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      Whole-Brain Calcium Imaging during Physiological Vestibular Stimulation in Larval Zebrafish

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          Summary

          The vestibular apparatus provides animals with postural and movement-related information that is essential to adequately execute numerous sensorimotor tasks. In order to activate this sensory system in a physiological manner, one needs to macroscopically rotate or translate the animal’s head, which in turn renders simultaneous neural recordings highly challenging. Here we report on a novel miniaturized, light-sheet microscope that can be dynamically co-rotated with a head-restrained zebrafish larva, enabling controlled vestibular stimulation. The mechanical rigidity of the microscope allows one to perform whole-brain functional imaging with state-of-the-art resolution and signal-to-noise ratio while imposing up to 25° in angular position and 6,000°/s 2 in rotational acceleration. We illustrate the potential of this novel setup by producing the first whole-brain response maps to sinusoidal and stepwise vestibular stimulation. The responsive population spans multiple brain areas and displays bilateral symmetry, and its organization is highly stereotypic across individuals. Using Fourier and regression analysis, we identified three major functional clusters that exhibit well-defined phasic and tonic response patterns to vestibular stimulation. Our rotatable light-sheet microscope provides a unique tool for systematically studying vestibular processing in the vertebrate brain and extends the potential of virtual-reality systems to explore complex multisensory and motor integration during simulated 3D navigation.

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          Highlights

          • A novel miniaturized rotatable light-sheet microscope is reported

          • It allows brain-wide calcium imaging during vestibular stimulation in zebrafish larvae

          • The whole-brain neuronal response to sinusoidal and stepwise vestibular stimulation is mapped

          • Neurons were clustered according to their tonic and phasic response profiles

          Abstract

          Migault et al. developed a novel miniaturized ultra-stable light-sheet microscope to perform functional imaging during dynamic vestibular stimulation of a tethered zebrafish. The whole-brain response to sinusoidal and stepwise vestibular stimulation is mapped and characterized by Fourier and regression analysis.

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          Most cited references34

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          Fast online deconvolution of calcium imaging data

          Fluorescent calcium indicators are a popular means for observing the spiking activity of large neuronal populations, but extracting the activity of each neuron from raw fluorescence calcium imaging data is a nontrivial problem. We present a fast online active set method to solve this sparse non-negative deconvolution problem. Importantly, the algorithm 3progresses through each time series sequentially from beginning to end, thus enabling real-time online estimation of neural activity during the imaging session. Our algorithm is a generalization of the pool adjacent violators algorithm (PAVA) for isotonic regression and inherits its linear-time computational complexity. We gain remarkable increases in processing speed: more than one order of magnitude compared to currently employed state of the art convex solvers relying on interior point methods. Unlike these approaches, our method can exploit warm starts; therefore optimizing model hyperparameters only requires a handful of passes through the data. A minor modification can further improve the quality of activity inference by imposing a constraint on the minimum spike size. The algorithm enables real-time simultaneous deconvolution of O(105) traces of whole-brain larval zebrafish imaging data on a laptop.
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            Whole-brain activity mapping onto a zebrafish brain atlas

            In order to localize the neural circuits involved in generating behaviors, it is necessary to assign activity onto anatomical maps of the nervous system. Using brain registration across hundreds of larval zebrafish, we have built an expandable open source atlas containing molecular labels and anatomical region definitions, the Z-Brain. Using this platform and immunohistochemical detection of phosphorylated-Extracellular signal-regulated kinase (ERK/MAPK) as a readout of neural activity, we have developed a system to create and contextualize whole brain maps of stimulus- and behavior-dependent neural activity. This MAP-Mapping (Mitogen Activated Protein kinase – Mapping) assay is technically simple, fast, inexpensive, and data analysis is completely automated. Since MAP-Mapping is performed on fish that are freely swimming, it is applicable to nearly any stimulus or behavior. We demonstrate the utility of our high-throughput approach using hunting/feeding, pharmacological, visual and noxious stimuli. The resultant maps outline hundreds of areas associated with behaviors.
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              Light-sheet functional imaging in fictively behaving zebrafish.

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                Author and article information

                Contributors
                Journal
                Curr Biol
                Curr. Biol
                Current Biology
                Cell Press
                0960-9822
                1879-0445
                03 December 2018
                03 December 2018
                : 28
                : 23
                : 3723-3735.e6
                Affiliations
                [1 ]Laboratoire Jean Perrin, Sorbonne Université, UMR 8237, 75005 Paris, France
                [2 ]Laboratoire Jean Perrin, CNRS, UMR 8237, 75005 Paris, France
                [3 ]Donders Centre for Neuroscience, Department of Neurophysiology, Radboud University, Nijmegen, the Netherlands
                [4 ]Neurocentre Magendie, Physiopathologie de la Plasticité Neuronale, INSERM, U1215, 33077 Bordeaux Cedex, France
                Author notes
                []Corresponding author volker.bormuth@ 123456upmc.fr
                [5]

                Lead Contact

                Article
                S0960-9822(18)31346-0
                10.1016/j.cub.2018.10.017
                6288061
                30449666
                0b5e0154-99d1-4237-8b2a-da9f8013e4cd
                © 2018 The Authors

                This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).

                History
                : 24 April 2018
                : 25 August 2018
                : 4 October 2018
                Categories
                Article

                Life sciences
                zebrafish,vestibular system,sensory processing,functional whole-brain imaging,calcium imaging,light-sheet microscopy,microscopy development,regression analysis,4d data visualization

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