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1.
Bio Protoc ; 13(12): e4698, 2023 Jun 20.
Article in English | MEDLINE | ID: mdl-37397797

ABSTRACT

Expansion microscopy (ExM) is a powerful technique to overcome the diffraction limit of light microscopy that can be applied in both tissues and cells. In ExM, samples are embedded in a swellable polymer gel to physically expand the sample and isotropically increase resolution in x, y, and z. By systematic exploration of the ExM recipe space, we developed a novel ExM method termed Ten-fold Robust Expansion Microscopy (TREx) that, as the original ExM method, requires no specialized equipment or procedures. TREx enables ten-fold expansion of both thick mouse brain tissue sections and cultured human cells, can be handled easily, and enables high-resolution subcellular imaging with a single expansion step. Furthermore, TREx can provide ultrastructural context to subcellular protein localization by combining antibody-stained samples with off-the-shelf small molecule stains for both total protein and membranes.

2.
Nat Methods ; 20(6): 925-934, 2023 Jun.
Article in English | MEDLINE | ID: mdl-37142767

ABSTRACT

The fluorescent glutamate indicator iGluSnFR enables imaging of neurotransmission with genetic and molecular specificity. However, existing iGluSnFR variants exhibit low in vivo signal-to-noise ratios, saturating activation kinetics and exclusion from postsynaptic densities. Using a multiassay screen in bacteria, soluble protein and cultured neurons, we generated variants with improved signal-to-noise ratios and kinetics. We developed surface display constructs that improve iGluSnFR's nanoscopic localization to postsynapses. The resulting indicator iGluSnFR3 exhibits rapid nonsaturating activation kinetics and reports synaptic glutamate release with decreased saturation and increased specificity versus extrasynaptic signals in cultured neurons. Simultaneous imaging and electrophysiology at individual boutons in mouse visual cortex showed that iGluSnFR3 transients report single action potentials with high specificity. In vibrissal sensory cortex layer 4, we used iGluSnFR3 to characterize distinct patterns of touch-evoked feedforward input from thalamocortical boutons and both feedforward and recurrent input onto L4 cortical neuron dendritic spines.


Subject(s)
Glutamic Acid , Synaptic Transmission , Mice , Animals , Glutamic Acid/metabolism , Kinetics , Neurons/physiology , Synapses/physiology
3.
Elife ; 122023 01 20.
Article in English | MEDLINE | ID: mdl-36661218

ABSTRACT

The central nucleus of the amygdala (CEA) is a brain region that integrates external and internal sensory information and executes innate and adaptive behaviors through distinct output pathways. Despite its complex functions, the diversity of molecularly defined neuronal types in the CEA and their contributions to major axonal projection targets have not been examined systematically. Here, we performed single-cell RNA-sequencing (scRNA-seq) to classify molecularly defined cell types in the CEA and identified marker genes to map the location of these neuronal types using expansion-assisted iterative fluorescence in situ hybridization (EASI-FISH). We developed new methods to integrate EASI-FISH with 5-plex retrograde axonal labeling to determine the spatial, morphological, and connectivity properties of ~30,000 molecularly defined CEA neurons. Our study revealed spatiomolecular organization of the CEA, with medial and lateral CEA associated with distinct molecularly defined cell families. We also found a long-range axon projection network from the CEA, where target regions receive inputs from multiple molecularly defined cell types. Axon collateralization was found primarily among projections to hindbrain targets, which are distinct from forebrain projections. This resource reports marker gene combinations for molecularly defined cell types and axon-projection types, which will be useful for selective interrogation of these neuronal populations to study their contributions to the diverse functions of the CEA.


