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Yi Y, Li Y, Zhang S, Men Y, Wang Y, Jing D, Ding J, Zhu Q, Chen Z, Chen X, Li JL, Wang Y, Wang J, Peng H, Zhang L, Luo W, Feng JQ, He Y, Ge WP, Zhao H. Mapping of individual sensory nerve axons from digits to spinal cord with the transparent embedding solvent system. Cell Res 2024; 34:124-139. [PMID: 38168640 PMCID: PMC10837210 DOI: 10.1038/s41422-023-00867-3] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2023] [Accepted: 08/07/2023] [Indexed: 01/05/2024] Open
Abstract
Achieving uniform optical resolution for a large tissue sample is a major challenge for deep imaging. For conventional tissue clearing methods, loss of resolution and quality in deep regions is inevitable due to limited transparency. Here we describe the Transparent Embedding Solvent System (TESOS) method, which combines tissue clearing, transparent embedding, sectioning and block-face imaging. We used TESOS to acquire volumetric images of uniform resolution for an adult mouse whole-body sample. The TESOS method is highly versatile and can be combined with different microscopy systems to achieve uniformly high resolution. With a light sheet microscope, we imaged the whole body of an adult mouse, including skin, at a uniform 0.8 × 0.8 × 3.5 μm3 voxel resolution within 120 h. With a confocal microscope and a 40×/1.3 numerical aperture objective, we achieved a uniform sub-micron resolution in the whole sample to reveal a complete projection of individual nerve axons within the central or peripheral nervous system. Furthermore, TESOS allowed the first mesoscale connectome mapping of individual sensory neuron axons spanning 5 cm from adult mouse digits to the spinal cord at a uniform sub-micron resolution.
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Affiliation(s)
- Yating Yi
- State Key Laboratory of Oral Diseases, National Center for Stomatology, National Clinical Research Center for Oral Diseases, West China Hospital of Stomatology, Sichuan University, Chengdu, Sichuan, China
- Department of Orthodontics, West China Hospital of Stomatology, Sichuan University, Chengdu, Sichuan, China
- Chinese Institute for Brain Research, Beijing, China
| | - Youqi Li
- Chinese Institute for Brain Research, Beijing, China
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
- School of Basic Medical Sciences, Capital Medical University, Beijing, China
| | - Shiwen Zhang
- State Key Laboratory of Oral Diseases, National Center for Stomatology, National Clinical Research Center for Oral Diseases, West China Hospital of Stomatology, Sichuan University, Chengdu, Sichuan, China
- Department of Oral Implantology, West China Hospital of Stomatology, Sichuan University, Chengdu, Sichuan, China
| | - Yi Men
- State Key Laboratory of Oral Diseases, National Center for Stomatology, National Clinical Research Center for Oral Diseases, West China Hospital of Stomatology, Sichuan University, Chengdu, Sichuan, China
- Department of Head and Neck Oncology, West China Hospital of Stomatology, Sichuan University, Chengdu, Sichuan, China
| | - Yuhong Wang
- West China School of Public Health and West China Fourth Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Dian Jing
- Department of Orthodontics, Shanghai Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine; College of Stomatology, Shanghai Jiao Tong University; National Center for Stomatology; National Clinical Research Center for Oral Diseases; Shanghai Key Laboratory of Stomatology; Shanghai Research Institute of Stomatology, Shanghai, China
| | - Jiayi Ding
- Chinese Institute for Brain Research, Beijing, China
- Academy for Advanced Interdisciplinary Studies, Peking University, Beijing, China
| | - Qingjie Zhu
- Chinese Institute for Brain Research, Beijing, China
| | - Zexi Chen
- Chinese Institute for Brain Research, Beijing, China
| | - Xingjun Chen
- Chinese Institute for Brain Research, Beijing, China
- Academy for Advanced Interdisciplinary Studies, Peking University, Beijing, China
| | - Jun-Liszt Li
- Chinese Institute for Brain Research, Beijing, China
- Academy for Advanced Interdisciplinary Studies, Peking University, Beijing, China
| | - Yilong Wang
- Chinese Institute for Brain Research, Beijing, China
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Jun Wang
- State Key Laboratory of Oral Diseases, National Center for Stomatology, National Clinical Research Center for Oral Diseases, West China Hospital of Stomatology, Sichuan University, Chengdu, Sichuan, China
- Department of Orthodontics, West China Hospital of Stomatology, Sichuan University, Chengdu, Sichuan, China
| | - Hanchuan Peng
- SEU-ALLEN Joint Center, Institute for Brain and Intelligence, Southeast University, Nanjing, Jiangsu, China
| | - Li Zhang
- Chinese Institute for Brain Research, Beijing, China
| | | | - Jian Q Feng
- Texas A&M University, College of Dentistry, Dallas, TX, USA
| | - Yongwen He
- Qujing Medical College, Qujing, Yunnan, China.
| | - Woo-Ping Ge
- Chinese Institute for Brain Research, Beijing, China.
| | - Hu Zhao
- Chinese Institute for Brain Research, Beijing, China.
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Mitrakas AG, Tsolou A, Didaskalou S, Karkaletsou L, Efstathiou C, Eftalitsidis E, Marmanis K, Koffa M. Applications and Advances of Multicellular Tumor Spheroids: Challenges in Their Development and Analysis. Int J Mol Sci 2023; 24:ijms24086949. [PMID: 37108113 PMCID: PMC10138394 DOI: 10.3390/ijms24086949] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2023] [Revised: 03/31/2023] [Accepted: 04/06/2023] [Indexed: 04/29/2023] Open
Abstract
Biomedical research requires both in vitro and in vivo studies in order to explore disease processes or drug interactions. Foundational investigations have been performed at the cellular level using two-dimensional cultures as the gold-standard method since the early 20th century. However, three-dimensional (3D) cultures have emerged as a new tool for tissue modeling over the last few years, bridging the gap between in vitro and animal model studies. Cancer has been a worldwide challenge for the biomedical community due to its high morbidity and mortality rates. Various methods have been developed to produce multicellular tumor spheroids (MCTSs), including scaffold-free and scaffold-based structures, which usually depend on the demands of the cells used and the related biological question. MCTSs are increasingly utilized in studies involving cancer cell metabolism and cell cycle defects. These studies produce massive amounts of data, which demand elaborate and complex tools for thorough analysis. In this review, we discuss the advantages and disadvantages of several up-to-date methods used to construct MCTSs. In addition, we also present advanced methods for analyzing MCTS features. As MCTSs more closely mimic the in vivo tumor environment, compared to 2D monolayers, they can evolve to be an appealing model for in vitro tumor biology studies.
