Tissue clearing and its applications in neuroscience
Jazyk angličtina Země Velká Británie, Anglie Médium print
Typ dokumentu časopisecké články, Research Support, N.I.H., Extramural, práce podpořená grantem, přehledy
Grantová podpora
DP2 ES027992
NIEHS NIH HHS - United States
U01 MH117072
NIMH NIH HHS - United States
PubMed
31896771
PubMed Central
PMC8121164
DOI
10.1038/s41583-019-0250-1
PII: 10.1038/s41583-019-0250-1
Knihovny.cz E-zdroje
- MeSH
- histologické techniky přístrojové vybavení metody MeSH
- lidé MeSH
- mikroskopie přístrojové vybavení metody MeSH
- nervový systém cytologie MeSH
- neurovědy MeSH
- savci MeSH
- zobrazování trojrozměrné metody MeSH
- zvířata MeSH
- Check Tag
- lidé MeSH
- zvířata MeSH
- Publikační typ
- časopisecké články MeSH
- práce podpořená grantem MeSH
- přehledy MeSH
- Research Support, N.I.H., Extramural MeSH
State-of-the-art tissue-clearing methods provide subcellular-level optical access to intact tissues from individual organs and even to some entire mammals. When combined with light-sheet microscopy and automated approaches to image analysis, existing tissue-clearing methods can speed up and may reduce the cost of conventional histology by several orders of magnitude. In addition, tissue-clearing chemistry allows whole-organ antibody labelling, which can be applied even to thick human tissues. By combining the most powerful labelling, clearing, imaging and data-analysis tools, scientists are extracting structural and functional cellular and subcellular information on complex mammalian bodies and large human specimens at an accelerated pace. The rapid generation of terabyte-scale imaging data furthermore creates a high demand for efficient computational approaches that tackle challenges in large-scale data analysis and management. In this Review, we discuss how tissue-clearing methods could provide an unbiased, system-level view of mammalian bodies and human specimens and discuss future opportunities for the use of these methods in human neuroscience.
Center for NanoMedicine Institute for Basic Science Seoul Republic of Korea
Department of Brain and Cognitive Sciences Massachusetts Institute of Technology Cambridge MA USA
Department of Chemical Engineering Massachusetts Institute of Technology Cambridge MA USA
Department of Systems Pharmacology University of Tokyo Tokyo Japan
Division of Biology and Biological Engineering California Institute of Technology Pasadena CA USA
Eli and Edythe Broad Institute of MIT and Harvard Cambridge MA USA
Institut de la Vision Sorbonne Université INSERM CNRS Paris France
Institute for Medical Engineering and Science Massachusetts Institute of Technology Cambridge MA USA
IT4Innovations Technical University of Ostrava Ostrava Czech Republic
Janelia Research Campus Howard Hughes Medical Institute Ashburn VA USA
Laboratory for Synthetic Biology RIKEN BDR Suita Japan
Max Planck Institute of Molecular Cell Biology and Genetics Dresden Germany
Munich Cluster for Systems Neurology Munich Germany
Picower Institute for Learning and Memory Massachusetts Institute of Technology Cambridge MA USA
Zobrazit více v PubMed
Spalteholz W Über das Durchsichtigmachen von Menschlichen und Tierischen Präparaten. (S. Hirzel, 1914).
