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1.
eNeuro ; 10(12)2023 Dec.
Article in English | MEDLINE | ID: mdl-37945352

ABSTRACT

Antibody (Ab)-based imaging techniques rely on reagents whose performance may be application specific. Because commercial antibodies are validated for only a few purposes, users interested in other applications may have to perform extensive in-house antibody testing. Here, we present a novel application-specific proxy screening step to efficiently identify candidate antibodies for array tomography (AT), a serial section volume microscopy technique for high-dimensional quantitative analysis of the cellular proteome. To identify antibodies suitable for AT-based analysis of synapses in mammalian brain, we introduce a heterologous cell-based assay that simulates characteristic features of AT, such as chemical fixation and resin embedding that are likely to influence antibody binding. The assay was included into an initial screening strategy to generate monoclonal antibodies that can be used for AT. This approach simplifies the screening of candidate antibodies and has high predictive value for identifying antibodies suitable for AT analyses. In addition, we have created a comprehensive database of AT-validated antibodies with a neuroscience focus and show that these antibodies have a high likelihood of success for postembedding applications in general, including immunogold electron microscopy. The generation of a large and growing toolbox of AT-compatible antibodies will further enhance the value of this imaging technique.


Subject(s)
Antibodies, Monoclonal , Tomography , Animals , Immunohistochemistry , Tomography/methods , Synapses , Brain/diagnostic imaging , Mammals
2.
bioRxiv ; 2023 Nov 08.
Article in English | MEDLINE | ID: mdl-37425759

ABSTRACT

Antibody-based imaging techniques rely on reagents whose performance may be application-specific. Because commercial antibodies are validated for only a few purposes, users interested in other applications may have to perform extensive in-house antibody testing. Here we present a novel application-specific proxy screening step to efficiently identify candidate antibodies for array tomography (AT), a serial section volume microscopy technique for high-dimensional quantitative analysis of the cellular proteome. To identify antibodies suitable for AT-based analysis of synapses in mammalian brain, we introduce a heterologous cell-based assay that simulates characteristic features of AT, such as chemical fixation and resin embedding that are likely to influence antibody binding. The assay was included into an initial screening strategy to generate monoclonal antibodies that can be used for AT. This approach simplifies the screening of candidate antibodies and has high predictive value for identifying antibodies suitable for AT analyses. In addition, we have created a comprehensive database of AT-validated antibodies with a neuroscience focus and show that these antibodies have a high likelihood of success for postembedding applications in general, including immunogold electron microscopy. The generation of a large and growing toolbox of AT-compatible antibodies will further enhance the value of this imaging technique.

3.
Science ; 369(6501): 253-254, 2020 07 17.
Article in English | MEDLINE | ID: mdl-32675362
4.
Mol Psychiatry ; 25(9): 2000-2016, 2020 09.
Article in English | MEDLINE | ID: mdl-30967682

ABSTRACT

Postsynaptic trafficking plays a key role in regulating synapse structure and function. While spiny excitatory synapses can be stable throughout adult life, their morphology and function is impaired in Alzheimer's disease (AD). However, little is known about how AD risk genes impact synaptic function. Here we used structured superresolution illumination microscopy (SIM) to study the late-onset Alzheimer's disease (LOAD) risk factor BIN1, and show that this protein is abundant in postsynaptic compartments, including spines. While postsynaptic Bin1 shows colocalization with clathrin, a major endocytic protein, it also colocalizes with the small GTPases Rab11 and Arf6, components of the exocytic pathway. Bin1 participates in protein complexes with Arf6 and GluA1, and manipulations of Bin1 lead to changes in spine morphology, AMPA receptor surface expression and trafficking, and AMPA receptor-mediated synaptic transmission. Our data provide new insights into the mesoscale architecture of postsynaptic trafficking compartments and their regulation by a major LOAD risk factor.