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Affiliation(s)
- Achilleas G Mitrakas
- Cell Biology Lab, Department of Molecular Biology and Genetics, Democritus University of Thrace, 68100 Alexandroupolis, Greece
| | - Avgi Tsolou
- Cell Biology Lab, Department of Molecular Biology and Genetics, Democritus University of Thrace, 68100 Alexandroupolis, Greece
| | - Stylianos Didaskalou
- Cell Biology Lab, Department of Molecular Biology and Genetics, Democritus University of Thrace, 68100 Alexandroupolis, Greece
| | - Lito Karkaletsou
- Cell Biology Lab, Department of Molecular Biology and Genetics, Democritus University of Thrace, 68100 Alexandroupolis, Greece
| | - Christos Efstathiou
- Cell Biology Lab, Department of Molecular Biology and Genetics, Democritus University of Thrace, 68100 Alexandroupolis, Greece
| | - Evgenios Eftalitsidis
- Cell Biology Lab, Department of Molecular Biology and Genetics, Democritus University of Thrace, 68100 Alexandroupolis, Greece
| | - Konstantinos Marmanis
- Cell Biology Lab, Department of Molecular Biology and Genetics, Democritus University of Thrace, 68100 Alexandroupolis, Greece
| | - Maria Koffa
- Cell Biology Lab, Department of Molecular Biology and Genetics, Democritus University of Thrace, 68100 Alexandroupolis, Greece
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Malivert M, Harms F, Veilly C, Legrand J, Li Z, Bayer E, Choquet D, Ducros M. Active image optimization for lattice light sheet microscopy in thick samples. BIOMEDICAL OPTICS EXPRESS 2022; 13:6211-6228. [PMID: 36589592 PMCID: PMC9774867 DOI: 10.1364/boe.471757] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/03/2022] [Revised: 09/09/2022] [Accepted: 09/14/2022] [Indexed: 05/02/2023]
Abstract
Lattice light-sheet microscopy (LLSM) is a very efficient technique for high resolution 3D imaging of dynamic phenomena in living biological samples. However, LLSM imaging remains limited in depth due to optical aberrations caused by sample-based refractive index mismatch. Here, we propose a simple and low-cost active image optimization (AIO) method to recover high resolution imaging inside thick biological samples. AIO is based on (1) a light-sheet autofocus step (AF) followed by (2) an adaptive optics image-based optimization. We determine the optimum AIO parameters to provide a fast, precise and robust aberration correction on biological samples. Finally, we demonstrate the performances of our approach on sub-micrometric structures in brain slices and plant roots.
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Affiliation(s)
- Maxime Malivert
- Université de Bordeaux, CNRS, INSERM, Bordeaux Imaging Center (BIC), UAR 3420, US 4, F-33000 Bordeaux, France
- Imagine Optic, F-91400 Orsay, France
| | | | | | | | - Ziqiang Li
- Université de Bordeaux, CNRS, Laboratory of Membrane Biogenesis (LBM), UMR 5200, F-33140 Villenave d’Ornon, France
| | - Emmanuelle Bayer
- Université de Bordeaux, CNRS, Laboratory of Membrane Biogenesis (LBM), UMR 5200, F-33140 Villenave d’Ornon, France
| | - Daniel Choquet
- Université de Bordeaux, CNRS, INSERM, Bordeaux Imaging Center (BIC), UAR 3420, US 4, F-33000 Bordeaux, France
- Université de Bordeaux, CNRS, Interdisciplinary Institute for Neuroscience (IINS), UMR 5297, F-33000 Bordeaux, France
| | - Mathieu Ducros
- Université de Bordeaux, CNRS, INSERM, Bordeaux Imaging Center (BIC), UAR 3420, US 4, F-33000 Bordeaux, France
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4
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Imperato S, Harms F, Hubert A, Mercier M, Bourdieu L, Fragola A. Single-shot quantitative aberration and scattering length measurements in mouse brain tissues using an extended-source Shack-Hartmann wavefront sensor. OPTICS EXPRESS 2022; 30:15250-15265. [PMID: 35473251 DOI: 10.1364/oe.456651] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/18/2022] [Accepted: 03/31/2022] [Indexed: 05/18/2023]
Abstract
Deep fluorescence imaging in mammalian brain tissues remains challenging due to scattering and optical aberration-induced loss in signal and resolution. Correction of aberrations using adaptive optics (AO) requires their reliable measurement in the tissues. Here, we show that an extended-source Shack-Hartmann wavefront sensor (ESSH) allows quantitative aberration measurements through fixed brain slices with a thickness up to four times their scattering length. We demonstrate in particular that this wavefront measurement method based on image correlation is more robust to scattering compared to the standard centroid-based approach. Finally, we obtain a measurement of the tissue scattering length taking advantage of the geometry of a Shack-Hartmann sensor.
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Semenova N, Tuchin VV. 3D models of the dynamics of cancer cells under external pressure. CHAOS (WOODBURY, N.Y.) 2021; 31:083122. [PMID: 34470224 DOI: 10.1063/5.0056764] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/13/2021] [Accepted: 07/20/2021] [Indexed: 06/13/2023]
Abstract
Skin cancer is one of the most frequent cancers worldwide. Recently, it has been shown that the tumor proliferation rate in skin and its dynamics can be changed by an osmotic pressure. However, these findings are rather unstructured. A weak pressure can slow down the tumor growth, while a very high pressure can, on the contrary, lead to accelerated growth and metastases. The magnitude and spatial distribution of osmotic pressures in tumors at present cannot be measured experimentally. Therefore, it is of particular interest to find appropriate models that would simulate the effects of additional osmotic pressures in skin and assess the features of its implementation. In this paper, we suggest an improved model based on the principles of the conventional hydrodynamic model for macrophase separations, which allows one to include not only the properties of healthy and cancer cells but also the microenvironment. We study and analyze the proliferation of cancer cells in 3D models of the epidermal layer of skin under an osmotic pressure. There are two suggested 3D models that are based on the same principles: (1) cellular cubic lattice and (2) cell spheroid. This allows expanding the application of the model depending on a given task. Here, we are focused on the study of melanoma at an early stage when there are not many cancer cells. Additional compressive and expansive pressures are added to the central part of the system. Both systems demonstrate similar results in slowing down the rate of tumor growth with a small pressure.
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Affiliation(s)
- Nadezhda Semenova
- Department of Fundamental Medicine and Medical Technology, Institute of Physics, Saratov State University, 83 Astrakhanskaya str., Saratov 410012, Russia
| | - Valery V Tuchin
- Laboratory of Biomedical Photoacoustics, Science Medical Center, Saratov State University, 112A Bolshaya Kazachya, Saratov 410012, Russia
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6
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Machacova S, Chmelova H, Vavrova A, Kozmik Z, Kozmikova I. Optical Clearing and Light Sheet Microscopy Imaging of Amphioxus. Front Cell Dev Biol 2021; 9:702986. [PMID: 34381783 PMCID: PMC8350520 DOI: 10.3389/fcell.2021.702986] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2021] [Accepted: 06/21/2021] [Indexed: 11/13/2022] Open
Abstract
Cephalochordates (amphioxi or lancelets) are representatives of the most basally divergent group of the chordate phylum. Studies of amphioxus development and anatomy hence provide a key insight into vertebrate evolution. More widespread use of amphioxus in the evo-devo field would be greatly facilitated by expanding the methodological toolbox available in this model system. For example, evo-devo research on amphioxus requires deep understanding of animal anatomy. Although conventional confocal microscopy can visualize transparent amphioxus embryos and early larvae, the imaging of later developmental stages is problematic because of the size and opaqueness of the animal. Here, we show that light sheet microscopy combined with tissue clearing methods enables exploration of large amphioxus specimens while keeping the surface and the internal structures intact. We took advantage of the phenomenon of autofluorescence of amphioxus larva to highlight anatomical details. In order to investigate molecular markers at the single-cell level, we performed antibody-based immunodetection of melanopsin and acetylated-α-tubulin to label rhabdomeric photoreceptors and the neuronal scaffold. Our approach that combines light sheet microscopy with the clearing protocol, autofluorescence properties of amphioxus, and antibody immunodetection allows visualizing anatomical structures and even individual cells in the 3D space of the entire animal body.
