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      Computational multifocus fluorescence microscopy for three-dimensional visualization of multicellular tumor spheroids

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          Abstract.

          Significance: Three-dimensional (3D) visualization of multicellular tumor spheroids (MCTS) in fluorescence microscopy can rapidly provide qualitative morphological information about the architecture of these cellular aggregates, which can recapitulate key aspects of their in vivo counterpart.

          Aim: The present work is aimed at overcoming the shallow depth-of-field (DoF) limitation in fluorescence microscopy while achieving 3D visualization of thick biological samples under study.

          Approach: A custom-built fluorescence microscope with an electrically focus-tunable lens was developed to optically sweep in-depth the structure of MCTS. Acquired multifocus stacks were combined by means of postprocessing algorithms performed in the Fourier domain.

          Results: Images with relevant characteristics as extended DoF, stereoscopic pairs as well as reconstructed viewpoints of MCTS were obtained without segmentation of the focused regions or estimation of the depth map. The reconstructed images allowed us to observe the 3D morphology of cell aggregates.

          Conclusions: Computational multifocus fluorescence microscopy can provide 3D visualization in MCTS. This tool is a promising development in assessing the morphological structure of different cellular aggregates while preserving a robust yet simple optical setup.

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          Most cited references38

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          Lattice light-sheet microscopy: imaging molecules to embryos at high spatiotemporal resolution.

          Although fluorescence microscopy provides a crucial window into the physiology of living specimens, many biological processes are too fragile, are too small, or occur too rapidly to see clearly with existing tools. We crafted ultrathin light sheets from two-dimensional optical lattices that allowed us to image three-dimensional (3D) dynamics for hundreds of volumes, often at subsecond intervals, at the diffraction limit and beyond. We applied this to systems spanning four orders of magnitude in space and time, including the diffusion of single transcription factor molecules in stem cell spheroids, the dynamic instability of mitotic microtubules, the immunological synapse, neutrophil motility in a 3D matrix, and embryogenesis in Caenorhabditis elegans and Drosophila melanogaster. The results provide a visceral reminder of the beauty and the complexity of living systems. Copyright © 2014, American Association for the Advancement of Science.
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            Wide-field, high-resolution Fourier ptychographic microscopy

            In this article, we report an imaging method, termed Fourier ptychographic microscopy (FPM), which iteratively stitches together a number of variably illuminated, low-resolution intensity images in Fourier space to produce a wide-field, high-resolution complex sample image. By adopting a wavefront correction strategy, the FPM method can also correct for aberrations and digitally extend a microscope’s depth-of-focus beyond the physical limitations of its optics. As a demonstration, we built a microscope prototype with a resolution of 0.78 μm, a field-of-view of ~120 mm2, and a resolution-invariant depth-of-focus of 0.3 mm (characterized at 632 nm). Gigapixel colour images of histology slides verify FPM’s successful operation. The reported imaging procedure transforms the general challenge of high-throughput, high-resolution microscopy from one that is coupled to the physical limitations of the system’s optics to one that is solvable through computation.
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              Fluorescence microscopy.

              Although fluorescence microscopy permeates all of cell and molecular biology, most biologists have little experience with the underlying photophysical phenomena. Understanding the principles underlying fluorescence microscopy is useful when attempting to solve imaging problems. Additionally, fluorescence microscopy is in a state of rapid evolution, with new techniques, probes and equipment appearing almost daily. Familiarity with fluorescence is a prerequisite for taking advantage of many of these developments. This review attempts to provide a framework for understanding excitation of and emission by fluorophores, the way fluorescence microscopes work, and some of the ways fluorescence can be optimized.
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                Author and article information

                Contributors
                Journal
                J Biomed Opt
                J Biomed Opt
                JBOPFO
                JBO
                Journal of Biomedical Optics
                Society of Photo-Optical Instrumentation Engineers
                1083-3668
                1560-2281
                2 June 2022
                June 2022
                2 June 2022
                : 27
                : 6
                : 066501
                Affiliations
                [a ]Universidad de la República , Instituto de Física, Facultad de Ingeniería, Montevideo, Uruguay
                [b ]Instituto de Investigaciones Biológicas Clemente Estable , Departamento de Genómica, Montevideo, Uruguay
                [c ]Universidad de la República , Cátedra de Bioquímica y Biofísica, Facultad de Odontología, Montevideo, Uruguay
                Author notes
                [* ]Address all correspondence to Julia R. Alonso, julialon@ 123456fing.edu.uy
                Author information
                https://orcid.org/0000-0002-7682-4028
                Article
                JBO-210320SSR 210320SSR
                10.1117/1.JBO.27.6.066501
                9162503
                35655357
                f5426886-d7f2-4437-8c1e-1d14e03ca354
                © 2022 The Authors

                Published by SPIE under a Creative Commons Attribution 4.0 International License. Distribution or reproduction of this work in whole or in part requires full attribution of the original publication, including its DOI.

                History
                : 18 October 2021
                : 23 May 2022
                Page count
                Figures: 5, Tables: 1, References: 38, Pages: 11
                Funding
                Funded by: Comision Sectorial de Investigacion Cientfica - CSIC - Uruguay
                Award ID: ID - 237
                Categories
                Microscopy
                Paper
                Custom metadata
                Alonso et al.: Computational multifocus fluorescence microscopy for three-dimensional visualization…

                Biomedical engineering
                fluorescence microscopy,three-dimensional visualization,stereoscopic pairs,computational optical imaging

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