte function and characterization of mesenchymal Wnt expression patterns during the saccular and alveolar stages - wherein major expansion of the gas-exchange surface occurs. We provide an integrated view of cellular dynamics in epithelial, endothelial and mesenchymal cell populations during lung organogenesis.
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Comprehensive Integration of Single-Cell Data
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UMAP: Uniform Manifold Approximation and Projection
Leland McInnes, John Healy, Nathaniel Saul et al. · The Journal of Open Source Software · 2018 · 9.6K citations · Full text
The single-cell transcriptional landscape of mammalian organogenesis
Junyue Cao, Malte Spielmann, Xiaojie Qiu et al. · Nature · 2019 · 4.8K citations
Gioele La Manno, Ruslan Soldatov, Amit Zeisel et al. · Nature · 2018 · 4.5K citations · Full text