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1.
Cell Rep ; 42(5): 112430, 2023 05 30.
Article in English | MEDLINE | ID: mdl-37099425

ABSTRACT

The complex functions of neuronal synapses depend on their tightly interconnected protein network, and their dysregulation is implicated in the pathogenesis of autism spectrum disorders and schizophrenia. However, it remains unclear how synaptic molecular networks are altered biochemically in these disorders. Here, we apply multiplexed imaging to probe the effects of RNAi knockdown of 16 autism- and schizophrenia-associated genes on the simultaneous joint distribution of 10 synaptic proteins, observing several protein composition phenotypes associated with these risk genes. We apply Bayesian network analysis to infer hierarchical dependencies among eight excitatory synaptic proteins, yielding predictive relationships that can only be accessed with single-synapse, multiprotein measurements performed simultaneously in situ. Finally, we find that central features of the network are affected similarly across several distinct gene knockdowns. These results offer insight into the convergent molecular etiology of these widespread disorders and provide a general framework to probe subcellular molecular networks.


Subject(s)
Autism Spectrum Disorder , Autistic Disorder , Schizophrenia , Humans , Autistic Disorder/genetics , Autistic Disorder/metabolism , Schizophrenia/genetics , Schizophrenia/metabolism , Bayes Theorem , Synapses/metabolism , Autism Spectrum Disorder/genetics , Autism Spectrum Disorder/metabolism
2.
eNeuro ; 8(1)2021.
Article in English | MEDLINE | ID: mdl-33355295

ABSTRACT

Neuronal synapses contain hundreds of different protein species important for regulating signal transmission. Characterizing differential expression profiles of proteins within synapses in distinct regions of the brain has revealed a high degree of synaptic diversity defined by unique molecular organization. Multiplexed imaging of in vitro rat primary hippocampal culture models at single synapse resolution offers new opportunities for exploring synaptic reorganization in response to chemical and genetic perturbations. Here, we combine 12-color multiplexed fluorescence imaging with quantitative image analysis and machine learning to identify novel synaptic subtypes within excitatory and inhibitory synapses based on the expression profiles of major synaptic components. We characterize differences in the correlated expression of proteins within these subtypes and we examine how the distribution of these synapses is modified following induction of synaptic plasticity. Under chronic suppression of neuronal activity, phenotypic characterization revealed coordinated increases in both excitatory and inhibitory protein levels without changes in the distribution of synaptic subtypes, suggesting concerted events targeting glutamatergic and GABAergic synapses. Our results offer molecular insight into the mechanisms of synaptic plasticity.


Subject(s)
Neuronal Plasticity , Synapses , Animals , Hippocampus , Neurons , Optical Imaging , Rats , Synaptic Transmission
3.
Nat Commun ; 10(1): 4377, 2019 09 26.
Article in English | MEDLINE | ID: mdl-31558769

ABSTRACT

Synapses contain hundreds of distinct proteins whose heterogeneous expression levels are determinants of synaptic plasticity and signal transmission relevant to a range of diseases. Here, we use diffusible nucleic acid imaging probes to profile neuronal synapses using multiplexed confocal and super-resolution microscopy. Confocal imaging is performed using high-affinity locked nucleic acid imaging probes that stably yet reversibly bind to oligonucleotides conjugated to antibodies and peptides. Super-resolution PAINT imaging of the same targets is performed using low-affinity DNA imaging probes to resolve nanometer-scale synaptic protein organization across nine distinct protein targets. Our approach enables the quantitative analysis of thousands of synapses in neuronal culture to identify putative synaptic sub-types and co-localization patterns from one dozen proteins. Application to characterize synaptic reorganization following neuronal activity blockade reveals coordinated upregulation of the post-synaptic proteins PSD-95, SHANK3 and Homer-1b/c, as well as increased correlation between synaptic markers in the active and synaptic vesicle zones.


Subject(s)
Microscopy, Fluorescence/methods , Neurons/metabolism , Nucleic Acid Probes/metabolism , Oligonucleotides/metabolism , Animals , Animals, Newborn , Cells, Cultured , Diffusion , Disks Large Homolog 4 Protein/metabolism , Mice , Microfilament Proteins , Nerve Tissue Proteins/metabolism , Neuronal Plasticity , Neurons/cytology , Nucleic Acid Probes/chemistry , Oligonucleotides/chemistry , Rats, Sprague-Dawley , Synapses/metabolism , Synaptic Vesicles/metabolism
4.
Methods Mol Biol ; 1538: 13-27, 2017.
Article in English | MEDLINE | ID: mdl-27943180

ABSTRACT

The mechanism underlying the differentiation of pre- and postsynaptic specifications involves the sequential and dynamic recruitment of specific molecules coordinated by bidirectional signaling across the synaptic cleft. In this chapter, we describe the co-culture assay, a useful method to evaluate cell-surface molecules through its ability to promote the recruitment of proteins required for synapse structure and function. The versatility of this simple and reliable method is illustrated by the wide variety of applications ranging from analysis of synaptogenic activity to evaluation of soluble compounds with therapeutic potential. In addition, we provide a framework to enable the co-culture assay as a tool for high-throughput studies, thereby improving the efficiency and sensitivity of this classic method in neuroscience.


