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Search Results (23)

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Keywords = super-resolution microscopy (STORM)

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18 pages, 1311 KiB  
Review
Super-Resolution Microscopy in the Structural Analysis and Assembly Dynamics of HIV
by Aiden Jurcenko, Olesia Gololobova and Kenneth W. Witwer
Appl. Nano 2025, 6(3), 13; https://doi.org/10.3390/applnano6030013 - 31 Jul 2025
Abstract
Super-resolution microscopy (SRM) has revolutionized our understanding of subcellular structures, including cell organelles and viruses. For human immunodeficiency virus (HIV), SRM has significantly advanced knowledge of viral structural biology and assembly dynamics. This review analyzes how SRM techniques (particularly PALM, STORM, STED, and [...] Read more.
Super-resolution microscopy (SRM) has revolutionized our understanding of subcellular structures, including cell organelles and viruses. For human immunodeficiency virus (HIV), SRM has significantly advanced knowledge of viral structural biology and assembly dynamics. This review analyzes how SRM techniques (particularly PALM, STORM, STED, and SIM) have been applied over the past decade to study HIV structural components and assembly. By categorizing and comparing studies based on SRM methods, HIV components, and labeling strategies, we assess the strengths and limitations of each approach. Our analysis shows that PALM is most commonly used for live-cell imaging of HIV Gag, while STED is primarily used to study the viral envelope (Env). STORM and SIM have been applied to visualize various components, including Env, capsid, and matrix. Antibody labeling is prevalent in PALM and STORM studies, targeting Env and capsid, whereas fluorescent protein labeling is mainly associated with PALM and focused on Gag. A recent emphasis on Gag and Env points to deeper investigation into HIV assembly and viral membrane dynamics. Insights from SRM studies of HIV not only enhance virological understanding but also inform future research in therapeutic strategies and delivery systems, including extracellular vesicles. Full article
(This article belongs to the Collection Review Papers for Applied Nano Science and Technology)
16 pages, 2167 KiB  
Article
Pushing Optical Resolution to the Few-Nanometer Scale via dSTORM Imaging of Expanded Specimen–Gel Composites
by Jimmy Ching-Cheng Hsu and T. Tony Yang
Gels 2025, 11(7), 491; https://doi.org/10.3390/gels11070491 - 25 Jun 2025
Viewed by 449
Abstract
Direct stochastic optical reconstruction microscopy (dSTORM) circumvents the diffraction limit of light, emerging as a powerful superresolution technique for visualizing subcellular structures with a nanoscale resolution of 10–20 nm. Yet achieving ultrastructural resolution using dSTORM alone remains challenging, despite its advantage of requiring [...] Read more.
Direct stochastic optical reconstruction microscopy (dSTORM) circumvents the diffraction limit of light, emerging as a powerful superresolution technique for visualizing subcellular structures with a nanoscale resolution of 10–20 nm. Yet achieving ultrastructural resolution using dSTORM alone remains challenging, despite its advantage of requiring only minimal modifications to the imaging setup and sample preparation compared to conventional fluorescence microscopy. A recent advancement that integrates expansion microscopy (ExM), which embeds specimens in a swellable polymer gel, with dSTORM holds promise for attaining imaging resolutions below 10 nm. The combined resolution, however, is governed by the expansion factor of samples, and prior studies have primarily focused on integrations involving approximately 4-fold gel expansion, as dSTORM imaging of high-fold-expanded specimens is still technically demanding. Here, we propose a pragmatic expansion strategy—post-labeling ten-fold robust expansion microscopy (plTREx)—and outline a workflow to facilitate its compatibility with dSTORM, collectively termed plTREx-dSTORM. Specifically, this workflow enhances the mechanical stability of the expansion hydrogel and improves fluorescence signal density across both widefield and dSTORM imaging platforms. Furthermore, we optimize the re-embedding protocol to integrate hydrogel expansion with dSTORM while preventing gel shrinkage. Together, plTREx-dSTORM enables highly refined imaging capable of ultrastructural interpretation of cellular proteins, effectively bridging the resolution gap between electron microscopy and optical microscopy. Full article
(This article belongs to the Special Issue Recent Advances in Protein Gels)
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10 pages, 1672 KiB  
Article
Enhanced Performance of the Optimized Dye CF583R in Direct Stochastic Optical Reconstruction Microscopy of Active Zones in Drosophila Melanogaster
by Marvin Noß, Dmitrij Ljaschenko and Achmed Mrestani
Cells 2024, 13(17), 1445; https://doi.org/10.3390/cells13171445 - 28 Aug 2024
Viewed by 1281
Abstract
Super-resolution single-molecule localization microscopy (SMLM) of presynaptic active zones (AZs) and postsynaptic densities contributed to the observation of protein nanoclusters that are involved in defining functional characteristics and in plasticity of synaptic connections. Among SMLM techniques, direct stochastic optical reconstruction microscopy (d [...] Read more.