Chung K et al. Structural and molecular interrogation of intact biological systems. Nature 497, 332–337 (2013). PubMed PMC
Yang B et al. Single-cell phenotyping within transparent intact tissue through whole-body clearing. Cell 158, 945–958 (2014). PubMed PMC
Renier N et al. iDISCO: a simple, rapid method to immunolabel large tissue samples for volume imaging. Cell 159, 896–910 (2014. PubMed
Susaki EA et al. Whole-brain imaging with single-cell resolution using chemical cocktails and computational analysis. Cell 157, 726–739 (2014. PubMed
Tainaka K et al. Whole-body imaging with single-cell resolution by tissue decolorization. Cell 159, 911–924 (2014. PubMed
Ertürk A et al. Three-dimensional imaging of the unsectioned adult spinal cord to assess axon regeneration and glial responses after injury. Nat. Med 18, 166–171 (2012. PubMed
Belle M et al. A simple method for 3D analysis of immunolabeled axonal tracts in a transparent nervous system. Cell Rep. 9, 1191–1201 (2014. PubMed
Treweek JB et al. Whole-body tissue stabilization and selective extractions via tissue-hydrogel hybrids for high-resolution intact circuit mapping and phenotyping. Nat. Protoc 10, 1860–1896 (2015. PubMed PMC
Costantini I et al. A versatile clearing agent for multi-modal brain imaging. Sci. Rep 5, 9808 (2015. PubMed PMC
Klingberg A et al. Fully automated evaluation of total glomerular number and capillary tuft size in nephritic kidneys using light-sheet microscopy. J. Am. Soc. Nephrol 28, 452–459 (2017. PubMed PMC
Hama H et al. Scale: a chemical approach for fluorescence imaging and reconstruction of transparent mouse brain. Nat. Neurosci 14, 1481–1488 (2011. PubMed
Ke M-T, Fujimoto S & Imai T SeeDB: a simple and morphology-preserving optical clearing agent for neuronal circuit reconstruction. Nat. Neurosci 16, 1154–1161 (2013. PubMed
Dodt HU et al. Ultramicroscopy: three-dimensional visualization of neuronal networks in the whole mouse brain. Nat. Methods 4, 331–336 (2007. PubMed
Susaki EA & Ueda HR Whole-body and whole-organ clearing and imaging techniques with single-cell resolution: toward organism-level systems biology in mammals. Cell Chem. Biol 23, 137–157 (2016. PubMed
Tainaka K, Kuno A, Kubota SI, Murakami T & Ueda HR Chemical principles in tissue clearing and staining protocols for whole-body cell profiling. Annu. Rev. Cell Dev. Biol 32, 713–741 (2016. PubMed
Murakami TC et al. A three-dimensional single-cell-resolution whole-brain atlas using CUBIC-X expansion microscopy and tissue clearing. Nat. Neurosci 21, 625–637 (2018. PubMed
Amiya T& Tanaka T Phase transitions in crosslinked gels of natural polymers. Macromolecules 20, 1162–1164 (1987.
Shibayama M& Tanaka T in Responsive Gels: Volume Transitions I 1–62 (Springer, 1993.
Lorentz HA Ueber die Beziehung zwischen der Fortpflanzungsgeschwindigkeit des Lichtes und der Körperdichte. Ann. Phys 9, 641–665 (1880.
Lorenz L Ueber die Refractionsconstante. Ann. Phys 11,70–103 (1880.
Tainaka K et al. Chemical landscape for tissue clearing based on hydrophilic reagents. Cell Rep 24, 2196–2210 (2018. PubMed
Belle M et al. Tridimensional visualization and analysis of early human development. Cell 169, 161–173 e112 (2017. PubMed
Kim SY et al. Stochastic electrotransport selectively enhances the transport of highly electromobile molecules. Proc. Natl Acad. Sci. USA 112, E6274–E6283 (2015. PubMed PMC
Murray E et al. Simple, scalable proteomic imaging for high-dimensional profiling of intact systems. Cell 163, 1500–1514 (2015. PubMed PMC
Renier N et al. Mapping of brain activity by automated volume analysis of immediate early genes. Cell 165, 1789–1802 (2016. PubMed PMC
Kubota SI et al. Whole-body profiling of cancer metastasis with single-cell resolution. Cell Rep 20, 236–250 (2017. PubMed
Cai R et al. Panoptic imaging of transparent mice reveals whole-body neuronal projections and skull–meninges connections. Nat. Neurosci 22, 317–327 (2019. PubMed PMC
Deverman BE et al. Cre-dependent selection yields AAV variants for widespread gene transfer to the adult brain. Nat. Biotechnol 34, 204–209 (2016. PubMed PMC