Subject(s)
Alzheimer Disease , Adaptor Proteins, Signal Transducing/genetics , Adult , Humans , Nuclear Proteins , Receptors, AMPA/metabolism , Synapses/metabolism , Synaptic Transmission , Tumor Suppressor Proteins
5.
eNeuro ; 5(5)2018.
Article in English | MEDLINE | ID: mdl-30406183

ABSTRACT

Numerous types of inhibitory neurons sculpt the performance of human neocortical circuits, with each type exhibiting a constellation of subcellular phenotypic features in support of its specialized functions. Axonal myelination has been absent among the characteristics used to distinguish inhibitory neuron types; in fact, very little is known about myelinated inhibitory axons in human neocortex. Here, using array tomography to analyze samples of neurosurgically excised human neocortex, we show that inhibitory myelinated axons originate predominantly from parvalbumin-containing interneurons. Compared to myelinated excitatory axons, they have higher neurofilament and lower microtubule content, shorter nodes of Ranvier, and more myelin basic protein (MBP) in their myelin sheath. Furthermore, these inhibitory axons have more mitochondria, likely to sustain the high energy demands of parvalbumin interneurons, as well as more 2',3'-cyclic nucleotide 3'-phosphodiesterase (CNP), a protein enriched in the myelin cytoplasmic channels that are thought to facilitate the delivery of nutrients from ensheathing oligodendrocytes. Our results demonstrate that myelinated axons of parvalbumin inhibitory interneurons exhibit distinctive features that may support the specialized functions of this neuron type in human neocortical circuits.


Subject(s)
Action Potentials/drug effects , Axons/pathology , Interneurons/drug effects , Neocortex/pathology , Parvalbumins/pharmacology , Adult , Aged , Axons/drug effects , Female , Humans , Interneurons/pathology , Male , Middle Aged , Myelin Basic Protein/metabolism , Myelin Sheath/pathology , Neocortex/drug effects
6.
Front Cell Neurosci ; 12: 346, 2018.
Article in English | MEDLINE | ID: mdl-30356641

ABSTRACT

Neurocan is a chondroitin sulfate proteoglycan present in perineuronal nets, which are associated with closure of the critical period of synaptic plasticity. During postnatal development of the neocortex dendritic spines on pyramidal neurons are initially overproduced; later they are pruned to achieve an appropriate balance of excitatory to inhibitory synapses. Little is understood about how spine pruning is terminated upon maturation. NrCAM (Neuron-glial related cell adhesion molecule) was found to mediate spine pruning as a subunit of the receptor complex for the repellent ligand Semaphorin 3F (Sema3F). As shown here in the postnatal mouse frontal and visual neocortex, Neurocan was localized at both light and electron microscopic level to the cell surface of cortical pyramidal neurons and was adjacent to neuronal processes and dendritic spines. Sema3F-induced spine elimination was inhibited by Neurocan in cortical neuron cultures. Neurocan also blocked Sema3F-induced morphological retraction in COS-7 cells, which was mediated through NrCAM and other subunits of the Sema3F holoreceptor, Neuropilin-2, and PlexinA3. Cell binding and ELISA assays demonstrated an association of Neurocan with NrCAM. Glycosaminoglycan chain interactions of Neurocan were required for inhibition of Sema3F-induced spine elimination, but the C-terminal sushi domain was dispensable. These results describe a novel mechanism wherein Neurocan inhibits NrCAM/Sema3F-induced spine elimination.

7.
Mol Autism ; 9: 54, 2018.
Article in English | MEDLINE | ID: mdl-30364390

ABSTRACT

Background: Loss of UBE3A causes Angelman syndrome, whereas excess UBE3A activity appears to increase the risk for autism. Despite this powerful association with neurodevelopmental disorders, there is still much to be learned about UBE3A, including its cellular and subcellular organization in the human brain. The issue is important, since UBE3A's localization is integral to its function. Methods: We used light and electron microscopic immunohistochemistry to study the cellular and subcellular distribution of UBE3A in the adult human cerebral cortex. Experiments were performed on multiple tissue sources, but our results focused on optimally preserved material, using surgically resected human temporal cortex of high ultrastructural quality from nine individuals. Results: We demonstrate that UBE3A is expressed in both glutamatergic and GABAergic neurons, and to a lesser extent in glial cells. We find that UBE3A in neurons has a non-uniform subcellular distribution. In somata, UBE3A preferentially concentrates in euchromatin-rich domains within the nucleus. Electron microscopy reveals that labeling concentrates in the head and neck of dendritic spines and is excluded from the PSD. Strongest labeling within the neuropil was found in axon terminals. Conclusions: By highlighting the subcellular compartments in which UBE3A is likely to function in the human neocortex, our data provide insight into the diverse functional capacities of this E3 ligase. These anatomical data may help to elucidate the role of UBE3A in Angelman syndrome and autism spectrum disorder.


