技术资料

Retinal ganglion cells (RGCs) are the projection neurons of the retina and transmit visual information to postsynaptic targets in the brain. While this function is shared among nearly all RGCs,this class of cell is remarkably diverse,comprised of multiple subtypes. Previous efforts have identified numerous RGC subtypes in animal models,but less attention has been paid to human RGCs. Thus,efforts of this study examined the diversity of RGCs differentiated from human pluripotent stem cells (hPSCs) and characterized defined subtypes through the expression of subtype-specific markers. Further investigation of these subtypes was achieved using single-cell transcriptomics,confirming the combinatorial expression of molecular markers associated with these subtypes,and also provided insight into more subtype-specific markers. Thus,the results of this study describe the derivation of RGC subtypes from hPSCs and will support the future exploration of phenotypic and functional diversity within human RGCs. View Publication

Dynamics of GABAergic synaptic components have been studied previously over milliseconds to minutes,revealing mobility of postsynaptic scaffolds and receptors. Here we image inhibitory synapses containing fluorescently tagged postsynaptic scaffold Gephyrin,together with presynaptic vesicular GABA transporter (VGAT) or postsynaptic GABA(A) receptor γ2 subunit (GABA(A)Rγ2),over seconds to days in cultured rat hippocampal neurons,revealing modes of inhibitory synapse formation and remodeling. Entire synapses were mobile,translocating rapidly within a confined region and exhibiting greater nonstochastic motion over multihour periods. Presynaptic and postsynaptic components moved in unison,maintaining close apposition while translocating distances of several micrometers. An observed flux in the density of synaptic puncta partially resulted from the apparent merging and splitting of preexisting clusters. De novo formation of inhibitory synapses was observed,marked by the appearance of stably apposed Gephyrin and VGAT clusters at sites previously lacking either component. Coclustering of GABA(A)Rγ2 supports the identification of such new clusters as synapses. Nascent synapse formation occurred by gradual accumulation of components over several hours,with VGAT clustering preceding that of Gephyrin and GABA(A)Rγ2. Comparing VGAT labeling by active uptake of a luminal domain antibody with post hoc immunocytochemistry indicated that recycling vesicles from preexisting boutons significantly contribute to vesicle pools at the majority of new inhibitory synapses. Although new synapses formed primarily on dendrite shafts,some also formed on dendritic protrusions,without apparent interconversion. Altogether,the long-term imaging of GABAergic presynaptic and postsynaptic components reveals complex dynamics and perpetual remodeling with implications for mechanisms of assembly and synaptic integration. View Publication

Neurotoxicity testing still relies on ethically debated,expensive and time consuming in vivo experiments,which are unsuitable for high-throughput toxicity screening. There is thus a clear need for a rapid in vitro screening strategy that is preferably based on human-derived neurons to circumvent interspecies translation. Recent availability of commercially obtainable human induced pluripotent stem cell (hiPSC)-derived neurons and astrocytes holds great promise in assisting the transition from the current standard of rat primary cortical cultures to an animal-free alternative. We therefore composed several hiPSC-derived neuronal models with different ratios of excitatory and inhibitory neurons in the presence or absence of astrocytes. Using immunofluorescent stainings and multi-well micro-electrode array (mwMEA) recordings we demonstrate that these models form functional neuronal networks that become spontaneously active. The differences in development of spontaneous neuronal activity and bursting behavior as well as spiking patterns between our models confirm the importance of the presence of astrocytes. Preliminary neurotoxicity assessment demonstrates that these cultures can be modulated with known seizurogenic compounds,such as picrotoxin (PTX) and endosulfan,and the neurotoxicant methylmercury (MeHg). However,the chemical-induced effects on different parameters for neuronal activity,such as mean spike rate (MSR) and mean burst rate (MBR),may depend on the ratio of inhibitory and excitatory neurons. Our results thus indicate that hiPSC-derived neuronal models must be carefully designed and characterized prior to large-scale use in neurotoxicity screening. View Publication

