RESUMEN
Dendritic and axonal morphology reflects the input and output of neurons and is a defining feature of neuronal types1,2, yet our knowledge of its diversity remains limited. Here, to systematically examine complete single-neuron morphologies on a brain-wide scale, we established a pipeline encompassing sparse labelling, whole-brain imaging, reconstruction, registration and analysis. We fully reconstructed 1,741 neurons from cortex, claustrum, thalamus, striatum and other brain regions in mice. We identified 11 major projection neuron types with distinct morphological features and corresponding transcriptomic identities. Extensive projectional diversity was found within each of these major types, on the basis of which some types were clustered into more refined subtypes. This diversity follows a set of generalizable principles that govern long-range axonal projections at different levels, including molecular correspondence, divergent or convergent projection, axon termination pattern, regional specificity, topography, and individual cell variability. Although clear concordance with transcriptomic profiles is evident at the level of major projection type, fine-grained morphological diversity often does not readily correlate with transcriptomic subtypes derived from unsupervised clustering, highlighting the need for single-cell cross-modality studies. Overall, our study demonstrates the crucial need for quantitative description of complete single-cell anatomy in cell-type classification, as single-cell morphological diversity reveals a plethora of ways in which different cell types and their individual members may contribute to the configuration and function of their respective circuits.
Asunto(s)
Encéfalo/citología , Forma de la Célula , Neuronas/clasificación , Neuronas/metabolismo , Análisis de la Célula Individual , Atlas como Asunto , Biomarcadores/metabolismo , Encéfalo/anatomía & histología , Encéfalo/embriología , Encéfalo/metabolismo , Regulación del Desarrollo de la Expresión Génica , Humanos , Neocórtex/anatomía & histología , Neocórtex/citología , Neocórtex/embriología , Neocórtex/metabolismo , Neurogénesis , Neuroglía/citología , Neuronas/citología , RNA-Seq , Reproducibilidad de los ResultadosRESUMEN
An essential step toward understanding brain function is to establish a structural framework with cellular resolution on which multi-scale datasets spanning molecules, cells, circuits and systems can be integrated and interpreted1. Here, as part of the collaborative Brain Initiative Cell Census Network (BICCN), we derive a comprehensive cell type-based anatomical description of one exemplar brain structure, the mouse primary motor cortex, upper limb area (MOp-ul). Using genetic and viral labelling, barcoded anatomy resolved by sequencing, single-neuron reconstruction, whole-brain imaging and cloud-based neuroinformatics tools, we delineated the MOp-ul in 3D and refined its sublaminar organization. We defined around two dozen projection neuron types in the MOp-ul and derived an input-output wiring diagram, which will facilitate future analyses of motor control circuitry across molecular, cellular and system levels. This work provides a roadmap towards a comprehensive cellular-resolution description of mammalian brain architecture.
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Corteza Motora/anatomía & histología , Corteza Motora/citología , Neuronas/clasificación , Animales , Atlas como Asunto , Femenino , Neuronas GABAérgicas/citología , Neuronas GABAérgicas/metabolismo , Glutamatos/metabolismo , Masculino , Ratones , Ratones Endogámicos C57BL , Neuroimagen , Neuronas/citología , Neuronas/metabolismo , Especificidad de Órganos , Análisis de Secuencia de ARN , Análisis de la Célula IndividualRESUMEN
The mammalian cortex is a laminar structure containing many areas and cell types that are densely interconnected in complex ways, and for which generalizable principles of organization remain mostly unknown. Here we describe a major expansion of the Allen Mouse Brain Connectivity Atlas resource1, involving around a thousand new tracer experiments in the cortex and its main satellite structure, the thalamus. We used Cre driver lines (mice expressing Cre recombinase) to comprehensively and selectively label brain-wide connections by layer and class of projection neuron. Through observations of axon termination patterns, we have derived a set of generalized anatomical rules to describe corticocortical, thalamocortical and corticothalamic projections. We have built a model to assign connection patterns between areas as either feedforward or feedback, and generated testable predictions of hierarchical positions for individual cortical and thalamic areas and for cortical network modules. Our results show that cell-class-specific connections are organized in a shallow hierarchy within the mouse corticothalamic network.