Subject(s)
Cerebral Cortex/metabolism , Ubiquitin-Protein Ligases/metabolism , Adolescent , Adult , Aged , Aged, 80 and over , Angelman Syndrome/metabolism , Cerebral Cortex/ultrastructure , Epilepsy/metabolism , Female , Glial Fibrillary Acidic Protein/metabolism , Humans , Male , Microscopy, Electron , Middle Aged , Neurons/metabolism , Neurons/ultrastructure , Ubiquitin-Protein Ligases/ultrastructure , Young Adult , gamma-Aminobutyric Acid/metabolism
8.
Front Neuroanat ; 12: 51, 2018.
Article in English | MEDLINE | ID: mdl-30065633

ABSTRACT

Application-specific validation of antibodies is a critical prerequisite for their successful use. Here we introduce an automated framework for characterization and screening of antibodies against synaptic molecules for high-resolution immunofluorescence array tomography (AT). The proposed Synaptic Antibody Characterization Tool (SACT) is designed to provide an automatic, robust, flexible, and efficient tool for antibody characterization at scale. SACT automatically detects puncta of immunofluorescence labeling from candidate antibodies and determines whether a punctum belongs to a synapse. The molecular composition and size of the target synapses expected to contain the antigen is determined by the user, based on biological knowledge. Operationally, the presence of a synapse is defined by the colocalization or adjacency of the candidate antibody punctum to one or more reference antibody puncta. The outputs of SACT are automatically computed measurements such as target synapse density and target specificity ratio that reflect the sensitivity and specificity of immunolabeling with a given candidate antibody. These measurements provide an objective way to characterize and compare the performance of different antibodies against the same target, and can be used to objectively select the antibodies best suited for AT and potentially for other immunolabeling applications.

9.
Sci Rep ; 8(1): 6143, 2018 04 18.
Article in English | MEDLINE | ID: mdl-29670169

ABSTRACT

Perineuronal nets (PNNs) are implicated in closure of critical periods of synaptic plasticity in the brain, but the molecular mechanisms by which PNNs regulate synapse development are obscure. A receptor complex of NCAM and EphA3 mediates postnatal remodeling of inhibitory perisomatic synapses of GABAergic interneurons onto pyramidal cells in the mouse frontal cortex necessary for excitatory/inhibitory balance. Here it is shown that enzymatic removal of PNN glycosaminoglycan chains decreased the density of GABAergic perisomatic synapses in mouse organotypic cortical slice cultures. Neurocan, a key component of PNNs, was expressed in postnatal frontal cortex in apposition to perisomatic synapses of parvalbumin-positive interneurons. Polysialylated NCAM (PSA-NCAM), which is required for ephrin-dependent synapse remodeling, bound less efficiently to neurocan than mature, non-PSA-NCAM. Neurocan bound the non-polysialylated form of NCAM at the EphA3 binding site within the immunoglobulin-2 domain. Neurocan inhibited NCAM/EphA3 association, membrane clustering of NCAM/EphA3 in cortical interneuron axons, EphA3 kinase activation, and ephrin-A5-induced growth cone collapse. These studies delineate a novel mechanism wherein neurocan inhibits NCAM/EphA3 signaling and axonal repulsion, which may terminate postnatal remodeling of interneuron axons to stabilize perisomatic synapses in vivo.


