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      A robotic multidimensional directed evolution approach applied to fluorescent voltage reporters

      research-article
      1 , 1 , 2 , 1 , 3 , 1 , 1 , 4 , 2 , 1 , 5 , 1 , 6 , 7 , 7 , 8 , 1 , 1 , 1 , 3 , 1 , 2 , 9 , 10 , 9 , 11 , 11 , 12 , 7 , 8 , 2 , 1 , 13 , 14 , 15 , 16
      Nature chemical biology
      Protein engineering, robotics, directed molecular evolution, voltage imaging, mouse, C. elegans, optogenetics, zebrafish, synaptic transmission, subthreshold activity

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          Abstract

          We here present a new way to engineer complex proteins toward multidimensional specifications, through a simple yet scalable directed evolution strategy. By robotically picking mammalian cells that are identified, under a microscope, to express proteins that simultaneously exhibit several specific properties, we can screen through hundreds of thousands of proteins in a library in a matter of a few hours, evaluating each along multiple performance axes. We demonstrate the power of this approach by identifying a novel genetically encoded fluorescent voltage indicator, simultaneously optimizing brightness and membrane localization of the protein 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 as well as in larval zebrafish in vivo. We also demonstrate measurement of postsynaptic responses downstream of optogenetically controlled neurons in C. elegans.

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          Most cited references50

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          The Tol2kit: a multisite gateway-based construction kit for Tol2 transposon transgenesis constructs.

          Transgenesis is an important tool for assessing gene function. In zebrafish, transgenesis has suffered from three problems: the labor of building complex expression constructs using conventional subcloning; low transgenesis efficiency, leading to mosaicism in transient transgenics and infrequent germline incorporation; and difficulty in identifying germline integrations unless using a fluorescent marker transgene. The Tol2kit system uses site-specific recombination-based cloning (multisite Gateway technology) to allow quick, modular assembly of [promoter]-[coding sequence]-[3' tag] constructs in a Tol2 transposon backbone. It includes a destination vector with a cmlc2:EGFP (enhanced green fluorescent protein) transgenesis marker and a variety of widely useful entry clones, including hsp70 and beta-actin promoters; cytoplasmic, nuclear, and membrane-localized fluorescent proteins; and internal ribosome entry sequence-driven EGFP cassettes for bicistronic expression. The Tol2kit greatly facilitates zebrafish transgenesis, simplifies the sharing of clones, and enables large-scale projects testing the functions of libraries of regulatory or coding sequences. Copyright 2007 Wiley-Liss, Inc.
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            High-efficiency transformation of mammalian cells by plasmid DNA.

            We describe a simple calcium phosphate transfection protocol and neo marker vectors that achieve highly efficient transformation of mammalian cells. In this protocol, the calcium phosphate-DNA complex is formed gradually in the medium during incubation with cells and precipitates on the cells. The crucial factors for obtaining efficient transformation are the pH (6.95) of the buffer used for the calcium phosphate precipitation, the CO2 level (3%) during the incubation of the DNA with the cells, and the amount (20 to 30 micrograms) and the form (circular) of DNA. In sharp contrast to the results with circular DNA, linear DNA is almost inactive. Under these conditions, 50% of mouse L(A9) cells can be stably transformed with pcDneo, a simian virus 40-based neo (neomycin resistance) marker vector. The NIH3T3, C127, CV1, BHK, CHO, and HeLa cell lines were transformed at efficiencies of 10 to 50% with this vector and the neo marker-incorporated pcD vectors that were used for the construction and transduction of cDNA expression libraries as well as for the expression of cloned cDNA in mammalian cells.
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              High-Performance Genetically Targetable Optical Neural Silencing via Light-Driven Proton Pumps