Super-resolution single-molecule localization microscopy (SMLM) of presynaptic active zones (AZs) and postsynaptic densities contributed to the observation of protein nanoclusters that are involved in defining functional characteristics and in plasticity of synaptic connections. Among SMLM techniques, direct stochastic optical reconstruction microscopy (dSTORM) depends on organic fluorophores that exert high brightness and reliable photoswitching. While multicolor imaging is highly desirable, the requirements necessary for high-quality dSTORM make it challenging to identify combinations of equally performing, spectrally separated dyes. Red-excited carbocyanine dyes, e.g., Alexa Fluor 647 (AF647) or Cy5, are currently regarded as “gold standard” fluorophores for dSTORM imaging. However, a recent study introduced a set of chemically modified rhodamine dyes, including CF583R, that promise to display similar performance in dSTORM. In this study, we defined CF583R’s performance compared to AF647 and CF568 based on a nanoscopic analysis of Bruchpilot (Brp), a nanotopologically well-characterized scaffold protein at Drosophila melanogaster AZs. We demonstrate equal suitability of AF647, CF568 and CF583R for basal AZ morphometry, while in Brp subcluster analysis CF583R outperforms CF568 and is on par with AF647. Thus, the AF647/CF583R combination will be useful in future dSTORM-based analyses of AZs and other subcellularly located marker molecules and their role in physiological and pathophysiological contexts. Full article
(This article belongs to the Special Issue Diving Deep into Synaptic Transmission)
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16 pages, 2144 KiB  
Article
Mild Hyperthermia-Induced Thermogenesis in the Endoplasmic Reticulum Defines Stress Response Mechanisms
by Barbara Dukic, Zsófia Ruppert, Melinda E. Tóth, Ákos Hunya, Ágnes Czibula, Péter Bíró, Ádám Tiszlavicz, Mária Péter, Gábor Balogh, Miklós Erdélyi, Gyula Timinszky, László Vígh, Imre Gombos and Zsolt Török
Cells 2024, 13(13), 1141; https://doi.org/10.3390/cells13131141 - 3 Jul 2024
Cited by 2 | Viewed by 2241
Abstract
Previous studies reported that a mild, non-protein-denaturing, fever-like temperature increase induced the unfolded protein response (UPR) in mammalian cells. Our dSTORM super-resolution microscopy experiments revealed that the master regulator of the UPR, the IRE1 (inositol-requiring enzyme 1) protein, is clustered as a result [...] Read more.
Previous studies reported that a mild, non-protein-denaturing, fever-like temperature increase induced the unfolded protein response (UPR) in mammalian cells. Our dSTORM super-resolution microscopy experiments revealed that the master regulator of the UPR, the IRE1 (inositol-requiring enzyme 1) protein, is clustered as a result of UPR activation in a human osteosarcoma cell line (U2OS) upon mild heat stress. Using ER thermo yellow, a temperature-sensitive fluorescent probe targeted to the endoplasmic reticulum (ER), we detected significant intracellular thermogenesis in mouse embryonic fibroblast (MEF) cells. Temperatures reached at least 8 °C higher than the external environment (40 °C), resulting in exceptionally high ER temperatures similar to those previously described for mitochondria. Mild heat-induced thermogenesis in the ER of MEF cells was likely due to the uncoupling of the Ca2+/ATPase (SERCA) pump. The high ER temperatures initiated a pronounced cytosolic heat-shock response in MEF cells, which was significantly lower in U2OS cells in which both the ER thermogenesis and SERCA pump uncoupling were absent. Our results suggest that depending on intrinsic cellular properties, mild hyperthermia-induced intracellular thermogenesis defines the cellular response mechanism and determines the outcome of hyperthermic stress. Full article
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13 pages, 2645 KiB  
Article
Versatile Endogenous Editing of GluRIIA in Drosophila melanogaster
by Constantin J. Beckers, Achmed Mrestani, Fabian Komma and Sven Dannhäuser
Cells 2024, 13(4), 323; https://doi.org/10.3390/cells13040323 - 10 Feb 2024
Cited by 2 | Viewed by 2349
Abstract
Glutamate receptors at the postsynaptic side translate neurotransmitter release from presynapses into postsynaptic excitation. They play a role in many forms of synaptic plasticity, e.g., homeostatic scaling of the receptor field, activity-dependent synaptic plasticity and the induction of presynaptic homeostatic potentiation (PHP). The [...] Read more.