Subject(s)
GABAergic Neurons/metabolism , Interneurons/metabolism , Neural Cell Adhesion Molecules/metabolism , Neurocan/metabolism , Receptor Protein-Tyrosine Kinases/metabolism , Signal Transduction , Animals , Cerebral Cortex/cytology , Cerebral Cortex/metabolism , Humans , Mice , Neural Cell Adhesion Molecules/chemistry , Protein Binding , Protein Interaction Domains and Motifs , Receptor Protein-Tyrosine Kinases/chemistry , Receptor, EphA3
10.
JCI Insight ; 2(20)2017 10 19.
Article in English | MEDLINE | ID: mdl-29046483

ABSTRACT

Genetic defects in the synaptic scaffolding protein gene, SHANK2, are linked to a variety of neuropsychiatric disorders, including autism spectrum disorders, schizophrenia, intellectual disability, and bipolar disorder, but the molecular mechanisms underlying the pleotropic effects of SHANK2 mutations are poorly understood. We generated and characterized a line of Shank2 mutant mice by deleting exon 24 (Δe24). Shank2Δe24-/- mice engage in significantly increased locomotor activity, display abnormal reward-seeking behavior, are anhedonic, have perturbations in circadian rhythms, and show deficits in social and cognitive behaviors. While these phenotypes recapitulate the pleotropic behaviors associated with human SHANK2-related disorders, major behavioral features in these mice are reminiscent of bipolar disorder. For instance, their hyperactivity was augmented with amphetamine but was normalized with the mood stabilizers lithium and valproate. Shank2 deficiency limited to the forebrain recapitulated the bipolar mania phenotype. The composition and functions of NMDA and AMPA receptors were altered at Shank2-deficient synapses, hinting toward the mechanism underlying these behavioral abnormalities. Human genetic findings support construct validity, and the behavioral features in Shank2 Δe24 mice support face and predictive validities of this model for bipolar mania. Further genetic studies to understand the contribution of SHANK2 deficiencies in bipolar disorder are warranted.


Subject(s)
Bipolar Disorder/genetics , Motor Activity/genetics , Nerve Tissue Proteins/genetics , Nerve Tissue Proteins/metabolism , Amphetamine/pharmacology , Anhedonia , Animals , Antimanic Agents/therapeutic use , Behavior, Animal , Central Nervous System Stimulants/pharmacology , Chronobiology Disorders/drug therapy , Chronobiology Disorders/genetics , Cognitive Dysfunction/genetics , Female , Hippocampus/metabolism , Hippocampus/ultrastructure , Lithium Compounds/therapeutic use , Male , Mice , Mice, Knockout , Motor Activity/drug effects , N-Methylaspartate/metabolism , Phenotype , Prosencephalon/metabolism , Receptors, AMPA/metabolism , Receptors, N-Methyl-D-Aspartate/metabolism , Social Behavior Disorders/genetics , Synapses/metabolism
11.
J Neurosci ; 37(46): 11127-11139, 2017 11 15.
Article in English | MEDLINE | ID: mdl-29030434

ABSTRACT

Appropriate excitatory/inhibitory (E/I) balance is essential for normal cortical function and is altered in some psychiatric disorders, including autism spectrum disorders (ASDs). Cell-autonomous molecular mechanisms that control the balance of excitatory and inhibitory synapse function remain poorly understood; no proteins that regulate excitatory and inhibitory synapse strength in a coordinated reciprocal manner have been identified. Using super-resolution imaging, electrophysiology, and molecular manipulations, we show that cadherin-10, encoded by CDH10 within the ASD risk locus 5p14.1, maintains both excitatory and inhibitory synaptic scaffold structure in cultured cortical neurons from rats of both sexes. Cadherin-10 localizes to both excitatory and inhibitory synapses in neocortex, where it is organized into nanoscale puncta that influence the size of their associated PSDs. Knockdown of cadherin-10 reduces excitatory but increases inhibitory synapse size and strength, altering the E/I ratio in cortical neurons. Furthermore, cadherin-10 exhibits differential participation in complexes with PSD-95 and gephyrin, which may underlie its role in maintaining the E/I ratio. Our data provide a new mechanism whereby a protein encoded by a common ASD risk factor controls E/I ratios by regulating excitatory and inhibitory synapses in opposing directions.SIGNIFICANCE STATEMENT The correct balance between excitatory/inhibitory (E/I) is crucial for normal brain function and is altered in psychiatric disorders such as autism. However, the molecular mechanisms that underlie this balance remain elusive. To address this, we studied cadherin-10, an adhesion protein that is genetically linked to autism and understudied at the cellular level. Using a combination of advanced microscopy techniques and electrophysiology, we show that cadherin-10 forms nanoscale puncta at excitatory and inhibitory synapses, maintains excitatory and inhibitory synaptic structure, and is essential for maintaining the correct balance between excitation and inhibition in neuronal dendrites. These findings reveal a new mechanism by which E/I balance is controlled in neurons and may bear relevance to synaptic dysfunction in autism.


