Whole-Brain Profiling of Cells and Circuits in Mammals by Tissue Clearing and Light-Sheet Microscopy

Tissue clearing and light-sheet microscopy have a 100-year-plus history, yet these fields have been combined only recently to facilitate novel experiments and measurements in neuroscience. Since tissue-clearing methods were first combined with modernized light-sheet microscopy a decade ago, the performance of both technologies has rapidly improved, broadening their applications. Here, we review the state of the art of tissue-clearing methods and light-sheet microscopy and discuss applications of these techniques in profiling cells and circuits in mice. We examine outstanding challenges and future opportunities for expanding these techniques to achieve brain-wide profiling of cells and circuits in primates and humans. Such integration will help provide a systems-level understanding of the physiology and pathology of our central nervous system.

[1]  Michel Verhaegen,et al.  Adaptive illumination based on direct wavefront sensing in a light-sheet fluorescence microscope. , 2016, Optics express.

[2]  E. T. Arakawa,et al.  Optical and dielectric properties of DNA in the extreme ultraviolet , 1974 .

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

[4]  Hiroshi Sekiya,et al.  A three-dimensional single-cell-resolution whole-brain atlas using CUBIC-X expansion microscopy and tissue clearing , 2018, Nature Neuroscience.

[5]  Jordi Andilla,et al.  Deep and Clear Optical Imaging of Thick Inhomogeneous Samples , 2012, PloS one.

[6]  Mark S. Cembrowski,et al.  Dissociable Structural and Functional Hippocampal Outputs via Distinct Subiculum Cell Classes , 2018, Cell.

[7]  Y Zhang,et al.  Effects of solutes on optical properties of biological materials: models, cells, and tissues. , 1995, Analytical biochemistry.

[8]  Nils Norlin,et al.  Inverted light-sheet microscope for imaging mouse pre-implantation development , 2015, Nature Methods.

[9]  Philipp J. Keller,et al.  Quantitative high-speed imaging of entire developing embryos with simultaneous multiview light-sheet microscopy , 2012, Nature Methods.

[10]  Quanxin Wang,et al.  Multiple Distinct Subtypes of GABAergic Neurons in Mouse Visual Cortex Identified by Triple Immunostaining , 2007, Frontiers in neuroanatomy.

[11]  H. Frahm,et al.  New and revised data on volumes of brain structures in insectivores and primates. , 1981, Folia primatologica; international journal of primatology.

[12]  Dimitri Perrin,et al.  Whole-Body Imaging with Single-Cell Resolution by Tissue Decolorization , 2014, Cell.

[13]  Karl Deisseroth,et al.  Pathways to clinical CLARITY: volumetric analysis of irregular, soft, and heterogeneous tissues in development and disease , 2017, Scientific Reports.

[14]  Kwanghun Chung,et al.  Stochastic electrotransport selectively enhances the transport of highly electromobile molecules , 2015, Proceedings of the National Academy of Sciences.

[15]  Anna Medyukhina,et al.  Fully Automated Evaluation of Total Glomerular Number and Capillary Tuft Size in Nephritic Kidneys Using Lightsheet Microscopy. , 2017, Journal of the American Society of Nephrology : JASN.

[16]  A. Schierloh,et al.  Ultramicroscopy: three-dimensional visualization of neuronal networks in the whole mouse brain , 2007, Nature Methods.

[17]  Hongkui Zeng,et al.  Genetic approaches to neural circuits in the mouse. , 2013, Annual review of neuroscience.

[18]  Aaron S. Andalman,et al.  Structural and molecular interrogation of intact biological systems , 2013, Nature.

[19]  L. Lorenz Ueber die Refractionsconstante , 1880 .

[20]  Ulrich Kubitscheck,et al.  Scanned light sheet microscopy with confocal slit detection. , 2012, Optics Express.

[21]  Srinivas C. Turaga,et al.  In Toto Imaging and Reconstruction of Post-Implantation Mouse Development at the Single-Cell Level , 2018, Cell.

[22]  Anna Letizia Allegra Mascaro,et al.  A versatile clearing agent for multi-modal brain imaging , 2015, Scientific Reports.

[23]  D H Burns,et al.  Orthogonal‐plane fluorescence optical sectioning: Three‐dimensional imaging of macroscopic biological specimens , 1993, Journal of microscopy.

[24]  R. Weiler,et al.  Chemical Clearing and Dehydration of GFP Expressing Mouse Brains , 2012, PloS one.