Glutamate receptors at the postsynaptic side translate neurotransmitter release from presynapses into postsynaptic excitation. They play a role in many forms of synaptic plasticity, e.g., homeostatic scaling of the receptor field, activity-dependent synaptic plasticity and the induction of presynaptic homeostatic potentiation (PHP). The latter process has been extensively studied at Drosophila melanogaster neuromuscular junctions (NMJs). The genetic removal of the glutamate receptor subunit IIA (GluRIIA) leads to an induction of PHP at the synapse. So far, mostly imprecise knockouts of the GluRIIA gene have been utilized. Furthermore, mutated and tagged versions of GluRIIA have been examined in the past, but most of these constructs were not expressed under endogenous regulatory control or involved the mentioned imprecise GluRIIA knockouts. We performed CRISPR/Cas9-assisted gene editing at the endogenous locus of GluRIIA. This enabled the investigation of the endogenous expression pattern of GluRIIA using tagged constructs with an EGFP and an ALFA tag for super-resolution immunofluorescence imaging, including structured illumination microscopy (SIM) and direct stochastic optical reconstruction microscopy (dSTORM). All GluRIIA constructs exhibited full functionality and PHP could be induced by philanthotoxin at control levels. By applying hierarchical clustering algorithms to analyze the dSTORM data, we detected postsynaptic receptor cluster areas of ~0.15 µm2. Consequently, our constructs are suitable for ultrastructural analyses of GluRIIA. Full article
(This article belongs to the Special Issue Diving Deep into Synaptic Transmission)
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16 pages, 3099 KiB  
Article
Super-Resolution Analysis of the Origins of the Elementary Events of ER Calcium Release in Dorsal Root Ganglion Neurons
by Miriam E. Hurley, Shihab S. Shah, Thomas M. D. Sheard, Hannah M. Kirton, Derek S. Steele, Nikita Gamper and Izzy Jayasinghe
Cells 2024, 13(1), 38; https://doi.org/10.3390/cells13010038 - 23 Dec 2023
Viewed by 2759
Abstract
Coordinated events of calcium (Ca2+) released from the endoplasmic reticulum (ER) are key second messengers in excitable cells. In pain-sensing dorsal root ganglion (DRG) neurons, these events can be observed as Ca2+ sparks, produced by a combination of ryanodine receptors [...] Read more.
Coordinated events of calcium (Ca2+) released from the endoplasmic reticulum (ER) are key second messengers in excitable cells. In pain-sensing dorsal root ganglion (DRG) neurons, these events can be observed as Ca2+ sparks, produced by a combination of ryanodine receptors (RyR) and inositol 1,4,5-triphosphate receptors (IP3R1). These microscopic signals offer the neuronal cells with a possible means of modulating the subplasmalemmal Ca2+ handling, initiating vesicular exocytosis. With super-resolution dSTORM and expansion microscopies, we visualised the nanoscale distributions of both RyR and IP3R1 that featured loosely organised clusters in the subplasmalemmal regions of cultured rat DRG somata. We adapted a novel correlative microscopy protocol to examine the nanoscale patterns of RyR and IP3R1 in the locality of each Ca2+ spark. We found that most subplasmalemmal sparks correlated with relatively small groups of RyR whilst larger sparks were often associated with larger groups of IP3R1. These data also showed spontaneous Ca2+ sparks in <30% of the subplasmalemmal cell area but consisted of both these channel species at a 3.8–5 times higher density than in nonactive regions of the cell. Taken together, these observations reveal distinct patterns and length scales of RyR and IP3R1 co-clustering at contact sites between the ER and the surface plasmalemma that encode the positions and the quantity of Ca2+ released at each Ca2+ spark. Full article
(This article belongs to the Special Issue The Signaling and Cellular Mechanisms of Pain)
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12 pages, 3604 KiB  
Article
Ultrasonic Transformation of Antibiotic Molecules into a Selective Chemotherapeutic Nanodrug
by Haiyan Zhu, Sukhvir Kaur Bhangu, Muthupandian Ashokkumar and Francesca Cavalieri
Molecules 2023, 28(13), 4927; https://doi.org/10.3390/molecules28134927 - 22 Jun 2023
Cited by 2 | Viewed by 1629
Abstract
Ultrasound-based engineering of carrier-free nanodrugs by supramolecular self-assembly has recently emerged as an innovative and environmentally friendly synthetic approach. By applying high-frequency sound waves (490 kHz) in aqueous solutions, the transformation of small chemotherapeutic and antibiotic drug molecules into carrier-free nanodrugs with anticancer [...] Read more.
