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"631/378/2571/2575"
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Individual brain organoids reproducibly form cell diversity of the human cerebral cortex
2019
Experimental models of the human brain are needed for basic understanding of its development and disease
1
. Human brain organoids hold unprecedented promise for this purpose; however, they are plagued by high organoid-to-organoid variability
2
,
3
. This has raised doubts as to whether developmental processes of the human brain can occur outside the context of embryogenesis with a degree of reproducibility that is comparable to the endogenous tissue. Here we show that an organoid model of the dorsal forebrain can reliably generate a rich diversity of cell types appropriate for the human cerebral cortex. We performed single-cell RNA-sequencing analysis of 166,242 cells isolated from 21 individual organoids, finding that 95% of the organoids generate a virtually indistinguishable compendium of cell types, following similar developmental trajectories and with a degree of organoid-to-organoid variability comparable to that of individual endogenous brains. Furthermore, organoids derived from different stem cell lines show consistent reproducibility in the cell types produced. The data demonstrate that reproducible development of the complex cellular diversity of the central nervous system does not require the context of the embryo, and that establishment of terminal cell identity is a highly constrained process that can emerge from diverse stem cell origins and growth environments.
Single-cell RNA-sequencing analysis demonstrates that individual human brain organoids generate the cellular diversity of the cerebral cortex with organoid-to-organoid variability that is comparable to that of individual endogenous brains.
Journal Article
Single-cell epigenomics reveals mechanisms of human cortical development
2021
During mammalian development, differences in chromatin state coincide with cellular differentiation and reflect changes in the gene regulatory landscape
1
. In the developing brain, cell fate specification and topographic identity are important for defining cell identity
2
and confer selective vulnerabilities to neurodevelopmental disorders
3
. Here, to identify cell-type-specific chromatin accessibility patterns in the developing human brain, we used a single-cell assay for transposase accessibility by sequencing (scATAC-seq) in primary tissue samples from the human forebrain. We applied unbiased analyses to identify genomic loci that undergo extensive cell-type- and brain-region-specific changes in accessibility during neurogenesis, and an integrative analysis to predict cell-type-specific candidate regulatory elements. We found that cerebral organoids recapitulate most putative cell-type-specific enhancer accessibility patterns but lack many cell-type-specific open chromatin regions that are found in vivo. Systematic comparison of chromatin accessibility across brain regions revealed unexpected diversity among neural progenitor cells in the cerebral cortex and implicated retinoic acid signalling in the specification of neuronal lineage identity in the prefrontal cortex. Together, our results reveal the important contribution of chromatin state to the emerging patterns of cell type diversity and cell fate specification and provide a blueprint for evaluating the fidelity and robustness of cerebral organoids as a model for cortical development.
Analysis of chromatin state at a single-cell level in samples of developing human forebrain demonstrate both cell-type-specific and region-specific changes during neurogenesis.
Journal Article
Transcriptional landscape of the prenatal human brain
2014
The anatomical and functional architecture of the human brain is mainly determined by prenatal transcriptional processes. We describe an anatomically comprehensive atlas of the mid-gestational human brain, including
de novo
reference atlases,
in situ
hybridization, ultra-high-resolution magnetic resonance imaging (MRI) and microarray analysis on highly discrete laser-microdissected brain regions. In developing cerebral cortex, transcriptional differences are found between different proliferative and post-mitotic layers, wherein laminar signatures reflect cellular composition and developmental processes. Cytoarchitectural differences between human and mouse have molecular correlates, including species differences in gene expression in subplate, although surprisingly we find minimal differences between the inner and outer subventricular zones even though the outer zone is expanded in humans. Both germinal and post-mitotic cortical layers exhibit fronto-temporal gradients, with particular enrichment in the frontal lobe. Finally, many neurodevelopmental disorder and human-evolution-related genes show patterned expression, potentially underlying unique features of human cortical formation. These data provide a rich, freely-accessible resource for understanding human brain development.
A spatially resolved transcriptional atlas of the mid-gestational developing human brain has been created using laser-capture microdissection and microarray technology, providing a comprehensive reference resource which also enables new hypotheses about the nature of human brain evolution and the origins of neurodevelopmental disorders.
