@article {49470, title = {Thy1 transgenic mice expressing the red fluorescent calcium indicator jRGECO1a for neuronal population imaging in vivo.}, journal = {PloS One}, volume = {13}, year = {2018}, month = {2018}, pages = {e0205444}, abstract = {

Calcium imaging is commonly used to measure the neural activity of large groups of neurons in mice. Genetically encoded calcium indicators (GECIs) can be delivered for this purpose using non-invasive genetic methods. Compared to viral gene transfer, transgenic targeting of GECIs provides stable long-term expression and obviates the need for invasive viral injections. Transgenic mice expressing the green GECI GCaMP6 are already widely used. Here we present the generation and characterization of transgenic mice expressing the sensitive red GECI jRGECO1a, driven by the Thy1 promoter. Four transgenic lines with different expression patterns showed sufficiently high expression for cellular in vivo imaging. We used two-photon microscopy to characterize visual responses of individual neurons in the visual cortex in vivo. The signal-to-noise ratio in transgenic mice was comparable to, or better than, mice transduced with adeno-associated virus. In addition, we show that Thy1-jRGECO1a transgenic mice are useful for transcranial population imaging and functional mapping using widefield fluorescence microscopy. We also demonstrate imaging of visual responses in retinal ganglion cells in vitro. Thy1-jRGECO1a transgenic mice are therefore a useful addition to the toolbox for imaging activity in intact neural networks.

}, issn = {1932-6203}, doi = {10.1371/journal.pone.0205444}, author = {Dana, Hod and Novak, Ondrej and Guardado-Montesino, Michael and Fransen, James W and Hu, Amy and Borghuis, Bart G and Guo, Caiying and Kim, Douglas S and Svoboda, Karel} } @article {47203, title = {The role of motion extrapolation in amphibian prey capture.}, journal = {The Journal of Neuroscience : the official journal of the Society for Neuroscience}, volume = {35}, year = {2015}, month = {2015 Nov 18}, pages = {15430-41}, abstract = {

UNLABELLED: Sensorimotor delays decouple behaviors from the events that drive them. The brain compensates for these delays with predictive mechanisms, but the efficacy and timescale over which these mechanisms operate remain poorly understood. Here, we assess how prediction is used to compensate for prey movement that occurs during visuomotor processing. We obtained high-speed video records of freely moving, tongue-projecting salamanders catching walking prey, emulating natural foraging conditions. We found that tongue projections were preceded by a rapid head turn lasting \~{}130 ms. This motor lag, combined with the \~{}100 ms phototransduction delay at photopic light levels, gave a \~{}230 ms visuomotor response delay during which prey typically moved approximately one body length. Tongue projections, however, did not significantly lag prey position but were highly accurate instead. Angular errors in tongue projection accuracy were consistent with a linear extrapolation model that predicted prey position at the time of tongue contact using the average prey motion during a \~{}175 ms period one visual latency before the head movement. The model explained successful strikes where the tongue hit the fly, and unsuccessful strikes where the fly turned and the tongue hit a phantom location consistent with the fly{\textquoteright}s earlier trajectory. The model parameters, obtained from the data, agree with the temporal integration and latency of retinal responses proposed to contribute to motion extrapolation. These results show that the salamander predicts future prey position and that prediction significantly improves prey capture success over a broad range of prey speeds and light levels.

SIGNIFICANCE STATEMENT: Neural processing delays cause actions to lag behind the events that elicit them. To cope with these delays, the brain predicts what will happen in the future. While neural circuits in the retina and beyond have been suggested to participate in such predictions, few behaviors have been explored sufficiently to constrain circuit function. Here we show that salamanders aim their tongues by using extrapolation to estimate future prey position, thereby compensating for internal delays from both visual and motor processing. Predictions made just before a prey turn resulted in the tongue being projected to a position consistent with the prey{\textquoteright}s pre-turn trajectory. These results define the computations and operating regimen for neural circuits that predict target motion.

