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      Population imaging of neural activity in awake behaving mice

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          Abstract

          A longstanding goal in neuroscience has been to image membrane voltage across a population of individual neurons in an awake, behaving mammal. Here, we report a genetically encoded fluorescent voltage indicator, SomArchon, which exhibits millisecond response times and compatibility with optogenetic control, and which increases the sensitivity, signal-to-noise ratio, and number of neurons observable, by several-fold over previously published reagents 1- 8 . Under conventional one-photon microscopy, SomArchon enables population analysis of approximately a dozen neurons at once, in multiple brain regions: cortex, hippocampus, and striatum, of head-fixed, awake, behaving mice. Using SomArchon, we detected both positive and negative responses of striatal neurons during movement, previously reported by electrophysiology but not easily detected using modern calcium imaging techniques 9- 11 , highlighting the power of voltage imaging to reveal bidirectional modulation. We also examined how spikes relate to subthreshold theta oscillations of individual hippocampal neurons, with SomArchon reporting that individual neurons’ spikes are more phase locked to their own subthreshold theta oscillations than to local field potential theta oscillations. Thus, SomArchon reports both spikes as well as subthreshold voltage dynamics in awake, behaving mice.

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          Most cited references22

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          Imaging large-scale neural activity with cellular resolution in awake, mobile mice.

          We report a technique for two-photon fluorescence imaging with cellular resolution in awake, behaving mice with minimal motion artifact. The apparatus combines an upright, table-mounted two-photon microscope with a spherical treadmill consisting of a large, air-supported Styrofoam ball. Mice, with implanted cranial windows, are head restrained under the objective while their limbs rest on the ball's upper surface. Following adaptation to head restraint, mice maneuver on the spherical treadmill as their heads remain motionless. Image sequences demonstrate that running-associated brain motion is limited to approximately 2-5 microm. In addition, motion is predominantly in the focal plane, with little out-of-plane motion, making the application of a custom-designed Hidden-Markov-Model-based motion correction algorithm useful for postprocessing. Behaviorally correlated calcium transients from large neuronal and astrocytic populations were routinely measured, with an estimated motion-induced false positive error rate of <5%.
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            Intracellular dynamics of hippocampal place cells during virtual navigation

            Hippocampal place cells encode spatial information in rate and temporal codes. To examine the mechanisms underlying hippocampal coding, we measured the intracellular dynamics of place cells by combining in vivo whole cell recordings with a virtual reality system. Head-restrained mice, running on a spherical treadmill, interacted with a computer-generated visual environment to perform spatial behaviors. Robust place cell activity was present during movement along a virtual linear track. From whole cell recordings, we identified three subthreshold signatures of place fields: (1) an asymmetric ramp-like depolarization of the baseline membrane potential; (2) an increase in the amplitude of intracellular theta oscillations; and, (3) a phase precession of the intracellular theta oscillation relative to the extracellularly-recorded theta rhythm. These intracellular dynamics underlie the primary features of place cell rate and temporal codes. The virtual reality system developed here will enable new experimental approaches to study the neural circuits underlying navigation.
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              Is Open Access

              Noninvasive Deep Brain Stimulation via Temporally Interfering Electric Fields

              Summary We report a noninvasive strategy for electrically stimulating neurons at depth. By delivering to the brain multiple electric fields at frequencies too high to recruit neural firing, but which differ by a frequency within the dynamic range of neural firing, we can electrically stimulate neurons throughout a region where interference between the multiple fields results in a prominent electric field envelope modulated at the difference frequency. We validated this temporal interference (TI) concept via modeling and physics experiments, and verified that neurons in the living mouse brain could follow the electric field envelope. We demonstrate the utility of TI stimulation by stimulating neurons in the hippocampus of living mice without recruiting neurons of the overlying cortex. Finally, we show that by altering the currents delivered to a set of immobile electrodes, we can steerably evoke different motor patterns in living mice.
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                Author and article information

                Journal
                0410462
                6011
                Nature
                Nature
                Nature
                0028-0836
                1476-4687
                6 September 2019
                09 October 2019
                October 2019
                09 April 2020
                : 574
                : 7778
                : 413-417
                Affiliations
                [1 ]Media Lab, Massachusetts Institute of Technology (MIT), Cambridge, MA, USA.
                [2 ]MIT McGovern Institute for Brain Research, MIT, Cambridge, MA, USA.
                [3 ]Department of Biomedical Engineering, Boston University, Boston, MA, USA.
                [4 ]Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, USA.
                [5 ]Department of Mechanical and Industrial Engineering, University of Illinois, Chicago, USA.
                [6 ]Howard Hughes Medical Institute, Department of Neurobiology, Harvard Medical School, Boston, MA, USA.
                [7 ]Department of Biological Engineering, MIT, Cambridge, MA, USA.
                [8 ]MIT Center for Neurobiological Engineering, MIT, Cambridge, MA, USA.
                [9 ]Department of Brain and Cognitive Sciences, MIT, Cambridge, MA, USA.
                [10 ]Koch Institute, MIT, Cambridge, MA, USA.
                Author notes
                []co-corresponding authors; xuehan@ 123456bu.edu , esb@ 123456media.mit.edu

                Author Contributions

                K.D.P. and E.S.B. initiated the project. K.D.P., S.B., H.T., S.N.S., X.H., and E.S.B. designed all in vivo experiments and interpreted the data. K.D.P. developed SomArchon and together with E.E.J., O.A.S., and E.C. characterized all constructs in cultured cells. K.D.P., V.G.L.H., D.P., C.S., and B.L.S. performed characterization of SomArchon in acute brain slices. S.B., S.N.S. and H.J.G. performed all mouse surgeries for in vivo experiments. M.F.R. assisted on imaging setups. K.D.P, S.B., H.T., and S.N.S performed all in vivo imaging experiments and analyzed all in vivo imaging data. K.D.P., S.B., H.T., S.N.S, X.H. and E.S.B. wrote the paper with contributions from all of the authors. E.S.B. and X.H. oversaw all aspects of the project. The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.

                [*]

                These authors contributed equally: Kiryl D. Piatkevich, Seth Bensussen, and Hua-an Tseng.

                Article
                NIHMS1538640
                10.1038/s41586-019-1641-1
                6858559
                31597963
                5caf37e4-22d0-4763-ae3a-85dfe68ff640

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