Science Advances · 2023 · 114 citations · 63 references
Life SciencesDevelopmental BiologyNeuroscienceChromatin StructureDevelopmental NeuroscienceMolecular NeuroscienceChromatinDevelopmental EpigeneticsDevelopmental TranscriptomicsEpigenetic Regulation In DevelopmentNeural DevelopmentNeuropsychiatric GeneticsCell-type Specific TranscriptionChromatin AccessibilityChromatin Accessibility During DevelopmentCis-acting Regulatory ElementsLineage DifferentiationNeuronal Lineage CommitmentNeuronal Lineage SpecificationPseudotime Trajectory Analysis
The cellular complexity of the human brain is established via dynamic changes in gene expression throughout development that is mediated, in part, by the spatiotemporal activity of cis-regulatory elements (CREs). We simultaneously profiled gene expression and chromatin accessibility in 45,549 cortical nuclei across six broad developmental time points from fetus to adult. We identified cell type-specific domains in which chromatin accessibility is highly correlated with gene expression. Differentiation pseudotime trajectory analysis indicates that chromatin accessibility at CREs precedes transcription and that dynamic changes in chromatin structure play a critical role in neuronal lineage commitment. In addition, we mapped cell type-specific and temporally specific genetic loci implicated in neuropsychiatric traits, including schizophrenia and bipolar disorder. Together, our results describe the complex regulation of cell composition at critical stages in lineage determination and shed light on the impact of spatiotemporal alterations in gene expression on neuropsychiatric disease.
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Model-based Analysis of ChIP-Seq (MACS)
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Integrated analysis of multimodal single-cell data
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Dimensionality reduction for visualizing single-cell data using UMAP
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