[25]  Z Josh Huang,et al.  Toward a Genetic Dissection of Cortical Circuits in the Mouse , 2014, Neuron.

[26]  N. Strausfeld,et al.  Cobalt-immunocytochemical identification of peptidergic neurons inCalliphora innervating central and peripheral targets , 1983, Journal of neurocytology.

[27]  L. Toledo-Pereyra,et al.  Ischemia/reperfusion injury. , 2002, The Journal of surgical research.

[28]  Karl Deisseroth,et al.  Whole-tissue biopsy phenotyping of three-dimensional tumours reveals patterns of cancer heterogeneity , 2017, Nature Biomedical Engineering.

[29]  T. Holy,et al.  Fast objective coupled planar illumination microscopy , 2019, Nature Communications.

[30]  Hiroki R Ueda,et al.  Chemical Principles in Tissue Clearing and Staining Protocols for Whole-Body Cell Profiling. , 2016, Annual review of cell and developmental biology.

[31]  Alain Chédotal,et al.  Tridimensional Visualization and Analysis of Early Human Development , 2017, Cell.

[32]  V. Gradinaru,et al.  Q&A: How can advances in tissue clearing and optogenetics contribute to our understanding of normal and diseased biology? , 2017, BMC Biology.

[33]  Alard Roebroeck,et al.  Scalable cytoarchitectonic characterization of large intact human neocortex samples , 2018, bioRxiv.

[34]  Kwanghun Chung,et al.  Multiplexed and scalable super-resolution imaging of three-dimensional protein localization in size-adjustable tissues , 2016, Nature Biotechnology.

[35]  D. Stainier,et al.  Even fluorescence excitation by multidirectional selective plane illumination microscopy (mSPIM). , 2007, Optics letters.

[36]  M. Davidson,et al.  Rapid three-dimensional isotropic imaging of living cells using Bessel beam plane illumination , 2011, Nature Methods.

[37]  Eugene W. Myers,et al.  Adaptive light-sheet microscopy for long-term, high-resolution imaging in living organisms , 2016, Nature Biotechnology.

[38]  O. T. Ng,et al.  Bringing CLARITY to the human brain: visualization of Lewy pathology in three dimensions , 2015, Neuropathology and applied neurobiology.

[39]  Willy Supatto,et al.  Whole-brain functional imaging with two-photon light-sheet microscopy , 2015, Nature Methods.

[40]  Cheuk Y. Tang,et al.  Mapping of Brain Activity by Automated Volume Analysis of Immediate Early Genes , 2016, Cell.

[41]  Hongkui Zeng,et al.  Neuroinformatics of the Allen Mouse Brain Connectivity Atlas. , 2015, Methods.

[42]  Viviana Gradinaru,et al.  Single-molecule RNA detection at depth by hybridization chain reaction and tissue hydrogel embedding and clearing , 2016, Development.

[43]  E. Susaki,et al.  Whole-Brain Imaging with Single-Cell Resolution Using Chemical Cocktails and Computational Analysis , 2014, Cell.

[44]  Hans-Ulrich Dodt,et al.  High-resolution ultramicroscopy of the developing and adult nervous system in optically cleared Drosophila melanogaster , 2018, Nature Communications.

[45]  Dimitri Perrin,et al.  Involvement of Ca2+-Dependent Hyperpolarization in Sleep Duration in Mammals , 2016, Neuron.

[46]  Germán Sumbre,et al.  Fast functional imaging of multiple brain regions in intact zebrafish larvae using Selective Plane Illumination Microscopy , 2013, BMC Neuroscience.

[47]  Partha P. Mitra,et al.  The Circuit Architecture of Whole Brains at the Mesoscopic Scale , 2014, Neuron.

[48]  E. Glaser,et al.  Stereology, morphometry, and mapping: the whole is greater than the sum of its parts , 2000, Journal of Chemical Neuroanatomy.

[49]  W. Fitch,et al.  Birds have primate-like numbers of neurons in the forebrain , 2016, Proceedings of the National Academy of Sciences.

[50]  Julien Vermot,et al.  Multicolor two-photon light-sheet microscopy , 2014, Nature Methods.

[51]  Charles R. Gerfen,et al.  Distinct descending motor cortex pathways and their roles in movement , 2017, Nature.

[52]  Paul W. Frankland,et al.  Optimization of CLARITY for Clearing Whole-Brain and Other Intact Organs1,2,3 , 2015, eNeuro.