Subject(s)
Central Amygdaloid Nucleus , Central Amygdaloid Nucleus/physiology , In Situ Hybridization, Fluorescence , Neurons/physiology , Axons , Neural Pathways/metabolism
5.
Elife ; 112022 Oct 26.
Article in English | MEDLINE | ID: mdl-36286237

ABSTRACT

Brain function is mediated by the physiological coordination of a vast, intricately connected network of molecular and cellular components. The physiological properties of neural network components can be quantified with high throughput. The ability to assess many animals per study has been critical in relating physiological properties to behavior. By contrast, the synaptic structure of neural circuits is presently quantifiable only with low throughput. This low throughput hampers efforts to understand how variations in network structure relate to variations in behavior. For neuroanatomical reconstruction, there is a methodological gulf between electron microscopic (EM) methods, which yield dense connectomes at considerable expense and low throughput, and light microscopic (LM) methods, which provide molecular and cell-type specificity at high throughput but without synaptic resolution. To bridge this gulf, we developed a high-throughput analysis pipeline and imaging protocol using tissue expansion and light sheet microscopy (ExLLSM) to rapidly reconstruct selected circuits across many animals with single-synapse resolution and molecular contrast. Using Drosophila to validate this approach, we demonstrate that it yields synaptic counts similar to those obtained by EM, enables synaptic connectivity to be compared across sex and experience, and can be used to correlate structural connectivity, functional connectivity, and behavior. This approach fills a critical methodological gap in studying variability in the structure and function of neural circuits across individuals within and between species.


Subject(s)
Connectome , Microscopy , Animals , Connectome/methods , Synapses/physiology , Drosophila , Tissue Expansion
6.
Elife ; 112022 02 18.
Article in English | MEDLINE | ID: mdl-35179128

ABSTRACT

Expansion microscopy (ExM) is a powerful technique to overcome the diffraction limit of light microscopy that can be applied in both tissues and cells. In ExM, samples are embedded in a swellable polymer gel to physically expand the sample and isotropically increase resolution in x, y, and z. The maximum resolution increase is limited by the expansion factor of the gel, which is four-fold for the original ExM protocol. Variations on the original ExM method have been reported that allow for greater expansion factors but at the cost of ease of adoption or versatility. Here, we systematically explore the ExM recipe space and present a novel method termed Ten-fold Robust Expansion Microscopy (TREx) that, like the original ExM method, requires no specialized equipment or procedures. We demonstrate that TREx gels expand 10-fold, can be handled easily, and can be applied to both thick mouse brain tissue sections and cultured human cells enabling high-resolution subcellular imaging with a single expansion step. Furthermore, we show that TREx can provide ultrastructural context to subcellular protein localization by combining antibody-stained samples with off-the-shelf small-molecule stains for both total protein and membranes.


Subject(s)
Brain/anatomy & histology , Cells, Cultured/cytology , Microscopy/methods , Animals , Humans , Mice , Microscopy/instrumentation
7.
Cell ; 184(26): 6361-6377.e24, 2021 12 22.
Article in English | MEDLINE | ID: mdl-34875226

ABSTRACT

Determining the spatial organization and morphological characteristics of molecularly defined cell types is a major bottleneck for characterizing the architecture underpinning brain function. We developed Expansion-Assisted Iterative Fluorescence In Situ Hybridization (EASI-FISH) to survey gene expression in brain tissue, as well as a turnkey computational pipeline to rapidly process large EASI-FISH image datasets. EASI-FISH was optimized for thick brain sections (300 µm) to facilitate reconstruction of spatio-molecular domains that generalize across brains. Using the EASI-FISH pipeline, we investigated the spatial distribution of dozens of molecularly defined cell types in the lateral hypothalamic area (LHA), a brain region with poorly defined anatomical organization. Mapping cell types in the LHA revealed nine spatially and molecularly defined subregions. EASI-FISH also facilitates iterative reanalysis of scRNA-seq datasets to determine marker-genes that further dissociated spatial and morphological heterogeneity. The EASI-FISH pipeline democratizes mapping molecularly defined cell types, enabling discoveries about brain organization.