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Corteza Cerebral/anatomía & histología , Corteza Cerebral/citología , Vías Nerviosas/anatomía & histología , Vías Nerviosas/citología , Tálamo/anatomía & histología , Tálamo/citología , Animales , Axones/fisiología , Corteza Cerebral/fisiología , Femenino , Integrasas/genética , Integrasas/metabolismo , Masculino , Ratones , Ratones Endogámicos C57BL , Vías Nerviosas/fisiología , Tálamo/fisiologíaRESUMEN
Brain circuits comprise vast numbers of interconnected neurons with diverse molecular, anatomical and physiological properties. To allow targeting of individual neurons for structural and functional studies, we created light-inducible site-specific DNA recombinases based on Cre, Dre and Flp (RecVs). RecVs can induce genomic modifications by one-photon or two-photon light induction in vivo. They can produce targeted, sparse and strong labeling of individual neurons by modifying multiple loci within mouse and zebrafish genomes. In combination with other genetic strategies, they allow intersectional targeting of different neuronal classes. In the mouse cortex they enable sparse labeling and whole-brain morphological reconstructions of individual neurons. Furthermore, these enzymes allow single-cell two-photon targeted genetic modifications and can be used in combination with functional optical indicators with minimal interference. In summary, RecVs enable spatiotemporally precise optogenomic modifications that can facilitate detailed single-cell analysis of neural circuits by linking genetic identity, morphology, connectivity and function.
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Genómica/métodos , Optogenética , Recombinasas/metabolismo , Animales , Encéfalo/citología , Regulación de la Expresión Génica , Ingeniería Genética , Ratones , Neuronas/metabolismo , Recombinasas/genética , Pez CebraRESUMEN
Inward migration of cerebellar granule cells (CGCs) after birth is critical for lamination in the cerebellar cortex. N-methyl-d-aspartate (NMDA) subtype of glutamate receptor (NMDAR) tethering CGCs into Bergmann glial fibers mediates the inward movement during the glial-dependent migratory phase. Activation of NMDAR depends on simultaneous binding of the GluN2 subunit by glutamate, and of the GluN1 subunit by d-serine or glycine; d-serine is believed to be an endogenous ligand of NMDAR. We hypothesized that lamination of the cerebellar cortex may be compromised in Srr (the gene for serine racemase (SR)) mutated mice (Srrnull) because of significantly low levels of d-serine per se. Indeed, the external germinal cell layer (EGL) in Srrnull was thicker than in sibling wild-type (WT) mice on postnatal day7 (P7), which accords with decreased CGC migration in Srrnull mice. However, the cerebellar laminar structure in Srrnull mice was normal on P12 and later. Feeding d-serine to pregnant mice abrogated the increased EGL thickness in Srrnull mice on P7. To determine the underlying mechanism of abnormal laminar structure during cerebellar development in Srrnull mice, we examined NMDAR subunits and their ligands. We found increased GluN2B on P10 and increased glycine during P7-12 in the cerebellar homogenates from Srrnull mice compared with the corresponding values from sibling WT mice. In summary, the study revealed how the potential defect in early cerebellar development caused by Srr mutation is circumvented by a compensatory mechanism. This knowledge advances understanding of the adaptation of cerebellar development under the condition of Srr mutation.
