scholarly journals Minimizing Structural Bias in Single-Molecule Super-Resolution Microscopy

2018 ◽  
Author(s):  
Hesam Mazidi ◽  
Jin Lu ◽  
Arye Nehorai ◽  
Matthew D. Lew
Keyword(s):  
Single Molecule ◽  
Super Resolution ◽  
Estimation Algorithm ◽  
Image Resolution ◽  
Spread Function ◽  
Localization Errors ◽  
Imaging Artifacts ◽  
Detection And Localization ◽  
Super Resolution Microscopy ◽  
Single Molecule Localization Microscopy

ABSTRACTSingle-molecule localization microscopy (SMLM) depends on sequential detection and localization of individual molecular blinking events. Due to the stochasticity of single-molecule blinking and the desire to improve SMLM’s temporal resolution, algorithms capable of analyzing frames with a high density (HD) of active molecules, or molecules whose images overlap, are a prerequisite for accurate location measurements. Thus far, HD algorithms are evaluated using scalar metrics, such as root-mean-square error, that fail to quantify the structure of errors caused by the structure of the sample. Here, we show that the spatial distribution of localization errors within super-resolved images of biological structures are vectorial in nature, leading to systematic structural biases that severely degrade image resolution. We further demonstrate that the shape of the microscope’s point-spread function (PSF) fundamentally affects the characteristics of imaging artifacts. We built a Robust Statistical Estimation algorithm (RoSE) to minimize these biases for arbitrary structures and PSFs. RoSE accomplishes this minimization by estimating the likelihood of blinking events to localize molecules more accurately and eliminate false localizations. Using RoSE, we measure the distance between crossing microtubules, quantify the morphology of and separation between vesicles, and obtain robust recovery using diverse 3D PSFs with unmatched accuracy compared to state-of-the-art algorithms.

scholarly journals Molecular resolution imaging by post-labeling expansion single-molecule localization microscopy (Ex-SMLM)

2020 ◽  
Author(s):  
Fabian U. Zwettler ◽  
Sebastian Reinhard ◽  
Davide Gambarotto ◽  
Toby D. M. Bell ◽  
Virginie Hamel ◽  
...  
Keyword(s):  
Electron Microscopy ◽  
Single Molecule ◽  
Super Resolution ◽  
Reference Structure ◽  
Positional Error ◽  
Localization Microscopy ◽  
Resolution Imaging ◽  
Endogenous Proteins ◽  
Super Resolution Microscopy ◽  
Single Molecule Localization Microscopy

AbstractExpansion microscopy (ExM) enables super-resolution fluorescence imaging of physically expanded biological samples with conventional microscopes. By combining expansion microscopy (ExM) with single-molecule localization microscopy (SMLM) it is potentially possible to approach the resolution of electron microscopy. However, current attempts to combine both methods remained challenging because of protein and fluorophore loss during digestion or denaturation, gelation, and the incompatibility of expanded polyelectrolyte hydrogels with photoswitching buffers. Here we show that re-embedding of expanded hydrogels enables dSTORM imaging of expanded samples and demonstrate that post-labeling ExM resolves the current limitations of super-resolution microscopy. Using microtubules as a reference structure and centrioles, we demonstrate that post-labeling Ex-SMLM preserves ultrastructural details, improves the labeling efficiency and reduces the positional error arising from linking fluorophores into the gel thus paving the way for super-resolution imaging of immunolabeled endogenous proteins with true molecular resolution.

scholarly journals Systematic Tuning of Rhodamine Spirocyclization for Super-Resolution Microscopy

2021 ◽  
Author(s):  
Nicolas Lardon ◽  
Lu Wang ◽  
Aline Tschanz ◽  
Philipp Hoess ◽  
Mai Tran ◽  
...  
Keyword(s):  
Single Molecule ◽  
Large Range ◽  
Dynamic Equilibrium ◽  
Super Resolution ◽  
Live Cell ◽  
Stimulated Emission ◽  
Important Class ◽  
Localization Microscopy ◽  
Super Resolution Microscopy ◽  
Single Molecule Localization Microscopy