}, issn = {1529-2401}, doi = {10.1523/JNEUROSCI.3189-15.2015}, author = {Borghuis, Bart G and Leonardo, Anthony} } @article {46049, title = {Adaptation to background light enables contrast coding at rod bipolar cell synapses.}, journal = {Neuron}, volume = {81}, year = {2014}, month = {2014 Jan 22}, pages = {388-401}, abstract = {

Rod photoreceptors contribute to vision over an \~{} 6-log-unit range of light intensities. The wide dynamic range of rod vision is thought to depend upon light intensity-dependent switching between two parallel pathways linking rods to ganglion cells: a rod {\textrightarrow} rod bipolar (RB) cell pathway that operates at dim backgrounds and a rod {\textrightarrow} cone {\textrightarrow} cone bipolar cell pathway that operates at brighter backgrounds. We evaluated this conventional model of rod vision by recording rod-mediated light responses from ganglion and AII amacrine cells and by recording RB-mediated synaptic currents from AII amacrine cells in mouse retina. Contrary to the conventional model, we found that the RB pathway functioned at backgrounds sufficient to activate the rod {\textrightarrow} cone pathway. As background light intensity increased, the RB{\textquoteright}s role changed from encoding the absorption of single photons to encoding contrast modulations around mean luminance. This transition is explained by the intrinsic dynamics of transmission from RB synapses.

}, keywords = {2-Amino-5-phosphonovalerate, Adaptation, Ocular, Animals, Biophysics, Computer Simulation, Excitatory Amino Acid Antagonists, Glucosamine 6-Phosphate N-Acetyltransferase, Green Fluorescent Proteins, In Vitro Techniques, Light, Mice, Mice, Inbred C57BL, Mice, Knockout, Mice, Transgenic, Models, Neurological, Patch-Clamp Techniques, Quinoxalines, Retinal Bipolar Cells, Retinal Rod Photoreceptor Cells, Synapses, Visual Pathways}, issn = {1097-4199}, doi = {10.1016/j.neuron.2013.10.054}, author = {Ke, Jiang-Bin and Wang, Yanbin V and Borghuis, Bart G and Cembrowski, Mark S and Riecke, Hermann and Kath, William L and Demb, Jonathan B and Singer, Joshua H} } @article {6895, title = {Excitatory synaptic inputs to mouse on-off direction-selective retinal ganglion cells lack direction tuning.}, journal = {The Journal of Neuroscience : the Official Journal of the Society for Neuroscience}, volume = {34}, year = {2014}, month = {2014 Mar 12}, pages = {3976-81}, abstract = {

Direction selectivity represents a fundamental visual computation. In mammalian retina, On-Off direction-selective ganglion cells (DSGCs) respond strongly to motion in a preferred direction and weakly to motion in the opposite, null direction. Electrical recordings suggested three direction-selective (DS) synaptic mechanisms: DS GABA release during null-direction motion from starburst amacrine cells (SACs) and DS acetylcholine and glutamate release during preferred direction motion from SACs and bipolar cells. However, evidence for DS acetylcholine and glutamate release has been inconsistent and at least one bipolar cell type that contacts another DSGC (On-type) lacks DS release. Here, whole-cell recordings in mouse retina showed that cholinergic input to On-Off DSGCs lacked DS, whereas the remaining (glutamatergic) input showed apparent DS. Fluorescence measurements with the glutamate biosensor intensity-based glutamate-sensing fluorescent reporter (iGluSnFR) conditionally expressed in On-Off DSGCs showed that glutamate release in both On- and Off-layer dendrites lacked DS, whereas simultaneously recorded excitatory currents showed apparent DS. With GABA-A receptors blocked, both iGluSnFR signals and excitatory currents lacked DS. Our measurements rule out DS release from bipolar cells onto On-Off DSGCs and support a theoretical model suggesting that apparent DS excitation in voltage-clamp recordings results from inadequate voltage control of DSGC dendrites during null-direction inhibition. SAC GABA release is the apparent sole source of DS input onto On-Off DSGCs.

}, issn = {1529-2401}, doi = {10.1523/JNEUROSCI.5017-13.2014}, author = {Park, Silvia J H and Kim, In-Jung and Looger, Loren L and Demb, Jonathan B and Borghuis, Bart G} } @article {45182, title = {Kainate receptors mediate signaling in both transient and sustained OFF bipolar cell pathways in mouse retina.}, journal = {Journal of Neuroscience}, volume = {34}, year = {2014}, month = {2014 Apr 30}, pages = {6128-39}, abstract = {

A fundamental question in sensory neuroscience is how parallel processing is implemented at the level of molecular and circuit mechanisms. In the retina, it has been proposed that distinct OFF cone bipolar cell types generate fast/transient and slow/sustained pathways by the differential expression of AMPA- and kainate-type glutamate receptors, respectively. However, the functional significance of these receptors in the intact circuit during light stimulation remains unclear. Here, we measured glutamate release from mouse bipolar cells by two-photon imaging of a glutamate sensor (iGluSnFR) expressed on postsynaptic amacrine and ganglion cell dendrites. In both transient and sustained OFF layers, cone-driven glutamate release from bipolar cells was blocked by antagonists to kainate receptors but not AMPA receptors. Electrophysiological recordings from bipolar and ganglion cells confirmed the essential role of kainate receptors for signaling in both transient and sustained OFF pathways. Kainate receptors mediated responses to contrast modulation up to 20 Hz. Light-evoked responses in all mouse OFF bipolar pathways depend on kainate, not AMPA, receptors.