Subject(s)
Cadherins/metabolism , Disks Large Homolog 4 Protein/metabolism , Excitatory Postsynaptic Potentials/physiology , Inhibitory Postsynaptic Potentials/physiology , Synapses/metabolism , Animals , Cells, Cultured , Female , HEK293 Cells , Humans , Male , Mice , Protein Binding/physiology , Rats , Rats, Sprague-Dawley
12.
J Neurosci ; 37(31): 7347-7361, 2017 08 02.
Article in English | MEDLINE | ID: mdl-28663201

ABSTRACT

Angelman syndrome (AS) is a debilitating neurodevelopmental disorder caused by loss of function of the maternally inherited UBE3A allele. It is currently unclear how the consequences of this genetic insult unfold to impair neurodevelopment. We reasoned that by elucidating the basis of microcephaly in AS, a highly penetrant syndromic feature with early postnatal onset, we would gain new insights into the mechanisms by which maternal UBE3A loss derails neurotypical brain growth and function. Detailed anatomical analysis of both male and female maternal Ube3a-null mice reveals that microcephaly in the AS mouse model is primarily driven by deficits in the growth of white matter tracts, which by adulthood are characterized by densely packed axons of disproportionately small caliber. Our results implicate impaired axon growth in the pathogenesis of AS and identify noninvasive structural neuroimaging as a potentially valuable tool for gauging therapeutic efficacy in the disorder.SIGNIFICANCE STATEMENT People who maternally inherit a deletion or nonfunctional copy of the UBE3A gene develop Angelman syndrome (AS), a severe neurodevelopmental disorder. To better understand how loss of maternal UBE3A function derails brain development, we analyzed brain structure in a maternal Ube3a knock-out mouse model of AS. We report that the volume of white matter (WM) is disproportionately reduced in AS mice, indicating that deficits in WM development are a major factor underlying impaired brain growth and microcephaly in the disorder. Notably, we find that axons within the WM pathways of AS model mice are abnormally small in caliber. This defect is associated with slowed nerve conduction, which could contribute to behavioral deficits in AS, including motor dysfunction.


Subject(s)
Angelman Syndrome/pathology , Axons/pathology , Microcephaly/pathology , Nerve Fibers/pathology , Ubiquitin-Protein Ligases/genetics , White Matter/pathology , Angelman Syndrome/physiopathology , Animals , Female , Male , Mice , Mice, Inbred C57BL , Mice, Knockout , Microcephaly/physiopathology , White Matter/physiopathology
13.
Mol Biol Cell ; 28(18): 2374-2385, 2017 Sep 01.
Article in English | MEDLINE | ID: mdl-28701345

ABSTRACT

Extracellular netrin-1 and its receptor deleted in colorectal cancer (DCC) promote axon branching in developing cortical neurons. Netrin-dependent morphogenesis is preceded by multimerization of DCC, activation of FAK and Src family kinases, and increases in exocytic vesicle fusion, yet how these occurrences are linked is unknown. Here we demonstrate that tripartite motif protein 9 (TRIM9)-dependent ubiquitination of DCC blocks the interaction with and phosphorylation of FAK. Upon netrin-1 stimulation TRIM9 promotes DCC multimerization, but TRIM9-dependent ubiquitination of DCC is reduced, which promotes an interaction with FAK and subsequent FAK activation. We found that inhibition of FAK activity blocks elevated frequencies of exocytosis in vitro and elevated axon branching in vitro and in vivo. Although FAK inhibition decreased soluble N-ethylmaleimide attachment protein receptor (SNARE)-mediated exocytosis, assembled SNARE complexes and vesicles adjacent to the plasma membrane increased, suggesting a novel role for FAK in the progression from assembled SNARE complexes to vesicle fusion in developing murine neurons.