[53]  Tonny Lagerweij,et al.  A survey of clearing techniques for 3D imaging of tissues with special reference to connective tissue. , 2016, Progress in histochemistry and cytochemistry.

[54]  Charles R. Gerfen,et al.  Reconstruction of 1,000 Projection Neurons Reveals New Cell Types and Organization of Long-Range Connectivity in the Mouse Brain , 2019, Cell.

[55]  Colin J R Sheppard Pupil filters for generation of light sheets. , 2013, Optics express.

[56]  Dimitri Perrin,et al.  Advanced CUBIC protocols for whole-brain and whole-body clearing and imaging , 2015, Nature Protocols.

[57]  C. Terracciano,et al.  Free-of-Acrylamide SDS-based Tissue Clearing (FASTClear) for three dimensional visualization of myocardial tissue , 2017, Scientific Reports.

[58]  S. Brenner,et al.  The structure of the nervous system of the nematode Caenorhabditis elegans. , 1986, Philosophical transactions of the Royal Society of London. Series B, Biological sciences.

[59]  H. Sang,et al.  Myosin II-mediated cell shape changes and cell intercalation contribute to primitive streak formation , 2015, Nature Cell Biology.

[60]  Ali Ertürk,et al.  Imaging Cleared Intact Biological Systems at a Cellular Level by 3DISCO , 2014, Journal of visualized experiments : JoVE.

[61]  Allan R. Jones,et al.  A mesoscale connectome of the mouse brain , 2014, Nature.

[62]  C Dunsby,et al.  Optically sectioned imaging by oblique plane microscopy. , 2008, Optics express.

[63]  Shaoqun Zeng,et al.  High-throughput dual-colour precision imaging for brain-wide connectome with cytoarchitectonic landmarks at the cellular level , 2016, Nature Communications.

[64]  Markus Rempfler,et al.  Panoptic imaging of transparent mice reveals whole-body neuronal projections and skull-meninges connections , 2018, Nature Neuroscience.

[65]  Kwanghun Chung,et al.  Simultaneous protection of tissue physicochemical properties using polyfunctional crosslinkers , 2018, Nature Biotechnology.

[66]  T. Kuhl,et al.  Thickness and refractive index of DPPC and DPPE monolayers by multiple-beam interferometry , 2014, Analytical and Bioanalytical Chemistry.

[67]  Hans-Ulrich Dodt,et al.  Light sheet microscopy of living or cleared specimens , 2012, Current Opinion in Neurobiology.

[68]  Incheol Seo,et al.  Improved application of the electrophoretic tissue clearing technology, CLARITY, to intact solid organs including brain, pancreas, liver, kidney, lung, and intestine , 2014, BMC Developmental Biology.

[69]  Charles Watson,et al.  Distribution of neurons in functional areas of the mouse cerebral cortex reveals quantitatively different cortical zones , 2013, Front. Neuroanat..

[70]  Xiangqun Xu,et al.  Dynamic optical coherence tomography in studies of optical clearing, sedimentation, and aggregation of immersed blood. , 2002, Applied optics.

[71]  Sachie K. Ogawa,et al.  Organization of dopamine and serotonin system: Anatomical and functional mapping of monosynaptic inputs using rabies virus , 2017, Pharmacology Biochemistry and Behavior.

[72]  Jochen F. Staiger,et al.  Characterizing VIP Neurons in the Barrel Cortex of VIPcre/tdTomato Mice Reveals Layer-Specific Differences , 2015, Cerebral cortex.

[73]  Erhan Bas,et al.  Single‐neuron axonal reconstruction: The search for a wiring diagram of the brain , 2019, The Journal of comparative neurology.

[74]  Marc Flajolet,et al.  Three-Dimensional Study of Alzheimer's Disease Hallmarks Using the iDISCO Clearing Method. , 2016, Cell reports.

[75]  Philipp J. Keller,et al.  Fast, high-contrast imaging of animal development with scanned light sheet–based structured-illumination microscopy , 2010, Nature Methods.

[76]  Brian S. Eastwood,et al.  Topographic precision in sensory and motor corticostriatal projections varies across cell type and cortical area , 2018, Nature Communications.

[77]  Yi Feng,et al.  Fast free-of-acrylamide clearing tissue (FACT)—an optimized new protocol for rapid, high-resolution imaging of three-dimensional brain tissue , 2017, Scientific Reports.

[78]  Karel Svoboda,et al.  A platform for brain-wide imaging and reconstruction of individual neurons , 2016, eLife.