Bedbrook CN, Deverman BE& Gradinaru V Viral strategies for targeting the central and peripheral nervous systems. Annu. Rev. Neurosci 41, 323–348 (2018. PubMed
Keller PJ & Ahrens MB Visualizing whole-brain activity and development at the single-cell level using light-sheet microscopy. Neuron 85, 462–483 (2015. PubMed
Vigouroux RJ, Belle M & Chédotal A Neuroscience in the third dimension: shedding new light on the brain with tissue clearing. Mol. Brain 10, 33 (2017. PubMed PMC
Ertürk A et al. Three-dimensional imaging of solvent-cleared organs using 3DISCO. Nat. Protoc 7, 1983–1995 (2012. PubMed
Liu Z et al. Immune homeostasis enforced by co-localized effector and regulatory T cells. Nature 528, 225–230 (2015. PubMed PMC
Acar M et al. Deep imaging of bone marrow shows non-dividing stem cells are mainly perisinusoidal. Nature 526, 126–130 (2015. PubMed PMC
Espinosa-Medina I et al. Parasympathetic ganglia derive from Schwann cell precursors. Science 345, 87–90 (2014. PubMed
Oshimori N, Oristian D & Fuchs E TGF-β promotes heterogeneity and drug resistance in squamous cell carcinoma. Cell 160, 963–976 (2015. PubMed PMC
Garofalo S et al. Enriched environment reduces glioma growth through immune and non-immune mechanisms in mice. Nat. Commun 6, 6623 (2015. PubMed PMC
von Neubeck B et al. An inhibitory antibody targeting carbonic anhydrase XII abrogates chemoresistance and significantly reduces lung metastases in an orthotopic breast cancer model in vivo. Int. J. Cancer 143, 2065–2075 (2018. PubMed
Tanaka N et al. Whole-tissue biopsy phenotyping of three-dimensional tumours reveals patterns of cancer heterogeneity. Nat. Biomed. Eng 1,796–806 (2017. PubMed
Garvalov BK & Ertürk A Seeing whole-tumour heterogeneity. Nat. Biomed. Eng 1,772–774 (2017. PubMed
Pan C et al. Shrinkage-mediated imaging of entire organs and organisms using uDISCO. Nat. Methods 13, 859–867 (2016. PubMed
Herisson F et al. Direct vascular channels connect skull bone marrow and the brain surface enabling myeloid cell migration. Nat. Neurosci 21, 1209–1217 (2018. PubMed PMC
Pan C et al. Deep learning reveals cancer metastasis and therapeutic antibody targeting in whole body. Cell 179, 1661–1676.e19 (2019. PubMed PMC
Chiang AS et al. Three-dimensional mapping of brain neuropils in the cockroach, Diploptera punctata. J. Comp. Neurol 440, 1–11 (2001. PubMed
Liu Y-C & Chiang A-S High-resolution confocal imaging and three-dimensional rendering. Methods 30, 86–93 (2003. PubMed
Richardson DS & Lichtman JW Clarifying Tissue Clearing. Cell 162, 246–257 (2015. PubMed PMC
Hirshburg J, Choi B, Nelson JS & Yeh AT Correlation between collagen solubility and skin optical clearing using sugars. Lasers Surg. Med 39, 140–144 (2007. PubMed
Hama H et al. ScaleS: an optical clearing palette for biological imaging. Nat. Neurosci 18, 1518–1529 (2015. PubMed
Chance B, Liu H, Kitai T & Zhang Y Effects of solutes on optical properties of biological materials: models, cells, and tissues. Anal. Biochem 227, 351–362 (1995. PubMed
Ke M-T et al. Super-resolution mapping of neuronal circuitry with an index-optimized clearing agent. Cell Rep 14, 2718–2732 (2016. PubMed
Susaki EA et al. Advanced CUBIC protocols for whole-brain and whole-body clearing and imaging. Nat. Protoc 10, 1709–1727 (2015. PubMed
Tatsuki F et al. Involvement of Ca2+-dependent hyperpolarization in sleep duration in mammals. Neuron 90, 70–85 (2016. PubMed
Economo MN et al. A platform for brain-wide imaging and reconstruction of individual neurons. eLife 5, e10566 (2016. PubMed PMC
Wang L et al. The coding of valence and identity in the mammalian taste system. Nature 558, 127–131 (2018. PubMed PMC
Justus D et al. Glutamatergic synaptic integration of locomotion speed via septoentorhinal projections. Nat. Neurosci 20, 16–19 (2017. PubMed
Romanov RA et al. Molecular interrogation of hypothalamic organization reveals distinct dopamine neuronal subtypes. Nat. Neurosci 20, 176–188 (2017. PubMed PMC
Lanjakornsiripan D et al. Layer-specific morphological and molecular differences in neocortical astrocytes and their dependence on neuronal layers. Nat. Commun 9, 1623 (2018. PubMed PMC