Subject(s)
Axons/metabolism , Carrier Proteins/metabolism , DCC Receptor/metabolism , Nerve Tissue Proteins/metabolism , Tripartite Motif Proteins/metabolism , Ubiquitin-Protein Ligases/metabolism , Animals , Axons/enzymology , Carrier Proteins/genetics , Cell Membrane/metabolism , Exocytosis/physiology , Female , Focal Adhesion Kinase 1/genetics , Focal Adhesion Kinase 1/metabolism , HEK293 Cells , Humans , Male , Membrane Fusion , Mice , Nerve Tissue Proteins/genetics , Netrin-1/genetics , Netrin-1/metabolism , Neurogenesis/physiology , Neurons/cytology , Neurons/enzymology , Neurons/metabolism , Phosphorylation , Pregnancy , Signal Transduction , Tripartite Motif Proteins/genetics , Ubiquitin-Protein Ligases/genetics , Ubiquitination , src-Family Kinases/metabolism
14.
Proc Natl Acad Sci U S A ; 114(24): E4859-E4867, 2017 06 13.
Article in English | MEDLINE | ID: mdl-28559323

ABSTRACT

Close appositions between the membrane of the endoplasmic reticulum (ER) and other intracellular membranes have important functions in cell physiology. These include lipid homeostasis, regulation of Ca2+ dynamics, and control of organelle biogenesis and dynamics. Although these membrane contacts have previously been observed in neurons, their distribution and abundance have not been systematically analyzed. Here, we have used focused ion beam-scanning electron microscopy to generate 3D reconstructions of intracellular organelles and their membrane appositions involving the ER (distance ≤30 nm) in different neuronal compartments. ER-plasma membrane (PM) contacts were particularly abundant in cell bodies, with large, flat ER cisternae apposed to the PM, sometimes with a notably narrow lumen (thin ER). Smaller ER-PM contacts occurred throughout dendrites, axons, and in axon terminals. ER contacts with mitochondria were abundant in all compartments, with the ER often forming a network that embraced mitochondria. Small focal contacts were also observed with tubulovesicular structures, likely to be endosomes, and with sparse multivesicular bodies and lysosomes found in our reconstructions. Our study provides an anatomical reference for interpreting information about interorganelle communication in neurons emerging from functional and biochemical studies.


Subject(s)
Endoplasmic Reticulum/ultrastructure , Intracellular Membranes/ultrastructure , Neurons/ultrastructure , Animals , Brain/ultrastructure , Dendrites/ultrastructure , Female , Imaging, Three-Dimensional , Male , Mice , Mice, 129 Strain , Mice, Inbred C57BL , Microscopy, Electron, Scanning/methods , Microscopy, Electron, Transmission , Models, Neurological
15.
Elife ; 62017 05 13.
Article in English | MEDLINE | ID: mdl-28500755

ABSTRACT

Focused Ion Beam Scanning Electron Microscopy (FIB-SEM) can automatically generate 3D images with superior z-axis resolution, yielding data that needs minimal image registration and related post-processing. Obstacles blocking wider adoption of FIB-SEM include slow imaging speed and lack of long-term system stability, which caps the maximum possible acquisition volume. Here, we present techniques that accelerate image acquisition while greatly improving FIB-SEM reliability, allowing the system to operate for months and generating continuously imaged volumes > 106 µm3. These volumes are large enough for connectomics, where the excellent z resolution can help in tracing of small neuronal processes and accelerate the tedious and time-consuming human proofreading effort. Even higher resolution can be achieved on smaller volumes. We present example data sets from mammalian neural tissue, Drosophila brain, and Chlamydomonas reinhardtii to illustrate the power of this novel high-resolution technique to address questions in both connectomics and cell biology.