[79]  Kohei Miyazono,et al.  Whole-Body Profiling of Cancer Metastasis with Single-Cell Resolution. , 2017, Cell reports.

[80]  Quan Yuan,et al.  Tissue clearing of both hard and soft tissue organs with the PEGASOS method , 2018, Cell Research.

[81]  Jing Zhang,et al.  Imaging transparent intact cardiac tissue with single-cell resolution. , 2018, Biomedical optics express.

[82]  Etsuo A. Susaki,et al.  CUBIC pathology: three-dimensional imaging for pathological diagnosis , 2017, Scientific Reports.

[83]  Allan R. Jones,et al.  Neuroinformatics for Genome-Wide 3-D Gene Expression Mapping in the Mouse Brain , 2007, TCBB.

[84]  R. Hawkes,et al.  Whole-mount Immunohistochemistry: A High-throughput Screen for Patterning Defects in the Mouse Cerebellum , 2002, The journal of histochemistry and cytochemistry : official journal of the Histochemistry Society.

[85]  R. Yuste,et al.  Light sheet theta microscopy for rapid high-resolution imaging of large biological samples , 2018, BMC Biology.

[86]  Valery V. Tuchin,et al.  Tissue Optics and Photonics: Light-Tissue Interaction , 2015 .

[87]  K. Dholakia,et al.  Light-sheet microscopy using an Airy beam , 2014, Nature Methods.

[88]  E. Callaway,et al.  Immunochemical characterization of inhibitory mouse cortical neurons: Three chemically distinct classes of inhibitory cells , 2010, The Journal of comparative neurology.

[89]  Charless C. Fowlkes,et al.  Whole-body tissue stabilization and selective extractions via tissue-hydrogel hybrids for high-resolution intact circuit mapping and phenotyping , 2015, Nature Protocols.

[90]  Toyoichi Tanaka,et al.  Phase transitions in crosslinked gels of natural polymers , 1987 .

[91]  Hiroki R Ueda,et al.  Whole-body and Whole-Organ Clearing and Imaging Techniques with Single-Cell Resolution: Toward Organism-Level Systems Biology in Mammals. , 2016, Cell chemical biology.

[92]  David S. Koos,et al.  Deep and fast live imaging with two-photon scanned light-sheet microscopy , 2011, Nature Methods.

[93]  R. Mark Henkelman,et al.  A Method for 3D Immunostaining and Optical Imaging of the Mouse Brain Demonstrated in Neural Progenitor Cells , 2013, PloS one.

[94]  Michael W. Davidson,et al.  Applying systems-level spectral imaging and analysis to reveal the organelle interactome , 2017, Nature.

[95]  Frank Bradke,et al.  Three-dimensional imaging of solvent-cleared organs using 3DISCO , 2012, Nature Protocols.

[96]  Edward S. Boyden,et al.  Expansion microscopy , 2015, Science.

[97]  Valery V Tuchin,et al.  Measurement of tissue optical properties in the context of tissue optical clearing , 2018, Journal of biomedical optics.

[98]  Gaudenz Danuser,et al.  Deconvolution-free Subcellular Imaging with Axially Swept Light Sheet Microscopy , 2015, Biophysical journal.

[99]  P. Osten,et al.  Mapping brain circuitry with a light microscope , 2013, Nature Methods.

[100]  Dan Zhu,et al.  RTF: a rapid and versatile tissue optical clearing method , 2018, Scientific Reports.

[101]  Meng-Tsen Ke,et al.  Super-Resolution Mapping of Neuronal Circuitry With an Index-Optimized Clearing Agent. , 2016, Cell reports.

[102]  Frank Bradke,et al.  A simple method for 3D analysis of immunolabeled axonal tracts in a transparent nervous system. , 2014, Cell reports.

[103]  Jordi Andilla,et al.  Decoupled illumination detection in light sheet microscopy for fast volumetric imaging , 2015 .

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

[105]  Hans-Ulrich Dodt,et al.  Ultramicroscopy: development and outlook , 2015, Neurophotonics.

[106]  H. Siedentopf,et al.  Uber Sichtbarmachung und Größenbestimmung ultramikoskopischer Teilchen, mit besonderer Anwendung auf Goldrubingläser , 1902 .

[107]  Benjamin Schmid,et al.  Rapid 3D light-sheet microscopy with a tunable lens. , 2013, Optics express.

[108]  Miao He,et al.  Brain-wide Maps Reveal Stereotyped Cell-Type-Based Cortical Architecture and Subcortical Sexual Dimorphism , 2017, Cell.