Ultrasound-based engineering of carrier-free nanodrugs by supramolecular self-assembly has recently emerged as an innovative and environmentally friendly synthetic approach. By applying high-frequency sound waves (490 kHz) in aqueous solutions, the transformation of small chemotherapeutic and antibiotic drug molecules into carrier-free nanodrugs with anticancer and antimicrobial activities was recently achieved. The transformation of the antibiotic drug molecules, i.e., doxycycline, into stable nanodrugs (~130 nm) with selective anticancer activity was achieved without requiring organic solvents, chemical agents, or surfactants. The obtained nanodrug exhibited reactive oxygen species (ROS)-mediated cytotoxicity on human breast cancer (MDA-MB 231 cells) but a negligible antiproliferative effect on healthy fibroblast cells. Imaging by super-resolution microscopy (STORM) provided insights into the intracellular trafficking and endosomal escape of the nanodrugs. Overall, these findings suggest that small antibiotic drugs can be transformed into chemotherapeutic nanodrugs with high selectivity against cancer cells. Full article
(This article belongs to the Special Issue Advances in Ultrasound Chemistry)
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17 pages, 3395 KiB  
Review
On the Advent of Super-Resolution Microscopy in the Realm of Polycomb Proteins
by Irene Nepita, Simonluca Piazza, Martina Ruglioni, Sofia Cristiani, Emanuele Bosurgi, Tiziano Salvadori, Giuseppe Vicidomini, Alberto Diaspro, Marco Castello, Andrea Cerase, Paolo Bianchini, Barbara Storti and Ranieri Bizzarri
Biology 2023, 12(3), 374; https://doi.org/10.3390/biology12030374 - 26 Feb 2023
Cited by 2 | Viewed by 3871
Abstract
The genomes of metazoans are organized at multiple spatial scales, ranging from the double helix of DNA to whole chromosomes. The intermediate genomic scale of kilobases to megabases, which corresponds to the 50–300 nm spatial scale, is particularly interesting, as the 3D arrangement [...] Read more.
The genomes of metazoans are organized at multiple spatial scales, ranging from the double helix of DNA to whole chromosomes. The intermediate genomic scale of kilobases to megabases, which corresponds to the 50–300 nm spatial scale, is particularly interesting, as the 3D arrangement of chromatin is implicated in multiple regulatory mechanisms. In this context, polycomb group (PcG) proteins stand as major epigenetic modulators of chromatin function, acting prevalently as repressors of gene transcription by combining chemical modifications of target histones with physical crosslinking of distal genomic regions and phase separation. The recent development of super-resolution microscopy (SRM) has strongly contributed to improving our comprehension of several aspects of nano-/mesoscale (10–200 nm) chromatin domains. Here, we review the current state-of-the-art SRM applied to PcG proteins, showing that the application of SRM to PcG activity and organization is still quite limited and mainly focused on the 3D assembly of PcG-controlled genomic loci. In this context, SRM approaches have mostly been applied to multilabel fluorescence in situ hybridization (FISH). However, SRM data have complemented the maps obtained from chromosome capture experiments and have opened a new window to observe how 3D chromatin topology is modulated by PcGs. Full article
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12 pages, 4059 KiB  
Article
Image Scanning Microscopy to Investigate Polycomb Protein Colocalization onto Chromatin
by Irene Nepita, Simonluca Piazza, Martina Ruglioni, Sofia Cristiani, Emanuele Bosurgi, Tiziano Salvadori, Giuseppe Vicidomini, Alberto Diaspro, Marco Castello, Paolo Bianchini, Barbara Storti and Ranieri Bizzarri
Appl. Sci. 2023, 13(3), 1556; https://doi.org/10.3390/app13031556 - 25 Jan 2023
Cited by 4 | Viewed by 2811
Abstract
Super-resolution microscopy has been recently applied to understand the 3D topology of chromatin at an intermediated genomic scale (kilobases to a few megabases), as this corresponds to a sub-diffraction spatial scale crucial for the regulation of gene transcription. In this context, polycomb proteins [...] Read more.
