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      Multi-Dimensional Spectral Single Molecule Localization Microscopy

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          Abstract

          Single molecule localization (SML) and tracking (SPT) techniques, such as (spt)PALM, (u/DNA)PAINT and quantum dot tracking, have given unprecedented insight into the nanoscale molecular organization and dynamics in living cells. They allow monitoring individual proteins with millisecond temporal resolution and high spatial resolution (<30 nm) by precisely localizing the point spread function (PSF) of individual emitters and tracking their position over time. While SPT methods have been extended to study the temporal dynamics and co-organization of multiple proteins, conventional experimental setups are restricted in the number of proteins they can probe simultaneously and usually have to tradeoff between the number of colors, the spatio-temporal resolution, and the field of view. Yet, localizing and tracking several proteins simultaneously at high spatial and temporal resolution within large field of views can provide important biological insights. By employing a dual-objective spectral imaging configuration compatible with live cell imaging combined with dedicated computation tools, we demonstrate simultaneous 3D single particle localization and tracking of multiple distinct species over large field of views to be feasible without compromising spatio-temporal resolution. The dispersive element introduced into the second optical path induces a spectrally dependent displacement, which we used to analytically separate up to five different fluorescent species of single emitters based on their emission spectra. We used commercially available microscope bodies aligned one on top of the other, offering biologists with a very ergonomic and flexible instrument covering a broad range of SMLM applications. Finally, we developed a powerful freely available software, called PALMTracer, which allows to quantitatively assess 3D + t + λ SMLM data. We illustrate the capacity of our approach by performing multi-color 3D DNA-PAINT of fixed samples, and demonstrate simultaneous tracking of multiple receptors in live fibroblast and neuron cultures.

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          Most cited references51

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          Sub-diffraction-limit imaging by stochastic optical reconstruction microscopy (STORM).

          We have developed a high-resolution fluorescence microscopy method based on high-accuracy localization of photoswitchable fluorophores. In each imaging cycle, only a fraction of the fluorophores were turned on, allowing their positions to be determined with nanometer accuracy. The fluorophore positions obtained from a series of imaging cycles were used to reconstruct the overall image. We demonstrated an imaging resolution of 20 nm. This technique can, in principle, reach molecular-scale resolution.
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            Imaging intracellular fluorescent proteins at nanometer resolution.

            We introduce a method for optically imaging intracellular proteins at nanometer spatial resolution. Numerous sparse subsets of photoactivatable fluorescent protein molecules were activated, localized (to approximately 2 to 25 nanometers), and then bleached. The aggregate position information from all subsets was then assembled into a superresolution image. We used this method--termed photoactivated localization microscopy--to image specific target proteins in thin sections of lysosomes and mitochondria; in fixed whole cells, we imaged vinculin at focal adhesions, actin within a lamellipodium, and the distribution of the retroviral protein Gag at the plasma membrane.
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              Multiplexed 3D Cellular Super-Resolution Imaging with DNA-PAINT and Exchange-PAINT

              While super-resolution fluorescence microscopy is a powerful tool for biological research, obtaining multiplexed images for a large number of distinct target species remains challenging. Here we use the transient binding of short fluorescently labeled oligonucleotides (DNA-PAINT, point accumulation for imaging in nanoscale topography) for simple and easy-to-implement multiplexed 3D super-resolution imaging inside fixed cells and achieve sub-10 nm spatial resolution in vitro using synthetic DNA structures. We also report a novel approach for multiplexing (Exchange-PAINT) that allows sequential imaging of multiple targets using only a single dye and a single laser source. We experimentally demonstrate ten-“color” super-resolution imaging in vitro on synthetic DNA structures and four-“color” imaging of proteins in a fixed cell.
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                Author and article information

                Contributors
                Journal
                Front Bioinform
                Front Bioinform
                Front. Bioinform.
                Frontiers in Bioinformatics
                Frontiers Media S.A.
                2673-7647
                04 March 2022
                2022
                : 2
                : 813494
                Affiliations
                [1] 1 Univ. Bordeaux , CNRS , Interdisciplinary Institute for Neuroscience, IINS , UMR 5297F-33000 , F-33000 , Bordeaux, France
                [2] 2 Imagine Optic , Orsay, France
                [3] 3 Ecole Nationale Supérieure de Biotechnologie , Laboratoire de Bioengineering , Constantine , El Khroub, Algeria
                Author notes

                Edited by: Thomas Pengo, University of Minnesota Twin Cities, United States

                Reviewed by: Ke Xu, University of California, Berkeley, United States

                Hanieh Mazloom-Farsibaf, University of Texas Southwestern Medical Center, United States

                *Correspondence: Rémi Galland, remi.galland@ 123456u-bordeaux.fr ; Jean-Baptiste Sibarita, jean-baptiste.sibarita@ 123456u-bordeaux.fr

                This article was submitted to Computational BioImaging, a section of the journal Frontiers in Bioinformatics

                Article
                813494
                10.3389/fbinf.2022.813494
                9580959
                36304321
                b5f22fac-6f94-4064-a487-638b7a42ee3f
                Copyright © 2022 Butler, Saraceno, Kechkar, Bénac, Studer, Dupuis, Groc, Galland and Sibarita.

                This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

                History
                : 11 November 2021
                : 12 January 2022
                Categories
                Bioinformatics
                Methods

                single molecule localization,single particle tracking,spectral imaging,multi-emitter fitting,live cell imaging

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