Subcellular resolution three-dimensional light-field imaging with genetically encoded voltage indicators

Abstract. Significance: Light-field microscopy (LFM) enables high signal-to-noise ratio (SNR) and light efficient volume imaging at fast frame rates. Voltage imaging with genetically encoded voltage indicators (GEVIs) stands to particularly benefit from LFM’s volumetric imaging capability due to high required sampling rates and limited probe brightness and functional sensitivity. Aim: We demonstrate subcellular resolution GEVI light-field imaging in acute mouse brain slices resolving dendritic voltage signals in three spatial dimensions. Approach: We imaged action potential-induced fluorescence transients in mouse brain slices sparsely expressing the GEVI VSFP-Butterfly 1.2 in wide-field microscopy (WFM) and LFM modes. We compared functional signal SNR and localization between different LFM reconstruction approaches and between LFM and WFM. Results: LFM enabled three-dimensional (3-D) localization of action potential-induced fluorescence transients in neuronal somata and dendrites. Nonregularized deconvolution decreased SNR with increased iteration number compared to synthetic refocusing but increased axial and lateral signal localization. SNR was unaffected for LFM compared to WFM. Conclusions: LFM enables 3-D localization of fluorescence transients, therefore eliminating the need for structures to lie in a single focal plane. These results demonstrate LFM’s potential for studying dendritic integration and action potential propagation in three spatial dimensions.

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

[2]  Dejan Zecevic,et al.  Imaging inhibitory synaptic potentials using voltage sensitive dyes. , 2010, Biophysical journal.

[3]  Misha B. Ahrens,et al.  Visualizing Whole-Brain Activity and Development at the Single-Cell Level Using Light-Sheet Microscopy , 2015, Neuron.

[4]  Ralph M. Siegel,et al.  Two-photon scanning microscopy of in vivo sensory responses of cortical neurons genetically encoded with a fluorescent voltage sensor in rat , 2012, Front. Neural Circuits.

[5]  Rafael Yuste,et al.  Attenuation of Synaptic Potentials in Dendritic Spines. , 2017, Cell reports.

[6]  G. Feng,et al.  Acute brain slice methods for adult and aging animals: application of targeted patch clamp analysis and optogenetics. , 2014, Methods in molecular biology.

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

[8]  Amanda J. Foust,et al.  High speed functional imaging with source localized multifocal two-photon microscopy , 2018, Biomedical optics express.

[9]  M. Daube-Witherspoon,et al.  An Iterative Image Space Reconstruction Algorthm Suitable for Volume ECT , 1986, IEEE Transactions on Medical Imaging.

[10]  R. Mann,et al.  Swept confocally-aligned planar excitation (SCAPE) microscopy for high speed volumetric imaging of behaving organisms , 2014, Nature Photonics.

[11]  Amanda J. Foust,et al.  3D Localization for Light-Field Microscopy via Convolutional Sparse Coding on Epipolar Images , 2020, IEEE Transactions on Computational Imaging.

[12]  Aaron S. Andalman,et al.  Wave optics theory and 3-D deconvolution for the light field microscope. , 2013, Optics express.

[13]  Haoyu Li,et al.  Fourier light-field microscopy. , 2019, Optics express.

[14]  Nathan C. Klapoetke,et al.  Transgenic Mice for Intersectional Targeting of Neural Sensors and Effectors with High Specificity and Performance , 2015, Neuron.

[15]  A. Vaziri,et al.  Video rate volumetric Ca2+ imaging across cortex using seeded iterative demixing (SID) microscopy , 2017, Nature Methods.

[16]  Hongkui Zeng,et al.  Volumetric Ca2+ Imaging in the Mouse Brain Using Hybrid Multiplexed Sculpted Light Microscopy , 2019, Cell.

[17]  I. Yaroslavsky,et al.  Optical properties of selected native and coagulated human brain tissues in vitro in the visible and near infrared spectral range. , 2002, Physics in medicine and biology.

[18]  T. Wilson,et al.  Scanning two photon fluorescence microscopy with extended depth of field , 2006 .

[19]  Sergio Fantini,et al.  Multifocal multiphoton microscopy based on multianode photomultiplier tubes. , 2007, Optics express.

[20]  N. Honkura,et al.  Two-photon voltage imaging using a genetically encoded voltage indicator , 2013, Scientific Reports.

[21]  Srdjan D Antic,et al.  Action Potentials in Basal and Oblique Dendrites of Rat Neocortical Pyramidal Neurons , 2003, The Journal of physiology.

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

[23]  Zeguan Wang,et al.  Rapid whole brain imaging of neural activity in freely behaving larval zebrafish (Danio rerio) , 2017, bioRxiv.

[24]  Amanda J. Foust,et al.  Calculation of high numerical aperture lightfield microscope point spread functions , 2019, Imaging and Applied Optics 2019 (COSI, IS, MATH, pcAOP).