New whole-brain mapping resources
With President Barack Obama's BRAIN (Brain Research through Advancing Innovative Neurotechnologies) initiative now entering year two, this issue of
Nature
presents two landmark papers that mobilize 'big science' resources to the cause. Hongkui Zeng and colleagues present the first brain-wide, mesoscale connectome for a mammalian species — the laboratory mouse — based on cell-type-specific tracing of axonal projections. The wiring diagram of a complete nervous system has long been available for a small roundworm, but neuronal connectivity data for larger animals has been patchy until now. The new three-dimensional Allen Mouse Brain Connectivity Atlas is a whole-brain connectivity matrix that will provide insights into how brain regions communicate. Much of the data generated in this project will be of relevance to investigations of neural networks in humans and should help to further our understanding of human brain connectivity and its involvement in brain disorders. In a separate report Ed Lein and colleagues present a transcriptional atlas of the mid-gestational human brain at high spatial resolution, based on laser microdissection and DNA microarray technology. The structure and function of the human brain is largely determined by prenatal transcriptional processes that initiate gene expression, but our understanding of the developing brain has been limited. The new data set reveals transcriptional signatures for developmental processes associated with the massive expansion of neocortex during human evolution, and suggests new cortical germinal zones or postmitotic neurons as sites of dynamic expression for many genes associated with neurological or psychiatric disorders.
Journal Article
Modeling neural tube development by differentiation of human embryonic stem cells in a microfluidic WNT gradient
by
Barzaghi, Guido
,
Egerod, Kristoffer Lihme
,
Rathore, Gaurav Singh
in
631/136/756/1446
,
631/378/2571/2575
,
631/532/1360
2020
The study of brain development in humans is limited by the lack of tissue samples and suitable in vitro models. Here, we model early human neural tube development using human embryonic stem cells cultured in a microfluidic device. The approach, named microfluidic-controlled stem cell regionalization (MiSTR), exposes pluripotent stem cells to signaling gradients that mimic developmental patterning. Using a WNT-activating gradient, we generated a neural tissue exhibiting progressive caudalization from forebrain to midbrain to hindbrain, including formation of isthmic organizer characteristics. Single-cell transcriptomics revealed that rostro-caudal organization was already established at 24 h of differentiation, and that the first markers of a neural-specific transcription program emerged in the rostral cells at 48 h. The transcriptomic hallmarks of rostro-caudal organization recapitulated gene expression patterns of the early rostro-caudal neural plate in mouse embryos. Thus, MiSTR will facilitate research on the factors and processes underlying rostro-caudal neural tube patterning.
Patterning of the human neural tube is modeled in a microfluidic device.
Journal Article
A patterned human neural tube model using microfluidic gradients
2024
The human nervous system is a highly complex but organized organ. The foundation of its complexity and organization is laid down during regional patterning of the neural tube, the embryonic precursor to the human nervous system. Historically, studies of neural tube patterning have relied on animal models to uncover underlying principles. Recently, models of neurodevelopment based on human pluripotent stem cells, including neural organoids
1
,
2
,
3
,
4
–
5
and bioengineered neural tube development models
6
,
7
,
8
,
9
–
10
, have emerged. However, such models fail to recapitulate neural patterning along both rostral–caudal and dorsal–ventral axes in a three-dimensional tubular geometry, a hallmark of neural tube development. Here we report a human pluripotent stem cell-based, microfluidic neural tube-like structure, the development of which recapitulates several crucial aspects of neural patterning in brain and spinal cord regions and along rostral–caudal and dorsal–ventral axes. This structure was utilized for studying neuronal lineage development, which revealed pre-patterning of axial identities of neural crest progenitors and functional roles of neuromesodermal progenitors and the caudal gene
CDX2
in spinal cord and trunk neural crest development. We further developed dorsal–ventral patterned microfluidic forebrain-like structures with spatially segregated dorsal and ventral regions and layered apicobasal cellular organizations that mimic development of the human forebrain pallium and subpallium, respectively. Together, these microfluidics-based neurodevelopment models provide three-dimensional lumenal tissue architectures with in vivo-like spatiotemporal cell differentiation and organization, which will facilitate the study of human neurodevelopment and disease.
Newly developed microfluidic neural tube-like and forebrain-like structures based on human pluripotent stem cells can model pivotal aspects of neural patterning along both the rostral–caudal and dorsal–ventral axes.