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Affiliation(s)
- Simona Machacova
- Laboratory of Transcriptional Regulation, Institute of Molecular Genetics of the Czech Academy of Sciences, Prague, Czechia
| | - Helena Chmelova
- Light Microscopy Core Facility, Institute of Molecular Genetics of the Czech Academy of Sciences, Prague, Czechia
| | - Anna Vavrova
- Laboratory of Transcriptional Regulation, Institute of Molecular Genetics of the Czech Academy of Sciences, Prague, Czechia
| | - Zbynek Kozmik
- Laboratory of Transcriptional Regulation, Institute of Molecular Genetics of the Czech Academy of Sciences, Prague, Czechia
| | - Iryna Kozmikova
- Laboratory of Transcriptional Regulation, Institute of Molecular Genetics of the Czech Academy of Sciences, Prague, Czechia
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7
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Susaki EA, Takasato M. Perspective: Extending the Utility of Three-Dimensional Organoids by Tissue Clearing Technologies. Front Cell Dev Biol 2021; 9:679226. [PMID: 34195197 PMCID: PMC8236633 DOI: 10.3389/fcell.2021.679226] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2021] [Accepted: 05/11/2021] [Indexed: 01/06/2023] Open
Abstract
An organoid, a self-organizing organ-like tissue developed from stem cells, can exhibit a miniaturized three-dimensional (3D) structure and part of the physiological functions of the original organ. Due to the reproducibility of tissue complexity and ease of handling, organoids have replaced real organs and animals for a variety of uses, such as investigations of the mechanisms of organogenesis and disease onset, and screening of drug effects and/or toxicity. The recent advent of tissue clearing and 3D imaging techniques have great potential contributions to organoid studies by allowing the collection and analysis of 3D images of whole organoids with a reasonable throughput and thus can expand the means of examining the 3D architecture, cellular components, and variability among organoids. Genetic and histological cell-labeling methods, together with organoid clearing, also allow visualization of critical structures and cellular components within organoids. The collected 3D data may enable image analysis to quantitatively assess structures within organoids and sensitively/effectively detect abnormalities caused by perturbations. These capabilities of tissue/organoid clearing and 3D imaging techniques not only extend the utility of organoids in basic biology but can also be applied for quality control of clinical organoid production and large-scale drug screening.
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Affiliation(s)
- Etsuo A. Susaki
- Department of Biochemistry and Systems Biomedicine, Graduate School of Medicine, Juntendo University, Tokyo, Japan
- Laboratory for Synthetic Biology, RIKEN Center for Biosystems Dynamics Research, Osaka, Japan
| | - Minoru Takasato
- Laboratory for Human Organogenesis, RIKEN Center for Biosystems Dynamics Research, Kobe, Japan
- Laboratory of Molecular Cell Biology and Development, Department of Animal Development and Physiology, Graduate School of Biostudies, Kyoto University, Kyoto, Japan
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Influence of ClearT and ClearT2 Agitation Conditions in the Fluorescence Imaging of 3D Spheroids. Int J Mol Sci 2020; 22:ijms22010266. [PMID: 33383886 PMCID: PMC7796078 DOI: 10.3390/ijms22010266] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2020] [Revised: 12/25/2020] [Accepted: 12/26/2020] [Indexed: 11/16/2022] Open
Abstract
3D tumor spheroids have arisen in the last years as potent tools for the in vitro screening of novel anticancer therapeutics. Nevertheless, to increase the reproducibility and predictability of the data originated from the spheroids it is still necessary to develop or optimize the techniques used for spheroids’ physical and biomolecular characterization. Fluorescence microscopy, such as confocal laser scanning microscopy (CLSM), is a tool commonly used by researchers to characterize spheroids structure and the antitumoral effect of novel therapeutics. However, its application in spheroids’ analysis is hindered by the limited light penetration in thick samples. For this purpose, optical clearing solutions have been explored to increase the spheroids’ transparency by reducing the light scattering. In this study, the influence of agitation conditions (i.e., static, horizontal agitation, and rotatory agitation) on the ClearT and ClearT2 methods’ clearing efficacy and tumor spheroids’ imaging by CLSM was characterized. The obtained results demonstrate that the ClearT method results in the improved imaging of the spheroids interior, whereas the ClearT2 resulted in an increased propidium iodide mean fluorescence intensity as well as a higher signal depth in the Z-axis. Additionally, for both methods, the best clearing results were obtained for the spheroids treated under the rotatory agitation. In general, this work provides new insights on the ClearT and ClearT2 clearing methodologies and their utilization for improving the reproducibility of the data obtained through the CLSM, such as the analysis of the cell death in response to therapeutics administration.
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Lee TB, Lee J, Jun JH. Three-Dimensional Approaches in Histopathological Tissue Clearing System. KOREAN JOURNAL OF CLINICAL LABORATORY SCIENCE 2020. [DOI: 10.15324/kjcls.2020.52.1.1] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/20/2023] Open
Affiliation(s)
- Tae Bok Lee
- Confocal Core Facility, Center for Medical Innovation, Seoul National University Hospital, Seoul, Korea
| | - Jaewang Lee
- Department of Biomedical Laboratory Science, College of Health Science, Eulji University, Seongnam, Korea
| | - Jin Hyun Jun
- Department of Biomedical Laboratory Science, College of Health Science, Eulji University, Seongnam, Korea
- Department of Senior Healthcare, BK21 Plus Program, Graduate School of Eulji University, Seongnam, Korea
- Eulji Medi-Bio Research Institute (EMBRI), Eulji University, Daejeon, Korea
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Wen L, Fan Z, Mikulski Z, Ley K. Imaging of the immune system - towards a subcellular and molecular understanding. J Cell Sci 2020; 133:133/5/jcs234922. [PMID: 32139598 DOI: 10.1242/jcs.234922] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022] Open
Abstract
Immune responses involve many types of leukocytes that traffic to the site of injury, recognize the insult and respond appropriately. Imaging of the immune system involves a set of methods and analytical tools that are used to visualize immune responses at the cellular and molecular level as they occur in real time. We will review recent and emerging technological advances in optical imaging, and their application to understanding the molecular and cellular responses of neutrophils, macrophages and lymphocytes. Optical live-cell imaging provides deep mechanistic insights at the molecular, cellular, tissue and organism levels. Live-cell imaging can capture quantitative information in real time at subcellular resolution with minimal phototoxicity and repeatedly in the same living cells or in accessible tissues of the living organism. Advanced FRET probes allow tracking signaling events in live cells. Light-sheet microscopy allows for deeper tissue penetration in optically clear samples, enriching our understanding of the higher-level organization of the immune response. Super-resolution microscopy offers insights into compartmentalized signaling at a resolution beyond the diffraction limit, approaching single-molecule resolution. This Review provides a current perspective on live-cell imaging in vitro and in vivo with a focus on the assessment of the immune system.
