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Results for “Single Molecule Imaging”

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At least 19 recordsLinked to original sources

PubMed1989

Circular harmonic averaging of noisy single-molecule images.

A new method for averaging of noisy single-molecule images has been developed. Averaging is done over the circular harmonic components of the images instead of over the images themselves. Those images which show different molecules or molecules in different projections can be separated into classes by comparing the power of their circular harmonic components, which is rotationally invariant. Orientational alignment, based on the rotational correlation of each image with all others, and averaging is performed separately for each class. Applying a quality measure to the circular harmonic averages allows separation of significant and nonsignificant components. Computer simulations indicate that the method is quite stable against noise. One of the main advantages of "circular harmonic averaging" over existing methods is that no reference images are needed in the averaging procedure.

Computer Simulation↗

PubMed2025

ChromaFactor: Deconvolution of single-molecule chromatin organization with non-negative matrix factorization.

The investigation of chromatin organization in single cells holds great promise for identifying causal relationships between genome structure and function. However, analysis of single-molecule data is hampered by extreme yet inherent heterogeneity, making it challenging to determine the contributions of individual chromatin fibers to bulk trends. To address this challenge, we propose ChromaFactor, a novel computational approach based on non-negative matrix factorization that deconvolves single-molecule chromatin organization datasets into their most salient primary components. ChromaFactor provides the ability to identify trends accounting for the maximum variance in the dataset while simultaneously describing the contribution of individual molecules to each component. Applying our approach to two single-molecule imaging datasets across different genomic scales, we find that these primary components demonstrate significant correlation with key functional phenotypes, including active transcription, enhancer-promoter distance, and genomic compartment. Also, we find that some bulk trends exist at the single-cell level, but only in a small fraction of cells, suggesting that critical changes in genome organization may be driven by specific rare subpopulations rather than occurring uniformly across all cells. ChromaFactor offers a robust tool for understanding the complex interplay between chromatin structure and function on individual DNA molecules, pinpointing which subpopulations drive functional changes and fostering new insights into cellular heterogeneity and its implications for bulk genomic phenomena.

Animals↗

PubMed1989

Real-time imaging of single DNA molecules with fluorescence microscopy.

A fluorescence microscopy technique was used to image the dynamics of individual DNA molecules. Lambda, calf thymus, cosmid (circular), and T4 DNA were studied with the fluorescent dye acridine orange. Experiments with DNAase I were conducted, and the results indicate that these observations correspond to DNA molecules. The results of experiments with circular DNA provide strong evidence that these were single DNA molecules. Molecules were observed free in solution or attached to a glass or copper surface at one or several points. The Brownian motion of these molecules was observed, indicating that DNA in solution exists in a partially supercoiled state. Some molecules appeared stretched and were attached to the surface by their termini; the lengths of these molecules were measured. Such molecules also exhibited elastic behavior upon breaking. The power of this technique is demonstrated in images of cosmid DNA molecules, catenanes, and DNA extending from T4 phage particles. These results suggest immediate applications to molecular biology, such as examining the dynamics of protein-DNA interactions. Areas of ongoing research are discussed.

DNA↗

PubMed2026

Nucleosomes and IDRs suppress promiscuous GCN4 binding on minichromosomes.

Eukaryotic sequence-specific transcription factors (TFs) must find their cognate DNA targets hidden in genomic chromatin amid an excess of nonspecific sequences and degenerate motifs. Although static TF interactions with nucleosomal targets have been elucidated, how TFs efficiently search for cognate sites within native gene-sized chromatin domains has been unclear. Here we used purified Saccharomyces cerevisiae HIS3 minichromosomes and single-molecule imaging to compare association and dissociation kinetics of transcription activator GCN4 on chromatin and naked genomic DNA. GCN4 displays widespread and stable off-target binding on bare DNA because of entrapment by degenerate sites and interactions with nonspecific DNA of increasing length, indicative of one-dimensional (1D) diffusion. Nucleosome organization on the minichromosome reduces promiscuous GCN4 residence times by obstructing TF association and restricting 1D target search within nucleosome-free regions. Furthermore, the intrinsically disordered GCN4 activation domain independently enhances targeting efficiency and specificity by accelerating association-dissociation kinetics in vitro and in living cells. Altogether, both nucleosome organization and activation domains independently suppress promiscuous GCN4 binding, which, if unchecked, may cause aberrant cryptic transcription known to occur upon chromatin disruptions.