Super-resolution microscopy has been recently applied to understand the 3D topology of chromatin at an intermediated genomic scale (kilobases to a few megabases), as this corresponds to a sub-diffraction spatial scale crucial for the regulation of gene transcription. In this context, polycomb proteins are very renowned gene repressors that organize into the multiprotein complexes Polycomb Repressor Complex 1 (PRC1) and 2 (PRC2). PRC1 and PRC2 operate onto the chromatin according to a complex mechanism, which was recently recapitulated into a working model. Here, we present a functional colocalization study at 100–140 nm spatial resolution targeting PRC1 and PRC2 as well as the histone mark H3K27me3 by Image Scanning Microscopy (ISM). ISM offers a more flexible alternative to diffraction-unlimited SRMs such as STORM and STED, and it is perfectly suited to investigate the mesoscale of PRC assembly. Our data suggest a partially simultaneous effort of PRC1 and PRC2 in locally shaping the chromatin topology. Full article
(This article belongs to the Special Issue State-of-the-Art in Super-Resolution Optical Microscopy)
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12 pages, 3205 KiB  
Article
Towards Unbiased Fluorophore Counting in Superresolution Fluorescence Microscopy
by Oskar Laitenberger, Timo Aspelmeier, Thomas Staudt, Claudia Geisler, Axel Munk and Alexander Egner
Nanomaterials 2023, 13(3), 459; https://doi.org/10.3390/nano13030459 - 23 Jan 2023
Cited by 3 | Viewed by 2193
Abstract
With the advent of fluorescence superresolution microscopy, nano-sized structures can be imaged with a previously unprecedented accuracy. Therefore, it is rapidly gaining importance as an analytical tool in the life sciences and beyond. However, the images obtained so far lack an absolute scale [...] Read more.
With the advent of fluorescence superresolution microscopy, nano-sized structures can be imaged with a previously unprecedented accuracy. Therefore, it is rapidly gaining importance as an analytical tool in the life sciences and beyond. However, the images obtained so far lack an absolute scale in terms of fluorophore numbers. Here, we use, for the first time, a detailed statistical model of the temporal imaging process which relies on a hidden Markov model operating on two timescales. This allows us to extract this information from the raw data without additional calibration measurements. We show this on the basis of added data from experiments on single Alexa 647 molecules as well as GSDIM/dSTORM measurements on DNA origami structures with a known number of labeling positions. Full article
(This article belongs to the Special Issue Nanostructures for Advanced Photonic Devices)
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16 pages, 3786 KiB  
Review
Super-Resolution Microscopy to Study Interorganelle Contact Sites
by Jon Ander Nieto-Garai, June Olazar-Intxausti, Itxaso Anso, Maier Lorizate, Oihana Terrones and Francesc-Xabier Contreras
Int. J. Mol. Sci. 2022, 23(23), 15354; https://doi.org/10.3390/ijms232315354 - 5 Dec 2022
Cited by 10 | Viewed by 4512
Abstract
Interorganelle membrane contact sites (MCS) are areas of close vicinity between the membranes of two organelles that are maintained by protein tethers. Recently, a significant research effort has been made to study MCS, as they are implicated in a wide range of biological [...] Read more.
