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 brain development that combines dense temporal sampling of prenatal and postnatal periods with fine anatomical parcellation of cortical and subcortical regions associated with human neuropsychiatric disease. Gene expression changes more rapidly before birth, both in progenitor cells and maturing neurons, and cortical layers and areas acquire adult-like molecular profiles surprisingly late postnatally. Disparate cell populations exhibit distinct developmental timing 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, and approximately 9% of genes show human-specific regulation with evidence for prolonged maturation or neoteny.
Neonatal hypoxia-ischaemia (HI) is the most common cause of death and disability in human neonates, and is often associated with persistent motor, sensory, and cognitive impairment. Improved intensive care technology has increased survival without preventing neurological disorder, increasing morbidity throughout the adult population. Early preventative or neuroprotective interventions have the potential to rescue brain development in neonates, yet only one therapeutic intervention is currently licensed for use in developed countries. Recent investigations of the transient cortical layer known as subplate, especially regarding subplate’s secretory role, opens up a novel set of potential molecular modulators of neonatal HI injury. This review examines the biological mechanisms of human neonatal HI, discusses evidence for the relevance of subplate-secreted molecules to this condition, and evaluates available animal models. Neuroserpin, a neuronally released neuroprotective factor, is discussed as a case study for developing new potential pharmacological interventions for use post-ischaemic injury.
SummaryIn the mammalian cortex, neurons and glia form a patterned structure across six layers whose complex cytoarchitectonic arrangement is likely to contribute to cognition. We sequenced transcriptomes from layers 1-6b of different areas (primary and secondary) of the adult (postnatal day 56) mouse somatosensory cortex to understand the transcriptional levels and functional repertoires of coding and noncoding loci for cells constituting these layers. A total of 5,835 protein-coding genes and 66 noncoding RNA loci are differentially expressed (“patterned”) across the layers, on the basis of a machine-learning model (naive Bayes) approach. Layers 2-6b are each associated with specific functional and disease annotations that provide insights into their biological roles. This new resource (http://genserv.anat.ox.ac.uk/layers) greatly extends currently available resources, such as the Allen Mouse Brain Atlas and microarray data sets, by providing quantitative expression levels, by being genome-wide, by including novel loci, and by identifying candidate alternatively spliced transcripts that are differentially expressed across layers.
Subplate neurons have an essential role in cortical circuit formation. They are among the earliest formed neurons of the cerebral cortex, are located at the junction of white and grey matter, and are necessary for correct thalamocortical axon ingrowth. Recent transcriptomic studies have provided opportunities for monitoring and modulating selected subpopulations of these cells. Analyses of mouse lines expressing reporter genes have demonstrated novel, extracortical subplate neurogenesis and have shown how subplate cells are integrated under the influence of sensory activity into cortical and extracortical circuits. Recent studies have revealed that the subplate is involved in neurosecretion and modification of the extracellular milieu.
SummaryGABAergic activity is thought to influence developing neocortical sensory circuits. Yet the late postnatal maturation of local layer (L)4 circuits suggests alternate sources of GABAergic control in nascent thalamocortical networks. We show that a population of L5b, somatostatin (SST)-positive interneuron receives early thalamic synaptic input and, using laser-scanning photostimulation, identify an early transient circuit between these cells and L4 spiny stellates (SSNs) that disappears by the end of the L4 critical period. Sensory perturbation disrupts the transition to a local GABAergic circuit, suggesting a link between translaminar and local control of SSNs. Conditional silencing of SST+ interneurons or conversely biasing the circuit toward local inhibition by overexpression of neuregulin-1 type 1 results in an absence of early L5b GABAergic input in mutants and delayed thalamic innervation of SSNs. These data identify a role for L5b SST+ interneurons in the control of SSNs in the early postnatal neocortex.