Subject(s)
Hypothalamic Area, Lateral/metabolism , In Situ Hybridization, Fluorescence , Animals , Biomarkers/metabolism , Gene Expression Profiling , Gene Expression Regulation , Hypothalamic Area, Lateral/cytology , Imaging, Three-Dimensional , Male , Mice, Inbred C57BL , Neurons/metabolism , Neuropeptides/metabolism , Proto-Oncogene Proteins c-fos/metabolism , RNA/metabolism , RNA-Seq , Single-Cell Analysis , Transcription, Genetic
8.
Methods Mol Biol ; 2304: 147-156, 2021.
Article in English | MEDLINE | ID: mdl-34028715

ABSTRACT

Expansion microscopy (ExM) is a method to expand biological specimens ~fourfold in each dimension by embedding in a hyper-swellable gel material. The expansion is uniform across observable length scales, enabling imaging of structures previously too small to resolve. ExM is compatible with any microscope and does not require expensive materials or specialized software, offering effectively sub-diffraction-limited imaging capabilities to labs that are not equipped to use traditional super-resolution imaging methods. Expanded specimens are ~99% water, resulting in strongly reduced optical scattering and enabling imaging of sub-diffraction-limited structures throughout specimens up to several hundred microns in (pre-expansion) thickness.


Subject(s)
Drosophila Proteins/metabolism , Drosophila/metabolism , Zebrafish Proteins/metabolism , Zebrafish/metabolism , Animals , Imaging, Three-Dimensional , Microscopy, Fluorescence , Software , Tissue Embedding
9.
Methods Cell Biol ; 161: 1-14, 2021.
Article in English | MEDLINE | ID: mdl-33478684

ABSTRACT

Super-resolution microscopy methods circumvent the classical diffraction limit of optical microscopy using combinations of specially engineered excitation light, fluorescent dyes, highly sensitive detectors, and reconstruction algorithms. Protein-retention expansion microscopy (ExM) is a method to physically expand biological specimens, enabling effectively sub-diffraction limited imaging on standard microscopes with standard staining reagents. Specimen expansion is driven by a swellable gel material that can be synthesized in situ using off-the-shelf chemicals and materials. The expansion material and process are robust and amenable to further development, which has enabled the emergence of numerous ExM variants with extended capabilities from multiple independent labs. The method presented here is useful for routine expansion of tissue slices and adherent or floating cultured cells, and also forms the basis for these variant methods.


Subject(s)
Fluorescent Dyes , Cell Line , Cells, Cultured , Microscopy, Fluorescence , Staining and Labeling
10.
Science ; 371(6528)2021 01 29.
Article in English | MEDLINE | ID: mdl-33509999

ABSTRACT

Methods for highly multiplexed RNA imaging are limited in spatial resolution and thus in their ability to localize transcripts to nanoscale and subcellular compartments. We adapt expansion microscopy, which physically expands biological specimens, for long-read untargeted and targeted in situ RNA sequencing. We applied untargeted expansion sequencing (ExSeq) to the mouse brain, which yielded the readout of thousands of genes, including splice variants. Targeted ExSeq yielded nanoscale-resolution maps of RNAs throughout dendrites and spines in the neurons of the mouse hippocampus, revealing patterns across multiple cell types, layer-specific cell types across the mouse visual cortex, and the organization and position-dependent states of tumor and immune cells in a human metastatic breast cancer biopsy. Thus, ExSeq enables highly multiplexed mapping of RNAs from nanoscale to system scale.


Subject(s)
Gene Expression Profiling/methods , Molecular Imaging/methods , Sequence Analysis, RNA/methods , Single-Cell Analysis/methods , Animals , Breast Neoplasms/immunology , Breast Neoplasms/pathology , Dendritic Spines , Female , Humans , Mice , Visual Cortex
12.
Elife ; 82019 11 14.
Article in English | MEDLINE | ID: mdl-31724947

ABSTRACT

Animals employ diverse learning rules and synaptic plasticity dynamics to record temporal and statistical information about the world. However, the molecular mechanisms underlying this diversity are poorly understood. The anatomically defined compartments of the insect mushroom body function as parallel units of associative learning, with different learning rates, memory decay dynamics and flexibility (Aso and Rubin, 2016). Here, we show that nitric oxide (NO) acts as a neurotransmitter in a subset of dopaminergic neurons in Drosophila. NO's effects develop more slowly than those of dopamine and depend on soluble guanylate cyclase in postsynaptic Kenyon cells. NO acts antagonistically to dopamine; it shortens memory retention and facilitates the rapid updating of memories. The interplay of NO and dopamine enables memories stored in local domains along Kenyon cell axons to be specialized for predicting the value of odors based only on recent events. Our results provide key mechanistic insights into how diverse memory dynamics are established in parallel memory systems.