Interorganelle membrane contact sites (MCS) are areas of close vicinity between the membranes of two organelles that are maintained by protein tethers. Recently, a significant research effort has been made to study MCS, as they are implicated in a wide range of biological functions, such as organelle biogenesis and division, apoptosis, autophagy, and ion and phospholipid homeostasis. Their composition, characteristics, and dynamics can be studied by different techniques, but in recent years super-resolution fluorescence microscopy (SRFM) has emerged as a powerful tool for studying MCS. In this review, we first explore the main characteristics and biological functions of MCS and summarize the different approaches for studying them. Then, we center on SRFM techniques that have been used to study MCS. For each of the approaches, we summarize their working principle, discuss their advantages and limitations, and explore the main discoveries they have uncovered in the field of MCS. Full article
(This article belongs to the Collection Morphological Approaches in Biomolecular Sciences)
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22 pages, 5444 KiB  
Article
Mapping the Nicotinic Acetylcholine Receptor Nanocluster Topography at the Cell Membrane with STED and STORM Nanoscopies
by Lucas A. Saavedra, Héctor Buena-Maizón and Francisco J. Barrantes
Int. J. Mol. Sci. 2022, 23(18), 10435; https://doi.org/10.3390/ijms231810435 - 9 Sep 2022
Cited by 2 | Viewed by 3047
Abstract
The cell-surface topography and density of nicotinic acetylcholine receptors (nAChRs) play a key functional role in the synapse. Here we employ in parallel two labeling and two super-resolution microscopy strategies to characterize the distribution of this receptor at the plasma membrane of the [...] Read more.
The cell-surface topography and density of nicotinic acetylcholine receptors (nAChRs) play a key functional role in the synapse. Here we employ in parallel two labeling and two super-resolution microscopy strategies to characterize the distribution of this receptor at the plasma membrane of the mammalian clonal cell line CHO-K1/A5. Cells were interrogated with two targeted techniques (confocal microscopy and stimulated emission depletion (STED) nanoscopy) and single-molecule nanoscopy (stochastic optical reconstruction microscopy, STORM) using the same fluorophore, Alexa Fluor 647, tagged onto either α-bungarotoxin (BTX) or the monoclonal antibody mAb35. Analysis of the topography of nanometer-sized aggregates (“nanoclusters”) was carried out using STORMGraph, a quantitative clustering analysis for single-molecule localization microscopy based on graph theory and community detection, and ASTRICS, an inter-cluster similarity algorithm based on computational geometry. Antibody-induced crosslinking of receptors resulted in nanoclusters with a larger number of receptor molecules and higher densities than those observed in BTX-labeled samples. STORM and STED provided complementary information, STED rendering a direct map of the mesoscale nAChR distribution at distances ~10-times larger than the nanocluster centroid distances measured in STORM samples. By applying photon threshold filtering analysis, we show that it is also possible to detect the mesoscale organization in STORM images. Full article
(This article belongs to the Special Issue Advanced Fluorescence Methodologies: Focus on Molecular Research)
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14 pages, 3602 KiB  
Communication
Novel Tools to Measure Single Molecules Colocalization in Fluorescence Nanoscopy by Image Cross Correlation Spectroscopy
by Simone Pelicci, Laura Furia, Mirco Scanarini, Pier Giuseppe Pelicci, Luca Lanzanò and Mario Faretta
Nanomaterials 2022, 12(4), 686; https://doi.org/10.3390/nano12040686 - 18 Feb 2022
Cited by 13 | Viewed by 4254
Abstract
Super Resolution Microscopy revolutionized the approach to the study of molecular interactions by providing new quantitative tools to describe the scale below 100 nanometers. Single Molecule Localization Microscopy (SMLM) reaches a spatial resolution less than 50 nm with a precision in calculating molecule [...] Read more.
Super Resolution Microscopy revolutionized the approach to the study of molecular interactions by providing new quantitative tools to describe the scale below 100 nanometers. Single Molecule Localization Microscopy (SMLM) reaches a spatial resolution less than 50 nm with a precision in calculating molecule coordinates between 10 and 20 nanometers. However new procedures are required to analyze data from the list of molecular coordinates created by SMLM. We propose new tools based on Image Cross Correlation Spectroscopy (ICCS) to quantify the colocalization of fluorescent signals at single molecule level. These analysis procedures have been inserted into an experimental pipeline to optimize the produced results. We show that Fluorescent NanoDiamonds targeted to an intracellular compartment can be employed (i) to correct spatial drift to maximize the localization precision and (ii) to register confocal and SMLM images in correlative multiresolution, multimodal imaging. We validated the ICCS based approach on defined biological control samples and showed its ability to quantitatively map area of interactions inside the cell. The produced results show that the ICCS analysis is an efficient tool to measure relative spatial distribution of different molecular species at the nanoscale. Full article
(This article belongs to the Special Issue State-of-the-Art Nanophotonics Materials and Devices in Italy)
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11 pages, 1278 KiB  
Article
Structure-Based Analysis of Protein Cluster Size for Super-Resolution Microscopy in the Nervous System
by Chia-En Wong, Yuan-Ping Chu and Kuen-Jer Tsai
Biomedicines 2022, 10(2), 295; https://doi.org/10.3390/biomedicines10020295 - 27 Jan 2022
Cited by 3 | Viewed by 2904
Abstract
To overcome the diffraction limit and resolve target structures in greater detail, far-field super-resolution techniques such as stochastic optical reconstruction microscopy (STORM) have been developed, and different STORM algorithms have been developed to deal with the various problems that arise. In particular, the [...] Read more.