The human brain is composed of a complex assembly of about 171 billion heterogeneous cellular units (86 billion neurons and 85 billion non-neuronal glia cells). A comprehensive description of brain cells is necessary to understand the nervous system in health and disease. Recently,advances in genomics have permitted the accurate analysis of the full transcriptome of single cells (scRNA-seq). We have built upon such technical progress to combine scRNA-seq with patch-clamping electrophysiological recording and morphological analysis of single human neurons in vitro. This new powerful method,referred to as Patch-seq,enables a thorough,multimodal profiling of neurons and permits us to expose the links between functional properties,morphology,and gene expression. Here,we present a detailed Patch-seq protocol for isolating single neurons from in vitro neuronal cultures. We have validated the Patch-seq whole-transcriptome profiling method with human neurons generated from embryonic and induced pluripotent stem cells (ESCs/iPSCs) derived from healthy subjects,but the procedure may be applied to any kind of cell type in vitro. Patch-seq may be used on neurons in vitro to profile cell types and states in depth to unravel the human molecular basis of neuronal diversity and investigate the cellular mechanisms underlying brain disorders. View Publication

The essential functions of Polycomb Repressive Complex 1 (PRC1) in development and gene silencing are thought to involve long non-coding RNAs (lncRNAs),but few specific lncRNAs that guide PRC1 activity are known. We screened for lncRNAs which co-precipitate with PRC1 from chromatin and found candidates that impact Polycomb Group protein (PcG)-regulated gene expression in vivo. A novel lncRNA from this screen,CAT7,regulates expression and PcG binding at the MNX1 locus during early neuronal differentiation. CAT7 contains a unique tandem repeat domain which shares high sequence similarity to a non-syntenic zebrafish analog,cat7l. Defects caused by interference of cat7l RNA during zebrafish embryogenesis were rescued by human CAT7 RNA,enhanced by interference of a PRC1 component,and suppressed by interference of a known PRC1 target gene,demonstrating cat7l genetically interacts with a PRC1. We propose a model whereby PRC1 acts in concert with specific lncRNAs,and that CAT7/cat7l represent convergent lncRNAs that independently evolved to tune PRC1 repression at individual loci. View Publication

Down's syndrome (DS),caused by trisomy of human chromosome 21,is the most common genetic cause of intellectual disability. Here we use induced pluripotent stem cells (iPSCs) derived from DS patients to identify a role for astrocytes in DS pathogenesis. DS astroglia exhibit higher levels of reactive oxygen species and lower levels of synaptogenic molecules. Astrocyte-conditioned medium collected from DS astroglia causes toxicity to neurons,and fails to promote neuronal ion channel maturation and synapse formation. Transplantation studies show that DS astroglia do not promote neurogenesis of endogenous neural stem cells in vivo. We also observed abnormal gene expression profiles from DS astroglia. Finally,we show that the FDA-approved antibiotic drug,minocycline,partially corrects the pathological phenotypes of DS astroglia by specifically modulating the expression of S100B,GFAP,inducible nitric oxide synthase,and thrombospondins 1 and 2 in DS astroglia. Our studies shed light on the pathogenesis and possible treatment of DS by targeting astrocytes with a clinically available drug. View Publication

