Nature Genetics · 2023 · 88 citations · 67 references
Life SciencesDevelopmental BiologyMolecular BiologyEmbryogenesisGene ExpressionTranscriptomicsDevelopmental TranscriptomicsLineage ReconstructionNeural DevelopmentSpatial Gene ExpressionSpatial Single-cell AnalysisSpatial TranscriptomicsDevelopmental Cell StatesDevelopmental Gene Expression MappingNeural Tube FormationSingle-cell Analysis Of EmbryosSpatial Gene Expression MappingSpatial Gene Expression PatternsSpatiotemporal PatterningThree-dimensional Spatial Transcriptomics
Spatiotemporal orchestration of gene expression is required for proper embryonic development. The use of single-cell technologies has begun to provide improved resolution of early regulatory dynamics, including detailed molecular definitions of most cell states during mouse embryogenesis. Here we used Slide-seq to build spatial transcriptomic maps of complete embryonic day (E) 8.5 and E9.0, and partial E9.5 embryos. To support their utility, we developed sc3D, a tool for reconstructing and exploring three-dimensional 'virtual embryos', which enables the quantitative investigation of regionalized gene expression patterns. Our measurements along the main embryonic axes of the developing neural tube revealed several previously unannotated genes with distinct spatial patterns. We also characterized the conflicting transcriptional identity of 'ectopic' neural tubes that emerge in Tbx6 mutant embryos. Taken together, we present an experimental and computational framework for the spatiotemporal investigation of whole embryonic structures and mutant phenotypes.
67
Integrated analysis of multimodal single-cell data
Yuhan Hao, Stephanie Hao, Erica Andersen‐Nissen et al. · Cell · 2021 · 16K citations · Full text
Fast, sensitive and accurate integration of single-cell data with Harmony
Ilya Korsunsky, Nghia Millard, Jean Fan et al. · Nature Methods · 2019 · 10.5K citations · Full text
Reversed graph embedding resolves complex single-cell trajectories
Xiaojie Qiu, Qi Mao, Ying Tang et al. · Nature Methods · 2017 · 5.4K citations · Full text
The single-cell transcriptional landscape of mammalian organogenesis
Junyue Cao, Malte Spielmann, Xiaojie Qiu et al. · Nature · 2019 · 4.8K citations