To overcome the diffraction limit and resolve target structures in greater detail, far-field super-resolution techniques such as stochastic optical reconstruction microscopy (STORM) have been developed, and different STORM algorithms have been developed to deal with the various problems that arise. In particular, the effect of the local structure is an important issue. For objects with closely correlated distributions, simple Gaussian-based localization algorithms often used in STORM imaging misinterpret overlapping point spread functions (PSFs) as one, which limits the ability of super-resolution imaging to resolve nanoscale local structures and leads to inaccurate length measurements. The STORM super-resolution images of biological specimens from the cluster-forming proteins in the nervous system were reconstructed for localization-based analysis. Generally, the localization of each fluorophore was determined by two-dimensional Gaussian function fitting. Further, the physical shape of the cluster structure information was incorporated into the size parameter of the localization structure analysis in order to generate structure-based fitting algorithms. In the present study, we proposed a novel, structure-based, super-resolution image analysis method: structure-based analysis (SBA), which combines a structural function and a super-resolution localization algorithm. Using SBA, we estimated the size of fluorescent beads, inclusion proteins, and subtle synaptic structures in both wide-field and STORM images. The results show that SBA has a comparable and often superior performance to the commonly used full width at half maximum (FWHM) parameter. We demonstrated that SBA is able to estimate molecular cluster sizes in far-field super-resolution STORM images, and that SBA was comparable and often superior to FWHM. We also certified that SBA provides size estimations that corroborate previously published electron microscopy data. Full article
(This article belongs to the Special Issue Molecular Mechanisms and Treatments on Neurodegenerative Diseases)
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14 pages, 2619 KiB  
Article
Quantitative Super-Resolution Microscopy to Assess Adhesion of Neuronal Cells on Single-Layer Graphene Substrates
by Silvia Scalisi, Francesca Pennacchietti, Sandeep Keshavan, Nathan D. Derr, Alberto Diaspro, Dario Pisignano, Agnieszka Pierzynska-Mach, Silvia Dante and Francesca Cella Zanacchi
Membranes 2021, 11(11), 878; https://doi.org/10.3390/membranes11110878 - 15 Nov 2021
Cited by 6 | Viewed by 3217
Abstract
Single Layer Graphene (SLG) has emerged as a critically important nanomaterial due to its unique optical and electrical properties and has become a potential candidate for biomedical applications, biosensors, and tissue engineering. Due to its intrinsic 2D nature, SLG is an ideal surface [...] Read more.
Single Layer Graphene (SLG) has emerged as a critically important nanomaterial due to its unique optical and electrical properties and has become a potential candidate for biomedical applications, biosensors, and tissue engineering. Due to its intrinsic 2D nature, SLG is an ideal surface for the development of large-area biosensors and, due to its biocompatibility, can be easily exploited as a substrate for cell growth. The cellular response to SLG has been addressed in different studies with high cellular affinity for graphene often detected. Still, little is known about the molecular mechanism that drives/regulates the cellular adhesion and migration on SLG and SLG-coated interfaces with respect to other substrates. Within this scenario, we used quantitative super-resolution microscopy based on single-molecule localization to study the molecular distribution of adhesion proteins at the nanoscale level in cells growing on SLG and glass. In order to reveal the molecular mechanisms underlying the higher affinity of biological samples on SLG, we exploited stochastic optical reconstruction microscopy (STORM) imaging and cluster analysis, quantifying the super-resolution localization of the adhesion protein vinculin in neurons and clearly highlighting substrate-related correlations. Additionally, a comparison with an epithelial cell line (Chinese Hamster Ovary) revealed a cell dependent mechanism of interaction with SLG. Full article
(This article belongs to the Special Issue Nanoscale Membranes Structure and Dynamics)
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