Rhodamines are the most important class of fluorophores for applications in live-cell fluorescence microscopy. This is mainly because rhodamines exist in a dynamic equilibrium between a fluorescent zwitterion and a non-fluorescent but cell-permeable spirocyclic form. Different imaging applications require different positions of this dynamic equilibrium, which poses a challenge for the design of suitable probes. We describe here how the conversion of the ortho-carboxy moiety of a given rhodamine into substituted acyl benzenesulfonamides and alkylamides permits the systematic tuning of the equilibrium of spirocyclization with unprecedented accuracy and over a large range. This allows to transform the same rhodamine into either a highly fluorogenic and cell-permeable probe for live-cell stimulated emission depletion (STED) microscopy, or into a spontaneously blinking dye for single molecule localization microscopy (SMLM). We used this approach to generate differently colored probes optimized for different labeling systems and imaging applications.

scholarly journals Fast widefield scan provides tunable and uniform illumination optimizing super-resolution microscopy on large fields

2021 ◽  
Vol 12 (1) ◽  
Author(s):  
Adrien Mau ◽  
Karoline Friedl ◽  
Christophe Leterrier ◽  
Nicolas Bourg ◽  
Sandrine Lévêque-Fort
Keyword(s):  
Single Molecule ◽  
Imaging Techniques ◽  
Super Resolution ◽  
Uniform Illumination ◽  
Optical Sectioning ◽  
Coated Pits ◽  
Laser Illumination ◽  
Quantitative Analyses ◽  
Super Resolution Microscopy ◽  
Single Molecule Localization Microscopy

AbstractNon-uniform illumination limits quantitative analyses of fluorescence imaging techniques. In particular, single molecule localization microscopy (SMLM) relies on high irradiances, but conventional Gaussian-shaped laser illumination restricts the usable field of view to around 40 µm × 40 µm. We present Adaptable Scanning for Tunable Excitation Regions (ASTER), a versatile illumination technique that generates uniform and adaptable illumination. ASTER is also highly compatible with optical sectioning techniques such as total internal reflection fluorescence (TIRF). For SMLM, ASTER delivers homogeneous blinking kinetics at reasonable laser power over fields-of-view up to 200 µm × 200 µm. We demonstrate that ASTER improves clustering analysis and nanoscopic size measurements by imaging nanorulers, microtubules and clathrin-coated pits in COS-7 cells, and β2-spectrin in neurons. ASTER’s sharp and quantitative illumination paves the way for high-throughput quantification of biological structures and processes in classical and super-resolution fluorescence microscopies.

scholarly journals Photoactivation of silicon rhodamines via a light-induced protonation

2019 ◽  
Vol 10 (1) ◽  
Author(s):  
Michelle S. Frei ◽  
Philipp Hoess ◽  
Marko Lampe ◽  
Bianca Nijmeijer ◽  
Moritz Kueblbeck ◽  
...  
Keyword(s):  
Single Molecule ◽  
Particle Tracking ◽  
Single Particle ◽  
Super Resolution ◽  
Spectroscopic Properties ◽  
Single Particle Tracking ◽  
Live Cell ◽  
Localization Microscopy ◽  
Super Resolution Microscopy ◽  
Single Molecule Localization Microscopy

Abstract Photoactivatable fluorophores are important for single-particle tracking and super-resolution microscopy. Here we present a photoactivatable fluorophore that forms a bright silicon rhodamine derivative through a light-dependent protonation. In contrast to other photoactivatable fluorophores, no caging groups are required, nor are there any undesired side-products released. Using this photoactivatable fluorophore, we create probes for HaloTag and actin for live-cell single-molecule localization microscopy and single-particle tracking experiments. The unusual mechanism of photoactivation and the fluorophore’s outstanding spectroscopic properties make it a powerful tool for live-cell super-resolution microscopy.

scholarly journals Combining 3D single molecule localization strategies for reproducible bioimaging

2018 ◽  
Author(s):  
Clément Cabriel ◽  
Nicolas Bourg ◽  
Pierre Jouchet ◽  
Guillaume Dupuis ◽  
Christophe Leterrier ◽  
...  
Keyword(s):  
Single Molecule ◽  
Super Resolution ◽  
3D Localization ◽  
Point Spread ◽  
Spread Function ◽  
Multicolor Imaging ◽  
Localization Precision ◽  
Different Depths ◽  
Super Resolution Microscopy ◽  
Living Bacteria

