An ensemble-averaged, cell density-based digital model of zebrafish embryo development derived from light-sheet microscopy data with single-cell resolution (original) (raw)
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Imaging can potentially make a major contribution to the zebrafish phenome project, which will probe the functions of vertebrate genes through the generation and phenotyping of mutants. Imaging of whole animals at different developmental stages through adulthood will be used to infer biological function. Cell resolutions will be required to identify cellular mechanism and to detect a full range of organ effects. Light-based imaging of live zebrafish embryos is practical only up to ~2 days of development, due to increasing pigmentation and diminishing tissue lucency with age. The small size of the zebrafish makes possible whole-animal imaging at cell resolutions by histology and micron-scale tomography (microCT). The histological study of larvae is facilitated by the use of arrays, and histology's standard use in the study of human disease enhances its translational value. Synchrotron microCT with X-rays of moderate energy (10-25 keV) is unimpeded by pigmentation or the tissue thicknesses encountered in zebrafish of larval stages and beyond, and is well-suited to detecting phenotypes that may require 3D modeling. The throughput required for this project will require robotic sample preparation and loading, increases in the dimensions and sensitivity of scintillator and CCD chips, increases in computer power, and the development of new approaches to image processing, segmentation, and quantification.
Biology Open, 2019
Zebrafish is now widely used in biomedical research as a model for human diseases, but the relevance of the model depends on a rigorous analysis of the phenotypes obtained. Many zebrafish disease models, experimental techniques and manipulations take advantage of fluorescent reporter molecules. However, phenotypic analysis often does not go beyond establishing overall distribution patterns of the fluorophore in whole-mount embryos or using vibratome or paraffin sections with poor preservation of tissue architecture and limited resolution. Obtaining high-resolution data of fluorescent signals at the cellular level from internal structures mostly depends on the availability of expensive imaging technology. Here, we propose a new and easily applicable protocol for embedding and sectioning of zebrafish embryos using in-house prepared glycol methacrylate (GMA) plastic that is suited for preservation of fluorescent signals (including photoactivatable fluorophores) without the need for ant...
Developmental …, 2005
Green fluorescent protein (GFP) technology is rapidly advancing the study of morphogenesis, by allowing researchers to specifically focus on a subset of labeled cells within the living embryo. However, when imaging GFP-labeled cells using confocal microscopy, it is often essential to simultaneously visualize all of the cells in the embryo using dual-channel fluorescence to provide an embryological context for the cells expressing GFP. Although various counterstains are available, part of their fluorescence overlaps with the GFP emission spectra, making it difficult to clearly identify the cells expressing GFP. In this study, we report that a new fluorophore, BODIPY TR methyl ester dye, serves as a versatile vital counterstain for visualizing the cellular dynamics of morphogenesis within living GFP transgenic zebrafish embryos. The fluorescence of this photostable synthetic dye is spectrally separate from GFP fluorescence, allowing dual-channel, three-dimensional (3D) and four-dimensional (4D) confocal image data sets of living specimens to be easily acquired. These image data sets can be rendered subsequently into uniquely informative 3D and 4D visualizations using computer-assisted visualization software. We discuss a variety of immediate and potential applications of BODIPY TR methyl ester dye as a vital visualization counterstain for GFP in transgenic zebrafish embryos. Developmental Dynamics 232: 359 -368, 2005.
Automated image-based phenotypic analysis in zebrafish embryos
Developmental Dynamics, 2009
Presently, the zebrafish is the only vertebrate model compatible with contemporary paradigms of drug discovery. Zebrafish embryos are amenable to automation necessary for high-throughput chemical screens, and optical transparency makes them potentially suited for image-based screening. However, the lack of tools for automated analysis of complex images presents an obstacle to utilizing the zebrafish as a high-throughput screening model. We have developed an automated system for imaging and analyzing zebrafish embryos in multi-well plates regardless of embryo orientation and without user intervention. Images of fluorescent embryos were acquired on a high-content reader and analyzed using an artificial intelligence-based image analysis method termed Cognition Network Technology (CNT). CNT reliably detected transgenic fluorescent embryos (Tg(fli1:EGFP) y1 ) arrayed in 96-well plates and quantified intersegmental blood vessel development in embryos treated with small molecule inhibitors of anigiogenesis. The results demonstrate it is feasible to adapt image-based high-content screening methodology to measure complex whole organism phenotypes.