}, keywords = {Action Potentials, Animals, Drug Interactions, Excitatory Amino Acid Antagonists, Female, Glutamic Acid, Hexamethonium, Light, Male, Mice, Mice, Inbred C57BL, Nicotinic Antagonists, Patch-Clamp Techniques, Photic Stimulation, Propionates, Receptors, Kainic Acid, Retina, Retinal Bipolar Cells, Signal Transduction, Visual Pathways}, issn = {1529-2401}, doi = {10.1523/JNEUROSCI.4941-13.2014}, author = {Borghuis, Bart G and Looger, Loren L and Tomita, Susumu and Demb, Jonathan B} } @article {6128, title = {An optimized fluorescent probe for visualizing glutamate neurotransmission.}, journal = {Nature Methods}, volume = {10}, year = {2013}, month = {2013 Feb}, pages = {162-70}, abstract = {

We describe an intensity-based glutamate-sensing fluorescent reporter (iGluSnFR) with signal-to-noise ratio and kinetics appropriate for in vivo imaging. We engineered iGluSnFR in vitro to maximize its fluorescence change, and we validated its utility for visualizing glutamate release by neurons and astrocytes in increasingly intact neurological systems. In hippocampal culture, iGluSnFR detected single field stimulus-evoked glutamate release events. In pyramidal neurons in acute brain slices, glutamate uncaging at single spines showed that iGluSnFR responds robustly and specifically to glutamate in situ, and responses correlate with voltage changes. In mouse retina, iGluSnFR-expressing neurons showed intact light-evoked excitatory currents, and the sensor revealed tonic glutamate signaling in response to light stimuli. In worms, glutamate signals preceded and predicted postsynaptic calcium transients. In zebrafish, iGluSnFR revealed spatial organization of direction-selective synaptic activity in the optic tectum. Finally, in mouse forelimb motor cortex, iGluSnFR expression in layer V pyramidal neurons revealed task-dependent single-spine activity during running.

}, keywords = {Animals, Astrocytes, Biosensing Techniques, Caenorhabditis elegans, Calcium Signaling, Escherichia coli Proteins, Excitatory Postsynaptic Potentials, Fluorescent Dyes, Glutamic Acid, Green Fluorescent Proteins, Hippocampus, Mice, Motor Cortex, Neurons, Photic Stimulation, Pyramidal Cells, Recombinant Fusion Proteins, Retina, Signal-To-Noise Ratio, Synaptic Transmission, Zebrafish}, issn = {1548-7105}, doi = {10.1038/nmeth.2333}, author = {Marvin, Jonathan S and Borghuis, Bart G and Tian, Lin and Cichon, Joseph and Harnett, Mark T and Akerboom, Jasper and Gordus, Andrew and Renninger, Sabine L. and Chen, Tsai-Wen and Bargmann, Cornelia I and Orger, Michael B. and Schreiter, Eric R and Demb, Jonathan B and Gan, Wen-Biao and Hires, S Andrew and Looger, Loren L} } @article {6129, title = {Two-photon imaging of nonlinear glutamate release dynamics at bipolar cell synapses in the mouse retina.}, journal = {The Journal of Neuroscience : The Official Journal of the Society for Neuroscience}, volume = {33}, year = {2013}, month = {2013 Jul 3}, pages = {10972-85}, abstract = {