We developed a 3D localization-based super-resolution technique providing a slowly varying localization precision over a 1 μm range with precisions down to 15 nm. The axial localization is performed through a combination of point spread function (PSF) shaping and supercritical angle fluorescence (SAF), which yields absolute axial information. Using a dual-view scheme, the axial detection is decoupled from the lateral detection and optimized independently to provide a weakly anisotropic 3D resolution over the imaging range. This method can be readily implemented on most homemade PSF shaping setups and provides drift-free, tilt-insensitive and achromatic results. Its insensitivity to these unavoidable experimental biases is especially adapted for multicolor 3D super-resolution microscopy, as we demonstrate by imaging cell cytoskeleton, living bacteria membranes and axon periodic submembrane scaffolds. We further illustrate the interest of the technique for biological multicolor imaging over a several-μm range by direct merging of multiple acquisitions at different depths.

scholarly journals RhoBAST - a rhodamine-binding aptamer for super-resolution RNA imaging

2020 ◽  
Author(s):  
Murat Sunbul ◽  
Jens Lackner ◽  
Annabell Martin ◽  
Daniel Englert ◽  
Benjamin Hacene ◽  
...  
Keyword(s):  
Single Molecule ◽  
Fluorescence Emission ◽  
Super Resolution ◽  
Image Resolution ◽  
Rna Aptamer ◽  
Structured Illumination ◽  
Structured Illumination Microscopy ◽  
Fluorescence Light ◽  
Rhodamine Dye ◽  
Single Molecule Localization Microscopy

AbstractRhoBAST is a novel fluorescence light-up RNA aptamer (FLAP) that transiently binds a fluorogenic rhodamine dye. Fast dye association and dissociation result in intermittent fluorescence emission, facilitating single-molecule localization microscopy (SMLM) with an image resolution not limited by photobleaching. We demonstrate RhoBAST's excellent properties as a RNA marker by resolving subcellular and subnuclear structures of RNA in live and fixed cells by SMLM and structured illumination microscopy (SIM).

scholarly journals Visualizing multi-protein patterns at the synapse of neuronal tissue with DNA-assisted single-molecule localization microscopy

2021 ◽  
Author(s):  
Kaarjel K. Narayanasamy ◽  
Aleksandar Stojic ◽  
Yunqing Li ◽  
Steffen Sass ◽  
Marina Hesse ◽  
...  
Keyword(s):  
Single Molecule ◽  
Cell Biology ◽  
Super Resolution ◽  
Protein Patterns ◽  
Multiple Targets ◽  
Localization Microscopy ◽  
Neuronal Tissue ◽  
Tissue Sections ◽  
Super Resolution Microscopy ◽  
Single Molecule Localization Microscopy

AbstractThe development of super-resolution microscopy (SRM) has widened our understanding of biomolecular structure and function in biological materials. Imaging multiple targets within a single area would elucidate their spatial localization relative to the cell matrix and neighboring biomolecules, revealing multi-protein macromolecular structures and their functional co-dependencies. SRM methods are, however, limited to the number of suitable fluorophores that can be imaged during a single acquisition as well as the loss of antigens during antibody washing and restaining for organic dye multiplexing. We report the visualization of multiple protein targets within the pre- and postsynapse in 350-400 nm thick neuronal tissue sections using DNA-assisted single-molecule localization microscopy. Using antibodies labeled with short DNA oligonucleotides, multiple targets are visualized successively by sequential exchange of fluorophore-labeled complementary oligonucleotides present in the imaging buffer. The structural integrity of the tissue is maintained owing to only a single labelling step during sample preparation. Multiple targets are imaged using a single laser wavelength, minimizing chromatic aberration. This method proved robust for multi-target imaging in semi-thin tissue sections, paving the way towards structural cell biology with single-molecule super-resolution microscopy.

scholarly journals DNA-Based Super-Resolution Microscopy: DNA-PAINT

Genes ◽  
2018 ◽  
Vol 9 (12) ◽  
pp. 621 ◽  
Author(s):  
Daniel Nieves ◽  
Katharina Gaus ◽  
Matthew Baker
Keyword(s):  
Single Molecule ◽  
Super Resolution ◽  
Cutting Edge ◽  
Cellular Proteins ◽  
Localization Microscopy ◽  
Nanoscale Topography ◽  
History Of ◽  
Super Resolution Microscopy ◽  
Fluorescent Ligand ◽  
Single Molecule Localization Microscopy