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Journal of Visualized Experiments, 2014
Time-lapse imaging is a technique that allows for the direct observation of the process of morphogenesis, or the generation of shape. Due to their optical clarity and amenability to genetic manipulation, the zebrafish embryo has become a popular model organism with which to perform time-lapse analysis of morphogenesis in living embryos. Confocal imaging of a live zebrafish embryo requires that a tissue of interest is persistently labeled with a fluorescent marker, such as a transgene or injected dye. The process demands that the embryo is anesthetized and held in place in such a way that healthy development proceeds normally. Parameters for imaging must be set to account for three-dimensional growth and to balance the demands of resolving individual cells while getting quick snapshots of development. Our results demonstrate the ability to perform long-term in vivo imaging of fluorescence-labeled zebrafish embryos and to detect varied tissue behaviors in the cranial neural crest that cause craniofacial abnormalities. Developmental delays caused by anesthesia and mounting are minimal, and embryos are unharmed by the process. Time-lapse imaged embryos can be returned to liquid medium and subsequently imaged or fixed at later points in development. With an increasing abundance of transgenic zebrafish lines and well-characterized fate mapping and transplantation techniques, imaging any desired tissue is possible. As such, time-lapse in vivo imaging combines powerfully with zebrafish genetic methods, including analyses of mutant and microinjected embryos.
Methodology for reconstructing early zebrafish development from in-vivo multiphoton microscopy
IEEE transactions on image processing : a publication of the IEEE Signal Processing Society, 2011
Investigating cell dynamics during early zebrafish embryogenesis requires specific image acquisition and analysis strategies. Multiharmonic microscopy -second (SHG) and third harmonic generation (THG)- allows imaging cell divisions and cell membranes in unstained zebrafish embryos from 1-cell to 1K-cell stage. This article presents the design and implementation of a dedicated image processing pipeline (tracking and segmentation) for the reconstruction of cell dynamics during these developmental stages. This methodology allows the reconstruction of the cell lineage tree including division timings, spatial coordinates, and cell shape until the 1K-cell stage with minute temporal accuracy and m spatial resolution. Data analysis of the digital embryos provides an extensive quantitative description of early zebrafish embryogenesis.
A Layered Mounting Method for Extended Time-Lapse Confocal Microscopy of Whole Zebrafish Embryos
Journal of Visualized Experiments, 2020
Dynamics of development can be followed by confocal time-lapse microscopy of live transgenic zebrafish embryos expressing fluorescence in specific tissues or cells. A difficulty with imaging whole embryo development is that zebrafish embryos grow substantially in length. When mounted as regularly done in 0.3-1% low melt agarose, the agarose imposes growth restriction, leading to distortions in the soft embryo body. Yet, to perform confocal time-lapse microscopy, the embryo must be immobilized. This article describes a layered mounting method for zebrafish embryos that restrict the motility of the embryos while allowing for the unrestricted growth. The mounting is performed in layers of agarose at different concentrations. To demonstrate the usability of this method, whole embryo vascular, neuronal and muscle development was imaged in transgenic fish for 55 consecutive hours. This mounting method can be used for easy, low-cost imaging of whole zebrafish embryos using inverted microscopes without requirements of molds or special equipment.
F1000Research, 2020
The availability of transparent zebrafish mutants (eitherTraNac:trab6/b6; nacw2/w2orcasper: roya9/a9; nacw2/w2) for live imaging studies together with the ease of generating transgenic lines are two of the strengths of the zebrafish model organism. The fact that transparentcasper(roya9/a9;nacw2/w2)and silvernacre(nacw2/w2)mutants are indistinguishable by eye at early stages (1-5 days post-fertilization; dpf) means many fish must be raised and later culled if they are not transparent. To identify translucent mutants early and easily at the early larval stage (≤5 dpf) before they are classified as protected animals, we developed a simple screening method using standard fluorescence microscopy. We estimate that this procedure could annually save 60,000 animals worldwide.
Imaging brain development and organogenesis in zebrafish using immobilized embryonic explants
Developmental Dynamics, 2003
Owing to its optical clarity and rapid rate of development, the zebrafish embryo is an ideal model system for studying the cellular mechanics of organogenesis. Unfortunately, extended time-lapse recordings of zebrafish embryos are often disrupted by the extension and straightening of the embryonic axis, as well as movement artifacts associated with developing musculature. In addition, the embryo's massive yolk cell often prevents optical access to tissues of interest. To circumvent these imaging problems, we have developed a procedure to deflate and mechanically remove the yolk cell. A "paralyzing" agent, AMP-PNP (a membrane-impermeant nonhydrolyzable analog of ATP), is first injected into the embryo's contractile yolk cell. The yolk cell is then removed using sharpened tungsten needles. Deyolked embryos, or organ rudiments explanted from them, are then immobilized on a microscope coverslip using a thin plasma clot. This plasma clot immobilization allows novel mountings of the explants so that ventral, lateral, and even cross-sectional fields of views are possible using high numerical aperture objectives. We show that isolated head rudiments undergo normal morphogenesis and gene expression for at least 1 day after being explanted into organotypic culture. These procedures can be used to study the cellular mechanics of organogenesis in "deyolked" embryos, as well as in tissues explanted from green fluorescent protein transgenic animals. Developmental Dynamics 228:464-474, 2003.