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Affiliation(s)
- Lai Wen
- Laboratory of Inflammation Biology, La Jolla Institute for Immunology, 9420 Athena Circle Drive, La Jolla, CA 92037, USA
| | - Zhichao Fan
- Department of Immunology, School of Medicine, UConn Health, 263 Farmington Avenue, Farmington, CT 06030, USA
| | - Zbigniew Mikulski
- Microscopy Core Facility, La Jolla Institute for Immunology, 9420 Athena Circle Drive, La Jolla, CA 92037, USA
| | - Klaus Ley
- Laboratory of Inflammation Biology, La Jolla Institute for Immunology, 9420 Athena Circle Drive, La Jolla, CA 92037, USA .,Department of Bioengineering, University of California, San Diego, 9500 Gilman Drive, La Jolla, CA 92093, USA
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11
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Nürnberg E, Vitacolonna M, Klicks J, von Molitor E, Cesetti T, Keller F, Bruch R, Ertongur-Fauth T, Riedel K, Scholz P, Lau T, Schneider R, Meier J, Hafner M, Rudolf R. Routine Optical Clearing of 3D-Cell Cultures: Simplicity Forward. Front Mol Biosci 2020; 7:20. [PMID: 32154265 PMCID: PMC7046628 DOI: 10.3389/fmolb.2020.00020] [Citation(s) in RCA: 57] [Impact Index Per Article: 11.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2019] [Accepted: 02/04/2020] [Indexed: 12/11/2022] Open
Abstract
Three-dimensional cell cultures, such as spheroids and organoids, serve as increasingly important models in fundamental and applied research and start to be used for drug screening purposes. Optical tissue clearing procedures are employed to enhance visualization of fluorescence-stained organs, tissues, and three-dimensional cell cultures. To get a more systematic overview about the effects and applicability of optical tissue clearing on three-dimensional cell cultures, we compared six different clearing/embedding protocols on seven types of spheroid- and chip-based three-dimensional cell cultures of approximately 300 μm in size that were stained with nuclear dyes, immunofluorescence, cell trackers, and cyan fluorescent protein. Subsequent whole mount confocal microscopy and semi-automated image analysis were performed to quantify the effects. Quantitative analysis included fluorescence signal intensity and signal-to-noise ratio as a function of z-depth as well as segmentation and counting of nuclei and immunopositive cells. In general, these analyses revealed five key points, which largely confirmed current knowledge and were quantified in this study. First, there was a massive variability of effects of different clearing protocols on sample transparency and shrinkage as well as on dye quenching. Second, all tested clearing protocols worked more efficiently on samples prepared with one cell type than on co-cultures. Third, z-compensation was imperative to minimize variations in signal-to-noise ratio. Fourth, a combination of sample-inherent cell density, sample shrinkage, uniformity of signal-to-noise ratio, and image resolution had a strong impact on data segmentation, cell counts, and relative numbers of immunofluorescence-positive cells. Finally, considering all mentioned aspects and including a wish for simplicity and speed of protocols - in particular, for screening purposes - clearing with 88% Glycerol appeared to be the most promising option amongst the ones tested.
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Affiliation(s)
- Elina Nürnberg
- Institute of Molecular and Cell Biology, Faculty of Biotechnology, Mannheim University of Applied Sciences, Mannheim, Germany
- Zentralinstitut für Seelische Gesundheit, Department of Translational Brain Research, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
| | - Mario Vitacolonna
- Institute of Molecular and Cell Biology, Faculty of Biotechnology, Mannheim University of Applied Sciences, Mannheim, Germany
| | - Julia Klicks
- Institute of Molecular and Cell Biology, Faculty of Biotechnology, Mannheim University of Applied Sciences, Mannheim, Germany
| | - Elena von Molitor
- Institute of Molecular and Cell Biology, Faculty of Biotechnology, Mannheim University of Applied Sciences, Mannheim, Germany
| | - Tiziana Cesetti
- Institute of Molecular and Cell Biology, Faculty of Biotechnology, Mannheim University of Applied Sciences, Mannheim, Germany
| | - Florian Keller
- Institute of Molecular and Cell Biology, Faculty of Biotechnology, Mannheim University of Applied Sciences, Mannheim, Germany
| | - Roman Bruch
- Institute of Molecular and Cell Biology, Faculty of Biotechnology, Mannheim University of Applied Sciences, Mannheim, Germany
| | | | | | | | - Thorsten Lau
- Zentralinstitut für Seelische Gesundheit, Department of Translational Brain Research, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
| | | | - Julia Meier
- TIP Oncology, Merck Healthcare KGaA, Darmstadt, Germany
| | - Mathias Hafner
- Institute of Molecular and Cell Biology, Faculty of Biotechnology, Mannheim University of Applied Sciences, Mannheim, Germany
| | - Rüdiger Rudolf
- Institute of Molecular and Cell Biology, Faculty of Biotechnology, Mannheim University of Applied Sciences, Mannheim, Germany
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12
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Costa EC, Silva DN, Moreira AF, Correia IJ. Optical clearing methods: An overview of the techniques used for the imaging of 3D spheroids. Biotechnol Bioeng 2019; 116:2742-2763. [PMID: 31282993 DOI: 10.1002/bit.27105] [Citation(s) in RCA: 54] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2019] [Revised: 05/17/2019] [Accepted: 06/24/2019] [Indexed: 12/13/2022]
Abstract
Spheroids have emerged as in vitro models that reproduce in a great extent the architectural microenvironment found in human tissues. However, the imaging of 3D cell cultures is highly challenging due to its high thickness, which results in a light-scattering phenomenon that limits light penetration. Therefore, several optical clearing methods, widely used in the imaging of animal tissues, have been recently explored to render spheroids with enhanced transparency. These methods are aimed to homogenize the microtissue refractive index (RI) and can be grouped into four different categories, namely (a) simple immersion in an aqueous solution with high RI; (b) delipidation and dehydration followed by RI matching; (c) delipidation and hyperhydration followed by RI matching; and (d) hydrogel embedding followed by delipidation and RI matching. In this review, the main optical clearing methods, their mechanism of action, advantages, and disadvantages are described. Furthermore, the practical examples of the optical clearing methods application for the imaging of 3D spheroids are highlighted.