Subject(s)
Brain/ultrastructure , Chlamydomonas reinhardtii/ultrastructure , Imaging, Three-Dimensional/methods , Microscopy, Electron, Scanning/methods , Neurons/ultrastructure , Animals , Drosophila , Mice, Inbred C57BL
16.
PLoS Comput Biol ; 13(4): e1005493, 2017 04.
Article in English | MEDLINE | ID: mdl-28414801

ABSTRACT

Deeper exploration of the brain's vast synaptic networks will require new tools for high-throughput structural and molecular profiling of the diverse populations of synapses that compose those networks. Fluorescence microscopy (FM) and electron microscopy (EM) offer complementary advantages and disadvantages for single-synapse analysis. FM combines exquisite molecular discrimination capacities with high speed and low cost, but rigorous discrimination between synaptic and non-synaptic fluorescence signals is challenging. In contrast, EM remains the gold standard for reliable identification of a synapse, but offers only limited molecular discrimination and is slow and costly. To develop and test single-synapse image analysis methods, we have used datasets from conjugate array tomography (cAT), which provides voxel-conjugate FM and EM (annotated) images of the same individual synapses. We report a novel unsupervised probabilistic method for detection of synapses from multiplex FM (muxFM) image data, and evaluate this method both by comparison to EM gold standard annotated data and by examining its capacity to reproduce known important features of cortical synapse distributions. The proposed probabilistic model-based synapse detector accepts molecular-morphological synapse models as user queries, and delivers a volumetric map of the probability that each voxel represents part of a synapse. Taking human annotation of cAT EM data as ground truth, we show that our algorithm detects synapses from muxFM data alone as successfully as human annotators seeing only the muxFM data, and accurately reproduces known architectural features of cortical synapse distributions. This approach opens the door to data-driven discovery of new synapse types and their density. We suggest that our probabilistic synapse detector will also be useful for analysis of standard confocal and super-resolution FM images, where EM cross-validation is not practical.


Subject(s)
Image Processing, Computer-Assisted/methods , Optical Imaging/methods , Synapses/physiology , Algorithms , Animals , Cerebral Cortex/diagnostic imaging , Computational Biology , Humans , Microscopy, Electron , Models, Statistical , Tomography
17.
J Comp Neurol ; 525(2): 233-251, 2017 02 01.
Article in English | MEDLINE | ID: mdl-27339004

ABSTRACT

Ubiquitination regulates a broad array of cellular processes, and defective ubiquitination is implicated in several neurological disorders. Loss of the E3 ubiquitin-protein ligase UBE3A causes Angelman syndrome. Despite its clinical importance, the normal role of UBE3A in neurons is still unclear. As a step toward deciphering its possible functions, we performed high-resolution light and electron microscopic immunocytochemistry. We report a broad distribution of UBE3A in neurons, highlighted by concentrations in axon terminals and euchromatin-rich nuclear domains. Our findings suggest that UBE3A may act locally to regulate individual synapses while also mediating global, neuronwide influences through the regulation of gene transcription. J. Comp. Neurol. 525:233-251, 2017. © 2016 Wiley Periodicals, Inc.


Subject(s)
Brain/metabolism , Neurons/metabolism , Ubiquitin-Protein Ligases/biosynthesis , Animals , Image Processing, Computer-Assisted , Immunohistochemistry , Male , Mice , Mice, Inbred C57BL , Mice, Knockout , Microscopy, Electron, Transmission
18.
Article in English | MEDLINE | ID: mdl-27594834

ABSTRACT

The postsynaptic density (PSD), apparent in electron micrographs as a dense lamina just beneath the postsynaptic membrane, includes a deeper layer, the "pallium", containing a scaffold of Shank and Homer proteins. Though poorly defined in traditionally prepared thin-section electron micrographs, the pallium becomes denser and more conspicuous during intense synaptic activity, due to the reversible addition of CaMKII and other proteins. In this Perspective article, we review the significance of CaMKII-mediated recruitment of proteins to the pallium with respect to both the trafficking of receptors and the remodeling of spine shape that follow synaptic stimulation. We suggest that the level and duration of CaMKII translocation and activation in the pallium will shape activity-induced changes in the spine.