Rousso DL et al. Two pairs of on and off retinal ganglion cells are defined by intersectional patterns of transcription factor expression. Cell Rep 15, 1930–1944 (2016. PubMed PMC
Chen JY et al. Hoxb5 marks long-term haematopoietic stem cells and reveals a homogenous perivascular niche. Nature 530, 223–227 (2016. PubMed PMC
Cuccarese MF et al. Heterogeneity of macrophage infiltration and therapeutic response in lung carcinoma revealed by 3D organ imaging. Nat. Commun 8, 14293 (2017. PubMed PMC
Davis FM et al. Single-cell lineage tracing in the mammary gland reveals stochastic clonal dispersion of stem/progenitor cell progeny. Nat. Commun 7, 13053 (2016. PubMed PMC
Li J et al. Single-cell lineage tracing reveals that oriented cell division contributes to trabecular morphogenesis and regional specification. Cell Rep 15, 158–170 (2016. PubMed PMC
Yamamoto J et al. Neuronal signals regulate obesity induced beta-cell proliferation by FoxM1 dependent mechanism. Nat. Commun 8, 1930 (2017. PubMed PMC
Chen F, Tillberg PW & Boyden ES Expansion microscopy. Science 347, 543–548 (2015). PubMed PMC
Matsumoto K et al. Advanced CUBIC tissue clearing for whole-organ cell profiling. Nat. Protoc 14, 3506–3537 (2019). PubMed
Tomer R, Ye L, Hsueh B & Deisseroth K Advanced CLARITY for rapid and high-resolution imaging of intact tissues. Nat. Protoc 9, 1682–1697 (2014). PubMed PMC
Gradinaru V, Treweek J, Overton K & Deisseroth K Hydrogel-tissue chemistry: principles and applications. Annu. Rev. Biophys 47, 355–376 (2018). PubMed PMC
Ku T et al. Multiplexed and scalable super-resolution imaging of three-dimensional protein localization in size-adjustable tissues. Nat. Biotechnol 34, 973–981 (2016). PubMed PMC
Sylwestrak EL, Rajasethupathy P, Wright MA, Jaffe A & Deisseroth K Multiplexed intact-tissue transcriptional analysis at cellular resolution. Cell 164, 792–804 (2016). PubMed PMC
Park Y-G et al. Protection of tissue physicochemical properties using polyfunctional crosslinkers. Nat. Biotechnol 37, 73–83 (2019). PubMed PMC
Renner M et al. Self-organized developmental patterning and differentiation in cerebral organoids. EMBO J 36, 1316–1329 (2017). PubMed PMC
Canter RG et al. 3D mapping reveals network-specific amyloid progression and subcortical susceptibility in mice. Commun. Biol 2, 360 (2019). PubMed PMC
Greenbaum A et al. Bone CLARITY: clearing, imaging, and computational analysis of osteoprogenitors within intact bone marrow. Sci. Transl Med 9, eaah6518 (2017). PubMed
Greenbaum A, Jang MJ, Challis C & Gradinaru V Q&A: how can advances in tissue clearing and optogenetics contribute to our understanding of normal and diseased biology? BMC Biol 15, 87 (2017). PubMed PMC
Shah S et al. Single-molecule RNA detection at depth via hybridization chain reaction and tissue hydrogel embedding and clearing. Development 143, 2862–2867 (2016). PubMed PMC
DePas WH et al. Exposing the three-dimensional biogeography and metabolic states of pathogens in cystic fibrosis sputum via hydrogel embedding, clearing, and rRNA labeling. mBio 7, e00796–e00816 (2016). PubMed PMC
Treweek JB & Gradinaru V Extracting structural and functional features of widely distributed biological circuits with single cell resolution via tissue clearing and delivery vectors. Curr. Opin. Biotechnol 40, 193–207 (2016). PubMed PMC
Menegas W et al. Dopamine neurons projecting to the posterior striatum form an anatomically distinct subclass. eLife 4, e10032 (2015). PubMed PMC
Chan KY et al. Engineered AAVs for efficient noninvasive gene delivery to the central and peripheral nervous systems. Nat. Neurosci 20, 1172–1179 (2017). PubMed PMC
Robinson JE & Gradinaru V Dopaminergic dysfunction in neurodevelopmental disorders: recent advances and synergistic technologies to aid basic research. Curr. Opin. Neurobiol 48, 17–29 (2018). PubMed PMC
Liebmann T et al. Three-dimensional study of Alzheimer’s disease hallmarks using the iDISCO clearing method. Cell Rep 16, 1138–1152 (2016). PubMed PMC
Welniarz Q et al. Non cell-autonomous role of DCC in the guidance of the corticospinal tract at the midline. Sci. Rep 7, 410 (2017). PubMed PMC