[25]  R. Prevedel,et al.  Brain-wide 3D imaging of neuronal activity in Caenorhabditis elegans with sculpted light , 2013, Nature Methods.

[26]  L. Lucy An iterative technique for the rectification of observed distributions , 1974 .

[27]  Karel Svoboda,et al.  Kilohertz frame-rate two-photon tomography , 2018, bioRxiv.

[28]  Valentina Emiliani,et al.  Imaging membrane potential changes from dendritic spines using computer-generated holography , 2017, Neurophotonics.

[29]  A. Vaziri,et al.  High-speed volumetric imaging of neuronal activity in freely moving rodents , 2018, Nature Methods.

[30]  Selmaan N. Chettih,et al.  Voltage imaging and optogenetics reveal behavior dependent changes in hippocampal dynamics , 2019, Nature.

[31]  Walther Akemann,et al.  Imaging neural circuit dynamics with a voltage-sensitive fluorescent protein. , 2012, Journal of neurophysiology.

[32]  Marc Levoy,et al.  Light field microscopy , 2006, ACM Trans. Graph..

[33]  Amanda J. Foust,et al.  Somatic Membrane Potential and Kv1 Channels Control Spike Repolarization in Cortical Axon Collaterals and Presynaptic Boutons , 2011, The Journal of Neuroscience.

[34]  Nicolas C. Pégard,et al.  Compressive light-field microscopy for 3D neural activity recording , 2016 .

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

[36]  S. Hell,et al.  Multifocal multiphoton microscopy. , 1998, Optics letters.

[37]  Michael Z. Lin,et al.  Kilohertz two-photon fluorescence microscopy imaging of neural activity in vivo , 2019, Nature Methods.

[38]  Amanda J. Foust,et al.  Single-Neuron Level One-Photon Voltage Imaging With Sparsely Targeted Genetically Encoded Voltage Indicators , 2019, Front. Cell. Neurosci..

[39]  Hakan Inan,et al.  Fast, in vivo voltage imaging using a red fluorescent indicator , 2018, Nature Methods.

[40]  Thomas Knöpfel,et al.  Transgenic Strategies for Sparse but Strong Expression of Genetically Encoded Voltage and Calcium Indicators , 2017, International journal of molecular sciences.

[41]  Peter Quicke Improved methods for functional neuronal imaging with genetically encoded voltage indicators , 2019 .

[42]  Junle Qu,et al.  Addressable multiregional and multifocal multiphoton microscopy based on a spatial light modulator. , 2012, Journal of biomedical optics.

[43]  Wei R Chen,et al.  Voltage Imaging from Dendrites of Mitral Cells: EPSP Attenuation and Spike Trigger Zones , 2004, The Journal of Neuroscience.

[44]  P. Hanrahan,et al.  Light Field Photography with a Hand-held Plenoptic Camera , 2005 .

[45]  G. Stuart,et al.  Membrane Potential Changes in Dendritic Spines during Action Potentials and Synaptic Input , 2009, The Journal of Neuroscience.

[46]  Takashi Kawashima,et al.  A robotic multidimensional directed evolution approach applied to fluorescent voltage reporters , 2017, Nature Chemical Biology.

[47]  Staci A. Sorensen,et al.  Anatomical characterization of Cre driver mice for neural circuit mapping and manipulation , 2014, Front. Neural Circuits.

[48]  Takashi Kawashima,et al.  Bright and photostable chemigenetic indicators for extended in vivo voltage imaging , 2018 .

[49]  S. Shoham,et al.  Hybrid Multiphoton Volumetric Functional Imaging of Large Scale Bioengineered Neuronal Networks , 2014, Nature Communications.

[50]  Rafael Yuste,et al.  Imaging Voltage in Neurons , 2011, Neuron.

[51]  S. Antic,et al.  Fast optical recordings of membrane potential changes from dendrites of pyramidal neurons. , 1999, Journal of neurophysiology.

[52]  Charlie Bleau,et al.  A novel multisite confocal system for rapid Ca2+ imaging from submicron structures in brain slices , 2018, Journal of biophotonics.

[53]  Hongkui Zeng,et al.  Kilohertz two-photon brain imaging in awake mice , 2019, Nature Methods.

[54]  Lagnajeet Pradhan,et al.  Ultrafast Two-Photon Imaging of a High-Gain Voltage Indicator in Awake Behaving Mice , 2019, Cell.

[55]  Bradley J. Baker,et al.  A dimeric fluorescent protein yields a bright, red-shifted GEVI capable of population signals in brain slice , 2018, Scientific Reports.

[56]  William H. Richardson,et al.  Bayesian-Based Iterative Method of Image Restoration , 1972 .

[57]  Michael Z. Lin,et al.  Fast two-photon imaging of subcellular voltage dynamics in neuronal tissue with genetically encoded indicators , 2017, eLife.