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Cerebelo/crecimiento & desarrollo , Cerebelo/metabolismo , Neurogénesis/fisiología , Racemasas y Epimerasas/deficiencia , Receptores de N-Metil-D-Aspartato/biosíntesis , Animales , Movimiento Celular/fisiología , Ratones , Ratones Mutantes , Mutación , Racemasas y Epimerasas/genética , Receptores de N-Metil-D-Aspartato/agonistasRESUMEN
Evidence indicates that the ubiquitin-proteasome system and the endoplasmic retculum (ER) quality-control system work in concert to ensure that proteins are correctly folded in the ER and that misfolded proteins are retrotransported to the cytosol for degradation by proteasomes. Dysfunction of either system results in developmental abnormalities and even death in animals. This study investigates whether and how proteasome inhibition impacts the components of the calreticulin (CRT)/calnexin (CNX) glycoprotein folding machinery, a typical ER protein quality-control system, in the context of early neuronal injury. Here we report that proteasome inhibitor treatments, at nonlethal levels, reduced protein levels of CRT and ERp57 but not of CNX. These treatments increased protein levels of CRT in culture media, an effect blocked by brefeldin A, an inhibitor of protein trafficking; by contrast, ERp57 was not detected in culture media. Knockdown of CRT levels alone increased the vulnerability of SH-SY5Y, a neuronal cell line, to 6-hydroxydopamine (6-OHDA) toxicity. In a rat model of Parkinson's disease, intrastriatal 6-OHDA lesions resulted in decreased levels of CRT and ERp57 in the midbrain. These findings suggest that reduction of the components of CRT/CNX glycoprotein quality-control system may play a role in neuronal injury in Parkinson's disease and other neurodegenerative disorders associated with dysfunction of the ubiquitin-proteasome system.
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Calnexina/metabolismo , Calreticulina/metabolismo , Regulación de la Expresión Génica/efectos de los fármacos , Inhibidores de Proteasoma/uso terapéutico , Adrenérgicos/toxicidad , Animales , Animales Recién Nacidos , Brefeldino A/farmacología , Células Cultivadas , Modelos Animales de Enfermedad , Retículo Endoplásmico/efectos de los fármacos , Retículo Endoplásmico/metabolismo , Estrés del Retículo Endoplásmico/efectos de los fármacos , Neocórtex/citología , Neuronas/efectos de los fármacos , Neuronas/metabolismo , Neuronas/ultraestructura , Oxidopamina/toxicidad , Enfermedad de Parkinson/tratamiento farmacológico , Enfermedad de Parkinson/etiología , Enfermedad de Parkinson/metabolismo , Enfermedad de Parkinson/patología , Inhibidores de Proteasoma/farmacología , Proteína Disulfuro Isomerasas/metabolismo , Ratas , Ratas Sprague-DawleyRESUMEN
The claustrum (CLA) is a conspicuous subcortical structure interconnected with cortical and subcortical regions. Its regional anatomy and cell-type-specific connections in the mouse remain not fully determined. Using multimodal reference datasets, we confirmed the delineation of the mouse CLA as a single group of neurons embedded in the agranular insular cortex. We quantitatively investigated brain-wide inputs and outputs of CLA using bulk anterograde and retrograde viral tracing data and single neuron tracing data. We found that the prefrontal module has more cell types projecting to the CLA than other cortical modules, with layer 5 IT neurons predominating. We found nine morphological types of CLA principal neurons that topographically innervate functionally linked cortical targets, preferentially the midline cortical areas, secondary motor area, and entorhinal area. Together, this study provides a detailed wiring diagram of the cell-type-specific connections of the mouse CLA, laying a foundation for studying its functions at the cellular level.
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Claustro , Corteza Motora , Ratones , Animales , Claustro/fisiología , Vías Nerviosas/fisiología , Corteza Entorrinal/fisiología , NeuronasRESUMEN
The mammalian brain is composed of diverse neuron types that play different functional roles. Recent single-cell RNA sequencing approaches have led to a whole brain taxonomy of transcriptomically-defined cell types, yet cell type definitions that include multiple cellular properties can offer additional insights into a neuron's role in brain circuits. While the Patch-seq method can investigate how transcriptomic properties relate to the local morphological and electrophysiological properties of cell types, linking transcriptomic identities to long-range projections is a major unresolved challenge. To address this, we collected coordinated Patch-seq and whole brain morphology data sets of excitatory neurons in mouse visual cortex. From the Patch-seq data, we defined 16 integrated morpho-electric-transcriptomic (MET)-types; in parallel, we reconstructed the complete morphologies of 300 neurons. We unified the two data sets with a multi-step classifier, to integrate cell type assignments and interrogate cross-modality relationships. We find that transcriptomic variations within and across MET-types correspond with morphological and electrophysiological phenotypes. In addition, this variation, along with the anatomical location of the cell, can be used to predict the projection targets of individual neurons. We also shed new light on infragranular cell types and circuits, including cell-type-specific, interhemispheric projections. With this approach, we establish a comprehensive, integrated taxonomy of excitatory neuron types in mouse visual cortex and create a system for integrated, high-dimensional cell type classification that can be extended to the whole brain and potentially across species.
