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1.
Methods Mol Biol ; 2440: 211-222, 2022.
Article in English | MEDLINE | ID: mdl-35218542

ABSTRACT

Since its introduction in 2015, expansion microscopy (ExM) allowed imaging a broad variety of biological structures in many models, at nanoscale resolution. Here, we describe in detail a protocol for application of ExM in whole-brains of zebrafish larvae and intact embryos, and discuss the considerations involved in the imaging of nonflat, whole-organ or organism samples, more broadly.


Subject(s)
Microscopy , Zebrafish , Animals , Brain , Larva , Microscopy/methods
2.
Neuron ; 107(3): 470-486.e11, 2020 08 05.
Article in English | MEDLINE | ID: mdl-32592656

ABSTRACT

Methods for one-photon fluorescent imaging of calcium dynamics can capture the activity of hundreds of neurons across large fields of view at a low equipment complexity and cost. In contrast to two-photon methods, however, one-photon methods suffer from higher levels of crosstalk from neuropil, resulting in a decreased signal-to-noise ratio and artifactual correlations of neural activity. We address this problem by engineering cell-body-targeted variants of the fluorescent calcium indicators GCaMP6f and GCaMP7f. We screened fusions of GCaMP to natural, as well as artificial, peptides and identified fusions that localized GCaMP to within 50 µm of the cell body of neurons in mice and larval zebrafish. One-photon imaging of soma-targeted GCaMP in dense neural circuits reported fewer artifactual spikes from neuropil, an increased signal-to-noise ratio, and decreased artifactual correlation across neurons. Thus, soma-targeting of fluorescent calcium indicators facilitates usage of simple, powerful, one-photon methods for imaging neural calcium dynamics.


Subject(s)
Brain/diagnostic imaging , Calcium/metabolism , Cell Body/pathology , Neurons/pathology , Optical Imaging/methods , Animals , Artifacts , Brain/metabolism , Brain/pathology , Calcium-Binding Proteins , Cell Body/metabolism , Green Fluorescent Proteins , Mice , Neurons/metabolism , Neuropil , Zebrafish
4.
Nat Chem Biol ; 14(4): 352-360, 2018 04.
Article in English | MEDLINE | ID: mdl-29483642

ABSTRACT

We developed a new way to engineer complex proteins toward multidimensional specifications using a simple, yet scalable, directed evolution strategy. By robotically picking mammalian cells that were identified, under a microscope, as expressing proteins that simultaneously exhibit several specific properties, we can screen hundreds of thousands of proteins in a library in just a few hours, evaluating each along multiple performance axes. To demonstrate the power of this approach, we created a genetically encoded fluorescent voltage indicator, simultaneously optimizing its brightness and membrane localization using our microscopy-guided cell-picking strategy. We produced the high-performance opsin-based fluorescent voltage reporter Archon1 and demonstrated its utility by imaging spiking and millivolt-scale subthreshold and synaptic activity in acute mouse brain slices and in larval zebrafish in vivo. We also measured postsynaptic responses downstream of optogenetically controlled neurons in C. elegans.


Subject(s)
Directed Molecular Evolution/methods , Luminescent Proteins/chemistry , Protein Engineering/methods , Robotics , Zebrafish/embryology , Animals , Brain/diagnostic imaging , Caenorhabditis elegans , Cell Separation , Female , Flow Cytometry , Fluorescence , Gene Library , Genes, Reporter , HEK293 Cells , Hippocampus/cytology , Humans , Male , Mice , Microscopy, Fluorescence , Neurons/cytology , Optogenetics
5.
Proc Natl Acad Sci U S A ; 114(50): E10799-E10808, 2017 12 12.
Article in English | MEDLINE | ID: mdl-29162696

ABSTRACT

Expansion microscopy (ExM) allows scalable imaging of preserved 3D biological specimens with nanoscale resolution on fast diffraction-limited microscopes. Here, we explore the utility of ExM in the larval and embryonic zebrafish, an important model organism for the study of neuroscience and development. Regarding neuroscience, we found that ExM enabled the tracing of fine processes of radial glia, which are not resolvable with diffraction-limited microscopy. ExM further resolved putative synaptic connections, as well as molecular differences between densely packed synapses. Finally, ExM could resolve subsynaptic protein organization, such as ring-like structures composed of glycine receptors. Regarding development, we used ExM to characterize the shapes of nuclear invaginations and channels, and to visualize cytoskeletal proteins nearby. We detected nuclear invagination channels at late prophase and telophase, potentially suggesting roles for such channels in cell division. Thus, ExM of the larval and embryonic zebrafish may enable systematic studies of how molecular components are configured in multiple contexts of interest to neuroscience and developmental biology.


Subject(s)
Microscopy/methods , Zebrafish/anatomy & histology , Animals , Brain/ultrastructure , Cell Nucleus/ultrastructure , Developmental Biology/methods , Larva/anatomy & histology , Neurosciences/methods , Synapses/ultrastructure , Zebrafish/embryology
6.
Elife ; 62017 07 25.
Article in English | MEDLINE | ID: mdl-28742018

ABSTRACT

The function of the brain is unlikely to be understood without an accurate description of its output, yet the nature of movement elements and their organization remains an open problem. Here, movement elements are identified from dynamics of walking in flies, using unbiased criteria. On one time scale, dynamics of walking are consistent over hundreds of milliseconds, allowing elementary features to be defined. Over longer periods, walking is well described by a stochastic process composed of these elementary features, and a generative model of this process reproduces individual behavior sequences accurately over seconds or longer. Within elementary features, velocities diverge, suggesting that dynamical stability of movement elements is a weak behavioral constraint. Rather, long-term instability can be limited by the finite memory between these elementary features. This structure suggests how complex dynamics may arise in biological systems from elements whose combination need not be tuned for dynamic stability.


