Nature Communications · 2024 · 12 citations · 61 references
Life SciencesCell BiologyDevelopmental BiologyGene ExpressionTranscriptional RegulationTranscriptomicsCell Fate DeterminationCell Lineage SpecificationCell Type AnnotationCell-type Specific Gene ExpressionCell-type-specific TranscriptomicsDevelopmental TranscriptomicsC. Elegans Developmental ModelsCell AnnotationCell Atlas ConstructionCell Type HeterogeneityDevelopmental Stage TranscriptomicsExpression Profile ClusteringGene Expression AtlasesTranscriptome Analysis
Invariant cell lineage in C. elegans enables spatiotemporal resolution of transcriptional regulatory mechanisms controlling the fate of each cell. Here, we develop RAPCAT (Robust-point-matching- And Piecewise-affine-based Cell Annotation Tool) to automate cell identity assignment in three-dimensional image stacks of L1 larvae and profile reporter expression of 620 transcription factors in every cell. Transcription factor profile-based clustering analysis defines 80 cell types distinct from conventional phenotypic cell types and identifies three general phenotypic modalities related to these classifications. First, transcription factors are broadly downregulated in quiescent stage Hermaphrodite Specific Neurons, suggesting stage- and cell type-specific variation in transcriptome size. Second, transcription factor expression is more closely associated with morphology than other phenotypic modalities in different pre- and post-differentiation developmental stages. Finally, embryonic cell lineages can be associated with specific transcription factor expression patterns and functions that persist throughout postembryonic life. This study presents a comprehensive transcription factor atlas for investigation of intra-cell type heterogeneity.
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The embryonic cell lineage of the nematode Caenorhabditis elegans
John Sulston, Einhard Schierenberg, John G. White et al. · Developmental Biology · 1983 · 4.3K citations
Comprehensive single-cell transcriptional profiling of a multicellular organism
Junyue Cao, Jonathan S. Packer, Vijay Ramani et al. · Science · 2017 · 1.6K citations · Full text