Closed-loop all-optical interrogation of neural circuits in vivo

Understanding the causal relationship between neural activity and behavior requires the ability to perform rapid and targeted interventions in ongoing activity. Here we describe a closed-loop all-optical strategy for dynamically controlling neuronal activity patterns in awake mice. We rapidly tailored and delivered two-photon optogenetic stimulation based on online readout of activity using simultaneous two-photon imaging, thus enabling the manipulation of neural circuit activity ‘on the fly’ during behavior.A closed-loop all-optical strategy allows manipulation of neurons on the basis of their ongoing activity and can be used to clamp neuronal activity to a preset level, boost sensory-evoked activity or yoke together the activity of trigger and target neurons.

[1]  Stefan R. Pulver,et al.  Ultra-sensitive fluorescent proteins for imaging neuronal activity , 2013, Nature.

[2]  Valentina Emiliani,et al.  Patterned two-photon illumination by spatiotemporal shaping of ultrashort pulses. , 2008, Optics express.

[3]  Thomas J. Davidson,et al.  Closed-loop optogenetic control of thalamus as a new tool to interrupt seizures after cortical injury , 2012, Nature Neuroscience.

[4]  Sharad Ramanathan,et al.  Optical interrogation of neural circuits in Caenorhabditis elegans , 2009, Nature Methods.

[5]  Steve M. Potter,et al.  Optogenetic feedback control of neural activity , 2015, eLife.

[6]  Matthias Bethge,et al.  Benchmarking Spike Rate Inference in Population Calcium Imaging , 2016, Neuron.

[7]  W. Denk,et al.  Targeted patch-clamp recordings and single-cell electroporation of unlabeled neurons in vivo , 2008, Nature Methods.

[8]  A. Pouget,et al.  Neural correlations, population coding and computation , 2006, Nature Reviews Neuroscience.

[9]  Valentina Emiliani,et al.  Temporal focusing with spatially modulated excitation. , 2009, Optics express.

[10]  Rafael Yuste,et al.  Two-photon optogenetics of dendritic spines and neural circuits in 3D , 2012, Nature Methods.

[11]  A. Bègue,et al.  Three-dimensional imaging and photostimulation by remote-focusing and holographic light patterning , 2011, Proceedings of the National Academy of Sciences.

[12]  Jonathan Bradley,et al.  Spatially Selective Holographic Photoactivation and Functional Fluorescence Imaging in Freely Behaving Mice with a Fiberscope , 2014, Neuron.

[13]  Emiliano Ronzitti,et al.  Submillisecond Optogenetic Control of Neuronal Firing with Two-Photon Holographic Photoactivation of Chronos , 2016, The Journal of Neuroscience.

[14]  D. Tank,et al.  Simultaneous cellular-resolution optical perturbation and imaging of place cell firing fields , 2014, Nature Neuroscience.

[15]  Michael Häusser,et al.  Simultaneous all-optical manipulation and recording of neural circuit activity with cellular resolution in vivo , 2014, Nature Methods.

[16]  B. Zemelman,et al.  Two-photon single-cell optogenetic control of neuronal activity by sculpted light , 2010, Proceedings of the National Academy of Sciences.

[17]  A. Zador,et al.  Neural representation and the cortical code. , 2000, Annual review of neuroscience.

[18]  D. Simons Response properties of vibrissa units in rat SI somatosensory neocortex. , 1978, Journal of neurophysiology.

[19]  Brendon O. Watson,et al.  SLM Microscopy: Scanless Two-Photon Imaging and Photostimulation with Spatial Light Modulators , 2008, Frontiers in neural circuits.

[20]  Y. Silberberg,et al.  Scanningless depth-resolved microscopy. , 2005, Optics express.

[21]  Stefan R. Pulver,et al.  Genetically encoded calcium indicators for multi-color neural activity imaging and combination with optogenetics , 2013, Front. Mol. Neurosci..

[22]  Laura Waller,et al.  Precise multimodal optical control of neural ensemble activity , 2018, Nature Neuroscience.