The subplate lays the foundation of the developing cerebral cortex, and abnormalities have been suggested to contribute to various brain developmental disorders. The causal relationship between cellular pathologies and cognitive disorders remains unclear, and therefore, a better understanding of the role of subplate cells in cortical development is essential. Only by determining the molecular taxonomy of this diverse class of neurons can we identify the subpopulations that may contribute differentially to cortical development. We identified novel markers for murine subplate cells by comparing gene expression of subplate and layer 6 of primary visual and somatosensory cortical areas of postnatal day (P)8 old mice using a microarray-based approach. We examined the utility of these markers in well-characterized mutants (reeler, scrambler, and p35-KO) where the subplate is displaced in relation to the cortical plate. In situ hybridization or immunohistochemistry confirmed subplate-selective expression of complexin 3, connective tissue growth factor, nuclear receptor-related 1/Nr4a2, and monooxygenase Dbh-like 1 while transmembrane protein 163 also had additional expression in layer 5, and DOPA decarboxylase was also present in the white matter. Localization of marker-positive cells in the reeler and p35-KO cortices suggests different subpopulations of subplate cells. These new markers open up possibilities for further identification of subplate subpopulations in research and in neuropathological diagnosis.
The cerebral cortex constitutes more than half the volume of the human brain and is presumed to be responsible for the neuronal computations underlying complex phenomena, such as perception, thought, language, attention, episodic memory and voluntary movement. Rodent models are extremely valuable for the investigation of brain development, but cannot provide insight into aspects that are unique or highly derived in humans. Many human psychiatric and neurological conditions have developmental origins but cannot be studied adequately in animal models. The human cerebral cortex has some unique genetic, molecular, cellular and anatomical features, which need to be further explored. The Anatomical Society devoted its summer meeting to the topic of Human Brain Development in June 2018 to tackle these important issues. The meeting was organized by Gavin Clowry (Newcastle University) and Zoltán Molnár (University of Oxford), and held at St John's College, Oxford. The participants provided a broad overview of the structure of the human brain in the context of scaling relationships across the brains of mammals, conserved principles and recent changes in the human lineage. Speakers considered how neuronal progenitors diversified in human to generate an increasing variety of cortical neurons. The formation of the earliest cortical circuits of the earliest generated neurons in the subplate was discussed together with their involvement in neurodevelopmental pathologies. Gene expression networks and susceptibility genes associated to neurodevelopmental diseases were discussed and compared with the networks that can be identified in organoids developed from induced pluripotent stem cells that recapitulate some aspects of in vivo development. New views were discussed on the specification of glutamatergic pyramidal and γ‐aminobutyric acid (GABA)ergic interneurons. With the advancement of various in vivo imaging methods, the histopathological observations can be now linked to in vivo normal conditions and to various diseases. Our review gives a general evaluation of the exciting new developments in these areas. The human cortex has a much enlarged association cortex with greater interconnectivity of cortical areas with each other and with an expanded thalamus. The human cortex has relative enlargement of the upper layers, enhanced diversity and function of inhibitory interneurons and a highly expanded transient subplate layer during development. Here we highlight recent studies that address how these differences emerge during development focusing on diverse facets of our evolution.
Subplate cells in the mouse are generally defined as cells located in the subplate layer between the white matter and layer 6a. They are some of the earliest born and maturing cells of the cerebral cortex. The postnatal subplate layer in mouse contains neurons with expression of the presynaptic protein complexin 3 (Cplx3), connective tissue growth factor (CTGF), the orphan nuclear receptor Nr4a2 (Nurr1), and the G-protein-coupled lysophosphatidic acid receptor 1 (Lpar1/Edg2). All 4 of these molecular markers show layer 6b-restricted expression at young postnatal ages, with CTGF expression being the most widespread in the young postnatal subplate. However, all 4 markers overlap in their expression pattern to varying degrees. Here we demonstrate with bromodeoxyuridine birthdating that cells labeled with any 1 of these molecular subplate markers are indeed generated at E11.5 or E12.5 in the mouse. Furthermore, we demonstrate a correlation between gene expression and cell birthdates. Lpar1-GFP cells are preferentially generated on E11.5, whereas Cplx3 or Nurr1-positive cells are equally generated during the 2-day peak of subplate neurogenesis (E11.5-E12.5). Our study also demonstrates that early-born subplate neurons labeled by Cplx3, Nurr1, and Lpar1-GFP survive preferentially after the first postnatal week compared with other subplate neurons.
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