Project description:During development of the human cerebral cortex, multipotent neural progenitors generate excitatory neurons and glial cells. Investigations of the transcriptome and epigenome have revealed important gene regulatory networks underlying this crucial developmental event. However, the post-transcriptional control of gene expression and protein abundance during human corticogenesis remains poorly understood. We addressed this issue by using a dual reporter cell line to isolate neural progenitors and neurons from the telencephalic brain organoid tissue and performed cell type and developmental stage-specific transcriptome and proteome analysis. Integrating the two datasets revealed temporal modules of gene expression during human corticogenesis, both at RNA and protein level. Our multiomics approach reveals novel posttranscriptional regulatory mechanisms crucial for fidelity of cortical development.
Project description:The human cerebral cortex depends for its normal development and size on a precisely controlled balance between self-renewal and differentiation of diverse neural progenitor cells. Specialized progenitors that are common in humans, but virtually absent in rodents, called â??outer radial gliaâ?? (ORG), have been suggested to be crucial to the evolutionary expansion of the human cortex. We combined cell type-specific sorting with transcriptome-wide RNA-sequencing to identify genes enriched in human ORG, including targets of the transcription factor Neurogenin, and previously uncharacterized, evolutionarily dynamic, long noncoding RNAs. Single-cell transcriptional profiling of human, ferret, and mouse progenitors showed that more human RGC co-express proneural Neurogenin targets than in ferret or mouse, suggesting greater self-renewal of neuronal lineage-committed progenitors in humans. Finally, we show that activating the Neurogenin pathway in ferret RGC promotes delamination and outward migration. Thus, we find that the abundance of human ORG is paralleled by increased transcriptional heterogeneity of cortical progenitors. Three biological replicates of human late mid-fetal cortex (18 to 19 weeks of gestation) were dissociated and immunolabeled. Apical and outer radial glial cells were purified by FACS and compared to an immunonegative population, predominantly neurons.
Project description:We performed single-cell RNA sequencing to characterize transcriptional heterogeneity of neural progenitors within the ventricular zone and subventricular zone of E12.5 and E14.5 mouse cortex and ganglionic eminences. By using a transgenic mouse line (Nestin-d4-Venus) to enrich for VZ cells, we detect significant transcriptional heterogeneity within VZ and SVZ progenitors, both between forebrain regions and within spatial subdomains of specific GEs.
Project description:Decoding heterogeneity of pluripotent stem cell (PSC)-derived neural progeny is fundamental for revealing the origin of diverse progenitors, for defining their lineages, and for identifying fate determinants driving transition through distinct potencies. Here we prospectively isolated consecutively appearing PSC-derived primary progenitors based on their Notch activation state. We first isolate early neuroepithelial cells and show their broad Notch-dependent developmental and proliferative potential. Neuroepithelial cells further yield successive Notch-dependent functional primary progenitors, from early and mid neurogenic radial glia and their derived basal progenitors, to gliogenic radial glia and adult-like neural progenitors, together recapitulating hallmarks of neural stem cell (NSC) ontogeny. Gene expression profiling reveals dynamic stage specific transcriptional patterns that may link development of distinct progenitor identities through Notch activation. Our observations provide a platform for characterization and manipulation of distinct progenitor cell types amenable for developing streamlined neural lineage specification paradigms for modeling development in health and disease. Human embryonic stem cells (hESCs) H9 were differentiated into 5 distinct populations of neural precursor cells (NPCs) over a time course of 200 days. Each neural precursor populations was then sorted for HES5 expression based on a GFP-HES5 reporter. Both the HES5 positive and HES5 negative populations were then subjected to microarray profiling in singlicate, as well as the hESCs using GeneChipPrimeView Human Gene Expression Array
Project description:Understanding how cellular function is imprinted during development requires the identification of factors controlling lineage specification and commitment, and the intermediate progenitors in which they act. Using population level and single cell approaches, we examine transcriptional and functional heterogeneity within early innate lymphoid cells (ILC) progenitors. We identify a developmental bifurcation toward dendritic cell fate that reveals the uncommitted state of early specified ILC progenitors. We subsequently characterize an ILC-commitment checkpoint controlled by the transcription factor TCF-1. The present study reveals unexpected heterogeneity within early innate progenitor populations, and characterizes lineage infidelity that accompanies early ILC specification prior to commitment.