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Affiliation(s)
- Elisabete C Costa
- CICS-UBI, Centro de Investigação em Ciências da Saúde, Universidade da Beira Interior, Covilha, Portugal
| | - Daniel N Silva
- CICS-UBI, Centro de Investigação em Ciências da Saúde, Universidade da Beira Interior, Covilha, Portugal
| | - André F Moreira
- CICS-UBI, Centro de Investigação em Ciências da Saúde, Universidade da Beira Interior, Covilha, Portugal
| | - Ilídio J Correia
- CICS-UBI, Centro de Investigação em Ciências da Saúde, Universidade da Beira Interior, Covilha, Portugal.,CIEPQF, Departamento de Engenharia Química, Universidade de Coimbra, Coimbra, Portugal
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13
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Morgado Brajones J, Clouvel G, Dovillaire G, Levecq X, Lorenzo C. Highly Sensitive Shack-Hartmann Wavefront Sensor: Application to Non-Transparent Tissue Mimic Imaging with Adaptive Light-Sheet Fluorescence Microscopy. Methods Protoc 2019; 2:mps2030059. [PMID: 31336779 PMCID: PMC6789751 DOI: 10.3390/mps2030059] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2019] [Revised: 06/25/2019] [Accepted: 07/08/2019] [Indexed: 01/01/2023] Open
Abstract
High-quality in-depth imaging of three-dimensional samples remains a major challenge in modern microscopy. Selective plane illumination microscopy (SPIM) is a widely used technique that enables imaging of living tissues with subcellular resolution. However, scattering, absorption, and optical aberrations limit the depth at which useful imaging can be done. Adaptive optics (AOs) is a method capable of measuring and correcting aberrations in different kinds of fluorescence microscopes, thereby improving the performance of the optical system. We have incorporated a wavefront sensor adaptive optics scheme to SPIM (WAOSPIM) to correct aberrations induced by optically-thick samples, such as multi-cellular tumor spheroids (MCTS). Two-photon fluorescence provides us with a tool to produce a weak non-linear guide star (NGS) in any region of the field of view. The faintness of NGS; however, led us to develop a high-sensitivity Shack–Hartmann wavefront sensor (SHWS). This paper describes this newly developed SHWS and shows the correction capabilities of WAOSPIM using NGS in thick, inhomogeneous samples like MCTS. We report improvements of up to 79% for spatial frequencies corresponding to cellular and subcellular size features.
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14
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Ding Y, Ma J, Langenbacher AD, Baek KI, Lee J, Chang CC, Hsu JJ, Kulkarni RP, Belperio J, Shi W, Ranjbarvaziri S, Ardehali R, Tintut Y, Demer LL, Chen JN, Fei P, Packard RRS, Hsiai TK. Multiscale light-sheet for rapid imaging of cardiopulmonary system. JCI Insight 2018; 3:e121396. [PMID: 30135307 PMCID: PMC6141183 DOI: 10.1172/jci.insight.121396] [Citation(s) in RCA: 32] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
Abstract
The ability to image tissue morphogenesis in real-time and in 3-dimensions (3-D) remains an optical challenge. The advent of light-sheet fluorescence microscopy (LSFM) has advanced developmental biology and tissue regeneration research. In this review, we introduce a LSFM system in which the illumination lens reshapes a thin light-sheet to rapidly scan across a sample of interest while the detection lens orthogonally collects the imaging data. This multiscale strategy provides deep-tissue penetration, high-spatiotemporal resolution, and minimal photobleaching and phototoxicity, allowing in vivo visualization of a variety of tissues and processes, ranging from developing hearts in live zebrafish embryos to ex vivo interrogation of the microarchitecture of optically cleared neonatal hearts. Here, we highlight multiple applications of LSFM and discuss several studies that have allowed better characterization of developmental and pathological processes in multiple models and tissues. These findings demonstrate the capacity of multiscale light-sheet imaging to uncover cardiovascular developmental and regenerative phenomena.
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Affiliation(s)
- Yichen Ding
- Department of Medicine, David Geffen School of Medicine at UCLA, and
- Department of Bioengineering, UCLA, Los Angeles, California, USA
| | - Jianguo Ma
- Department of Medicine, David Geffen School of Medicine at UCLA, and
- School of Instrumentation Science and Opto-electronics Engineering, Beihang University, Beijing, China
- Beijing Advanced Innovation Center for Big Data-Based Precision Medicine, Beijing, China
| | - Adam D. Langenbacher
- Department of Molecular, Cell and Developmental Biology, UCLA, Los Angeles, California, USA
| | - Kyung In Baek
- Department of Bioengineering, UCLA, Los Angeles, California, USA
| | - Juhyun Lee
- Department of Bioengineering, UCLA, Los Angeles, California, USA
| | | | - Jeffrey J. Hsu
- Department of Medicine, David Geffen School of Medicine at UCLA, and
| | - Rajan P. Kulkarni
- Department of Medicine, David Geffen School of Medicine at UCLA, and
| | - John Belperio
- Department of Medicine, David Geffen School of Medicine at UCLA, and
| | - Wei Shi
- Developmental Biology and Regenerative Medicine Program, Department of Surgery, Children’s Hospital Los Angeles, Keck School of Medicine, University of Southern California, Los Angeles, California, USA
| | | | - Reza Ardehali
- Department of Medicine, David Geffen School of Medicine at UCLA, and
| | - Yin Tintut
- Department of Medicine, David Geffen School of Medicine at UCLA, and
| | - Linda L. Demer
- Department of Medicine, David Geffen School of Medicine at UCLA, and
| | - Jau-Nian Chen
- Department of Molecular, Cell and Developmental Biology, UCLA, Los Angeles, California, USA
| | - Peng Fei
- Department of Medicine, David Geffen School of Medicine at UCLA, and
- School of Optical and Electronic Information, Huazhong University of Science and Technology, Wuhan, China
| | | | - Tzung K. Hsiai
- Department of Medicine, David Geffen School of Medicine at UCLA, and
- Department of Bioengineering, UCLA, Los Angeles, California, USA
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15
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Kennel P, Teyssedre L, Colombelli J, Plouraboué F. Toward quantitative three-dimensional microvascular networks segmentation with multiview light-sheet fluorescence microscopy. JOURNAL OF BIOMEDICAL OPTICS 2018; 23:1-14. [PMID: 30120828 DOI: 10.1117/1.jbo.23.8.086002] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/21/2017] [Accepted: 07/18/2018] [Indexed: 05/08/2023]
Abstract
Three-dimensional (3-D) large-scale imaging of microvascular networks is of interest in various areas of biology and medicine related to structural, functional, developmental, and pathological issues. Light-sheet fluorescence microscopy (LSFM) techniques are rapidly spreading and are now on the way to offer operational solutions for large-scale tissue imaging. This contribution describes how reliable vessel segmentation can be handled from LSFM data in very large tissue volumes using a suitable image analysis workflow. Since capillaries are tubular objects of a few microns scale radius, they represent challenging structures to reliably reconstruct without distortion and artifacts. We provide a systematic analysis of multiview deconvolution image processing workflow to control and evaluate the accuracy of the reconstructed vascular network using various low to high level, metrics. We show that even if low-level structural metrics are sensitive to isotropic imaging enhancement provided by a larger number of views, functional high-level metrics, including perfusion permeability, are less sensitive. Hence, combining deconvolution and registration onto a few number of views appears sufficient for a reliable quantitative 3-D vessel segmentation for their possible use for perfusion modeling.