[109]  Hong Wei Dong,et al.  Allen reference atlas : a digital color brain atlas of the C57Black/6J male mouse , 2008 .

[110]  Thomas Panier,et al.  Fast functional imaging of multiple brain regions in intact zebrafish larvae using Selective Plane Illumination Microscopy , 2013, BMC Neuroscience.

[111]  Shaoqun Zeng,et al.  Visualization of brain circuits using two-photon fluorescence micro-optical sectioning tomography. , 2013, Optics express.

[112]  R. Simerly Wired for reproduction: organization and development of sexually dimorphic circuits in the mammalian forebrain. , 2002, Annual review of neuroscience.

[113]  Takeharu Nagai,et al.  High-Speed and Scalable Whole-Brain Imaging in Rodents and Primates , 2017, Neuron.

[114]  A. Ascenzi,et al.  Technique for Dissection and Measurement of Refractive Index of Osteones , 1959, The Journal of biophysical and biochemical cytology.

[115]  D Mayerich,et al.  Knife‐edge scanning microscopy for imaging and reconstruction of three‐dimensional anatomical structures of the mouse brain , 2008, Journal of microscopy.

[116]  Viviana Gradinaru,et al.  Bone CLARITY: Clearing, imaging, and computational analysis of osteoprogenitors within intact bone marrow , 2017, Science Translational Medicine.

[117]  Atsushi Miyawaki,et al.  Scale: a chemical approach for fluorescence imaging and reconstruction of transparent mouse brain , 2011, Nature Neuroscience.

[118]  Alexander Rohrbach,et al.  A Line Scanned Light-sheet Microscope with Phase Shaped Self-reconstructing Beams References and Links , 2022 .

[119]  P. R. Hof,et al.  Design-based stereology in neuroscience , 2005, Neuroscience.

[120]  Hans-Ulrich Dodt,et al.  Reduction of Photo Bleaching and Long Term Archiving of Chemically Cleared GFP-Expressing Mouse Brains , 2014, PloS one.

[121]  S. Hell,et al.  2,2′‐Thiodiethanol: A new water soluble mounting medium for high resolution optical microscopy , 2007, Microscopy research and technique.

[122]  Hiroshi Onodera,et al.  Transparency‐enhancing technology allows three‐dimensional assessment of gastrointestinal mucosa: A porcine model , 2018, Pathology international.

[123]  Citlali Pérez Campos,et al.  High-speed panoramic light-sheet microscopy reveals global endodermal cell dynamics , 2013, Nature Communications.

[124]  ASCENZI ANTONIO,et al.  Quantitative Researches on the Optical Properties of Human Bone , 1949, Nature.

[125]  Jeff W. Lichtman,et al.  Clarifying Tissue Clearing , 2015, Cell.

[126]  Rajan P Kulkarni,et al.  Single-Cell Phenotyping within Transparent Intact Tissue through Whole-Body Clearing , 2014, Cell.

[127]  Jon H. Kaas,et al.  How to count cells: the advantages and disadvantages of the isotropic fractionator compared with stereology , 2015, Cell and Tissue Research.

[128]  Tianzi Jiang,et al.  Scalable and DiI-compatible optical clearance of the mammalian brain , 2015, Front. Neuroanat..

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

[130]  D. Kleinfeld,et al.  Correlations of Neuronal and Microvascular Densities in Murine Cortex Revealed by Direct Counting and Colocalization of Nuclei and Vessels , 2009, The Journal of Neuroscience.

[131]  A. Rohrbach,et al.  Propagation stability of self-reconstructing Bessel beams enables contrast-enhanced imaging in thick media , 2012, Nature Communications.

[132]  Leo Kunz,et al.  Multicolor quantitative confocal imaging cytometry , 2017, Nature Methods.

[133]  Allan R. Jones,et al.  Genome-wide atlas of gene expression in the adult mouse brain , 2007, Nature.

[134]  Nils Norlin,et al.  Confocal multiview light-sheet microscopy , 2015, Nature Communications.

[135]  Allan R. Jones,et al.  A toolbox of Cre-dependent optogenetic transgenic mice for light-induced activation and silencing , 2012, Nature Neuroscience.

[136]  J. Ellenberg,et al.  Dual-spindle formation in zygotes keeps parental genomes apart in early mammalian embryos , 2018, Science.

[137]  V. Tuchin Tissue Optics: Light Scattering Methods and Instruments for Medical Diagnosis , 2000 .