Project description:Understanding how cellular function is imprinted during development requires the identification of factors controlling lineage specification and commitment, and the intermediate progenitors in which they act. Using population level and single cell approaches, we examine transcriptional and functional heterogeneity within early innate lymphoid cells (ILC) progenitors. We identify a developmental bifurcation toward dendritic cell fate that reveals the uncommitted state of early specified ILC progenitors. We subsequently characterize an ILC-commitment checkpoint controlled by the transcription factor TCF-1. The present study reveals unexpected heterogeneity within early innate progenitor populations, and characterizes lineage infidelity that accompanies early ILC specification prior to commitment.
Project description:Echinoderm microtubule (MT)-associated protein-like 1 (Eml1) is mutated in the HeCo mouse, which exhibits subcortical band heterotopia (SBH), a developmental malformation of the cerebral cortex. EML1 mutations are also found in human patients affected by severe ribbon-like heterotopia, associated with epilepsy and intellectual disability (1). Neural progenitors in the ventricular zone (VZ) of the developing cerebral cortex undergo precisely regulated divisions, and mitotic perturbations contribute to pathological mechanisms (2). Eml1 is expressed in the mouse VZ and ectopic progenitors are present in the mutant developing cortex, when Eml1 is absent, at early stages of development (1). Thus, Eml1 is likely to play a role in neural progenitors during cortical development. We performed cell and molecular biology assays aiming to elucidate the function of Eml1 in neural progenitors, and explored the VZ of the HeCo mutant in order to find morphological perturbations that might explain the initiation of SBH formation (3). As part of this study, we searched for Eml1 molecular partners by pull-downs from mouse cortical extracts at embryonic day E13.5 and mass spectrometry (MS) analyses in order to identify the molecular pathways in which the protein is involved (3). Eml1 is formed by an N-terminal region that contains a dimerization domain and a C-terminal region that forms a ‘tandem atypical propeller in EMLs’ (TAPE) domain. The isolated N-terminal domain strongly binds MTs, while the C-terminal domain preferentially binds tubulin, and its beta-propeller structure is thought also to mediate the interaction with other molecules (4,5). We focused for this study on the N-terminal part of the protein (amino acids 1-178). Future study will validate or elucidate new interactions by using the C-terminal domain and/or the full-length protein. The results obtained from the N terminal MS data, integrated with other experimental findings, allow us to insert Eml1 in a network of proteins that are likely to regulate the assembly and function of the mitotic spindle in neural progenitors (3). More precisely, we showed that the protein regulates MT dynamics and its loss leads to perturbations in metaphase spindle length, which in turn impact progenitor morphology and behavior (3). References 1. Kielar, M., et al. Mutations in Eml1 lead to ectopic progenitors and neuronal heterotopia in mouse and human. Nat. Neurosci. 17, 923–933 (2014). 2. Bizzotto, S., & Francis, F. Morphological and functional aspects of progenitors perturbed in cortical malformations. Front Cell Neurosci. 9, 30; 10.3389/fncel00030 (2015). 3. Bizzotto, S., et al. Eml1 loss impairs apical progenitor spindle length and soma shape in the developing cerebral cortex. 4. Richards, M. W., et al. Crystal structure of EML1 reveals the basis for Hsp90 dependence of oncogenic EML4-ALK by disruption of an atypical β-propeller domain. Proc. Natl. Acad. Sci. U.S.A. 111, 5195–5200 (2014). 5. Richards, M. W., et al. Microtubule association of EML proteins and the EML4-ALK variant 3 oncoprotein require an N-terminal trimerization domain. Biochem. J. 467, 529–536 (2015).