              The ability to silence the activity of genetically specified neurons in a temporally precise fashion would open up the ability to investigate the causal role of specific cell classes in neural computations, behaviors, and pathologies. Here we show that members of the class of light-driven outward proton pumps can mediate very powerful, safe, multiple-color silencing of neural activity. The gene archaerhodopsin-31 (Arch) from Halorubrum sodomense enables near-100% silencing of neurons in the awake brain when virally expressed in mouse cortex and illuminated with yellow light. Arch mediates currents of several hundred picoamps at low light powers, and supports neural silencing currents approaching 900 pA at light powers easily achievable in vivo. In addition, Arch spontaneously recovers from light-dependent inactivation, unlike light-driven chloride pumps that enter long-lasting inactive states in response to light. These properties of Arch are appropriate to mediate the optical silencing of significant brain volumes over behaviourally-relevant timescales. Arch function in neurons is well tolerated because pH excursions created by Arch illumination are minimized by self-limiting mechanisms to levels comparable to those mediated by channelrhodopsins2,3 or natural spike firing. To highlight how proton pump ecological and genomic diversity may support new innovation, we show that the blue-green light-drivable proton pump from the fungus Leptosphaeria maculans 4 (Mac) can, when expressed in neurons, enable neural silencing by blue light, thus enabling alongside other developed reagents the potential for independent silencing of two neural populations by blue vs. red light. Light-driven proton pumps thus represent a high-performance and extremely versatile class of “optogenetic” voltage and ion modulator, which will broadly empower new neuroscientific, biological, neurological, and psychiatric investigations.
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                Author and article information

                Journal
                101231976
                32624
                Nat Chem Biol
                Nat. Chem. Biol.
                Nature chemical biology
                1552-4450
                1552-4469
                20 December 2017
                26 February 2018
                April 2018
                26 August 2018
                : 14
                : 4
                : 352-360
                Affiliations
                [1 ]Media Lab, Massachusetts Institute of Technology (MIT), Cambridge, Massachusetts, USA
                [2 ]Howard Hughes Medical Institute, Department of Neurobiology, Harvard Medical School, Boston, Massachusetts, USA
                [3 ]Department of Electrical Engineering and Computer Science, MIT, Cambridge, Massachusetts, USA
                [4 ]Harvard-MIT Division of Health Sciences and Technology, MIT, Cambridge, Massachusetts, USA
                [5 ]Simons Center Data Analysis, Simons Foundation, New York, New York, USA
                [6 ]Department of Mechanical Engineering, MIT, Cambridge, Massachusetts, USA
                [7 ]Janelia Research Campus, Howard Hughes Medical Institute, Ashburn, Virginia, USA
                [8 ]Picower Institute for Learning & Memory and Department of Brain & Cognitive Sciences, MIT, Cambridge, Massachusetts, USA
                [9 ]Department of Molecular and Cellular Biology and Center for Brain Science, Harvard University, Cambridge, Massachusetts, USA
                [10 ]Department of Neurobiology, Faculty of Life Sciences, University of Vienna, Wien, Austria
                [11 ]Department of Cell Biology and Neuroscience, Montana State University, Bozeman, Montana, USA
                [12 ]Department of Biological Physics, Eotvos University, Budapest, Hungary
                [13 ]Department of Biological Engineering, MIT, Cambridge, Massachusetts, USA
                [14 ]MIT Center for Neurobiological Engineering, MIT, Cambridge, Massachusetts, USA
                [15 ]Department of Brain and Cognitive Sciences, MIT, Cambridge, Massachusetts, USA
                [16 ]MIT McGovern Institute for Brain Research, MIT, Cambridge, Massachusetts, USA
                Author notes
                [* ]Correspondence to esb@ 123456media.mit.edu
                [+]

                These authors contributed equally.

                Article
                NIHMS929464
                10.1038/s41589-018-0004-9
                5866759
                29483642
                ce1c2b2a-52e7-470b-b57c-45b86a23f172

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                Article

                Biochemistry
                protein engineering,robotics,directed molecular evolution,voltage imaging,mouse,c. elegans,optogenetics,zebrafish,synaptic transmission,subthreshold activity

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