Subject(s)
Coculture Techniques , Synapses/physiology , Synaptic Transmission , Animals , Biomarkers , Cell Adhesion Molecules/metabolism , Cell Line , Drug Discovery/methods , Gene Expression , Genes, Reporter , High-Throughput Screening Assays , Hippocampus/cytology , Hippocampus/physiology , Humans , Immunohistochemistry , Microscopy, Confocal/methods , Neurons/cytology , Neurons/physiology , Small Molecule Libraries , Synapses/drug effects
5.
Neuron ; 88(6): 1165-1172, 2015 Dec 16.
Article in English | MEDLINE | ID: mdl-26687224

ABSTRACT

The cleft is an integral part of synapses, yet its macromolecular organization remains unclear. We show here that the cleft of excitatory synapses exhibits a distinct density profile as measured by cryoelectron tomography (cryo-ET). Aiming for molecular insights, we analyzed the synapse-organizing proteins Synaptic Cell Adhesion Molecule 1 (SynCAM 1) and EphB2. Cryo-ET of SynCAM 1 knockout and overexpressor synapses showed that this immunoglobulin protein shapes the cleft's edge. SynCAM 1 delineates the postsynaptic perimeter as determined by immunoelectron microscopy and super-resolution imaging. In contrast, the EphB2 receptor tyrosine kinase is enriched deeper within the postsynaptic area. Unexpectedly, SynCAM 1 can form ensembles proximal to postsynaptic densities, and synapses containing these ensembles were larger. Postsynaptic SynCAM 1 surface puncta were not static but became enlarged after a long-term depression paradigm. These results support that the synaptic cleft is organized on a nanoscale into sub-compartments marked by distinct trans-synaptic complexes.


Subject(s)
Cell Adhesion Molecules/physiology , Cell Adhesion Molecules/ultrastructure , Immunoglobulins/physiology , Immunoglobulins/ultrastructure , Synapses/physiology , Synapses/ultrastructure , Animals , Cell Adhesion Molecule-1 , Cell Adhesion Molecules, Neuronal/physiology , Cell Adhesion Molecules, Neuronal/ultrastructure , Cells, Cultured , Hippocampus/physiology , Hippocampus/ultrastructure , Male , Mice , Mice, 129 Strain , Mice, Inbred C57BL , Mice, Knockout , Mice, Transgenic , Microscopy, Immunoelectron , Neurons/physiology , Neurons/ultrastructure
6.
EMBO J ; 30(23): 4728-38, 2011 Sep 16.
Article in English | MEDLINE | ID: mdl-21926970

ABSTRACT

Synapses are specialized adhesion sites between neurons that are connected by protein complexes spanning the synaptic cleft. These trans-synaptic interactions can organize synapse formation, but their macromolecular properties and effects on synaptic morphology remain incompletely understood. Here, we demonstrate that the synaptic cell adhesion molecule SynCAM 1 self-assembles laterally via its extracellular, membrane-proximal immunoglobulin (Ig) domains 2 and 3. This cis oligomerization generates SynCAM oligomers with increased adhesive capacity and instructs the interactions of this molecule across the nascent and mature synaptic cleft. In immature neurons, cis assembly promotes the adhesive clustering of SynCAM 1 at new axo-dendritic contacts. Interfering with the lateral self-assembly of SynCAM 1 in differentiating neurons strongly impairs its synaptogenic activity. At later stages, the lateral oligomerization of SynCAM 1 restricts synaptic size, indicating that this adhesion molecule contributes to the structural organization of synapses. These results support that lateral interactions assemble SynCAM complexes within the synaptic cleft to promote synapse induction and modulate their structure. These findings provide novel insights into synapse development and the adhesive mechanisms of Ig superfamily members.