RESUMEN
Adenosine A2A receptors (A2ARs) appear early in the retina during postnatal development, but the roles of the A2ARs in the morphogenesis of distinct types of retinal ganglion cells (RGCs) during postnatal development and neonatal inflammatory response remain undetermined. As the RGCs are rather heterogeneous in morphology and functions in the retina, here we resorted to the Thy1-YFPH transgenic mice and three-dimensional (3D) neuron reconstruction to investigate how A2ARs regulate the morphogenesis of three morphologically distinct types of RGCs (namely Type I, II, III) during postnatal development and neonatal inflammation. We found that the A2AR antagonist KW6002 did not change the proportion of the three RGC types during retinal development, but exerted a bidirectional effect on dendritic complexity of Type I and III RGCs and cell type-specifically altered their morphologies with decreased dendrite density of Type I, decreased the dendritic field area of Type II and III, increased dendrite density of Type III RGCs. Moreover, under neonatal inflammation condition, KW6002 specifically increased the proportion of Type I RGCs with enhanced the dendrite surface area and volume and the proportion of Type II RGCs with enlarged the soma area and perimeter. Thus, A2ARs exert distinct control of RGC morphologies to cell type-specifically fine-tune the RGC dendrites during normal development but to mainly suppress RGC soma and dendrite volume under neonatal inflammation.
RESUMEN
Decreased blood flow to the brain causes stroke and damage to neuronal networks. Neuronal damage occurs not only in the infarct core but also in areas away from the infarcts. This study was aimed to assess alterations of the cortical projection neurons that were distantly connected with the infarcts. Unilateral cortical ischemia was generated by middle cerebral artery occlusion in the right somatosensory cortex. Pre-labeled thalamocortical neurons disappeared, whereas contralateral callosal projection neurons survived 48 h post-ischemia. The unilateral ischemia increased the total length, segment length and the spine volume of dendrites from layer V callosal neurons in the homotopic cortex of the contralateral hemisphere. The morphological remolding of the contralateral cortical neurons cannot be reproduced by the spinal cord hemisection that cuts axons of corticospinal projection neurons of layer V. The data suggest that the retrograde degeneration of axons may not account for the early morphological changes in the contralateral cortex. We hypothesize that the loss of innervations from the ischemic cortex may bring in adaptive changes to the connected neurons, and adult cortical neurons can adjust their morphology to meet the reduction of synaptic inputs. This study may improve our understanding of the re-organization of cortical circuits following focal cerebral ischemia and help the development of new treatments designed to minimize the disability associated with stroke.
Asunto(s)
Isquemia Encefálica , Accidente Cerebrovascular , Corteza Cerebral , Humanos , Infarto , Neuronas/fisiologíaRESUMEN
BACKGROUND: Neuron-derived neurotrophic factor (NDNF) is evolutionarily well conserved, being present in invertebrate animals such as the nematode, Caenorhabditis elegans, as well as in the fruit fly, Drosophila melanogaster. Multiple cysteines are conserved between species and secondary structure prediction shows that NDNF is mainly composed of beta-strands. In this study, we aimed to investigate the function of NDNF. RESULTS: NDNF is a glycosylated, disulfide-bonded secretory protein that contains a fibronectin type III domain. NDNF promoted migration and growth and elicited neurite outgrowth of mouse hippocampal neurons in culture. NDNF also protected cultured hippocampal neurons against excitotoxicity and amyloid beta-peptide toxicity. Western blotting showed that NDNF was exclusively expressed in the brain and spinal cord. Immunostaining indicated that NDNF was expressed by neurons and not by astrocytes. Cajal-Retzius cells, cortex neurons, hippocampus neurons, olfactory mitral cells, cerebellar purkinje cells, cerebellar granular cells and spinal neurons were found to be NDNF-positive. NDNF expression was observed in the neurons during development. CONCLUSIONS: The results of this study indicated that NDNF is a novel neurotrophic factor derived from neurons that may be useful in the treatment of neuronal degeneration diseases and nerve injuries.