Project description:<p>Non-coding regions comprise most of the human genome and harbor a significant fraction of risk alleles for neuropsychiatric diseases, yet their functions remain poorly defined. We created a high-resolution map of non-coding elements involved in human cortical neurogenesis by contrasting chromatin accessibility and gene expression in the germinal zone and cortical plate of the developing cerebral cortex. To obtain a high resolution depiction of chromatin structure and gene expression in developing human fetal cortex, we dissected the post-conception week (PCW) 15-17 human neocortex into two major anatomical divisions to distinguish between proliferating neural progenitors and post mitotic neurons: (1) GZ: the neural progenitor-enriched region encompassing the ventricular zone (VZ), subventricular zone (SVZ), and intermediate zone (IZ) and (2) CP: the neuron-enriched region containing the subplate (SP), cortical plate (CP), and marginal zone (MZ). Tissues were obtained from three independent donors and three to four technical replicates from each tissue were processed for ATAC-seq to define the landscape of accessible chromatin and RNA-seq for genome-wide gene expression profiling.</p>
Project description:The human cerebral cortex depends for its normal development and size on a precisely controlled balance between self-renewal and differentiation of diverse neural progenitor cells. Specialized progenitors that are common in humans, but virtually absent in rodents, called ‘outer radial glia’ (ORG), have been suggested to be crucial to the evolutionary expansion of the human cortex. We combined cell type-specific sorting with transcriptome-wide RNA-sequencing to identify genes enriched in human ORG, including targets of the transcription factor Neurogenin, and previously uncharacterized, evolutionarily dynamic, long noncoding RNAs. Single-cell transcriptional profiling of human, ferret, and mouse progenitors showed that more human RGC co-express proneural Neurogenin targets than in ferret or mouse, suggesting greater self-renewal of neuronal lineage-committed progenitors in humans. Finally, we show that activating the Neurogenin pathway in ferret RGC promotes delamination and outward migration. Thus, we find that the abundance of human ORG is paralleled by increased transcriptional heterogeneity of cortical progenitors.
Project description:<p>We sought to characterize cellular heterogeneity in the human cerebral cortex at a molecular level during cortical neurogenesis. We captured single cells and generated sequencing libraries using the C1TM Single-Cell Auto Prep System (Fluidigm), the SMARTer Ultra Low RNA Kit (Clontech), and the Nextera XT DNA Sample Preparation Kit (Illumina). We performed unbiased clustering of the single cells and further examined transcriptional variation among cell groups interpreted as radial glia. Within this population, the major sources of variation related to cell cycle progression and the stem cell niche from which radial glia were captured. We found that outer subventricular zone radial glia (oRG cells) preferentially express genes related to extracellular matrix formation, migration, and stemness, including <i>TNC</i>, <i>PTPRZ1</i>, <i>FAM107A</i>, <i>HOPX</i>, and <i>LIFR</i> and related this transcriptional state to the position, morphology, and cell behaviors previously used to classify the cell type. Our results suggest that oRG cells maintain the subventricular niche through local production of growth factors, potentiation of growth factor signals by extracellular matrix proteins, and activation of self-renewal pathways, thereby contributing to the developmental and evolutionary expansion of the human neocortex.</p> <p>For <b>study version 2</b>, we have updated this data set to include additional primary cells that we infer to represent microglia, endothelial cells, and immature astrocytes, as well as additional cells from the developing neural retina, and from iPS-cell derived cerebral organoids. The genes distinguishing these cell populations may reveal biological processes supporting the diverse functions of these cell types as well as vulnerabilities of specific cell types in human genetic diseases and in viral infections.</p> <p>For <b>study version 3</b>, we have updated the data set to include additional primary cells, including those published in Nowakowski, et al., Science 2017: "Spatiotemporal Gene Expression Trajectories Reveal Developmental Hierarchies of the Human Cortex" (<i>in press</i>)</p>