[58]  Nils Wagner,et al.  Instantaneous isotropic volumetric imaging of fast biological processes , 2019, Nature Methods.

[59]  Srdjan D Antic,et al.  Voltage imaging to understand connections and functions of neuronal circuits. , 2016, Journal of neurophysiology.

[60]  F. Del Bene,et al.  Optical Sectioning Deep Inside Live Embryos by Selective Plane Illumination Microscopy , 2004, Science.

[61]  Eric Thiébaut INTRODUCTION TO IMAGE RECONSTRUCTION AND INVERSE PROBLEMS , .

[62]  Valentina Emiliani,et al.  Computer-generated holography enhances voltage dye fluorescence discrimination in adjacent neuronal structures , 2015, Neurophotonics.

[63]  E. Kandel,et al.  Control of Memory Formation Through Regulated Expression of a CaMKII Transgene , 1996, Science.

[64]  Laura Waller,et al.  Fourier DiffuserScope: single-shot 3D Fourier light field microscopy with a diffuser. , 2020, Optics express.

[65]  Bernd Kuhn,et al.  Simultaneous dendritic voltage and calcium imaging and somatic recording from Purkinje neurons in awake mice , 2018, Nature Communications.

[66]  Josiane Zerubia,et al.  Richardson–Lucy algorithm with total variation regularization for 3D confocal microscope deconvolution , 2006, Microscopy research and technique.

[67]  Joel Nothman,et al.  SciPy 1.0-Fundamental Algorithms for Scientific Computing in Python , 2019, ArXiv.

[68]  Surya Ganguli,et al.  Identification of cellular-activity dynamics across large tissue volumes in the mammalian brain , 2017, bioRxiv.

[69]  Colin G. Coates,et al.  Optimizing low-light microscopy with back-illuminated electron multiplying charge-coupled device: enhanced sensitivity, speed, and resolution. , 2004, Journal of biomedical optics.

[70]  P. Bonifazi,et al.  Simultaneous high-speed imaging and optogenetic inhibition in the intact mouse brain , 2017, Scientific Reports.

[71]  Philipp J. Keller,et al.  Whole-brain functional imaging at cellular resolution using light-sheet microscopy , 2013, Nature Methods.

[72]  Adam S. Charles,et al.  Volumetric Two-photon Imaging of Neurons Using Stereoscopy (vTwINS) , 2016, Nature Methods.

[73]  Haoyu Li,et al.  Fast, volumetric live-cell imaging using high-resolution light-field microscopy. , 2019, Biomedical optics express.

[74]  Henry Pinkard,et al.  Advanced methods of microscope control using μManager software. , 2014, Journal of biological methods.

[75]  Dejan Zecevic,et al.  Cortical dendritic spine heads are not electrically isolated by the spine neck from membrane potential signals in parent dendrites. , 2014, Cerebral cortex.

[76]  Edward S Boyden,et al.  Wide-field three-photon excitation in biological samples , 2016, Light: Science & Applications.

[77]  Aaron S. Andalman,et al.  Enhancing the performance of the light field microscope using wavefront coding. , 2014, Optics express.

[78]  Johannes D. Seelig,et al.  Video-rate volumetric functional imaging of the brain at synaptic resolution , 2016, Nature Neuroscience.

[79]  S. Pagès,et al.  Wide-field multiphoton imaging of cellular dynamics in thick tissue by temporal focusing and patterned illumination , 2011, Biomedical optics express.

[80]  T Nielsen,et al.  High efficiency beam splitter for multifocal multiphoton microscopy , 2001, Journal of microscopy.

[81]  E. Boyden,et al.  Simultaneous whole-animal 3D-imaging of neuronal activity using light-field microscopy , 2014, Nature Methods.

[82]  Knut Holthoff,et al.  Rapid time course of action potentials in spines and remote dendrites of mouse visual cortex neurons , 2010, The Journal of physiology.

[83]  Rafael Yuste,et al.  Calcium imaging of neural circuits with extended depth-of-field light-sheet microscopy. , 2016, Optics letters.

[84]  Amanda J. Foust,et al.  Action Potentials Initiate in the Axon Initial Segment and Propagate through Axon Collaterals Reliably in Cerebellar Purkinje Neurons , 2010, The Journal of Neuroscience.

[85]  Michael Broxton,et al.  SPED Light Sheet Microscopy: Fast Mapping of Biological System Structure and Function , 2015, Cell.

[86]  Martin J. Booth,et al.  Rapid adaptive remote focusing microscope for sensing of volumetric neural activity , 2017, Biomedical optics express.

[87]  Michael Broxton,et al.  Fast near-whole–brain imaging in adult Drosophila during responses to stimuli and behavior , 2015, bioRxiv.

[88]  R. Prevedel,et al.  Fast volumetric calcium imaging across multiple cortical layers using sculpted light , 2016, Nature Methods.