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Encéfalo/embriología , Encéfalo/metabolismo , Diferenciación Celular/genética , Factores de Crecimiento Nervioso/biosíntesis , Neuronas/metabolismo , Secuencia de Aminoácidos , Animales , Anuros , Secuencia de Bases , Encéfalo/crecimiento & desarrollo , Bovinos , Diferenciación Celular/fisiología , Células Cultivadas , Pollos , Citoprotección/genética , Citoprotección/fisiología , Drosophila , Regulación del Desarrollo de la Expresión Génica/genética , Células HEK293 , Humanos , Ratones , Ratones Endogámicos C57BL , Datos de Secuencia Molecular , Nematodos , Factores de Crecimiento Nervioso/química , Factores de Crecimiento Nervioso/genética , Neurogénesis/fisiología , Neuronas/citología , RatasRESUMEN
The majority of neurons in the neocortex are excitatory pyramidal cells (PCs). Many systematic classification schemes have been proposed based the neuronal morphology, the chemical composition, and the synaptic connectivity, etc. Recently, a cortical column of primary somatosensory cortex (SSC) has been reconstruction and functionally simulated (Markram et al., 2015). Putting forward from this study, here we proposed a simplified classification scheme for PCs in all layers of the SSC by mainly identifying apical dendritic morphology based on a large data set of 3D neuron reconstructions. We used this scheme to classify three types in layer 2, two in layer 3, three in layer 4, four in layer 5, and six types in layer 6. These PC types were visually distinguished and confirmed by quantitative differences in their morphometric properties. The classes yielded using this scheme largely corresponded with PC classes that were defined previously based on other neuronal and synaptic properties such as long-range projects and synaptic innervations, further validating its applicability. Therefore, the morphology information of apical dendrites is sufficient for a simple scheme to classify a spectrum of anatomical types of PCs in the SSC.
RESUMEN
Perinatal inflammatory insult in preterm babies is associated with vision impairment, but the underlying cellular mechanism is still unknown. In this study, we set out to explore whether systemic inflammatory stress affects the development of retinal ganglion cells (RGCs). Neonatal inflammation was induced by single and systemic injection of lipopolysaccharide (LPS, 1â¯mg/kg) at postnatal day 4 (P4). Morphological changes of RGCs were investigated by using 3D neuron reconstruction technique in Thy-1 YFPH transgenic mice at P21, of which a fraction of RGCs selectively expresses the yellow fluorescent protein (YFP). Three types (Type I, II, III) of RGCs were distinguished and classified according to the characteristic features in their dendritic field area and dendrite density. Neonatal exposure to LPS did not alter the composition of the three RGC types but induced a reorganization of dendritic architecture in the RGC Type I and II (but not Type III). The average diameter, surface area and volume of dendrites in both RGC Type I and II were increased after systemic inflammation compared with those in the control group. However, soma sizes of all three RGC types were not affected by neonatal inflammation. Meanwhile, using anterograde labeling of the retinal cells, we found that neonatal exposure to LPS also did not affect the pattern of RGC projections in the dorsal lateral geniculate nucleus of the thalamus (dLGN). These results indicate that RGC dendrite reorganization induced by neonatal inflammation may contribute to the retinal cell dysfunctions associated with systemic inflammation in premature babies.