[23]  Fabio Benfenati,et al.  Simultaneous two-photon imaging and photo-stimulation with structured light illumination. , 2010, Optics express.

[24]  Manuel Guizar-Sicairos,et al.  Efficient subpixel image registration algorithms. , 2008, Optics letters.

[25]  J D Clements,et al.  Detection of spontaneous synaptic events with an optimally scaled template. , 1997, Biophysical journal.

[26]  Randy M Bruno,et al.  Synchrony in sensation , 2011, Current Opinion in Neurobiology.

[27]  Tommaso Fellin,et al.  Two-Photon Bidirectional Control and Imaging of Neuronal Excitability with High Spatial Resolution In Vivo , 2018, Cell reports.

[28]  E. Boyden,et al.  Temporally precise single-cell resolution optogenetics , 2017, Nature Neuroscience.

[29]  Valentina Emiliani,et al.  Three-dimensional spatiotemporal focusing of holographic patterns , 2016, Nature Communications.

[30]  Nicholas A. Steinmetz,et al.  Diverse coupling of neurons to populations in sensory cortex , 2015, Nature.

[31]  W. Zipfel,et al.  Simultaneous spatial and temporal focusing of femtosecond pulses , 2005, (CLEO). Conference on Lasers and Electro-Optics, 2005..

[32]  S. J. Martin,et al.  Synaptic plasticity and memory: an evaluation of the hypothesis. , 2000, Annual review of neuroscience.

[33]  E. Boyden,et al.  Gamma frequency entrainment attenuates amyloid load and modifies microglia , 2016, Nature.

[34]  Karl Deisseroth,et al.  Closed-Loop and Activity-Guided Optogenetic Control , 2015, Neuron.

[35]  Rafael Yuste,et al.  Two-photon photostimulation and imaging of neural circuits , 2007, Nature Methods.

[36]  D. Tank,et al.  Two-photon excitation of channelrhodopsin-2 at saturation , 2009, Proceedings of the National Academy of Sciences.

[37]  D. O. Hebb,et al.  The organization of behavior , 1988 .

[38]  D. Huber,et al.  Rapid Integration of Artificial Sensory Feedback during Operant Conditioning of Motor Cortex Neurons , 2017, Neuron.

[39]  B. Sakmann,et al.  Ca2+ buffering and action potential-evoked Ca2+ signaling in dendrites of pyramidal neurons. , 1996, Biophysical journal.

[40]  R. Yuste,et al.  Simultaneous two-photon imaging and two-photon optogenetics of cortical circuits in three dimensions , 2018, eLife.

[41]  Michael N. Shadlen,et al.  Noise, neural codes and cortical organization , 1994, Current Opinion in Neurobiology.

[42]  Winfried Denk,et al.  Targeted Whole-Cell Recordings in the Mammalian Brain In Vivo , 2003, Neuron.

[43]  Benjamin F. Grewe,et al.  Two-photon optogenetic toolbox for fast inhibition, excitation and bistable modulation , 2012, Nature Methods.

[44]  Samouil L. Farhi,et al.  All-optical electrophysiology in mammalian neurons using engineered microbial rhodopsins , 2014, Nature Methods.

[45]  Christopher A Baker,et al.  Cellular resolution circuit mapping with temporal-focused excitation of soma-targeted channelrhodopsin , 2016, eLife.

[46]  D. Linden,et al.  The other side of the engram: experience-driven changes in neuronal intrinsic excitability , 2003, Nature Reviews Neuroscience.

[47]  R. Yuste,et al.  Imprinting and recalling cortical ensembles , 2016, Science.

[48]  William Bialek,et al.  Spikes: Exploring the Neural Code , 1996 .

[49]  I. Soltesz,et al.  On-demand optogenetic control of spontaneous seizures in temporal lobe epilepsy , 2013, Nature Communications.

[50]  M. Häusser,et al.  All-Optical Interrogation of Neural Circuits , 2015, The Journal of Neuroscience.

[51]  E. Isacoff,et al.  Scanless two-photon excitation of channelrhodopsin-2 , 2010, Nature Methods.