19.
Science ; 353(6304): 1123-9, 2016 09 09.
Article in English | MEDLINE | ID: mdl-27609886

ABSTRACT

Inhibitory synapses dampen neuronal activity through postsynaptic hyperpolarization. The composition of the inhibitory postsynapse and the mechanistic basis of its regulation, however, remain poorly understood. We used an in vivo chemico-genetic proximity-labeling approach to discover inhibitory postsynaptic proteins. Quantitative mass spectrometry not only recapitulated known inhibitory postsynaptic proteins but also revealed a large network of new proteins, many of which are either implicated in neurodevelopmental disorders or are of unknown function. Clustered regularly interspaced short palindromic repeats (CRISPR) depletion of one of these previously uncharacterized proteins, InSyn1, led to decreased postsynaptic inhibitory sites, reduced the frequency of miniature inhibitory currents, and increased excitability in the hippocampus. Our findings uncover a rich and functionally diverse assemblage of previously unknown proteins that regulate postsynaptic inhibition and might contribute to developmental brain disorders.


Subject(s)
Brain Diseases/metabolism , Hippocampus/metabolism , Nerve Tissue Proteins/metabolism , Neural Inhibition , Post-Synaptic Density/metabolism , Proteome/metabolism , Animals , Brain Diseases/genetics , Carrier Proteins/genetics , Carrier Proteins/metabolism , Clustered Regularly Interspaced Short Palindromic Repeats , Mass Spectrometry , Membrane Proteins/genetics , Membrane Proteins/metabolism , Mice , Mice, Inbred C57BL , Mutation , Nerve Tissue Proteins/genetics
20.
J Neurosci ; 36(23): 6312-20, 2016 06 08.
Article in English | MEDLINE | ID: mdl-27277807

ABSTRACT

UNLABELLED: Long-term potentiation of excitatory synapses on pyramidal neurons in the stratum radiatum rarely occurs in hippocampal area CA2. Here, we present evidence that perineuronal nets (PNNs), a specialized extracellular matrix typically localized around inhibitory neurons, also surround mouse CA2 pyramidal neurons and envelop their excitatory synapses. CA2 pyramidal neurons express mRNA transcripts for the major PNN component aggrecan, identifying these neurons as a novel source for PNNs in the hippocampus. We also found that disruption of PNNs allows synaptic potentiation of normally plasticity-resistant excitatory CA2 synapses; thus, PNNs play a role in restricting synaptic plasticity in area CA2. Finally, we found that postnatal development of PNNs on CA2 pyramidal neurons is modified by early-life enrichment, suggesting that the development of circuits containing CA2 excitatory synapses are sensitive to manipulations of the rearing environment. SIGNIFICANCE STATEMENT: Perineuronal nets (PNNs) are thought to play a major role in restricting synaptic plasticity during postnatal development, and are altered in several models of neurodevelopmental disorders, such as schizophrenia and Rett syndrome. Although PNNs have been predominantly studied in association with inhibitory neurons throughout the brain, we describe a dense expression of PNNs around excitatory pyramidal neurons in hippocampal area CA2. We also provide insight into a previously unrecognized role for PNNs in restricting plasticity at excitatory synapses and raise the possibility of an early critical period of hippocampal plasticity that may ultimately reveal a key mechanism underlying learning and memory impairments of PNN-associated neurodevelopmental disorders.


Subject(s)
CA2 Region, Hippocampal/cytology , Excitatory Postsynaptic Potentials/physiology , Gene Expression Regulation, Developmental/physiology , Nerve Net/physiology , Pyramidal Cells/physiology , Satellite Cells, Perineuronal/physiology , Animals , Animals, Newborn , Excitatory Amino Acid Agents/pharmacology , Excitatory Postsynaptic Potentials/drug effects , Extracellular Matrix/metabolism , Extracellular Matrix Proteins/metabolism , Female , Gene Expression Regulation, Developmental/drug effects , Glutamate Decarboxylase/genetics , Glutamate Decarboxylase/metabolism , Green Fluorescent Proteins/genetics , Green Fluorescent Proteins/metabolism , Male , Membrane Proteins/genetics , Membrane Proteins/metabolism , Mice , Mice, Inbred C57BL , Mice, Transgenic , Nerve Net/drug effects , Nerve Net/ultrastructure , Nerve Tissue Proteins/genetics , Nerve Tissue Proteins/metabolism , Pyramidal Cells/drug effects , Pyramidal Cells/ultrastructure , Satellite Cells, Perineuronal/drug effects
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