Science · 2024 · 65 citations · 72 references
Life SciencesBioinformaticsNeuroscienceCellular NeuroscienceNeuroanatomyTranscriptomicsBrain RegionalizationNeural Data AnalysisSingle-cell TranscriptomicsSpatial Gene ExpressionSpatial Single-cell AnalysisSpatial TranscriptomicsCell Type MappingCortical CytoarchitectureNeuroanatomical Atlas ConstructionSingle-nucleus Rna SequencingSpatial Gene Expression AnalysisSpatial Gene Expression MappingSpatial Gene Expression PatternsSpatial Gene Expression Profiling
The molecular organization of the human neocortex historically has been studied in the context of its histological layers. However, emerging spatial transcriptomic technologies have enabled unbiased identification of transcriptionally defined spatial domains that move beyond classic cytoarchitecture. We used the Visium spatial gene expression platform to generate a data-driven molecular neuroanatomical atlas across the anterior-posterior axis of the human dorsolateral prefrontal cortex. Integration with paired single-nucleus RNA-sequencing data revealed distinct cell type compositions and cell-cell interactions across spatial domains. Using PsychENCODE and publicly available data, we mapped the enrichment of cell types and genes associated with neuropsychiatric disorders to discrete spatial domains.
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Scikit-learn: Machine Learning in Python
Fabián Pedregosa, Gaël Varoquaux, Alexandre Gramfort et al. · arXiv (Cornell University) · 2012 · 63.7K citations · Full text
Integrated analysis of multimodal single-cell data
Yuhan Hao, Stephanie Hao, Erica Andersen‐Nissen et al. · Cell · 2021 · 16K citations · Full text