[138]  Haruo Kasai,et al.  Chemical Landscape for Tissue Clearing Based on Hydrophilic Reagents. , 2018, Cell reports.

[139]  Christopher Dunsby,et al.  Optically sectioned imaging by oblique plane microscopy , 2011, BiOS.

[140]  Lars Hufnagel,et al.  Multiview light-sheet microscope for rapid in toto imaging , 2012, Nature Methods.

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

[142]  H. A. Lorentz Ueber die Beziehung zwischen der Fortpflanzungsgeschwindigkeit des Lichtes und der Körperdichte , 1880 .

[143]  Mihail I. Todorov,et al.  Cellular and Molecular Probing of Intact Transparent Human Organs , 2019, bioRxiv.

[144]  J A Dent,et al.  A whole-mount immunocytochemical analysis of the expression of the intermediate filament protein vimentin in Xenopus. , 1989, Development.

[145]  H. Seung,et al.  Serial two-photon tomography: an automated method for ex-vivo mouse brain imaging , 2011, Nature Methods.

[146]  Takeshi Imai,et al.  SeeDB: a simple and morphology-preserving optical clearing agent for neuronal circuit reconstruction , 2013, Nature Neuroscience.

[147]  A. Kotrschal,et al.  Artificial selection on brain size leads to matching changes in overall number of neurons , 2019, Evolution; international journal of organic evolution.

[148]  Tobias Breuninger,et al.  Lateral modulation boosts image quality in single plane illumination fluorescence microscopy. , 2007, Optics letters.

[149]  Elliot M. Meyerowitz,et al.  Observing the cell in its native state: Imaging subcellular dynamics in multicellular organisms , 2018, Science.

[150]  Liang Gao,et al.  Imaging multicellular specimens with real-time optimized tiling light-sheet selective plane illumination microscopy , 2016, Nature Communications.

[151]  G. Iannello,et al.  Confocal light sheet microscopy: micron-scale neuroanatomy of the entire mouse brain. , 2012, Optics express.

[152]  Hans-Ulrich Dodt,et al.  3D‐ultramicroscopy utilizing aspheric optics , 2014, Journal of biophotonics.

[153]  Philipp J. Keller,et al.  Single-Cell Reconstruction of Emerging Population Activity in an Entire Developing Circuit , 2019, Cell.

[154]  Ronald N. Germain,et al.  Multiplex, quantitative cellular analysis in large tissue volumes with clearing-enhanced 3D microscopy (Ce3D) , 2017, Proceedings of the National Academy of Sciences.

[155]  Daniel Kirschenbaum,et al.  The mesoSPIM initiative – open-source light-sheet microscopes for imaging cleared tissue , 2019, Nature Methods.

[156]  Kazuki Tainaka,et al.  Rapid chemical clearing of white matter in the post-mortem human brain by 1,2-hexanediol delipidation. , 2019, Bioorganic & medicinal chemistry letters.

[157]  Randall J. Wisser,et al.  An Optical Clearing Technique for Plant Tissues Allowing Deep Imaging and Compatible with Fluorescence Microscopy1[W][OPEN] , 2014, Plant Physiology.

[158]  Karl Deisseroth,et al.  Multiplexed Intact-Tissue Transcriptional Analysis at Cellular Resolution , 2016, Cell.

[159]  T. Higashiyama,et al.  ClearSee: a rapid optical clearing reagent for whole-plant fluorescence imaging , 2015, Development.

[160]  Jon H. Kaas,et al.  Mammalian Brains Are Made of These: A Dataset of the Numbers and Densities of Neuronal and Nonneuronal Cells in the Brain of Glires, Primates, Scandentia, Eulipotyphlans, Afrotherians and Artiodactyls, and Their Relationship with Body Mass , 2015, Brain, Behavior and Evolution.

[161]  E. Susaki,et al.  Comprehensive three-dimensional analysis (CUBIC-kidney) visualizes abnormal renal sympathetic nerves after ischemia/reperfusion injury. , 2019, Kidney international.

[162]  Kristin Branson,et al.  Whole-central nervous system functional imaging in larval Drosophila , 2015, Nature Communications.

[163]  E. Kravitz,et al.  Mapping of serotonin-like immunoreactivity in the lobster nervous system , 1983, The Journal of neuroscience : the official journal of the Society for Neuroscience.

[164]  Li Tang,et al.  UbasM: An effective balanced optical clearing method for intact biomedical imaging , 2017, Scientific Reports.