Hruska M, Henderson N, Le Marchand SJ, Jafri H & Dalva MB Synaptic nanomodules underlie the organization and plasticity of spine synapses. Nat. Neurosci 21, 671–682 (2018). PubMed PMC
Ando K et al. Inside Alzheimer brain with CLARITY: senile plaques, neurofibrillary tangles and axons in 3-D. Acta Neuropathol 128, 457–459 (2014). PubMed PMC
Morawski M et al. Developing 3D microscopy with CLARITY on human brain tissue: towards a tool for informing and validating MRI-based histology. Neuroimage 182, 417–428 (2018). PubMed PMC
Phillips J et al. Development of passive CLARITY and immunofluorescent labelling of multiple proteins in human cerebellum: understanding mechanisms of neurodegeneration in mitochondrial disease. Sci. Rep 6, 26013 (2016). PubMed PMC
Liu AKL et al. Bringing CLARITY to the human brain: visualization of Lewy pathology in three dimensions. Neuropathol. Appl. Neurobiol 42, 573–587 (2016). PubMed PMC
Lee E et al. ACT-PRESTO: rapid and consistent tissue clearing and labeling method for 3-dimensional (3D) imaging. Sci. Rep 6, 18631 (2016). PubMed PMC
Lai HM et al. Next generation histology methods for three-dimensional imaging of fresh and archival human brain tissues. Nat. Commun 9, 1066 (2018). PubMed PMC
Allen JS, Damasio H & Grabowski TJ Normal neuroanatomical variation in the human brain: an MRI-volumetric study. Am. J. Phys. Anthropol 118, 341–358 (2002). PubMed
Birey F et al. Assembly of functionally integrated human forebrain spheroids. Nature 545, 54–59 (2017). PubMed PMC
Casoni F et al. Development of the neurons controlling fertility in humans: new insights from 3D imaging and transparent fetal brains. Development 143, 3969–3981 (2016). PubMed
Hsueh B et al. Pathways to clinical CLARITY: volumetric analysis of irregular, soft, and heterogeneous tissues in development and disease. Sci. Rep 7, 5899 (2017). PubMed PMC
Behjati S, Lindsay S, Teichmann SA & Haniffa M Mapping human development at single-cell resolution. Development 145, dev152561 (2018). PubMed
Kieffer C, Ladinsky MS, Ninh A, Galimidi RP & Bjorkman PJ Longitudinal imaging of HIV-1 spread in humanized mice with parallel 3D immunofluorescence and electron tomography. eLife 6, e23282 (2017). PubMed PMC
Dantzer R, O’Connor JC, Freund GG, Johnson RW & Kelley KW From inflammation to sickness and depression: when the immune system subjugates the brain. Nat. Rev. Neurosci 9, 46–56 (2008). PubMed PMC
Glaser AK et al. Light-sheet microscopy for slide-free non-destructive pathology of large clinical specimens. Nat. Biomed. Eng 1, 0084 (2017). PubMed PMC
Nojima S et al. CUBIC pathology: three-dimensional imaging for pathological diagnosis. Sci. Rep 7, 9269 (2017). PubMed PMC
Royen ME et al. Three-dimensional microscopic analysis of clinical prostate specimens. Histopathology 69, 985–992 (2016). PubMed
Huisken J, Swoger J, Del Bene F, Wittbrodt J & Stelzer EH Optical sectioning deep inside live embryos by selective plane illumination microscopy. Science 305, 1007–1009 (2004). PubMed
Keller PJ, Schmidt AD, Wittbrodt J & Stelzer EHK Reconstruction of zebrafish early embryonic development by scanned light sheet microscopy. Science 322, 1065–1069 (2008). PubMed
Voie AH, Burns DH & Spelman FA Orthogonal-plane fluorescence optical sectioning: three-dimensional imaging of macroscopic biological specimens. J. Microsc 170, 229–236 (1993). PubMed
Ryan DP et al. Automatic and adaptive heterogeneous refractive index compensation for light-sheet microscopy. Nat. Commun 8, 612 (2017). PubMed PMC
Tomer R et al. SPED light sheet microscopy: fast mapping of biological system structure and function. Cell 163, 1796–1806 (2015). PubMed PMC
Gómez-Gaviro MV et al. Optimized CUBIC protocol for 3D imaging of chicken embryos at single-cell resolution. Development 44, 2092–2097 (2017). PubMed
Stefaniuk M et al. Light-sheet microscopy imaging of a whole cleared rat brain with Thy1-GFP transgene. Sci. Rep 6, 28209 (2016). PubMed PMC
Niedworok CJ et al. Charting monosynaptic connectivity maps by two-color light-sheet fluorescence microscopy. Cell Rep 2, 1375–1386 (2012). PubMed