Induced pluripotent stem cell (iPSC)-derived cortical neurons potentially present a powerful new model to understand corticogenesis and neurological disease. Previous work has established that differentiation protocols can produce cortical neurons,but little has been done to characterize these at cellular resolution. In particular,it is unclear to what extent in vitro two-dimensional,relatively disordered culture conditions recapitulate the development of in vivo cortical layer identity. Single-cell multiplex reverse transcriptase-quantitative polymerase chain reaction (RT-qPCR) was used to interrogate the expression of genes previously implicated in cortical layer or phenotypic identity in individual cells. Totally,93.6% of single cells derived from iPSCs expressed genes indicative of neuronal identity. High proportions of single neurons derived from iPSCs expressed glutamatergic receptors and synaptic genes. And,68.4% of iPSC-derived neurons expressing at least one layer marker could be assigned to a laminar identity using canonical cortical layer marker genes. We compared single-cell RNA-seq of our iPSC-derived neurons to available single-cell RNA-seq data from human fetal and adult brain and found that iPSC-derived cortical neurons closely resembled primary fetal brain cells. Unexpectedly,a subpopulation of iPSC-derived neurons co-expressed canonical fetal deep and upper cortical layer markers. However,this appeared to be concordant with data from primary cells. Our results therefore provide reassurance that iPSC-derived cortical neurons are highly similar to primary cortical neurons at the level of single cells but suggest that current layer markers,although effective,may not be able to disambiguate cortical layer identity in all cells. View Publication

Synaptic plasticity is mediated by the dynamic localization of proteins to and from synapses. This is controlled,in part,through activity-induced palmitoylation of synaptic proteins. Here we report that the ability of the palmitoyl-acyl transferase,DHHC5,to palmitoylate substrates in an activity-dependent manner is dependent on changes in its subcellular localization. Under basal conditions,DHHC5 is bound to PSD-95 and Fyn kinase,and is stabilized at the synaptic membrane through Fyn-mediated phosphorylation of a tyrosine residue within the endocytic motif of DHHC5. In contrast,DHHC5's substrate,δ-catenin,is highly localized to dendritic shafts,resulting in the segregation of the enzyme/substrate pair. Neuronal activity disrupts DHHC5/PSD-95/Fyn kinase complexes,enhancing DHHC5 endocytosis,its translocation to dendritic shafts and its association with δ-catenin. Following DHHC5-mediated palmitoylation of δ-catenin,DHHC5 and δ-catenin are trafficked together back into spines where δ-catenin increases cadherin stabilization and recruitment of AMPA receptors to the synaptic membrane. View Publication

Pluripotent human embryonic stem cells (hESCs) have the capability of differentiating into different lineages based on specific environmental cues. We had previously shown that hESCs can be primed to differentiate into either neurons or glial cells,depending on the arrangement,geometry and size of their substrate topography. In particular,anisotropically patterned substrates like gratings were found to favour the differentiation of hESCs into neurons rather than glial cells. In this study,our aim is to elucidate the underlying mechanisms of topography-induced differentiation of hESCs towards neuronal lineages. We show that high actomyosin contractility induced by a nano-grating topography is crucial for neuronal maturation. Treatment of cells with the myosin II inhibitor (blebbistatin) and myosin light chain kinase inhibitor (ML-7) greatly reduces the expression level of microtubule-associated protein 2 (MAP2). On the other hand,our qPCR array results showed that PAX5,BRN3A and NEUROD1 were highly expressed in hESCs grown on nano-grating substrates as compared to unpatterned substrates,suggesting the possible involvement of these genes in topography-mediated neuronal differentiation of hESCs. Interestingly,YAP was localized to the cytoplasm of differentiating hESCs. Taken together,our study has provided new insights in understanding the mechanotransduction of topographical cues during neuronal differentiation of hESCs. View Publication

The effort and cost of obtaining neurons for large-scale screens has limited drug discovery in neuroscience. To overcome these obstacles,we fabricated arrays of releasable polystyrene micro-rafts to generate thousands of uniform,mobile neuron mini-cultures. These mini-cultures sustain synaptically-active neurons which can be easily transferred,thus increasing screening throughput by textgreater30-fold. Compared to conventional methods,micro-raft cultures exhibited significantly improved neuronal viability and sample-to-sample consistency. We validated the screening utility of these mini-cultures for both mouse neurons and human induced pluripotent stem cell-derived neurons by successfully detecting disease-related defects in synaptic transmission and identifying candidate small molecule therapeutics. This affordable high-throughput approach has the potential to transform drug discovery in neuroscience. View Publication