Subject(s)
Cell Adhesion Molecules , Immunoglobulins , Neurites/metabolism , Protein Structure, Quaternary/physiology , Synapses/metabolism , Animals , COS Cells , Cell Adhesion/physiology , Cell Adhesion Molecule-1 , Cell Adhesion Molecules/chemistry , Cell Adhesion Molecules/metabolism , Cell Adhesion Molecules, Neuronal/chemistry , Cell Adhesion Molecules, Neuronal/metabolism , Cell Differentiation/physiology , Cells, Cultured , Chlorocebus aethiops , Coculture Techniques , Fluorescence Resonance Energy Transfer , HEK293 Cells , Hippocampus/cytology , Humans , Immunoglobulins/chemistry , Immunoglobulins/metabolism , Immunohistochemistry , Mice
7.
Neurobiol Dis ; 41(1): 209-18, 2011 Jan.
Article in English | MEDLINE | ID: mdl-20883783

ABSTRACT

Niemann-Pick type C (NPC) is a neurodegenerative disease characterized by the intralysosomal accumulation of cholesterol leading to neuronal apoptosis. We have previously reported the activation of the c-Abl/p73 proapoptotic pathway in the cerebellum of NPC mice; however, upstream signals underlying the engagement of this pathway remain unknown. Here, we investigate the possible role of oxidative stress in the activation of c-Abl/p73 using different in vitro and in vivo NPC models. Our results indicate a close temporal correlation between the appearance of nitrotyrosine (N-Tyr; a post-translational tyrosine modification caused by oxidative stress) and the activation of c-Abl/p73 in NPC models. To test the functional role of oxidative stress in NPC, we have treated NPC neurons with the antioxidant NAC and observed a dramatic decrease of c-Abl/p73 activation and a reduction in the levels of apoptosis in NPC models. In conclusion, our data suggest that oxidative stress is the main upstream stimulus activating the c-Abl/p73 pathway and neuronal apoptosis in NPC neurons.


Subject(s)
Apoptosis/physiology , DNA-Binding Proteins/physiology , Neurons/metabolism , Niemann-Pick Disease, Type C/metabolism , Niemann-Pick Disease, Type C/pathology , Nuclear Proteins/physiology , Oxidative Stress/physiology , Proto-Oncogene Proteins c-abl/physiology , Tumor Suppressor Proteins/physiology , Up-Regulation/physiology , Animals , DNA-Binding Proteins/metabolism , Disease Models, Animal , Down-Regulation/drug effects , Down-Regulation/physiology , Mice , Mice, Inbred BALB C , Neurons/pathology , Niemann-Pick Disease, Type C/genetics , Nuclear Proteins/metabolism , Proto-Oncogene Proteins c-abl/metabolism , Rats , Rats, Sprague-Dawley , Tumor Protein p73 , Tumor Suppressor Proteins/metabolism , Up-Regulation/drug effects
8.
Neurobiol Aging ; 32(7): 1249-61, 2011 Jul.
Article in English | MEDLINE | ID: mdl-19700222

ABSTRACT

The c-Abl tyrosine kinase is an important link in signal transduction pathways that promote cytoskeletal rearrangement and apoptotic signalling. We have previously shown that amyloid-ß-peptide (Aß) activates c-Abl. Herein we show that c-Abl participates in Aß-induced tau phosphorylation through Cdk5 activation. We found that intraperitoneal administration of STI571, a specific inhibitor for c-Abl kinase, decreased tau phosphorylation in the APPswe/PSEN1ΔE9 transgenic mouse brain. In addition, when neurons were treated with Aß we observed: (i) an increase in active c-Abl and tau phosphorylation, (ii) the prevention of tau phosphorylation by STI571 and (iii) the inhibition of c-Abl expression by shRNA, as well as the expression of a c-Abl kinase death mutant, decreased AT8 and PHF1 signals. Furthermore, the increase of c-Abl was associated with Tyr15 phosphorylation of Cdk5 and its association with c-Abl. Brains from APPswe/PSEN1ΔE9 mice showed higher levels of c-Abl and phospho-Cdk5 than wild-type mice. Moreover, STI571 treatment decreased the phospho-Cdk5 levels. Together, the evidence suggests that activation of c-Abl by Aß promotes tau phosphorylation through Tyr15 phosphorylation-mediated Cdk5 activation.


Subject(s)
Alzheimer Disease/enzymology , Alzheimer Disease/pathology , Hippocampus/enzymology , Proto-Oncogene Proteins c-abl/physiology , tau Proteins/metabolism , tau Proteins/toxicity , Alzheimer Disease/drug therapy , Amyloid beta-Protein Precursor/physiology , Animals , Cells, Cultured , Disease Models, Animal , Hippocampus/pathology , Hippocampus/physiopathology , Humans , Mice , Mice, Transgenic , Phosphorylation/physiology , Proto-Oncogene Proteins c-abl/antagonists & inhibitors , Rats , Rats, Sprague-Dawley , tau Proteins/antagonists & inhibitors
9.
Neuron ; 68(5): 894-906, 2010 Dec 09.
Article in English | MEDLINE | ID: mdl-21145003

ABSTRACT

Synaptogenesis is required for wiring neuronal circuits in the developing brain and continues to remodel adult networks. However, the molecules organizing synapse development and maintenance in vivo remain incompletely understood. We now demonstrate that the immunoglobulin adhesion molecule SynCAM 1 dynamically alters synapse number and plasticity. Overexpression of SynCAM 1 in transgenic mice promotes excitatory synapse number, while loss of SynCAM 1 results in fewer excitatory synapses. By turning off SynCAM 1 overexpression in transgenic brains, we show that it maintains the newly induced synapses. SynCAM 1 also functions at mature synapses to alter their plasticity by regulating long-term depression. Consistent with these effects on neuronal connectivity, SynCAM 1 expression affects spatial learning, with knock-out mice learning better. The reciprocal effects of increased SynCAM 1 expression and loss reveal that this adhesion molecule contributes to the regulation of synapse number and plasticity, and impacts how neuronal networks undergo activity-dependent changes.