Nucleosomes↗

PubMed1991

Structure of the mitochondrial creatine kinase octamer: high-resolution shadowing and image averaging of single molecules and formation of linear filaments under specific staining conditions.

The combination of high-resolution tantalum/tungsten (Ta/W) shadowing at very low specimen temperature (-250 degrees C) under ultrahigh vacuum (less than 2 x 10(-9) mbar) with circular harmonic image averaging revealed details on the surface structure of mitochondrial creatine kinase (Mi-CK) molecules with a resolution less than 2.5 nm. Mi-CK octamers exhibit a cross-like surface depression dividing the square shaped projection of 10 x 10 nm into four equally sized subdomains, which correspond to the four dimers forming the octameric Mi-CK molecule. By a combination of positive staining (with uranyl acetate) and heavy metal shadowing, internal structures as well as the surface relief of Mi-CK were visualized at the same time at high resolution. Computational image analysis revealed only a single projection class of molecules, but the ability of Mi-CK to form linear filaments, as well as geometrical considerations concerning the formation of octamers by four equal, asymmetric dimers, suggest the existence of at least two distinct faces on the molecule. By image processing of Mi-CK filaments a side view of the octamer differing from the top-bottom projections of single molecules became evident showing a funnel-like access each form the top and bottom of the octamer connected by a central channel. The general structure of the Mi-CK octamer described here is relevant to the localization of the molecule at the inner-outer mitochondrial contact sites and to the function of Mi-CK as an "energy channeling" molecule.

Animals↗

PubMed1989

Imaging of single uncoated DNA molecules by scanning tunneling microscopy.

Scanning tunneling microscope images of DNA molecules absorbed onto highly oriented pyrolytic graphite have been obtained. Three methods of deposition and sample preparation have been utilized. In the first method, a highly concentrated solution of DNA is sonicated, and a drop is deposited on freshly cleaved graphite. Under these conditions, the molecules tend to align in a parallel fashion, forming liquid-crystalline phases. In the second method, a solution of DNA is deposited directly on the graphite surface without sonication. In this case, ammonium acetate, a volatile salt, is used to decrease the amount of the residual salt crystals left after drying. In the third method, a solution containing lysed phage particles and DNA is adsorbed onto a graphite surface. The molecules are seen either isolated or in small bundles. The values of height, periodicity, and thickness observed and the handedness of the molecules are consistent with those expected for DNA. In all cases, the molecules were identified by their characteristic periodic structure and because, at higher magnification, no graphite-like structure was detectable on the surface of the molecules. Often the DNA molecules appear to adsorb in areas of the graphite that have many steps and defects. A mechanism that explains the magnitude of the tunneling currents measured in DNA is proposed. This mechanism, in turn, suggests a general method by which large insulating molecules can be rendered conductive.

DNA↗

PubMed2026

High-Purity Monovalent Functionalization of Carbon Nanotubes.

Single-walled carbon nanotubes (SWCNTs) show promise for probing molecular interactions at single-molecule resolution, yet generating SWCNT populations bearing a single defined functional tag remains challenging because surface functionalization is inherently stochastic. Here, we present a batch-scale strategy to produce predominantly singly tagged SWCNTs by leveraging the stochastic adsorption of single-stranded DNA (ssDNA). Specifically, SWCNTs are dispersed using a mixture of unmodified ssDNA (um-ssDNA) and a minor fraction of modified ssDNA (m-ssDNA) carrying an affinity handle. We developed a probabilistic ssDNA-SWCNT binding model that predicts the distribution of m-ssDNA per nanotube as a function of the input minor-strand fraction p = m-ssDNA/total ssDNA, enabling selection of conditions that maximize single-tag purity. Using magnetic-bead capture via a biotin affinity interaction and subsequent release, we isolate SWCNTs with 97.6% predicted single-tag purity at 2% recovery. Single-molecule fluorescence imaging further supports predominantly single-label occupancy under the model-selected conditions. Thus, this approach provides a general route to SWCNTs bearing a single molecular handle for downstream conjugation and assembly, supporting diverse future applications in SWCNT-based nanotechnologies.

