Chromatin and gene-regulatory dynamics of the developing human cerebral cortex at single-cell resolution
Genetic perturbations of cortical development can lead to neurodevelopmental disease, including autism spectrum disorder (ASD). To identify genomic regions crucial to corticogenesis, we mapped the activity of gene-regulatory elements generating a single-cell atlas of gene expression and chromatin ac...
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Veröffentlicht in: | Cell 2021-09, Vol.184 (19), p.5053-5069.e23 |
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Sprache: | eng |
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Zusammenfassung: | Genetic perturbations of cortical development can lead to neurodevelopmental disease, including autism spectrum disorder (ASD). To identify genomic regions crucial to corticogenesis, we mapped the activity of gene-regulatory elements generating a single-cell atlas of gene expression and chromatin accessibility both independently and jointly. This revealed waves of gene regulation by key transcription factors (TFs) across a nearly continuous differentiation trajectory, distinguished the expression programs of glial lineages, and identified lineage-determining TFs that exhibited strong correlation between linked gene-regulatory elements and expression levels. These highly connected genes adopted an active chromatin state in early differentiating cells, consistent with lineage commitment. Base-pair-resolution neural network models identified strong cell-type-specific enrichment of noncoding mutations predicted to be disruptive in a cohort of ASD individuals and identified frequently disrupted TF binding sites. This approach illustrates how cell-type-specific mapping can provide insights into the programs governing human development and disease.
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•Single-cell RNA and chromatin profiling charts human corticogenesis•Distinct TFs underlie neurogenesis and gliogenesis regulatory programs•Lineage-determining TFs adopt an active chromatin state early in differentiation•Neural networks prioritize noncoding de novo mutations in autism spectrum disorder
A single-cell atlas of gene expression and chromatin accessibility of human developing cortex during mid-gestation reveals lineage-determining transcription factors for human corticogenesis and identifies prioritized mutations for autism spectrum disorder. |
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ISSN: | 0092-8674 1097-4172 |
DOI: | 10.1016/j.cell.2021.07.039 |