[165]  Yoshinori Fukui,et al.  Global lymphoid tissue remodeling during a viral infection is orchestrated by a B cell-lymphotoxin-dependent pathway. , 2010, Blood.

[166]  Yu Jin Jang,et al.  ACT-PRESTO: Rapid and consistent tissue clearing and labeling method for 3-dimensional (3D) imaging , 2016, Scientific Reports.

[167]  G. Fishell,et al.  Three groups of interneurons account for nearly 100% of neocortical GABAergic neurons , 2011, Developmental neurobiology.

[168]  Jan Huisken,et al.  Multi-view image fusion improves resolution in three-dimensional microscopy. , 2007, Optics express.

[169]  Farooq Azam,et al.  Thin laser light sheet microscope for microbial oceanography. , 2002, Optics express.

[170]  Justin Senseney,et al.  Spatially isotropic four-dimensional imaging with dual-view plane illumination microscopy , 2013, Nature Biotechnology.

[171]  Su Guo,et al.  Open-top selective plane illumination microscope for conventionally mounted specimens. , 2015, Optics express.

[172]  Francesco Saverio Pavone,et al.  Clearing of fixed tissue: a review from a microscopist’s perspective , 2016, Journal of biomedical optics.

[173]  Tomomi Nemoto,et al.  A Rapid Optical Clearing Protocol Using 2,2′-Thiodiethanol for Microscopic Observation of Fixed Mouse Brain , 2015, PloS one.

[174]  Hans-Ulrich Dodt,et al.  High‐resolution imaging of fluorescent whole mouse brains using stabilised organic media (sDISCO) , 2019, Journal of biophotonics.

[175]  M. O'Shea,et al.  Neuropeptide proctolin (H‐Arg‐Try‐Leu‐Pro‐Thr‐Oh): Immunocytochemical mapping of neurons in the central nervous system of the cockroach , 1982, The Journal of comparative neurology.

[176]  Pablo Ariel,et al.  A beginner's guide to tissue clearing. , 2017, The international journal of biochemistry & cell biology.

[177]  N. Plesnila,et al.  Shrinkage-mediated imaging of entire organs and organisms using uDISCO , 2016, Nature Methods.

[178]  Takashi Kawashima,et al.  The Serotonergic System Tracks the Outcomes of Actions to Mediate Short-Term Motor Learning , 2016, Cell.

[179]  M. Scanziani,et al.  Inhibition of Inhibition in Visual Cortex: The Logic of Connections Between Molecularly Distinct Interneurons , 2013, Nature Neuroscience.

[180]  V V Tuchin,et al.  Light propagation in tissues with controlled optical properties , 1996, European Conference on Biomedical Optics.

[181]  Rogely Waite Boyce,et al.  Design-based Stereology , 2010, Toxicologic pathology.

[182]  NgLydia,et al.  Neuroinformatics for Genome-Wide 3-D Gene Expression Mapping in the Mouse Brain , 2007 .

[183]  Shaoqun Zeng,et al.  Brain-wide single neuron reconstruction reveals morphological diversity in molecularly defined striatal, thalamic, cortical and claustral neuron types , 2019, bioRxiv.

[184]  N. Shah,et al.  Genetic dissection of neural circuits underlying sexually dimorphic social behaviours , 2016, Philosophical Transactions of the Royal Society B: Biological Sciences.

[185]  Karl Deisseroth,et al.  Hydrogel-Tissue Chemistry: Principles and Applications. , 2018, Annual review of biophysics.

[186]  P. Rakic,et al.  Three‐dimensional counting: An accurate and direct method to estimate numbers of cells in sectioned material , 1988, The Journal of comparative neurology.

[187]  Kwanghun Chung,et al.  Simple, Scalable Proteomic Imaging for High-Dimensional Profiling of Intact Systems , 2015, Cell.

[188]  Tomoyuki Mano,et al.  Advanced CUBIC tissue clearing for whole-organ cell profiling , 2019, Nature Protocols.

[189]  Philipp J. Keller,et al.  Reconstruction of Zebrafish Early Embryonic Development by Scanned Light Sheet Microscopy , 2008, Science.

[190]  Wesley R. Legant,et al.  Lattice light-sheet microscopy: Imaging molecules to embryos at high spatiotemporal resolution , 2014, Science.

[191]  Bin Lin,et al.  Rationalisation and Validation of an Acrylamide-Free Procedure in Three-Dimensional Histological Imaging , 2016, PloS one.