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Affiliation(s)
- Pol Kennel
- Toulouse University, CNRS, INPT, UPS, Institute of Fluid Mechanics of Toulouse, Toulouse, France
| | - Lise Teyssedre
- ITAV, USR 3505, National Center of Scientific Research, Toulouse, France
| | - Julien Colombelli
- Institute of Science et Technology, Advanced Digital Microscopy Core Facility, Barcelona, Spain
| | - Franck Plouraboué
- Toulouse University, CNRS, INPT, UPS, Institute of Fluid Mechanics of Toulouse, Toulouse, France
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16
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Costa EC, Moreira AF, de Melo-Diogo D, Correia IJ. Polyethylene glycol molecular weight influences the ClearT2 optical clearing method for spheroids imaging by confocal laser scanning microscopy. JOURNAL OF BIOMEDICAL OPTICS 2018; 23:1-11. [PMID: 29752799 DOI: 10.1117/1.jbo.23.5.055003] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/03/2018] [Accepted: 04/17/2018] [Indexed: 06/08/2023]
Abstract
Some fluorescence microscopy techniques, such as confocal laser scanning microscopy (CLSM), have a limited penetration depth. Consequently, the visualization and imaging of three-dimensional (3-D) cell cultures, such as spheroids, using these methods can be a significant challenge. Therefore, to improve the imaging of 3-D tissues, optical clearing methods have been optimized to render transparency to the opaque spheroids. The influence of the polyethylene glycol (PEG) molecular weight (MW) used in the ClearT2 method for the imaging of propidium iodide (PI)-stained spheroids was investigated. The results demonstrated that the ClearT2 clearing method contributes to spheroids transparency and to the preservation of PI fluorescence intensity for all the PEG MW used (4000, 8000, and 10,000 Da). Furthermore, the ClearT2 method performed using PEG 4000 Da allowed a better PI signal penetration depth and cross-section depth. Overall, the optimization of PEG MW can improve the imaging of intact spheroids by CLSM. Furthermore, this work may also contribute to increase the application of 3-D cell culture models by the pharmaceutical industry for the high-throughput screening of therapeutics.
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Affiliation(s)
- Elisabete C Costa
- Universidade da Beira Interior, Centro de Investigação em Ciⓔncias da Saúde-Health Sciences Research, Portugal
| | - André F Moreira
- Universidade da Beira Interior, Centro de Investigação em Ciⓔncias da Saúde-Health Sciences Research, Portugal
| | - Duarte de Melo-Diogo
- Universidade da Beira Interior, Centro de Investigação em Ciⓔncias da Saúde-Health Sciences Research, Portugal
| | - Ilídio J Correia
- Universidade da Beira Interior, Centro de Investigação em Ciⓔncias da Saúde-Health Sciences Research, Portugal
- Universidade de Coimbra, Centro de Investigação em Engenharia dos Processos Químicos e dos Produtos, Portugal
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17
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Nylk J, McCluskey K, Preciado MA, Mazilu M, Yang Z, Gunn-Moore FJ, Aggarwal S, Tello JA, Ferrier DEK, Dholakia K. Light-sheet microscopy with attenuation-compensated propagation-invariant beams. SCIENCE ADVANCES 2018; 4:eaar4817. [PMID: 29740614 PMCID: PMC5938225 DOI: 10.1126/sciadv.aar4817] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/13/2017] [Accepted: 02/15/2018] [Indexed: 05/18/2023]
Abstract
Scattering and absorption limit the penetration of optical fields into tissue. We demonstrate a new approach for increased depth penetration in light-sheet microscopy: attenuation-compensation of the light field. This tailors an exponential intensity increase along the illuminating propagation-invariant field, enabling the redistribution of intensity strategically within a sample to maximize signal and minimize irradiation. A key attribute of this method is that only minimal knowledge of the specimen transmission properties is required. We numerically quantify the imaging capabilities of attenuation-compensated Airy and Bessel light sheets, showing that increased depth penetration is gained without compromising any other beam attributes. This powerful yet straightforward concept, combined with the self-healing properties of the propagation-invariant field, improves the contrast-to-noise ratio of light-sheet microscopy up to eightfold across the entire field of view in thick biological specimens. This improvement can significantly increase the imaging capabilities of light-sheet microscopy techniques using Airy, Bessel, and other propagation-invariant beam types, paving the way for widespread uptake by the biomedical community.
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Affiliation(s)
- Jonathan Nylk
- Scottish Universities Physics Alliance, School of Physics and Astronomy, University of St. Andrews, North Haugh, St. Andrews, Fife KY16 9SS, UK
- Corresponding author.
| | - Kaley McCluskey
- Scottish Universities Physics Alliance, School of Physics and Astronomy, University of St. Andrews, North Haugh, St. Andrews, Fife KY16 9SS, UK
| | - Miguel A. Preciado
- Scottish Universities Physics Alliance, School of Physics and Astronomy, University of St. Andrews, North Haugh, St. Andrews, Fife KY16 9SS, UK
| | - Michael Mazilu
- Scottish Universities Physics Alliance, School of Physics and Astronomy, University of St. Andrews, North Haugh, St. Andrews, Fife KY16 9SS, UK
| | - Zhengyi Yang
- Scottish Universities Physics Alliance, School of Physics and Astronomy, University of St. Andrews, North Haugh, St. Andrews, Fife KY16 9SS, UK
| | - Frank J. Gunn-Moore
- School of Biology, University of St. Andrews, North Haugh, St. Andrews, Fife KY16 9ST, UK
| | - Sanya Aggarwal
- School of Medicine, University of St. Andrews, North Haugh, St. Andrews, Fife KY16 9ST, UK
| | - Javier A. Tello
- School of Medicine, University of St. Andrews, North Haugh, St. Andrews, Fife KY16 9ST, UK
| | - David E. K. Ferrier
- Scottish Oceans Institute, Gatty Marine Laboratory, School of Biology, University of St. Andrews, East Sands, St. Andrews, Fife KY16 8LB, UK
| | - Kishan Dholakia
- Scottish Universities Physics Alliance, School of Physics and Astronomy, University of St. Andrews, North Haugh, St. Andrews, Fife KY16 9SS, UK
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18
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Mayer J, Robert-Moreno A, Sharpe J, Swoger J. Attenuation artifacts in light sheet fluorescence microscopy corrected by OPTiSPIM. LIGHT, SCIENCE & APPLICATIONS 2018; 7:70. [PMID: 30302241 PMCID: PMC6168557 DOI: 10.1038/s41377-018-0068-z] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/11/2018] [Revised: 08/30/2018] [Accepted: 08/30/2018] [Indexed: 05/18/2023]
Abstract
Light sheet fluorescence microscopy (LSFM) is rapidly becoming an essential technology for mesoscopic imaging of samples such as embryos and adult mouse organs. However, LSFM can suffer from optical artifacts for which there is no intrinsic solution. The attenuation of light due to absorbing material causes "shadow" artifacts along both the illumination and detection paths. Several approaches have been introduced to reduce this problem, including scanning illumination and multi-view imaging. However, neither of these approaches completely eliminates the problem. If the distribution of the absorbing material is complex, shadows cannot be avoided. We introduce a new approach that relies on multi-modal integration of two very different mesoscopic techniques. Unlike LSFM, optical projection tomography (OPT) can operate in transmission mode to create a voxel map of the 3D distribution of the sample's optical attenuation. Here, we demonstrate a hybrid instrument (OPTiSPIM) that can quantify this attenuation and use the information to correct the shadow artifacts of LSFM.