Nanotubes, Carbon↗

PubMed1984

Three-dimensional structure of bovine NADH:ubiquinone oxidoreductase of the mitochondrial respiratory chain.

We have studied the structure of bovine heart mitochondrial NADH:ubiquinone (Q) oxidoreductase (EC 1.6.99.3) by image analysis of electron micrographs. A three-dimensional reconstruction was calculated from a tilt-series of a two-dimensional crystal of the molecule. Our interpretation of the position of the molecule in the unit cell of the crystal is supported by additional (low-resolution) analysis of images of single molecules. The three-dimensional reconstruction was calculated with the aid of an iterative real-space reconstruction algorithm. The various projections used as input to the algorithm were obtained by averaging the images of the tilted crystal through a Fourier-space peak-filtering procedure. The reconstructed unit cell measures 15.2 X 15.2 nm in the plane of the two-dimensional crystal and has a height of 10-11 nm. The unit cell contains one molecule consisting of four large subunits. At the present resolution of about 1.3 nm in the untilted projection, these four monomers are seen as two dimers related by a two-fold axis. Two views of the single particles have been recognized; they are the top and side view of the building block of the crystal. After computer image alignment and correspondence analysis, clusters of similar particles have been averaged. In the averages an uneven stain distribution is seen around the molecules, which may result from preferential staining of hydrophilic parts of the molecule. The molecular mass of the whole molecule was determined from scanning transmission electron microscopy measurements as (1.6 +/- 0.2) X 10(6) daltons.

Animals↗

PubMed1990

Electron microscopy and image analysis of two-dimensional crystals and single molecules of alcohol oxidase from Hansenula polymorpha.

The octameric protein alcohol oxidase from the yeast Hansenula polymorpha was studied by electron microscopy and image analysis. Two-dimensional crystals were formed by applying the protein, in a phosphate buffer containing poly(ethylene glycol) and EDTA, to a carbon-coated formvar film which had been glow-discharged in pentylamine at least several hours earlier. The crystals show p4 symmetry and have a unit cell of 12.5 X 12.5 nm2, containing one molecule. Image analysis of the crystals and of single molecules yielded two different views. From these it can be deduced that the subunits have an elongated shape and form two layers of four, stacked face to face. A tentative model of the structure is presented.

Alcohol Oxidoreductases↗

PubMed1984

Localization of lipoyl-bearing domains in the alpha-ketoglutarate dehydrogenase multienzyme complex.

The alpha-ketoglutarate dehydrogenase complex from Escherichia coli consists of a core component, dihydrolipoyl transsuccinylase (E2), to which are noncovalently bound 12 polypeptide chains each of alpha-ketoglutarate dehydrogenase and dihydrolipoyl dehydrogenase. E2 exists as a cube-shaped complex comprising 24 identical chains and may be resolved from the other two enzyme components. Limited digestion of E2 with trypsin quantitatively removes domains containing the lipoic acid cofactor while leaving the quaternary structure of the complex intact. Averages of native and trypsin-modified E2 were computed from images of single molecules obtained from electron micrographs of negatively stained specimens. The two averages were very similar and were in general agreement with a model determined previously by X-ray crystallography. However, detailed analysis of the difference image, obtained by subtracting the average of the trypsin-treated E2 from the native E2, showed extra stain-excluding regions along the edges of the native molecule which we interpret as representing the lipoyl-bearing domains. Micrographs of mixtures of native and modified E2 were also analyzed in order to rule out staining or electron-optical artifacts as accounting for the results. On the basis of these results along with other available structural information, we propose that one function of the lipoyl domains is to permit interactions between distantly separated lipoyl moieties in the E2 complex; this proposal also agrees with recent results of modeling studies of biochemical data [Hackert, M.L., Oliver, R.M., & Reed, L.J. (1983) Proc. Natl. Acad. Sci. U.S.A. 80, 2226-2230].

Acyltransferases↗

PubMed1989

Symmetry and dimensions of membrane-bound nicotinic acetylcholine receptors from Torpedo californica electric tissue: rapid rearrangement to two-dimensional ordered lattices.