Subject(s)
Cell Adhesion Molecules/metabolism , Immunoglobulins/metabolism , Long-Term Synaptic Depression/physiology , Maze Learning/physiology , Neuronal Plasticity/physiology , Synapses/metabolism , Animals , Cell Adhesion Molecule-1 , Cell Adhesion Molecules/genetics , Cell Adhesion Molecules, Neuronal/genetics , Cell Adhesion Molecules, Neuronal/metabolism , Immunoglobulins/genetics , Long-Term Synaptic Depression/genetics , Mice , Mice, 129 Strain , Mice, Knockout , Mice, Neurologic Mutants , Mice, Transgenic , Neuronal Plasticity/genetics , Spatial Behavior , Synapses/genetics , Synaptic Membranes/genetics , Synaptic Membranes/metabolism
10.
J Neurosci ; 30(10): 3728-38, 2010 Mar 10.
Article in English | MEDLINE | ID: mdl-20220006

ABSTRACT

The c-Abl tyrosine kinase is present in mouse brain synapses, but its precise synaptic function is unknown. We found that c-Abl levels in the rat hippocampus increase postnatally, with expression peaking at the first postnatal week. In 14 d in vitro hippocampal neuron cultures, c-Abl localizes primarily to the postsynaptic compartment, in which it colocalizes with the postsynaptic scaffold protein postsynaptic density protein-95 (PSD-95) in apposition to presynaptic markers. c-Abl associates with PSD-95, and chemical or genetic inhibition of c-Abl kinase activity reduces PSD-95 tyrosine phosphorylation, leading to reduced PSD-95 clustering and reduced synapses in treated neurons. c-Abl can phosphorylate PSD-95 on tyrosine 533, and mutation of this residue reduces the ability of PSD-95 to cluster at postsynaptic sites. Our results indicate that c-Abl regulates synapse formation by mediating tyrosine phosphorylation and clustering of PSD-95.


Subject(s)
Intracellular Signaling Peptides and Proteins/metabolism , Membrane Proteins/metabolism , Proto-Oncogene Proteins c-abl/physiology , Synapses/metabolism , Tyrosine/metabolism , Animals , Biomarkers/metabolism , Cell Line , Cells, Cultured , Disks Large Homolog 4 Protein , Humans , Male , Membrane Proteins/ultrastructure , Mice , Mice, Knockout , Phosphorylation/physiology , Proto-Oncogene Proteins c-abl/ultrastructure , Rats , Rats, Sprague-Dawley , Synapses/ultrastructure
11.
Biochem Biophys Res Commun ; 338(2): 1103-9, 2005 Dec 16.
Article in English | MEDLINE | ID: mdl-16259958

ABSTRACT

It has been proposed that homocysteine (Hcy)-induces endothelial dysfunction and atherosclerosis by generation of reactive oxygen species (ROS). A previous report has shown that Hcy promotes mitochondrial damage. Considering that oxidative stress can affect mitochondrial biogenesis, we hypothesized that Hcy-induced ROS in endothelial cells may lead to increased mitochondrial biogenesis. We found that Hcy-induced ROS (1.85-fold), leading to a NF-kappaB activation and increase the formation of 3-nitrotyrosine. Furthermore, expression of the mitochondrial biogenesis factors, nuclear respiratory factor-1 and mitochondrial transcription factor A, was significantly elevated in Hcy-treated cells. These changes were accompanied by increase in mitochondrial mass and higher mRNA and protein expression of the subunit III of cytochrome c oxidase. These effects were significantly prevented by pretreatment with the antioxidants, catechin and trolox. Taken together, our results suggest that ROS is an important mediator of mitochondrial biogenesis induced by Hcy, and that modulation of oxidative stress by antioxidants may protect against the adverse vascular effects of Hcy.


Subject(s)
Antioxidants/metabolism , Endothelial Cells/metabolism , Homocysteine/administration & dosage , Mitochondria/diagnostic imaging , Mitochondria/metabolism , Oxidative Stress/physiology , Reactive Oxygen Species/metabolism , Cell Proliferation/drug effects , Cells, Cultured , Dose-Response Relationship, Drug , Endothelial Cells/drug effects , Humans , Mitochondria/drug effects , Oxidative Stress/drug effects , Ultrasonography
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