Subject(s)
Dopaminergic Neurons/drug effects , Dopaminergic Neurons/metabolism , Memory/physiology , Nitric Oxide/metabolism , Nitric Oxide/pharmacology , Animals , Dopamine/pharmacology , Drosophila Proteins , Drosophila melanogaster/physiology , Learning/physiology , Mushroom Bodies/physiology , Neurotransmitter Agents/metabolism , Odorants , Smell/physiology
13.
Annu Rev Cell Dev Biol ; 35: 683-701, 2019 10 06.
Article in English | MEDLINE | ID: mdl-31424964

ABSTRACT

Expansion microscopy (ExM) is a physical form of magnification that increases the effective resolving power of any microscope. Here, we describe the fundamental principles of ExM, as well as how recently developed ExM variants build upon and apply those principles. We examine applications of ExM in cell and developmental biology for the study of nanoscale structures as well as ExM's potential for scalable mapping of nanoscale structures across large sample volumes. Finally, we explore how the unique anchoring and hydrogel embedding properties enable postexpansion molecular interrogation in a purified chemical environment. ExM promises to play an important role complementary to emerging live-cell imaging techniques, because of its relative ease of adoption and modification and its compatibility with tissue specimens up to at least 200 µm thick.


Subject(s)
Developmental Biology/methods , Microscopy/methods , Animals , Antibodies , Humans , Hydrogels/chemistry , Image Processing, Computer-Assisted , Luminescent Proteins , Microscopy/instrumentation , Microscopy/trends , Molecular Conformation
14.
Nat Methods ; 16(9): 870-874, 2019 09.
Article in English | MEDLINE | ID: mdl-31384047

ABSTRACT

Light-sheet imaging of cleared and expanded samples creates terabyte-sized datasets that consist of many unaligned three-dimensional image tiles, which must be reconstructed before analysis. We developed the BigStitcher software to address this challenge. BigStitcher enables interactive visualization, fast and precise alignment, spatially resolved quality estimation, real-time fusion and deconvolution of dual-illumination, multitile, multiview datasets. The software also compensates for optical effects, thereby improving accuracy and enabling subsequent biological analysis.


Subject(s)
Brain/diagnostic imaging , Brain/metabolism , Green Fluorescent Proteins/metabolism , Image Processing, Computer-Assisted/methods , Microscopy, Fluorescence/methods , Software , Animals , Caenorhabditis elegans , Drosophila , Female , Imaging, Three-Dimensional/methods , Mice
15.
Science ; 362(6420): 1281-1285, 2018 12 14.
Article in English | MEDLINE | ID: mdl-30545883

ABSTRACT

Lithographic nanofabrication is often limited to successive fabrication of two-dimensional (2D) layers. We present a strategy for the direct assembly of 3D nanomaterials consisting of metals, semiconductors, and biomolecules arranged in virtually any 3D geometry. We used hydrogels as scaffolds for volumetric deposition of materials at defined points in space. We then optically patterned these scaffolds in three dimensions, attached one or more functional materials, and then shrank and dehydrated them in a controlled way to achieve nanoscale feature sizes in a solid substrate. We demonstrate that our process, Implosion Fabrication (ImpFab), can directly write highly conductive, 3D silver nanostructures within an acrylic scaffold via volumetric silver deposition. Using ImpFab, we achieve resolutions in the tens of nanometers and complex, non-self-supporting 3D geometries of interest for optical metamaterials.