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Affiliation(s)
- Jürgen Mayer
- Centre for Genomic Regulation (CRG), The Barcelona Institute of Science and Technology, Dr. Aiguader 88, 08003 Barcelona, Spain
- Universitat Pompeu Fabra (UPF), Barcelona, Spain
| | - Alexandre Robert-Moreno
- Centre for Genomic Regulation (CRG), The Barcelona Institute of Science and Technology, Dr. Aiguader 88, 08003 Barcelona, Spain
- Universitat Pompeu Fabra (UPF), Barcelona, Spain
| | - James Sharpe
- Centre for Genomic Regulation (CRG), The Barcelona Institute of Science and Technology, Dr. Aiguader 88, 08003 Barcelona, Spain
- Universitat Pompeu Fabra (UPF), Barcelona, Spain
- Institució Catalana de Recerca i Estudis Avançats (ICREA), Pg. Lluis Companys 23, 08010 Barcelona, Spain
| | - Jim Swoger
- Centre for Genomic Regulation (CRG), The Barcelona Institute of Science and Technology, Dr. Aiguader 88, 08003 Barcelona, Spain
- Universitat Pompeu Fabra (UPF), Barcelona, Spain
- Present Address: European Molecular Biology Laboratory (EMBL), Dr. Aiguader 88, 08003 Barcelona, Spain
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19
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Dufour AC, Jonker AH, Olivo-Marin JC. Deciphering tissue morphodynamics using bioimage informatics. Philos Trans R Soc Lond B Biol Sci 2017; 372:rstb.2015.0512. [PMID: 28348249 DOI: 10.1098/rstb.2015.0512] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/15/2016] [Indexed: 11/12/2022] Open
Abstract
In recent years developmental biology has greatly benefited from the latest advances in fluorescence microscopy techniques. Consequently, quantitative and automated analysis of this data is becoming a vital first step in the quest for novel insights into the various aspects of development. Here we present an introductory overview of the various image analysis methods proposed for developmental biology images, with particular attention to openly available software packages. These tools, as well as others to come, are rapidly paving the way towards standardized and reproducible bioimaging studies at the whole-tissue level. Reflecting on these achievements, we discuss the remaining challenges and the future endeavours lying ahead in the post-image analysis era.This article is part of the themed issue 'Systems morphodynamics: understanding the development of tissue hardware'.
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Affiliation(s)
- Alexandre C Dufour
- Institut Pasteur, Bioimage Analysis Unit, 25-28 rue du Docteur Roux, Paris, France .,CNRS, UMR 3691, 25-28 rue du Docteur Roux, Paris, France
| | | | - Jean-Christophe Olivo-Marin
- Institut Pasteur, Bioimage Analysis Unit, 25-28 rue du Docteur Roux, Paris, France .,CNRS, UMR 3691, 25-28 rue du Docteur Roux, Paris, France
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20
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Automatic and adaptive heterogeneous refractive index compensation for light-sheet microscopy. Nat Commun 2017; 8:612. [PMID: 28931809 PMCID: PMC5606987 DOI: 10.1038/s41467-017-00514-7] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2016] [Accepted: 06/30/2017] [Indexed: 11/17/2022] Open
Abstract
Optical tissue clearing has revolutionized researchers’ ability to perform fluorescent measurements of molecules, cells, and structures within intact tissue. One common complication to all optically cleared tissue is a spatially heterogeneous refractive index, leading to light scattering and first-order defocus. We designed C-DSLM (cleared tissue digital scanned light-sheet microscopy) as a low-cost method intended to automatically generate in-focus images of cleared tissue. We demonstrate the flexibility and power of C-DSLM by quantifying fluorescent features in tissue from multiple animal models using refractive index matched and mismatched microscope objectives. This includes a unique measurement of myelin tracks within intact tissue using an endogenous fluorescent reporter where typical clearing approaches render such structures difficult to image. For all measurements, we provide independent verification using standard serial tissue sectioning and quantification methods. Paired with advancements in volumetric image processing, C-DSLM provides a robust methodology to quantify sub-micron features within large tissue sections. Optical clearing of tissue has enabled optical imaging deeper into tissue due to significantly reduced light scattering. Here, Ryan et al. tackle first-order defocus, an artefact of a non-uniform refractive index, extending light-sheet microscopy to partially cleared samples.
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21
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Merino D, Mallabiabarrena A, Andilla J, Artigas D, Zimmermann T, Loza-Alvarez P. STED imaging performance estimation by means of Fourier transform analysis. BIOMEDICAL OPTICS EXPRESS 2017; 8:2472-2482. [PMID: 28663885 PMCID: PMC5480492 DOI: 10.1364/boe.8.002472] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/29/2016] [Revised: 03/30/2017] [Accepted: 04/04/2017] [Indexed: 06/07/2023]
Abstract
Due to relatively high powers used in STED, biological samples may be affected by the illumination in the process of image acquisition. Similarly, the performance of the system may be limited by the sample itself. Optimization of the STED parameters taking into account the sample itself is therefore a complex task as there is no clear methodology that can determine the image improvement in an objective and quantitative manner. In this work, a method based on Fourier transform formalism is presented to analyze the performance of a STED system. The spatial frequency distribution of pairs of confocal and STED images are compared to obtain an objective parameter, the Azimuth Averaged Spectral Content Spread (AASCS), that is related to the performance of the system in which the sample is also considered. The method has been first tested on samples of beads, and then applied to cell samples labeled with multiple fluorescent dyes. The results show that a single parameter, the AASCS, can be used to determine the optimal settings for STED image acquisition in an objective way, only by using the information provided by the images from the sample themselves. The AASCS also helps minimize the depletion power, for better preservation of the samples.