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Dendritas/patología , Cuerpos Geniculados/patología , Inflamación/patología , Células Ganglionares de la Retina/patología , Vías Visuales/patología , Animales , Animales Recién Nacidos , Inflamación/inducido químicamente , Lipopolisacáridos/administración & dosificación , Ratones Endogámicos C57BLRESUMEN
Dysfunction of the ubiquitin-proteasome system (UPS) and calcium homeostasis has been implicated in the neurodegeneration of Alzheimer's and Parkinson's diseases. The cytosolic calcium concentration is maintained by store-operated calcium entry (SOCE), which is repressed by Alzheimer's disease-associated mutants, such as mutant presenilins. We hypothesized that inhibition of UPS impacts SOCE. This study showed that pretreatment with sub-lethal levels of proteasome inhibitors, including MG-132 and clasto-lactacystin-ß-lactone (LA), reduced SOCE after depletion of endoplasmic reticulum calcium in rat neurons. With the same treatment, MG-132 and LA reduced the protein levels of stromal interaction molecule 1and 2 (STIM1/2), but not the levels of Orai1 and canonical transient receptor potential channel 1 (TRPC1). STIM1 or STIM2 protein was mobilized to lysosome by MG-132/LA treatment as observed under an immunofluorescence confocal laser microscope. In the neurons, MG-132 and LA degraded p62/SQSTM1, promoted autophagy, converted LC3I to LC3II, and promoted co-localization of LC3 and lysosomes. Rapamycin, which enhances autophagy, reduced STIM1/2 protein levels, whereas bafilomycin, which inhibits autophagy, increased their protein levels. The protein levels of STIM1/2 and the amplitude of SOCE were decreased in SH-SY5Y with decreased protein level of proteasome subunit beta type-5 induced by shRNA. We conclude that sub-lethal levels of proteasome inhibition reduce SOCE and promote autophagy-mediated degradation of STIM1/2. UPS inhibition, a common finding in neurodegenerative diseases, interferes with calcium homeostasis via repression of SOCE.
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Calcio/metabolismo , Complejo de la Endopetidasa Proteasomal/efectos adversos , Molécula de Interacción Estromal 1/metabolismo , Molécula de Interacción Estromal 2/metabolismo , Animales , Canales de Calcio/metabolismo , Retículo Endoplásmico/metabolismo , Transporte Iónico/fisiología , Glicoproteínas de Membrana/metabolismo , Proteínas de la Membrana/metabolismo , Neuronas/metabolismo , Complejo de la Endopetidasa Proteasomal/metabolismo , Ratas Sprague-DawleyRESUMEN
Regulation of serine racemase (SR) occurs at transcriptional and translational levels; post-translational modification, cytosolic distribution as well as allosteric effect regulate SR activity. In this study, we report a new route of SR regulation, i.e. oxidative stress and hypermethylation of the srr (gene of SR) promoter correlate with its reduced transcription in aging rat cerebella. We first showed that the mRNA and protein level of srr were decreased in the homogenates of rat cerebellum at age 12 months compared with the counterparts from age 20 days. The reduction of SR protein level in aging cerebella was evidenced by decreased immunostaining observed in the cell body of granule cells or Purkinje cells. Staining for 8-hydroxy-2'-deoxyguanosine (8-OHdG), a marker for oxidative stress to DNA, was much stronger in granule cell or Purkinje cell nuclei from rat cerebella at 12 months compared with staining at 20 days. We further detected srr promoter hypermethylation at 12 months compared with that at 20 days by use of bisulfite sequencing PCR, coinciding with elevated protein levels of DNA methyltransferase 1 (DNMT1) in homogenates of aging cerebella. In vitro, we demonstrated that chronic treatment with the oxidant, menadione (VK3), reduced srr mRNA levels, which was reversed by the DNA demethylating agent 5-Aza-dC-2'-deoxycytidine (5-Aza-dC) in primary cerebellar granule cell cultures. Together, the in vivo and ex vivo results suggest that oxidative DNA stress and srr promoter hypermethylation are associated with reduced srr gene transcription and corresponding reduced protein expression in aging cerebella.