16.
Curr Protoc Cell Biol ; 80(1): e56, 2018 09.
Article in English | MEDLINE | ID: mdl-30070431

ABSTRACT

Expansion microscopy (ExM) is a recently developed technique that enables nanoscale-resolution imaging of preserved cells and tissues on conventional diffraction-limited microscopes via isotropic physical expansion of the specimens before imaging. In ExM, biomolecules and/or fluorescent labels in the specimen are linked to a dense, expandable polymer matrix synthesized evenly throughout the specimen, which undergoes 3-dimensional expansion by ∼4.5 fold linearly when immersed in water. Since our first report, versions of ExM optimized for visualization of proteins, RNA, and other biomolecules have emerged. Here we describe best-practice, step-by-step ExM protocols for performing analysis of proteins (protein retention ExM, or proExM) as well as RNAs (expansion fluorescence in situ hybridization, or ExFISH), using chemicals and hardware found in a typical biology lab. Furthermore, a detailed protocol for handling and mounting expanded samples and for imaging them with confocal and light-sheet microscopes is provided. © 2018 by John Wiley & Sons, Inc.


Subject(s)
Cells/metabolism , Imaging, Three-Dimensional/methods , Microscopy, Fluorescence/methods , Organ Specificity , Proteins/analysis , RNA/analysis , Animals , Antibodies/metabolism , Fluorescent Dyes/metabolism , Gels , HEK293 Cells , Humans , Luminescent Proteins/metabolism , Mice
17.
Nano Lett ; 17(10): 6131-6139, 2017 10 11.
Article in English | MEDLINE | ID: mdl-28933153

ABSTRACT

To decipher the molecular mechanisms of biological function, it is critical to map the molecular composition of individual cells or even more importantly tissue samples in the context of their biological environment in situ. Immunofluorescence (IF) provides specific labeling for molecular profiling. However, conventional IF methods have finite multiplexing capabilities due to spectral overlap of the fluorophores. Various sequential imaging methods have been developed to circumvent this spectral limit but are not widely adopted due to the common limitation of requiring multirounds of slow (typically over 2 h at room temperature to overnight at 4 °C in practice) immunostaining. We present here a practical and robust method, which we call DNA Exchange Imaging (DEI), for rapid in situ spectrally unlimited multiplexing. This technique overcomes speed restrictions by allowing for single-round immunostaining with DNA-barcoded antibodies, followed by rapid (less than 10 min) buffer exchange of fluorophore-bearing DNA imager strands. The programmability of DEI allows us to apply it to diverse microscopy platforms (with Exchange Confocal, Exchange-SIM, Exchange-STED, and Exchange-PAINT demonstrated here) at multiple desired resolution scales (from ∼300 nm down to sub-20 nm). We optimized and validated the use of DEI in complex biological samples, including primary neuron cultures and tissue sections. These results collectively suggest DNA exchange as a versatile, practical platform for rapid, highly multiplexed in situ imaging, potentially enabling new applications ranging from basic science, to drug discovery, and to clinical pathology.


Subject(s)
DNA/chemistry , Hippocampus/cytology , Immunoconjugates/chemistry , Microscopy, Confocal/methods , Neurons/ultrastructure , Optical Imaging/methods , Protein Interaction Mapping/methods , Animals , Brain/ultrastructure , Cells, Cultured , Fluorescent Dyes/chemistry , Hippocampus/ultrastructure , Mice , Microscopy, Fluorescence/methods , Neurons/cytology , Retina/cytology , Retina/ultrastructure , Staining and Labeling/methods , Synapsins/analysis , Synaptophysin/analysis
18.
Nat Methods ; 14(6): 593-599, 2017 Jun.
Article in English | MEDLINE | ID: mdl-28417997

ABSTRACT

We recently developed a method called expansion microscopy, in which preserved biological specimens are physically magnified by embedding them in a densely crosslinked polyelectrolyte gel, anchoring key labels or biomolecules to the gel, mechanically homogenizing the specimen, and then swelling the gel-specimen composite by ∼4.5× in linear dimension. Here we describe iterative expansion microscopy (iExM), in which a sample is expanded ∼20×. After preliminary expansion a second swellable polymer mesh is formed in the space newly opened up by the first expansion, and the sample is expanded again. iExM expands biological specimens ∼4.5 × 4.5, or ∼20×, and enables ∼25-nm-resolution imaging of cells and tissues on conventional microscopes. We used iExM to visualize synaptic proteins, as well as the detailed architecture of dendritic spines, in mouse brain circuitry.


