A Meta-Atlas of the Developing Human Cortex Identifies Modules Driving Cell Subtype Specification [Chimeroid]
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PROVIDER: PRJNA1167804 | ENA |
REPOSITORIES: ENA
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Project description:During development, the human brain orchestrates the generation of hundreds of diverse cell types, and recent transcriptomic atlases of the developing human cortex provide new opportunities to identify novel regulators of cell fate specification. We have conducted an integrated meta-analysis of seven recently published single-cell transcriptomic profiles of the developing human cortex, generating a meta-atlas of 225 meta-modules. By tracking the activity of these meta-modules throughout development and comparing this to datasets from the adult human as well as the developing and adult mouse, we identified modules with potential roles in the transition from neurogenesis to gliogenesis and neuronal subtype maturation. The cell type and developmental state at which these modules exist was validated in primary samples from the developing human brain. Of particular interest, we identified and validated a module associated with both developing human deep layer neurons and human adult deep layer neuronal subtypes expressing the terminal differentiation marker FEZF2. Though FEZF2 is neither a member of nor co-expressed with our deep layer-associated gene module, almost half of module genes are putative FEZF2 targets, including TSHZ3, a transcription factor associated with neurodevelopmental disorders such as autism. Knockdown experiments in human cortical organoid models confirm that both FEZF2 and TSHZ3 are necessary for deep layer neuron specification. Importantly, we observe that subtle manipulations of these transcription factors result in slight changes in module activity, but together yield strong differences in cell fate. Our analyses therefore reveal a gene network that required to generate deep layer neuronal subtypes, demonstrating the ability of our meta-atlas to engender further mechanistic analyses of cortical fate specification. We anticipate this resource being useful for the study of co-expression programs across diverse biological questions related to the developing neocortex.
2023-09-12 | GSE242779 | GEO
Project description:A Meta-Atlas of the Developing Human Cortex Identifies Modules Driving Cell Subtype Specification
| PRJNA1014494 | ENA
Project description:During development, the human brain orchestrates the generation of hundreds of diverse cell types, and recent transcriptomic atlases of the developing human cortex provide new opportunities to identify novel regulators of cell fate specification. We have conducted an integrated meta-analysis of seven recently published single-cell transcriptomic profiles of the developing human cortex, generating a meta-atlas of 225 meta-modules. By tracking the activity of these meta-modules throughout development and comparing this to datasets from the adult human as well as the developing and adult mouse, we identified modules with potential roles in the transition from neurogenesis to gliogenesis and neuronal subtype maturation. The cell type and developmental state at which these modules exist was validated in primary samples from the developing human brain. Of particular interest, we identified and validated a module associated with both developing human deep layer neurons and human adult deep layer neuronal subtypes expressing the terminal differentiation marker FEZF2. Though FEZF2 is neither a member of nor co-expressed with our deep layer-associated gene module, almost half of module genes are putative FEZF2 targets, including TSHZ3, a transcription factor associated with neurodevelopmental disorders such as autism. Knockdown experiments in human cortical organoid models confirm that both FEZF2 and TSHZ3 are necessary for deep layer neuron specification. Importantly, we observe that subtle manipulations of these transcription factors result in slight changes in module activity, but together yield strong differences in cell fate. Our analyses therefore reveal a gene network that required to generate deep layer neuronal subtypes, demonstrating the ability of our meta-atlas to engender further mechanistic analyses of cortical fate specification. We anticipate this resource being useful for the study of co-expression programs across diverse biological questions related to the developing neocortex.
2024-12-06 | GSE278573 | GEO
Project description:DNA methylation, in concert with other epigenetic regulators, controls the accessibility of transcription factors to DNA. While comprehensively described in the development of neuronal progenitors, the role of DNA methylation/demethylation in neuronal lineage/subtype specification is not known. By profiling two distinct neuronal lineages, and five neuron subtypes in the hippocampus and striatum, we uncovered a set of five principles that govern DNA methylation dynamics in neurodevelopment. By dividing neurodevelopment to three alternating methylation and demethylation periods and applying the principles to each of these stages, we created a matrix that comprehensively describes the targets, genomic contexts, functional consequences and putative mechanisms of methylation/demethylation events. The overarching theme is that the developmental methylation program is remarkably similar in the hippocampal and striatal lineages, with significant divergence only occurring during subtype specification. Our matrix can be cross-referenced with disease-associated epigenetic changes to specify the possible events and underlying principles compromised in disease. Compared tissue from C57BL6 male animals at differenent developmental timepoints and regions for differences in DNA methylation and RNA expression. Additionally Dnmt3a conditional knockdown mice were used to determine role of Dnmt3a during development.
2016-02-20 | E-GEOD-72700 | biostudies-arrayexpress
Project description:DNA methylation, in concert with other epigenetic regulators, controls the accessibility of transcription factors to DNA. While comprehensively described in the development of neuronal progenitors, the role of DNA methylation/demethylation in neuronal lineage/subtype specification is not known. By profiling two distinct neuronal lineages, and five neuron subtypes in the hippocampus and striatum, we uncovered a set of five principles that govern DNA methylation dynamics in neurodevelopment. By dividing neurodevelopment to three alternating methylation and demethylation periods and applying the principles to each of these stages, we created a matrix that comprehensively describes the targets, genomic contexts, functional consequences and putative mechanisms of methylation/demethylation events. The overarching theme is that the developmental methylation program is remarkably similar in the hippocampal and striatal lineages, with significant divergence only occurring during subtype specification. Our matrix can be cross-referenced with disease-associated epigenetic changes to specify the possible events and underlying principles compromised in disease.
2016-02-20 | GSE72700 | GEO
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