[192]  W. Guido,et al.  ClearT: a detergent- and solvent-free clearing method for neuronal and non-neuronal tissue , 2013, Development.

[193]  T. Holy,et al.  Fast Three-Dimensional Fluorescence Imaging of Activity in Neural Populations by Objective-Coupled Planar Illumination Microscopy , 2008, Neuron.

[194]  Gaudenz Danuser,et al.  Light-sheet microscopy with isotropic, sub-micron resolution and solvent-independent large-scale imaging , 2019, bioRxiv.

[195]  Christopher J. Obara,et al.  Increased spatiotemporal resolution reveals highly dynamic dense tubular matrices in the peripheral ER , 2016, Science.

[196]  P. Verveer,et al.  High-resolution three-dimensional imaging of large specimens with light sheet–based microscopy , 2007, Nature Methods.

[197]  Srinivas C. Turaga,et al.  Mapping social behavior-induced brain activation at cellular resolution in the mouse. , 2014, Cell reports.

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

[199]  Philipp J. Keller,et al.  Whole-animal functional and developmental imaging with isotropic spatial resolution , 2015, Nature Methods.

[200]  Atsushi Miyawaki,et al.  ScaleS: an optical clearing palette for biological imaging , 2015, Nature Neuroscience.

[201]  A. Malfatti-Gasperini,et al.  Refractive index and thickness determination in Langmuir monolayers of myelin lipids. , 2017, Biochimica et biophysica acta. Biomembranes.

[202]  M. O'Riain,et al.  Sociality does not drive the evolution of large brains in eusocial African mole-rats , 2018, Scientific Reports.

[203]  David Artigas,et al.  A simple scanless two-photon fluorescence microscope using selective plane illumination. , 2010, Optics express.

[204]  K. Deisseroth,et al.  Advanced CLARITY for rapid and high-resolution imaging of intact tissues , 2014, Nature Protocols.

[205]  Avishek Adhikari,et al.  Wiring and Molecular Features of Prefrontal Ensembles Representing Distinct Experiences , 2016, Cell.

[206]  Daniel A. Colón-Ramos,et al.  Inverted selective plane illumination microscopy (iSPIM) enables coupled cell identity lineaging and neurodevelopmental imaging in Caenorhabditis elegans , 2011, Proceedings of the National Academy of Sciences.

[207]  N. Renier,et al.  iDISCO: A Simple, Rapid Method to Immunolabel Large Tissue Samples for Volume Imaging , 2014, Cell.

[208]  Bjoern H Menze,et al.  Panoptic vDISCO imaging reveals neuronal connectivity, remote trauma effects and meningeal vessels in intact transparent mice , 2018, bioRxiv.

[209]  Hongkui Zeng,et al.  Generation of a whole-brain atlas for the cholinergic system and mesoscopic projectome analysis of basal forebrain cholinergic neurons , 2017, Proceedings of the National Academy of Sciences.

[210]  Justus M. Kebschull,et al.  The logic of single-cell projections from visual cortex , 2018, Nature.

[211]  Robert T. Furbank,et al.  PEA-CLARITY: 3D molecular imaging of whole plant organs , 2015, Scientific Reports.

[212]  Bernard Choi,et al.  Correlation between collagen solubility and skin optical clearing using sugars , 2007, Lasers in surgery and medicine.

[213]  G. Allan Johnson,et al.  Digital Atlasing and Standardization in the Mouse Brain , 2011, PLoS Comput. Biol..

[214]  Martin K. Schwarz,et al.  Fluorescent-Protein Stabilization and High-Resolution Imaging of Cleared, Intact Mouse Brains , 2015, PloS one.

[215]  Stephan Preibisch,et al.  BigStitcher: Reconstructing high-resolution image datasets of cleared and expanded samples , 2018 .

[216]  Xiangqun Xu,et al.  Effect of dextran-induced changes in refractive index and aggregation on optical properties of whole blood. , 2003, Physics in medicine and biology.

[217]  Sachihiro Matsunaga,et al.  Three-Dimensional Imaging of Plant Organs Using a Simple and Rapid Transparency Technique. , 2016, Plant & cell physiology.

[218]  A. Chiang,et al.  Three‐dimensional mapping of brain neuropils in the cockroach, Diploptera punctata , 2001, The Journal of comparative neurology.

[219]  B Chance,et al.  Dependence of tissue optical properties on solute-induced changes in refractive index and osmolarity. , 1996, Journal of biomedical optics.