Alpha/Y-type retinal ganglion cells encode visual information with a receptive field composed of nonlinear subunits. This nonlinear subunit structure enhances sensitivity to patterns composed of high spatial frequencies. The Y-cell{\textquoteright}s subunits are the presynaptic bipolar cells, but the mechanism for the nonlinearity remains incompletely understood. We investigated the synaptic basis of the subunit nonlinearity by combining whole-cell recording of mouse Y-type ganglion cells with two-photon fluorescence imaging of a glutamate sensor (iGluSnFR) expressed on their dendrites and throughout the inner plexiform layer. A control experiment designed to assess iGluSnFR{\textquoteright}s dynamic range showed that fluorescence responses from Y-cell dendrites increased proportionally with simultaneously recorded excitatory current. Spatial resolution was sufficient to readily resolve independent release at intermingled ON and OFF bipolar terminals. iGluSnFR responses at Y-cell dendrites showed strong surround inhibition, reflecting receptive field properties of presynaptic release sites. Responses to spatial patterns located the origin of the Y-cell nonlinearity to the bipolar cell output, after the stage of spatial integration. The underlying mechanism differed between OFF and ON pathways: OFF synapses showed transient release and strong rectification, whereas ON synapses showed relatively sustained release and weak rectification. At ON synapses, the combination of fast release onset with slower release offset explained the nonlinear response of the postsynaptic ganglion cell. Imaging throughout the inner plexiform layer, we found transient, rectified release at the central-most levels, with increasingly sustained release near the borders. By visualizing glutamate release in real time, iGluSnFR provides a powerful tool for characterizing glutamate synapses in intact neural circuits.

}, issn = {1529-2401}, doi = {10.1523/JNEUROSCI.1241-13.2013}, author = {Borghuis, Bart G and Marvin, Jonathan S and Looger, Loren L and Demb, Jonathan B} } @article {4601, title = {A Cre-dependent GCaMP3 reporter mouse for neuronal imaging in vivo.}, journal = {The Journal of Neuroscience}, volume = {32}, year = {2012}, month = {2012 Feb 29}, pages = {3131-41}, abstract = {

Fluorescent calcium indicator proteins, such as GCaMP3, allow imaging of activity in genetically defined neuronal populations. GCaMP3 can be expressed using various gene delivery methods, such as viral infection or electroporation. However, these methods are invasive and provide inhomogeneous and nonstationary expression. Here, we developed a genetic reporter mouse, Ai38, which expresses GCaMP3 in a Cre-dependent manner from the ROSA26 locus, driven by a strong CAG promoter. Crossing Ai38 with appropriate Cre mice produced robust GCaMP3 expression in defined cell populations in the retina, cortex, and cerebellum. In the primary visual cortex, visually evoked GCaMP3 signals showed normal orientation and direction selectivity. GCaMP3 signals were rapid, compared with virally expressed GCaMP3 and synthetic calcium indicators. In the retina, Ai38 allowed imaging spontaneous calcium waves in starburst amacrine cells during development, and light-evoked responses in ganglion cells in adult tissue. Our results show that the Ai38 reporter mouse provides a flexible method for targeted expression of GCaMP3.

}, issn = {1529-2401}, doi = {10.1523/JNEUROSCI.4469-11.2012}, author = {Zariwala, Hatim A and Borghuis, Bart G and Hoogland, Tycho M and Madisen, Linda and Tian, Lin and De Zeeuw, Chris I and Zeng, Hongkui and Looger, Loren L and Svoboda, Karel and Chen, Tsai-Wen} } @article {5164, title = {Optimization of a GCaMP calcium indicator for neural activity imaging.}, journal = {The Journal of Neuroscience}, volume = {32}, year = {2012}, month = {2012 Oct 3}, pages = {13819-40}, chapter = {13819}, abstract = {

Genetically encoded calcium indicators (GECIs) are powerful tools for systems neuroscience. Recent efforts in protein engineering have significantly increased the performance of GECIs. The state-of-the art single-wavelength GECI, GCaMP3, has been deployed in a number of model organisms and can reliably detect three or more action potentials in short bursts in several systems in vivo . Through protein structure determination, targeted mutagenesis, high-throughput screening, and a battery of in vitro assays, we have increased the dynamic range of GCaMP3 by severalfold, creating a family of {\textquotedblleft}GCaMP5{\textquotedblright} sensors. We tested GCaMP5s in several systems: cultured neurons and astrocytes, mouse retina, and in vivo in Caenorhabditis chemosensory neurons, Drosophila larval neuromuscular junction and adult antennal lobe, zebrafish retina and tectum, and mouse visual cortex. Signal-to-noise ratio was improved by at least 2- to 3-fold. In the visual cortex, two GCaMP5 variants detected twice as many visual stimulus-responsive cells as GCaMP3. By combining in vivo imaging with electrophysiology we show that GCaMP5 fluorescence provides a more reliable measure of neuronal activity than its predecessor GCaMP3.GCaMP5allows more sensitive detection of neural activity in vivo andmayfind widespread applications for cellular imaging in general.