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Affiliation(s)
- David Merino
- ICFO-Institut de Ciencies Fotoniques, The Barcelona Institute of Science and Technology, Av. Carl Friedrich Gauss, 308860 Castelldefels (Barcelona), Spain
| | - Arrate Mallabiabarrena
- Advanced Light Microscopy Unit, Centre for Genomic Regulation (CRG), The Barcelona Institute of Science and Technology, Spain
| | - Jordi Andilla
- ICFO-Institut de Ciencies Fotoniques, The Barcelona Institute of Science and Technology, Av. Carl Friedrich Gauss, 308860 Castelldefels (Barcelona), Spain
| | - David Artigas
- ICFO-Institut de Ciencies Fotoniques, The Barcelona Institute of Science and Technology, Av. Carl Friedrich Gauss, 308860 Castelldefels (Barcelona), Spain
| | - Timo Zimmermann
- Advanced Light Microscopy Unit, Centre for Genomic Regulation (CRG), The Barcelona Institute of Science and Technology, Spain
| | - Pablo Loza-Alvarez
- ICFO-Institut de Ciencies Fotoniques, The Barcelona Institute of Science and Technology, Av. Carl Friedrich Gauss, 308860 Castelldefels (Barcelona), Spain
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22
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Power RM, Huisken J. A guide to light-sheet fluorescence microscopy for multiscale imaging. Nat Methods 2017; 14:360-373. [DOI: 10.1038/nmeth.4224] [Citation(s) in RCA: 405] [Impact Index Per Article: 50.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2016] [Accepted: 02/16/2017] [Indexed: 12/18/2022]
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23
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Andilla J, Jorand R, Olarte OE, Dufour AC, Cazales M, Montagner YLE, Ceolato R, Riviere N, Olivo-Marin JC, Loza-Alvarez P, Lorenzo C. Imaging tissue-mimic with light sheet microscopy: A comparative guideline. Sci Rep 2017; 7:44939. [PMID: 28322312 PMCID: PMC5381005 DOI: 10.1038/srep44939] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2016] [Accepted: 02/16/2017] [Indexed: 01/04/2023] Open
Abstract
Tissue mimics (TMs) on the scale of several hundred microns provide a beneficial cell culture configuration for in vitro engineered tissue and are currently under the spotlight in tissue engineering and regenerative medicine. Due to the cell density and size, TMs are fairly inaccessible to optical observation and imaging within these samples remains challenging. Light Sheet Fluorescence Microscopy (LSFM)- an emerging and attractive technique for 3D optical sectioning of large samples- appears to be a particularly well-suited approach to deal with them. In this work, we compared the effectiveness of different light sheet illumination modalities reported in the literature to improve resolution and/or light exposure for complex 3D samples. In order to provide an acute and fair comparative assessment, we also developed a systematic, computerized benchmarking method. The outcomes of our experiment provide meaningful information for valid comparisons and arises the main differences between the modalities when imaging different types of TMs.
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Affiliation(s)
- Jordi Andilla
- ICFO-Institut de Ciences Fotonique, Av. Carl Friedrich Gauss, 3, 08860 Castelldefels, Barcelona, Spain
| | | | - Omar E Olarte
- ICFO-Institut de Ciences Fotonique, Av. Carl Friedrich Gauss, 3, 08860 Castelldefels, Barcelona, Spain
| | - Alexandre C Dufour
- Institut Pasteur BioImage Analysis Unit, F-75015, Paris, France.,CNRS, UMR-3691, F-75015 Paris, France
| | | | - Yoann L E Montagner
- Institut Pasteur BioImage Analysis Unit, F-75015, Paris, France.,CNRS, UMR-3691, F-75015 Paris, France
| | - Romain Ceolato
- Onera, The French Aerospace Lab, F-31100 Toulouse, France
| | | | | | - Pablo Loza-Alvarez
- ICFO-Institut de Ciences Fotonique, Av. Carl Friedrich Gauss, 3, 08860 Castelldefels, Barcelona, Spain
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24
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Rouger V, Alchini R, Kazarine A, Gopal AA, Girouard MP, Fournier AE, Wiseman PW. Low-cost multimodal light sheet microscopy for optically cleared tissues and living specimens. JOURNAL OF BIOMEDICAL OPTICS 2016; 21:126008. [PMID: 27999866 DOI: 10.1117/1.jbo.21.12.126008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/20/2016] [Accepted: 11/21/2016] [Indexed: 06/06/2023]
Abstract
Light sheet microscopy techniques have expanded with designs to address many new applications. Due to rapid advancements in computing power, camera/detector technologies, and tissue clearing techniques, light sheet methods are becoming increasingly popular for biomedical imaging applications at the cellular and tissue levels. Light sheet imaging modalities couple rapid imaging rates, low-levels of phototoxicity, and excellent signal to noise ratios, contributing to their popularity for experimental biology. However, the current major limitation of light sheet microscopy arises from optical aberrations, with the main drawback being the defocusing introduced by refractive index variations that accompany clearing techniques. Here, we propose an inexpensive and easy to build light sheet based instrumentation to overcome this limitation by optomechanically decoupling the sample scanning movement from the detection step. Our solution is relatively simple to implement and also provides increased modularity by using a swappable excitation arm. This expands the range of samples we can image on a single system, from high resolution for single cells at ? m spatial resolution, to tissues with mm spatial resolution. We demonstrate our approach, using the system to image iDISCO cleared embryos and sciatic nerves, and provide the full three-dimensional reconstruction of these objects in minutes.
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Affiliation(s)
- Vincent Rouger
- McGill University, Department of Chemistry, 801 Sherbrooke Street, West, Montreal, Quebec H3A 0B8, Canada
| | - Ricardo Alchini
- McGill University, Montreal Neurological Institute, Department of Neurology, 3801 University Street, Montreal, Quebec H3A 2B4, Canada
| | - Alexei Kazarine
- McGill University, Department of Chemistry, 801 Sherbrooke Street, West, Montreal, Quebec H3A 0B8, Canada
| | - Angelica A Gopal
- McGill University, Department of Chemistry, 801 Sherbrooke Street, West, Montreal, Quebec H3A 0B8, Canada
| | - Marie-Pier Girouard
- McGill University, Montreal Neurological Institute, Department of Neurology, 3801 University Street, Montreal, Quebec H3A 2B4, Canada
| | - Alyson E Fournier
- McGill University, Montreal Neurological Institute, Department of Neurology, 3801 University Street, Montreal, Quebec H3A 2B4, Canada
| | - Paul W Wiseman
- McGill University, Department of Chemistry, 801 Sherbrooke Street, West, Montreal, Quebec H3A 0B8, CanadacMcGill University, Department of Physics, 3600 University Street, Montreal, Quebec H3A 2T8, Canada
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25
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Adaptive light-sheet microscopy for long-term, high-resolution imaging in living organisms. Nat Biotechnol 2016; 34:1267-1278. [DOI: 10.1038/nbt.3708] [Citation(s) in RCA: 170] [Impact Index Per Article: 18.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2016] [Accepted: 09/16/2016] [Indexed: 11/08/2022]
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26
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Patwary N, King SV, Saavedra G, Preza C. Reducing effects of aberration in 3D fluorescence imaging using wavefront coding with a radially symmetric phase mask. OPTICS EXPRESS 2016; 24:12905-12921. [PMID: 27410310 DOI: 10.1364/oe.24.012905] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/06/2023]
Abstract
In this work, a wavefront encoded (WFE) imaging system built using a squared cubic phase mask, designed to reduce the sensitivity of the imaging system to spherical aberration, is investigated. The proposed system allows the use of a space-invariant image restoration algorithm, which uses a single PSF, to restore intensity distribution in images suffering aberration, such as sample-induced aberration in thick tissue. This provides a computational advantage over depth-variant image restoration algorithms developed previously to address this aberration. Simulated PSFs of the proposed system are shown to change up to 25% compared to the 0 µm depth PSF (quantified by the structural similarity index) over a 100 µm depth range, while the conventional system PSFs change up to 84%. Results from experimental test-sample images show that restoration error is reduced by 29% when the proposed WFE system is used instead of the conventional system over a 30 µm depth range.
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27
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Trichobilharzia regenti (Schistosomatidae): 3D imaging techniques in characterization of larval migration through the CNS of vertebrates. Micron 2016; 83:62-71. [DOI: 10.1016/j.micron.2016.01.009] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2016] [Revised: 01/29/2016] [Accepted: 01/29/2016] [Indexed: 01/12/2023]
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