Planchon TA et al. Rapid three-dimensional isotropic imaging of living cells using Bessel beam plane illumination. Nat. Methods 8, 417–423 (2011). PubMed PMC
Chen BC et al. Lattice light-sheet microscopy: imaging molecules to embryos at high spatiotemporal resolution. Science 346, 1257998 (2014). PubMed PMC
Wu YC et al. Spatially isotropic four-dimensional imaging with dual-view plane illumination microscopy. Nat. Biotechnol 31, 1032–1038 (2013). PubMed PMC
Chhetri RK et al. Whole-animal functional and developmental imaging with isotropic spatial resolution. Nat. Methods 12, 1171–1178 (2015). PubMed
Swoger J, Verveer P, Greger K, Huisken J & Stelzer EH Multi-view image fusion improves resolution in three-dimensional microscopy. Opt. Express 15, 8029–8042 (2007). PubMed
Royer LA et al. Adaptive light-sheet microscopy for long-term, high-resolution imaging in living organisms. Nat. Biotechnol 34, 1267–1278 (2016). PubMed
Royer LA, Lemon WC, Chhetri RK & Keller PJ A practical guide to adaptive light-sheet microscopy. Nat. Protoc 13, 2462–2500 (2018). PubMed
Silvestri L et al. RAPID: real-time image-based autofocus for all wide-field optical microscopy systems. Preprint at bioRxiv 10.1101/170555 (2017). DOI
Hörl D et al. BigStitcher: reconstructing high-resolution image datasets of cleared and expanded samples. Nat. Methods 16, 870–874 (2019). PubMed
Gao R et al. Cortical column and whole-brain imaging with molecular contrast and nanoscale resolution. Science 363, eaau8302 (2019). PubMed PMC
Dean KM, Roudot P, Welf ES, Danuser G & Fiolka R Deconvolution-free subcellular imaging with axially swept light sheet microscopy. Biophys. J 108, 2807–2815 (2015). PubMed PMC
Pende M et al. High-resolution ultramicroscopy of the developing and adult nervous system in optically cleared Drosophila melanogaster. Nat. Commun 9, 4731 (2018). PubMed PMC
Amat F et al. Efficient processing and analysis of large-scale light-sheet microscopy data. Nat. Protoc 10, 1679–1696 (2015). PubMed
Pietzsch T, Saalfeld S, Preibisch S & Tomancak P BigDataViewer: visualization and processing for large image data sets. Nat. Methods 12, 481–483 (2015). PubMed
Schindelin J, Rueden CT, Hiner MC & Eliceiri KW The ImageJ ecosystem: an open platform for biomedical image analysis. Mol. Reprod. Dev 82, 518–529 (2015). PubMed PMC
Pietzsch T, Preibisch S, Tomancak P & Saalfeld S ImgLib2—generic image processing in Java. Bioinformatics 28, 3009–3011 (2012). PubMed PMC
Preibisch S, Saalfeld S, Schindelin J & Tomancak P Software for bead-based registration of selective plane illumination microscopy data. Nat. Methods 7, 418–419 (2010). PubMed
Preibisch S et al. Efficient Bayesian-based multiview deconvolution. Nat. Methods 11, 645–648 (2014). PubMed PMC
Balazs B, Deschamps J, Albert M, Ries J & Hufnagel L A real-time compression library for microscopy images. Preprint at bioRxiv 10.1101/164624 (2017). DOI
Cheeseman BL, Gunther U, Susik M, Gonciarz K & Sbalzarini IF Forget pixels: adaptive particle representation of fluorescence microscopy images. Nat. Commun 9, 5160 (2018). PubMed PMC
Schindelin J et al. Fiji: an open-source platform for biological-image analysis. Nat. Methods 9, 676–682 (2012). PubMed PMC
Tomer R, Denes AS, Tessmar-Raible K & Arendt D Profiling by image registration reveals common origin of annelid mushroom bodies and vertebrate pallium. Cell 142, 800–809 (2010). PubMed
Heckscher ES et al. Atlas-builder software and the eNeuro atlas: resources for developmental biology and neuroscience. Development 141,2524–2532 (2014). PubMed PMC
Ronneberger O et al. ViBE-Z: a framework for 3D virtual colocalization analysis in zebrafish larval brains. Nat. Methods 9, 735–742 (2012). PubMed
Bogovic JA, Hanslovsky P, Wong A & Saalfeld S in 2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI) 1123–1126 (IEEE, 2016).
Zheng Z et al. A complete electron microscopy volume of the brain of adult Drosophila melanogaster. Cell 174, 730–743.e22 (2017). PubMed PMC
Sommer CS, Kothe C, Hamprecht U & Ilastik FA in 2011 IEEE International Symposium on Biomedical Imaging: From Nano to Macro 230–233 (IEEE, 2011).