Subject(s)
Image Enhancement/methods , Micromanipulation/methods , Microscopy/methods , Polymers/chemistry , Specimen Handling/methods , Reproducibility of Results , Sensitivity and Specificity
19.
Proc Natl Acad Sci U S A ; 113(40): 11318-11323, 2016 10 04.
Article in English | MEDLINE | ID: mdl-27647894

ABSTRACT

The dopamine systems of the brain powerfully influence movement and motivation. We demonstrate that striatonigral fibers originating in striosomes form highly unusual bouquet-like arborizations that target bundles of ventrally extending dopamine-containing dendrites and clusters of their parent nigral cell bodies. Retrograde tracing showed that these clustered cell bodies in turn project to the striatum as part of the classic nigrostriatal pathway. Thus, these striosome-dendron formations, here termed "striosome-dendron bouquets," likely represent subsystems with the nigro-striato-nigral loop that are affected in human disorders including Parkinson's disease. Within the bouquets, expansion microscopy resolved many individual striosomal fibers tightly intertwined with the dopamine-containing dendrites and also with afferents labeled by glutamatergic, GABAergic, and cholinergic markers and markers for astrocytic cells and fibers and connexin 43 puncta. We suggest that the striosome-dendron bouquets form specialized integrative units within the dopamine-containing nigral system. Given evidence that striosomes receive input from cortical regions related to the control of mood and motivation and that they link functionally to reinforcement and decision-making, the striosome-dendron bouquets could be critical to dopamine-related function in health and disease.


Subject(s)
Dopamine/metabolism , Dopaminergic Neurons/ultrastructure , Parkinson Disease/physiopathology , Substantia Nigra/ultrastructure , Animals , Basal Ganglia/physiology , Basal Ganglia/ultrastructure , Brain Mapping , Corpus Striatum/metabolism , Corpus Striatum/physiology , Corpus Striatum/ultrastructure , Dendrimers/chemistry , Dendrites/physiology , Dendrites/ultrastructure , Dopaminergic Neurons/metabolism , Humans , Mice , Neostriatum/metabolism , Neostriatum/physiology , Neostriatum/ultrastructure , Parkinson Disease/metabolism , Substantia Nigra/metabolism , Substantia Nigra/physiology
20.
Nat Biotechnol ; 34(9): 987-92, 2016 09.
Article in English | MEDLINE | ID: mdl-27376584

ABSTRACT

Expansion microscopy (ExM) enables imaging of preserved specimens with nanoscale precision on diffraction-limited instead of specialized super-resolution microscopes. ExM works by physically separating fluorescent probes after anchoring them to a swellable gel. The first ExM method did not result in the retention of native proteins in the gel and relied on custom-made reagents that are not widely available. Here we describe protein retention ExM (proExM), a variant of ExM in which proteins are anchored to the swellable gel, allowing the use of conventional fluorescently labeled antibodies and streptavidin, and fluorescent proteins. We validated and demonstrated the utility of proExM for multicolor super-resolution (∼70 nm) imaging of cells and mammalian tissues on conventional microscopes.


Subject(s)
Antibodies, Monoclonal , Brain/cytology , Brain/metabolism , Image Enhancement/methods , Luminescent Proteins , Microscopy, Fluorescence/methods , Animals , HEK293 Cells , HeLa Cells , Humans , Macaca mulatta , Mice , Mice, Inbred C57BL , Reproducibility of Results , Sensitivity and Specificity , Staining and Labeling/methods
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