Super-resolution microscopies, such as single molecule localization microscopy (SMLM), allow the visualization of biomolecules at the nanoscale. The requirement to observe molecules multiple times during an acquisition has pushed the field to explore methods that allow the binding of a fluorophore to a target. This binding is then used to build an image via points accumulation for imaging nanoscale topography (PAINT), which relies on the stochastic binding of a fluorescent ligand instead of the stochastic photo-activation of a permanently bound fluorophore. Recently, systems that use DNA to achieve repeated, transient binding for PAINT imaging have become the cutting edge in SMLM. Here, we review the history of PAINT imaging, with a particular focus on the development of DNA-PAINT. We outline the different variations of DNA-PAINT and their applications for imaging of both DNA origamis and cellular proteins via SMLM. Finally, we reflect on the current challenges for DNA-PAINT imaging going forward.

scholarly journals Quantitative super-resolution single molecule microscopy dataset of YFP-tagged growth factor receptors

2018 ◽  
Author(s):  
Tomáš Lukeš ◽  
Jakub Pospíšil ◽  
Karel Fliegel ◽  
Theo Lasser ◽  
Guy M. Hagen
Keyword(s):  
Data Analysis ◽  
Growth Factor ◽  
Single Molecule ◽  
Super Resolution ◽  
Growth Factor Receptors ◽  
Data Sets ◽  
Localization Microscopy ◽  
Super Resolution Microscopy ◽  
Resolution Single ◽  
Single Molecule Localization Microscopy

BackgroundSuper-resolution single molecule localization microscopy (SMLM) is a method for achieving resolution beyond the classical limit in optical microscopes (approx. 200 nm laterally). Yellow fluorescent protein (YFP) has been used for super-resolution single molecule localization microscopy, but less frequently than other fluorescent probes. Working with YFP in SMLM is a challenge because a lower number of photons are emitted per molecule compared to organic dyes which are more commonly used. Publically available experimental data can facilitate development of new data analysis algorithms.FindingsFour complete, freely available single molecule super-resolution microscopy datasets on YFP-tagged growth factor receptors expressed in a human cell line are presented including both raw and analyzed data. We report methods for sample preparation, for data acquisition, and for data analysis, as well as examples of the acquired images. We also analyzed the SMLM data sets using a different method: super-resolution optical fluctuation imaging (SOFI). The two modes of analysis offer complementary information about the sample. A fifth single molecule super-resolution microscopy dataset acquired with the dye Alexa 532 is included for comparison purposes.ConclusionThis dataset has potential for extensive reuse. Complete raw data from SMLM experiments has typically not been published. The YFP data exhibits low signal to noise ratios, making data analysis a challenge. These data sets will be useful to investigators developing their own algorithms for SMLM, SOFI, and related methods. The data will also be useful for researchers investigating growth factor receptors such as ErbB3.

scholarly journals Beginner’s guide to producing super-resolved images on a widefield fluorescence microscope

2020 ◽  
Vol 42 (4) ◽  
pp. 52-56
Author(s):  
Ilijana Vojnovic ◽  
Ulrike Endesfelder
Keyword(s):  
Fluorescence Microscopy ◽  
Sample Preparation ◽  
Single Molecule ◽  
Life Sciences ◽  
Super Resolution ◽  
Localization Microscopy ◽  
Specialized Hardware ◽  
Microscopy Techniques ◽  
Super Resolution Microscopy ◽  
Single Molecule Localization Microscopy

The development of super-resolution microscopy techniques, which are able to achieve resolutions in the nanometre range and as such allow the visualization of subcellular structures and dynamics, has considerably expanded the possibilities of fluorescence microscopy in the life sciences. While a majority of these techniques require highly specialized hardware, single-molecule localization microscopy (SMLM) can be implemented on conventional widefield fluorescence microscopes. Here, we describe what technical upgrades are necessary and discuss some of the difficulties that can be encountered during sample preparation and imaging.

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