Subject(s)
Drosophila melanogaster/physiology , Animals , Behavior, Animal , Models, Neurological , Motor Activity , Walking
7.
Genetics ; 196(3): 615-23, 2014 Mar.
Article in English | MEDLINE | ID: mdl-24374352

ABSTRACT

Determining the genomic locations of transposable elements is a common experimental goal. When mapping large collections of transposon insertions, individualized amplification and sequencing is both time consuming and costly. We describe an approach in which large numbers of insertion lines can be simultaneously mapped in a single DNA sequencing reaction by using digital error-correcting codes to encode line identity in a unique set of barcoded pools.


Subject(s)
DNA Transposable Elements , Drosophila melanogaster/genetics , Genomics/methods , Animals , Chromosome Mapping , Genome, Insect , High-Throughput Nucleotide Sequencing , Sequence Analysis, DNA
8.
Neuron ; 79(1): 111-27, 2013 Jul 10.
Article in English | MEDLINE | ID: mdl-23849199

ABSTRACT

In the visual system, peripheral processing circuits are often tuned to specific stimulus features. How this selectivity arises and how these circuits are organized to inform specific visual behaviors is incompletely understood. Using forward genetics and quantitative behavioral studies, we uncover an input channel to motion detecting circuitry in Drosophila. The second-order neuron L3 acts combinatorially with two previously known inputs, L1 and L2, to inform circuits specialized to detect moving light and dark edges. In vivo calcium imaging of L3, combined with neuronal silencing experiments, suggests a neural mechanism to achieve selectivity for moving dark edges. We further demonstrate that different innate behaviors, turning and forward movement, can be independently modulated by visual motion. These two behaviors make use of different combinations of input channels. Such modular use of input channels to achieve feature extraction and behavioral specialization likely represents a general principle in sensory systems.


Subject(s)
Behavior, Animal/physiology , Calcium/metabolism , Motion Perception/physiology , Nerve Net/physiology , Neurons/physiology , Animals , Animals, Genetically Modified , Drosophila , Models, Neurological , Photic Stimulation , Visual Pathways/physiology
9.
Neuron ; 78(6): 1075-89, 2013 Jun 19.
Article in English | MEDLINE | ID: mdl-23791198

ABSTRACT

Early stages of visual processing must capture complex, dynamic inputs. While peripheral neurons often implement efficient encoding by exploiting natural stimulus statistics, downstream neurons are specialized to extract behaviorally relevant features. How do these specializations arise? We use two-photon imaging in Drosophila to characterize a first-order interneuron, L2, that provides input to a pathway specialized for detecting moving dark edges. GABAergic interactions, mediated in part presynaptically, create an antagonistic and anisotropic center-surround receptive field. This receptive field is spatiotemporally coupled, applying differential temporal processing to large and small dark objects, achieving significant specialization. GABAergic circuits also mediate OFF responses and balance these with responses to ON stimuli. Remarkably, the functional properties of L2 are strikingly similar to those of bipolar cells, yet emerge through different molecular and circuit mechanisms. Thus, evolution appears to have converged on a common strategy for processing visual information at the first synapse.


Subject(s)
GABAergic Neurons/physiology , Motion Perception/physiology , Photic Stimulation/methods , Visual Cortex/physiology , Visual Fields/physiology , Visual Pathways/physiology , Animals , Animals, Genetically Modified , Drosophila , Gene Knockdown Techniques/methods , Visual Fields/genetics
10.
Neuron ; 78(4): 583-95, 2013 May 22.
Article in English | MEDLINE | ID: mdl-23719159

ABSTRACT

One central goal of systems neuroscience is to understand how neural circuits implement the computations that link sensory inputs to behavior. Work combining electrophysiological and imaging-based approaches to measure neural activity with pharmacological and electrophysiological manipulations has provided fundamental insights. More recently, genetic approaches have been used to monitor and manipulate neural activity, opening up new experimental opportunities and challenges. Here, we discuss issues associated with applying genetic approaches to circuit dissection in sensorimotor transformations, outlining important considerations for experimental design and considering how modeling can complement experimental approaches.


Subject(s)
Behavior, Animal/physiology , Neural Pathways/physiology , Perception/physiology , Sensation/physiology , Transcription, Genetic , Animals , Behavior/physiology , Brain/metabolism , Models, Animal , Models, Genetic , Nerve Tissue Proteins/genetics , Nerve Tissue Proteins/metabolism , Neurosciences/methods , Reaction Time/physiology , Signal Transduction/physiology , Systems Biology/methods
11.
Curr Biol ; 22(15): R595-7, 2012 Aug 07.
Article in English | MEDLINE | ID: mdl-22877777

ABSTRACT

How do the microscopic properties of a photoreceptor shape the transformation of photon inputs into electrical outputs? Adaptive feedback, combined with stochastic sampling of light by transduction units, efficiently captures visual information.


Subject(s)
Drosophila/physiology , Microvilli/physiology , Photoreceptor Cells, Invertebrate/physiology , Animals
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