Fürth D et al. An interactive framework for whole-brain maps at cellular resolution. Nat. Neurosci 21, 139–149 (2018). PubMed PMC
Oh SW et al. A mesoscale connectome of the mouse brain. Nature 508, 207–214 (2014). PubMed PMC
Lein ES et al. Genome-wide atlas of gene expression in the adult mouse brain. Nature 445, 168–176 (2007). PubMed
Saalfeld S, Cardona A, Hartenstein V & Tomancak P CATMAID: collaborative annotation toolkit for massive amounts of image data. Bioinformatics 25, 1984–1986 (2009). PubMed PMC
Schneider-Mizell CM et al. Quantitative neuroanatomy for connectomics in Drosophila. eLife 5, e12059 (2016). PubMed PMC
Amat F et al. Fast, accurate reconstruction of cell lineages from large-scale fluorescence microscopy data. Nat. Methods 11, 951–958 (2014). PubMed
Bria A & Iannello G TeraStitcher - a tool for fast automatic 3D-stitching of teravoxel-sized microscopy images. BMC Bioinforma 13, 316 (2012). PubMed PMC
Wolff C et al. Multi-view light-sheet imaging and tracking with the MaMuT software reveals the cell lineage of a direct developing arthropod limb. eLife 7, e34410 (2018). PubMed PMC
Moffitt JR et al. Molecular, spatial, and functional single-cell profiling of the hypothalamic preoptic region. Science 362, eaau5324 (2018). PubMed PMC
Bakutkin VV, Maksimova IL, Semyonova TN, Tuchin VV & Kon IL in Ophthalmic Technologies V 137–142 (SPIE, 1995).
Zimnyakov DA, Tuchin VV, Michin AA, Kon IL & Serov AN in Ophthalmic Technologies VI 233–243 (SPIE, 1996).
Tuchin VV et al. in Photon Propagation in Tissues II 118–143 (SPIE, 1996).
Tuchin VV et al. Light propagation in tissues with controlled optical properties. J. Biomed. Opt 2, 401–417 (1997). PubMed
Bashkatov AN et al. in Ophthalmic Technologies IX 311–320 (SPIE, 1999).
Tuchin VV et al. Optics of living tissues with controlled scattering properties. Proc. SPIE 3863, 10–21 (1999).
Tuchin VV, Xu X & Wang RK Dynamic optical coherence tomography in studies of optical clearing, sedimentation, and aggregation of immersed blood. Appl. Opt 41, 258–271 (2002). PubMed
Xu X, Wang RK, Elder JB & Tuchin VV Effect of dextran-induced changes in refractive index and aggregation on optical properties of whole blood. Phys. Med. Biol 48, 1205–1221 (2003). PubMed
Liu H, Beauvoit B, Kimura M & Chance B Dependence of tissue optical properties on solute-induced changes in refractive index and osmolarity. J. Biomed. Opt 1, 200–211 (1996). PubMed
Vargas O, Chan EK, Barton JK, Rylander HG & Welch AJ Use of an agent to reduce scattering in skin. Lasers Surg. Med 24, 133–141 (1999). PubMed
Vargas G, Chan KF, Thomsen SL & Welch AJ Use of osmotically active agents to alter optical properties of tissue: effects on the detected fluorescence signal measured through skin. Lasers Surg. Med 29, 213–220 (2001). PubMed
Wang RK, Xu X, Tuchin VV & Elder JB Concurrent enhancement of imaging depth and contrast for optical coherence tomography by hyperosmotic agents. JOSA B 18, 948–953 (2001).
Xu X & Wang RK The role of water desorption on optical clearing of biotissue: studied with near infrared reflectance spectroscopy. Med. Phys 30, 1246–1253 (2003). PubMed
Jiang J & Wang RK Comparing the synergistic effects of oleic acid and dimethyl sulfoxide as vehicles for optical clearing of skin tissue in vitro. Phys. Med. Biol 49, 5283–5294 (2004). PubMed
Choi B et al. Determination of chemical agent optical clearing potential using in vitro human skin. Lasers Surg. Med 36, 72–75 (2005). PubMed
Staudt T, Lang MC, Medda R, Engelhardt J & Hell SW 2,2′-Thiodiethanol: a new water soluble mounting medium for high resolution optical microscopy. Microsc. Res. Tech 70, 1–9 (2007). PubMed
Aoyagi Y, Kawakami R, Osanai H, Hibi T & Nemoto T A rapid optical clearing protocol using 2,2′-thiodiethanol for microscopic observation of fixed mouse brain. PLOS ONE 10, e0116280 (2015). PubMed PMC
Kuwajima T et al. ClearT: a detergent- and solvent-free clearing method for neuronal and non-neuronal tissue. Development 140, 1364–1368 (2013). PubMed PMC
Tsai PS et al. Correlations of neuronal and microvascular densities in murine cortex revealed by direct counting and colocalization of nuclei and vessels. J. Neurosci 29, 14553–14570 (2009). PubMed PMC
Hou B et al. Scalable and DiI-compatible optical clearance of the mammalian brain. Front Neuroanat 9, 19 (2015). PubMed PMC
Diogo R, Siomava N & Gitton Y Development of human limb muscles based on whole-mount immunostaining and the links between ontogeny and evolution. Development 146, dev180349 (2019). PubMed
LaVision BioTec. The UltraMicroscope setup. LaVision BioTec https://www.lavisionbiotec.com/products/UltraMicroscope/specification.html (2019).