Computer-aided image-averaging methods are applied to different preparations of membrane-bound nicotinic acetylcholine receptor. Circular harmonic averaging (CHA), a novel, reference-independent averaging method developed by W. Kunath and H. Sack-Kongehl [1989) Ultramicroscopy 27:171-184) allows analyzing images of single molecules of the receptor in its native membrane-bound state. The five subunits of the receptor are clearly resolved. At the resolution obtained (approximately 20 A) no differences were observed with resting and agonist-desensitized receptors. A method is proposed for rapidly arranging the acetylcholine receptors to ordered lattices. Depending on the conditions, tetragonal or hexagonal, two-dimensional lattices can be obtained within 2 to 6 days at 4 degrees C. Analysis by CHA shows that the receptor molecules preserve their gross structure and dimensions in these membranes, but that they are randomly oriented. Both lattices, therefore, do not represent true two-dimensional crystals.

Animals↗

PubMed2025

Single-Molecule Nanopore Detection of Non-Canonical Thymine-Melamine Hydrogen Bonding Base Pair in DNA Abasic Site.

The binding of small molecules to DNA may represent a mutagenic process capable of inducing genomic structural alterations and functional impairment. Melamine (MA), a toxic small molecule, exhibits a hydrogen-bonding interface structurally analogous to adenine, enabling to form non-canonical thymine-melamine (T-MA) base pairs like Watson-Crick pairing. This property allows MA to program DNA nanostructure formation. Given MA's documented biological consequences, such as kidney disease, reproductive toxicity, and central nervous system dysfunction, sensitive detection of MA-DNA interactions has become critically important. However, such subtle structural changes remain challenging to identify because of the paucity of effective detection approaches in a high-resolution manner. To overcome this limitation, nanopore measurement is employed to identify T-MA hydrogen bonding base pairing in DNA. Results demonstrate that nanopore enables unambiguous identification of T-MA hydrogen bonding via mechanically unzipping thymine-melamine-thymine (T-MA-T) triplets in DNA structures. The approach achieves single-base-pair resolution, as evidenced by nucleotide substitutions flanking the abasic site in complex DNA structures. In addition, nanopore-based kinetic analysis reveals an enhanced intramolecular stability in MA-binding DNA compared to those consisting of complete canonical DNA pairs. This research establishes a powerful platform for high-resolution interrogation of DNA-small molecule interactions and quantitative biophysical characterization of mutagenic modifications at the nanoscale.

Single Molecule Imaging↗

PubMed2026

Single-Molecule Fluorescence In Situ Hybridization (smFISH) for RNA Localization Relative to a DNA Locus in Bacteria.

When studying the localization of RNA within a cell, it is important to probe RNA relative to a subcellular landmark, such as a gene locus (transcription site). In this chapter, we describe a single-molecule fluorescence in situ hybridization (smFISH) protocol for labeling target RNAs and their DNA loci in bacteria. This is a versatile protocol applicable to various genes and species, providing valuable insights into RNA localization in bacterial cells.

In Situ Hybridization, Fluorescence↗

PubMed2026

Recovering membrane interaction kinetics of single molecules from 3D tracking data.

Interactions between cytosolic biomolecules and the bacterial inner membrane are fundamental to many cellular processes, yet directly measuring their binding kinetics in living cells remains challenging. Conventional 2D single-molecule tracking analyses can be insufficient, particularly when membrane association does not markedly alter the diffusion rate. Here, we present a method to recover membrane interaction kinetics from 3D single-molecule trajectories in rod-shaped bacteria. Using simulated 3D tracking data, we identify membrane-associated motion by quantifying how well short trajectory segments follow the circular curvature of the cell membrane. The resulting measure is further analyzed using a hidden Markov modeling framework, enabling robust discrimination between cytosolic and membrane-bound states and capturing the dynamics of state transitions without requiring diffusion-rate changes or direct colocalization with membrane markers. This work establishes a general framework for extracting membrane interaction kinetics from 3D single-molecule tracking data in live bacteria and highlights the value of realistic microscopy simulations for quantitative interpretation and systematic bias assessment.

Kinetics↗

PubMed2026

Seeing and Feeling DNA Methylation: Single-Molecule Biophysics Meets Machine Learning.