Journal Article
A comprehensive transcriptional map of primate brain development
by
Dolbeare, Tim A.
,
Olson, Eric
,
White, Cassandra
in
631/378/2571/2574
,
631/378/2571/2575
,
631/378/2583
2016
The transcriptional underpinnings of brain development remain poorly understood, particularly in humans and closely related non-human primates. We describe a high-resolution transcriptional atlas of rhesus monkey (
Macaca mulatta
) brain development that combines dense temporal sampling of prenatal and postnatal periods with fine anatomical division of cortical and subcortical regions associated with human neuropsychiatric disease. Gene expression changes more rapidly before birth, both in progenitor cells and maturing neurons. Cortical layers and areas acquire adult-like molecular profiles surprisingly late in postnatal development. Disparate cell populations exhibit distinct developmental timing of gene expression, but also unexpected synchrony of processes underlying neural circuit construction including cell projection and adhesion. Candidate risk genes for neurodevelopmental disorders including primary microcephaly, autism spectrum disorder, intellectual disability, and schizophrenia show disease-specific spatiotemporal enrichment within developing neocortex. Human developmental expression trajectories are more similar to monkey than rodent, although approximately 9% of genes show human-specific regulation with evidence for prolonged maturation or neoteny compared to monkey.
A high-resolution gene expression atlas of prenatal and postnatal brain development of rhesus monkey charts global transcriptional dynamics in relation to brain maturation, while comparative analysis reveals human-specific gene trajectories; candidate risk genes associated with human neurodevelopmental disorders tend to be co-expressed in disease-specific patterns in the developing monkey neocortex.
Gene expression in the primate brain
Following the publication of the mouse and human brain gene expression atlases in recent years, Ed Lein and colleagues now present a high-resolution transcriptional atlas of pre- and post-natal brain development for the rhesus monkey — the dominant non-human primate model for human brain development and disease. The data charts global transcriptional dynamics in relation to brain maturation, while comparative analysis reveals human-specific gene trajectories; candidate risk genes associated with human neurodevelopmental disorders tend to be co-expressed in disease-specific patterns in the developing monkey neocortex.
Journal Article
Evidence for holistic episodic recollection via hippocampal pattern completion
by
Lin, Wen-Jing
,
Horner, Aidan J.
,
Bisby, James A.
in
59/36
,
631/378/1595/1554
,
631/378/2571/2575
2015
Recollection is thought to be the hallmark of episodic memory. Here we provide evidence that the hippocampus binds together the diverse elements forming an event, allowing holistic recollection via pattern completion of all elements. Participants learn complex ‘events’ from multiple overlapping pairs of elements, and are tested on all pairwise associations. At encoding, element ‘types’ (locations, people and objects/animals) produce activation in distinct neocortical regions, while hippocampal activity predicts memory performance for all within-event pairs. When retrieving a pairwise association, neocortical activity corresponding to all event elements is reinstated, including those incidental to the task. Participant’s degree of incidental reinstatement correlates with their hippocampal activity. Our results suggest that event elements, represented in distinct neocortical regions, are bound into coherent ‘event engrams’ in the hippocampus that enable episodic recollection—the re-experiencing or holistic retrieval of all aspects of an event—via a process of hippocampal pattern completion and neocortical reinstatement.
The holistic retrieval of complex event memories is thought to be the hallmark of episodic memory. Here, the authors provide behavioural and neuroimaging evidence that the hippocampus binds together the elements forming an event to allow holistic episodic recollection via pattern completion of all elements.
Journal Article
Genetic and activity-dependent mechanisms underlying interneuron diversity
2017
Key Points
Neuronal diversity has evolved to support complex brain function, and this is exemplified in the great diversity of cortical inhibitory interneuron subtypes.
The developmental origins of interneuron diversity are thought to be attributable either to the early specification of specific progenitors (the progenitor specification model) or to progressive specification through a combination of intrinsic genetic programming and later modification by environmental cues (the progressive specification model).
Cortical interneurons have been shown to be engaged in and contribute to neuronal activity present at every stage in nervous system development. Dependent on the stage, these activities can be spontaneous uncorrelated events or rhythmic oscillations generated by transient or nascent neuronal networks.
Cortical interneuron activity is important for the differentiation of subtype-specific attributes such as layer settling position, morphology, synaptic specificity and molecular markers.