Zeiss. Lightsheet Z1. Zeiss https://www.zeiss.com/microscopy/us/products/imaging-systems/lightsheet-z-1.html#downloads (2019).
Engelbrecht CJ & Stelzer EH Resolution enhancement in a light-sheet-based microscope (SPIM). Opt. Lett 31, 1477–1479 (2006). PubMed
Schwarz MK et al. Fluorescent-protein stabilization and high-resolution imaging of cleared, intact mouse brains. PLOS ONE 10, e0124650 (2015). PubMed PMC
Jing D et al. Tissue clearing of both hard and soft tissue organs with the PEGASOS method. Cell Res 28, 803–818 (2018). PubMed PMC
Becker K, Jährling N, Saghafi S, Weiler R & Dodt HU Chemical clearing and dehydration of GFP expressing mouse brains. PLOS ONE 7, e33916 (2012). PubMed PMC
Scott GD, Blum ED, Fryer AD & Jacoby DB Tissue optical clearing, three-dimensional imaging, and computer morphometry in whole mouse lungs and human airways. Am. J. Respir. Cell. Mol. Biol 51, 43–55 (2014). PubMed PMC
Ertürk A, Lafkas D & Chalouni C Imaging cleared intact biological systems at a cellular level by 3DISCO. J. Vis. Exp 10.3791/5138 (2014). PubMed DOI PMC
Epp JR et al. Optimization of CLARITY for clearing whole-brain and other intact organs. eNeuro 2, ENEURO.0022-15.2015 (2015). PubMed PMC
Abe T et al. Visualization of cell cycle in mouse embryos with Fucci2 reporter directed by Rosa26 promoter. Development 140, 237–246 (2013). PubMed
Breuss M et al. The expression of tubb2b undergoes a developmental transition in murine cortical neurons. J. Comp. Neurol 523, 2161–2186 (2015). PubMed
Sekitani T et al. Ultraflexible organic amplifier with biocompatible gel electrodes. Nat. Commun 7, 11425 (2016). PubMed PMC
Mizutani H et al. Transparency-enhancing technology allows three-dimensional assessment of gastrointestinal mucosa: a porcine model. Pathol. Int 68, 102–108 (2018). PubMed
Warner CA et al. An optical clearing technique for plant tissues allowing deep imaging and compatible with fluorescence microscopy. Plant. Physiol 166, 1684–1687 (2014). PubMed PMC
Hasegawa J et al. Three-dimensional imaging of plant organs using a simple and rapid transparency technique. Plant Cell Physiol 57, 462–472 (2016). PubMed
Chen L et al. UbasM: an effective balanced optical clearing method for intact biomedical imaging. Sci. Rep 7, 12218 (2017). PubMed PMC
Kurihara D, Mizuta Y, Sato Y & Higashiyama T ClearSee: a rapid optical clearing reagent for whole-plant fluorescence imaging. Development 142, 4168–4179 (2015). PubMed PMC
Wang Z et al. Imaging transparent intact cardiac tissue with single-cell resolution. Biomed. Opt. Express 9, 423–436 (2018). PubMed PMC
Yu T et al. RTF: a rapid and versatile tissue optical clearing method. Sci. Rep 8, 1964 (2018). PubMed PMC
Li W, Germain RN & Gerner MY Multiplex, quantitative cellular analysis in large tissue volumes with clearing-enhanced 3D microscopy (Ce3D). Proc. Natl Acad. Sci. USA 114, E7321–E7330 (2017). PubMed PMC
Lai HM et al. Rationalisation and validation of an acrylamide-free procedure in three-dimensional histological imaging. PLOS ONE 11, e0158628 (2016). PubMed PMC
Xu N et al. Fast free-of-acrylamide clearing tissue (FACT)—an optimized new protocol for rapid, high-resolution imaging of three-dimensional brain tissue. Sci. Rep 7, 9895 (2017). PubMed PMC
Perbellini F et al. Free-of-Acrylamide SDS-based tissue clearing (FASTClear) for three dimensional visualization of myocardial tissue. Sci. Rep 7, 5188 (2017). PubMed PMC