Transcriptome analysis of mouse cerebral cortical neural progenitor cells
Ontology highlight
ABSTRACT:
ORGANISM(S): Mus musculus
PROVIDER: GSE22946 | GEO | 2011/09/20
SECONDARY ACCESSION(S): PRJNA127791
REPOSITORIES: GEO
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Project description:Transcriptome analysis of neural progenitor/stem cells is limited by the lack of a reliable method for cell isolation. We have designed a genetic dual reporter strategy that can allow prospective isolation of cortical neural progenitor cells and their neuronal progeny form the same animals. These cells should be a good cell source for comparative global analysis. Cortical neural progenitor cells and their neuronal progeny were purified using a dual reporter strategy. The purified cells were used for comparative expression profiling.
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Project description:Cerebral organoids â three-dimensional cultures of human cerebral tissue derived from pluripotent stem cells â have emerged as models of human cortical development. However, the extent to which in vitro organoid systems recapitulate neural progenitor cell proliferation and neuronal differentiation programs observed in vivo remains unclear. Here we use single-cell RNA sequencing (scRNA-seq) to dissect and compare cell composition and progenitor-to-neuron lineage relationships in human cerebral organoids and fetal neocortex. Covariation network analysis using the fetal neocortex data reveals known and novel interactions among genes central to neural progenitor proliferation and neuronal differentiation. In the organoid, we detect diverse progenitors and differentiated cell types of neuronal and mesenchymal lineages, and identify cells that derived from regions resembling the fetal neocortex. We find that these organoid cortical cells use gene expression programs remarkably similar to those of the fetal tissue in order to organize into cerebral cortex-like regions. Our comparison of in vivo and in vitro cortical single cell transcriptomes illuminates the genetic features underlying human cortical development that can be studied in organoid cultures. 734 single-cell transcriptomes from human fetal neocortex or human cerebral organoids from multiple time points were analyzed in this study. All single cell samples were processed on the microfluidic Fluidigm C1 platform and contain 92 external RNA spike-ins. Fetal neocortex data were generated at 12 weeks post conception (chip 1: 81 cells; chip 2: 83 cells) and 13 weeks post conception (62 cells). Cerebral organoid data were generated from dissociated whole organoids derived from induced pluripotent stem cell line 409B2 (iPSC 409B2) at 33 days (40 cells), 35 days (68 cells), 37 days (71 cells), 41 days (74 cells), and 65 days (80 cells) after the start of embryoid body culture. Cerebral organoid data were also generated from microdissected cortical-like regions from H9 embryonic stem cell derived organoids at 53 days (region 1, 48 cells; region 2, 48 cells) or from iPSC 409B2 organoids at 58 days (region 3, 43 cells; region 4, 36 cells).
2015-12-07 | E-GEOD-75140 | biostudies-arrayexpress
Project description:Cerebral organoids – three-dimensional cultures of human cerebral tissue derived from pluripotent stem cells – have emerged as models of human cortical development. However, the extent to which in vitro organoid systems recapitulate neural progenitor cell proliferation and neuronal differentiation programs observed in vivo remains unclear. Here we use single-cell RNA sequencing (scRNA-seq) to dissect and compare cell composition and progenitor-to-neuron lineage relationships in human cerebral organoids and fetal neocortex. Covariation network analysis using the fetal neocortex data reveals known and novel interactions among genes central to neural progenitor proliferation and neuronal differentiation. In the organoid, we detect diverse progenitors and differentiated cell types of neuronal and mesenchymal lineages, and identify cells that derived from regions resembling the fetal neocortex. We find that these organoid cortical cells use gene expression programs remarkably similar to those of the fetal tissue in order to organize into cerebral cortex-like regions. Our comparison of in vivo and in vitro cortical single cell transcriptomes illuminates the genetic features underlying human cortical development that can be studied in organoid cultures.
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Project description:The mechanisms by which the early spatiotemporal expression patterns of transcription factors such as Pax6 regulate the region-specific proliferation rates of neural progenitors are poorly understood. Pax6 is expressed in a gradient across the developing cortex and is essential for normal corticogenesis. We found that constitutive or conditional loss of Pax6 increases cortical progenitor proliferation by amounts that vary regionally with normal Pax6 levels. We compared the gene expression profiles of equivalent Pax6-expressing progenitors isolated from Pax6+/+ and Pax6-/- cortices and identified many negatively-regulated cell cycle genes including those encoding Cyclins and Cdks. Biochemical assays indicated that Pax6 directly represses Cdk6 expression. Cyclin/Cdk repression inhibits retinoblastoma protein (pRb) phosphorylation, thereby limiting the transcription of genes directly promoting mitosis, and we showed that Pax6 inhibits pRb phosphorylation and represses several genes involved in DNA replication. Our results indicate that Pax6M-bM-^@M-^Ys modulation of the cell cycles of cortical progenitors is regional and direct. Two condition experiment, Pax6sey/sey vs Pax6+/+ cortical progenitor cells from lateral cortex. 3 biological replicates. Each replicate contains RNA from cells pooled from 4 individual E12.5 embryos
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Project description:N6-methyladenosine (m6A), installed by the Mettl3/Mettl14 methyltransferase complex, is the most prevalent internal mRNA modification. Whether m6A regulates mammalian brain development is unknown. Here we show that Mettl14 deletion in the embryonic mouse brain diminishes m6A levels, prolongs cell cycle of radial glia cells, and extends cortical neurogenesis into postnatal stages. Mettl3 knockdown also prolongs neural progenitor cell cycle and promotes radial glia cell maintenance. m6A-sequencing of the embryonic mouse cortex reveals enrichment of mRNAs related to transcription factors, cell cycle and neuron differentiation, and Mettl14 deletion attenuates their decay. Notably, Mettl14-/- radial glia cells precociously express neuronal proteins. Further analysis uncovers previously unappreciated transcriptional pre-patterning in cortical neural stem cells. Comparison of m6A-mRNA landscapes between mouse and human cortical neural progenitors identifies human-specific tagging of transcripts related to epigenetic regulation and brain disorder risk genes. Our study reveals an epitranscriptomic mechanism in heightened transcriptional coordination during mammalian cortical neurogenesis.
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Project description:Brain organoids provide unique platforms for modeling development and diseases by recapitulating the architecture of the embryonic brain. However, current organoid methods are limited by interior hypoxia and cell death due to insufficient surface diffusion, preventing generation of architecture representative of late developmental stages. Here, we establish the sliced neocortical organoid (SNO) system, which bypasses the diffusion limit to prevent cell death and sustains neurogenesis in organized neural progenitor zones throughout long-term cultures. This method leads to the formation of an expanded cortical plate that establishes distinct upper and deep cortical layers, resembling the third-trimester human neocortex. Using the SNO system, we further identify a critical role of WNT/β-Catenin signaling in regulating cortical neuron fate specification, which is disrupted by a psychiatric disorder-associated genetic mutation in patient iPSC-derived organoids. These results demonstrate the utility of SNOs as a model for investigating previously inaccessible human-specific late-stage cortical developmental and disease-relevant mechanisms
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