Key aspects of interneuron development are dependent on activity-dependent mechanisms including distinct calcium signalling pathways and associated activity-mediated gene expression.
Although it is now clear that activity supports the specification of cortical interneurons, the precise balance between developmental predisposition and environmental specialization remains unclear. The rapid expansion and use of new molecular techniques promise to soon provide us with a more complete understanding of how interneuron fate is specified. It will also clarify the link between crucial developmental periods and the plasticity within brain circuits required for learning and memory.
Our growing understanding of cortical interneuron diversity has been matched by increasing interest in the underlying developmental mechanisms. Wamsley and Fishell describe current models of interneuron specification, highlighting the contribution of activity-dependent mechanisms to this process.
The proper construction of neural circuits requires the generation of diverse cell types, their distribution to defined regions, and their specific and appropriate wiring. A major objective in neurobiology has been to understand the molecular determinants that link neural birth to terminal specification and functional connectivity, a task that is especially daunting in the case of cortical interneurons. Considerable evidence supports the idea that an interplay of intrinsic and environmental signalling is crucial to the sequential steps of interneuron specification, including migration, selection of a settling position, morphogenesis and synaptogenesis. However, when and how these influences merge to support the appropriate terminal differentiation of different classes of interneurons remains uncertain. In this Review, we discuss a wealth of recent findings that have advanced our understanding of the developmental mechanisms that contribute to the diversification of interneurons and suggest areas of particular promise for further investigation.
Journal Article
The cellular and molecular landscape of hypothalamic patterning and differentiation from embryonic to late postnatal development
2020
The hypothalamus is a central regulator of many innate behaviors essential for survival, but the molecular mechanisms controlling hypothalamic patterning and cell fate specification are poorly understood. To identify genes that control hypothalamic development, we have used single-cell RNA sequencing (scRNA-Seq) to profile mouse hypothalamic gene expression across 12 developmental time points between embryonic day 10 and postnatal day 45. This identified genes that delineated clear developmental trajectories for all major hypothalamic cell types, and readily distinguished major regional subdivisions of the developing hypothalamus. By using our developmental dataset, we were able to rapidly annotate previously unidentified clusters from existing scRNA-Seq datasets collected during development and to identify the developmental origins of major neuronal populations of the ventromedial hypothalamus. We further show that our approach can rapidly and comprehensively characterize mutants that have altered hypothalamic patterning, identifying
Nkx2.1
as a negative regulator of prethalamic identity. These data serve as a resource for further studies of hypothalamic development, physiology, and dysfunction.
The cellular and molecular mechanisms regulating hypothalamic patterning and differentiation are unclear. Here, the authors profiled the transcriptome of the developing hypothalamus at single cell level, providing a resource to hypothalamic development in health and disease.
Journal Article
A multi-scale brain map derived from whole-brain volumetric reconstructions
2021
Animal nervous system organization is crucial for all body functions and its disruption can lead to severe cognitive and behavioural impairment
1
. This organization relies on features across scales—from the localization of synapses at the nanoscale, through neurons, which possess intricate neuronal morphologies that underpin circuit organization, to stereotyped connections between different regions of the brain
2
. The sheer complexity of this organ means that the feat of reconstructing and modelling the structure of a complete nervous system that is integrated across all of these scales has yet to be achieved. Here we present a complete structure–function model of the main neuropil in the nematode
Caenorhabditis elegans
—the nerve ring—which we derive by integrating the volumetric reconstructions from two animals with corresponding
3
synaptic and gap-junctional connectomes. Whereas previously the nerve ring was considered to be a densely packed tract of neural processes, we uncover internal organization and show how local neighbourhoods spatially constrain and support the synaptic connectome. We find that the
C. elegans
connectome is not invariant, but that a precisely wired core circuit is embedded in a background of variable connectivity, and identify a candidate reference connectome for the core circuit. Using this reference, we propose a modular network architecture of the
C. elegans
brain that supports sensory computation and integration, sensorimotor convergence and brain-wide coordination. These findings reveal scalable and robust features of brain organization that may be universal across phyla.
Two complete volumetric reconstructions of the
Caenorhabditis elegans
main neuropil (the nerve ring) reveal multi-scale spatial organization that supports both conserved and variable circuitry, and enables the derivation of a modular structure–function model of the neuropil.
Journal Article