}, doi = {10.1523/​JNEUROSCI.2601-12.2012}, author = {Akerboom, Jasper and Chen, Tsai-Wen and Wardill, Trevor J. and Marvin, Jonathan S and Mutlu, Sevinc and Carreras Caldero, Nicole and Esposti, Federico and Borghuis, Bart G and Sun, Xiaonan Richard and Gordus, Andrew and Orger, Michael B. and Portugues, Ruben and Engert, Florian and Macklin, John J and Filosa, Alessandro and Aggarwal, Aman and Kerr, Rex and Takagi, Ryousuke and Kracun, Sebastian and Shigetomi, Eiji and Khakh, Baljit S. and Baier, Herwig and Lagnado, Leon and Wang, Samuel S-H and Bargmann, Cornelia and Kimmel, Bruce and Jayaraman, Vivek and Svoboda, Karel and Kim, Douglas S. and Schreiter, Eric R and Looger, Loren L} } @article {3930, title = {Imaging light responses of targeted neuron populations in the rodent retina.}, journal = {The Journal of Neuroscience: The Official Journal of the Society for Neuroscience}, volume = {31}, year = {2011}, month = {2011 Feb 23}, pages = {2855-67}, abstract = {

Decoding the wiring diagram of the retina requires simultaneous observation of activity in identified neuron populations. Available recording methods are limited in their scope: electrodes can access only a small fraction of neurons at once, whereas synthetic fluorescent indicator dyes label tissue indiscriminately. Here, we describe a method for studying retinal circuitry at cellular and subcellular levels combining two-photon microscopy and a genetically encoded calcium indicator. Using specific viral and promoter constructs to drive expression of GCaMP3, we labeled all five major neuron classes in the adult mouse retina. Stimulus-evoked GCaMP3 responses as imaged by two-photon microscopy permitted functional cell type annotation. Fluorescence responses were similar to those measured with the small molecule dye OGB-1. Fluorescence intensity correlated linearly with spike rates \>10 spikes/s, and a significant change in fluorescence always reflected a significant change in spike firing rate. GCaMP3 expression had no apparent effect on neuronal function. Imaging at subcellular resolution showed compartment-specific calcium dynamics in multiple identified cell types.

}, keywords = {Action Potentials, Animals, Female, Inbred C57BL, Male, Mice, Neurons, Ocular, Organ Culture Techniques, Retina, Vision, Voltage-Sensitive Dye Imaging}, issn = {1529-2401}, doi = {10.1523/JNEUROSCI.6064-10.2011}, author = {Borghuis, Bart G and Tian, Lin and Xu, Ying and Nikonov, Sergei S and Vardi, Noga and Zemelman, Boris V and Looger, Loren L} } @article {6492, title = {Loss of sensitivity in an analog neural circuit.}, journal = {The Journal of Neuroscience: The Official Journal of the Society for Neuroscience}, volume = {29}, year = {2009}, month = {2009 Mar 11}, pages = {3045-58}, abstract = {

A low-contrast spot that activates just one ganglion cell in the retina is detected in the spike train of the cell with about the same sensitivity as it is detected behaviorally. This is consistent with Barlow{\textquoteright}s proposal that the ganglion cell and later stages of spiking neurons transfer information essentially without loss. Yet, when losses of sensitivity by all preneural factors are accounted for, predicted sensitivity near threshold is considerably greater than behavioral sensitivity, implying that somewhere in the brain information is lost. We hypothesized that the losses occur mainly in the retina, where graded signals are processed by analog circuits that transfer information at high rates and low metabolic cost. To test this, we constructed a model that included all preneural losses for an in vitro mammalian retina, and evaluated the model to predict sensitivity at the cone output. Recording graded responses postsynaptic to the cones (from the type A horizontal cell) and comparing to predicted preneural sensitivity, we found substantial loss of sensitivity (4.2-fold) across the first visual synapse. Recording spike responses from brisk-transient ganglion cells stimulated with the same spot, we found a similar loss (3.5-fold) across the second synapse. The total retinal loss approximated the known overall loss, supporting the hypothesis that from stimulus to perception, most loss near threshold is retinal.

}, keywords = {Action Potentials, Animals, Contrast Sensitivity, Guinea Pigs, Nerve Net, Photic Stimulation, Visual Pathways}, issn = {1529-2401}, doi = {10.1523/JNEUROSCI.5071-08.2009}, author = {Borghuis, Bart G and Sterling, Peter and Smith, Robert G} }