Science · 2022 · 285 citations · 35 references
Life SciencesCell BiologyNeuroscienceCellular NeurobiologyCellular NeuroscienceMolecular NeuroscienceCell ClusteringCell-cell Communication AnalysisNeuronal Cell BiologyNeuronal Cell StructureSingle-cell GenomicsSpatial Single-cell AnalysisCell Atlas ConstructionCell Type DiversityCell-cell Interaction MappingCerebral Cortex OrganizationCortical OrganizationLaminar Organization AnalysisSingle-cell Spatial ProfilingSingle-cell Transcriptomics In Neuroscience
The human cerebral cortex has tremendous cellular diversity. How different cell types are organized in the human cortex and how cellular organization varies across species remain unclear. In this study, we performed spatially resolved single-cell profiling of 4000 genes using multiplexed error-robust fluorescence in situ hybridization (MERFISH), identified more than 100 transcriptionally distinct cell populations, and generated a molecularly defined and spatially resolved cell atlas of the human middle and superior temporal gyrus. We further explored cell-cell interactions arising from soma contact or proximity in a cell type-specific manner. Comparison of the human and mouse cortices showed conservation in the laminar organization of cells and differences in somatic interactions across species. Our data revealed human-specific cell-cell proximity patterns and a markedly increased enrichment for interactions between neurons and non-neuronal cells in the human cortex.
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Comprehensive Integration of Single-Cell Data
Tim Stuart, Andrew Butler, Paul Hoffman et al. · Cell · 2019 · 16.9K citations · Full text
Dimensionality reduction for visualizing single-cell data using UMAP
Étienne Becht, Leland McInnes, John Healy et al. · Nature Biotechnology · 2018 · 5.8K citations
From Louvain to Leiden: guaranteeing well-connected communities
Nees Jan van Eck · Scientific Reports · 2019 · 5.2K citations · Full text