DNA methylation at 5-methylcytosine (5mC) is crucial for embryonic development and cellular function, while aberrant patterns strongly drive disease onset and progression. Its reversible nature offers substantial therapeutic potential, emphasizing the need for precise, context-specific genome wide 5mC mapping. Conventional techniques such as bisulfite sequencing and ensemble biosensor assays are hindered by DNA degradation, amplification bias, high cost, and inability to resolve single-molecule structural and mechanical effects of methylation. This review examines advances in single-molecule biophysical methods (nanopore sensing, smFRET, optical/magnetic tweezers, and AFM) that provide direct, label-free/minimally invasive 5mC detection, along with quantitative insights into DNA conformation, mechanics, and protein-DNA interactions. These techniques complement traditional methylome mapping by linking genomic localization to molecular mechanisms. Emerging machine-learning approaches are revolutionizing analysis, particularly in nanopore sensing, while promising applications in smFRET, tweezers, and AFM address throughput and reproducibility challenges. Their convergence promises scalable, high-resolution epigenetic profiling, advancing precision epigenomics toward clinical application.

DNA Methylation↗

PubMed2025

Unlocking Zeptomolar Single-Molecule Detection by Synergizing Digital Microfluidics and Digital CRISPR.

Accurate diagnosis relies on the highly sensitive and quantitative detection of multiple immune-related biomarkers. However, current detection methods still face significant limitations in sensitivity, specificity, and background signal control. Here, we introduce DDA (Dual-Digital immunoAssay), a fully automated, universal immunoassay platform that synergizes digital microfluidics with digital Clustered Regularly Interspaced Short Palindromic Repeats (CRISPR)-based amplification. This "dual-digital" strategy pushes the detection limit into the zeptomolar (zM) regime, enabling unprecedented sensitivity for single-molecule analysis. The DDA platform is built upon a digital microfluidic microwell array chip, integrating magnetic bead-based immunocapture with RNA-guided CRISPR/Cas13a signal amplification. This system enables a fully automated, "sample-in, answer-out" workflow. By systematically optimizing the entire process, DDA significantly reduces background noise and enhances detection sensitivity, achieving a limit of detection (LOD) down to 100 zM for key protein biomarkers. This represents a >100-fold improvement over leading commercial ultrasensitive assays. With single-molecule resolution and full automation, DDA provides a robust solution for the precise quantification of low-abundance immune biomarkers. As a proof-of-concept, we demonstrate its ability to accurately quantify key heart-failure-associated biomarkers, including NT-proBNP (LOD: 1 aM), IL-6 (LOD: 1.5 aM), and TNF-α (LOD: 2.5 aM), directly in complex serum samples. This platform holds great promise for automated multibiomarker screening and risk assessment, showcasing its powerful potential for the early diagnosis of major diseases such as cardiovascular diseases, cancers, neurodegenerative disorders, and infectious diseases.

Humans↗

PubMed2026

Bridging-driven condensation by eukaryotic SMC complexes is a conserved feature of genome organization.

The Structural Maintenance of Chromosome (SMC) protein family plays a central role in higher-order genome organization through ATP-dependent DNA loop extrusion by cohesin and condensin and other processes. Whether these activities fully account for the complexity of chromosome architecture remains unknown. Here, we uncover a conserved ATP-independent mechanism of chromatin condensation by SMC complexes, occurring via biomolecular condensation. Using single-molecule fluorescence imaging, we show that a variety of SMCs form dynamic DNA-bound condensates that exhibit key features of biomolecular condensates, including droplet coalescence, fluorescence recovery after photobleaching, and rapid exchange with free SMC complexes. Atomic force microscopy analysis of human cohesin-DNA assemblies reveals DNA-length-dependent clustering, providing evidence for bridging-driven condensation. Analyses of in vivo super-resolution imaging and high-throughput chromosome conformation capture (Hi-C) data indicate that these condensates form chromatin-associated clusters with multi-loop structures. Together, our results establish that SMC complexes employ ATP-independent phase condensation as well as ATP-dependent activities to shape genome architecture. This work reveals a broadly conserved principle of chromosomal organization across eukaryotes.

Chromosomal Proteins, Non-Histone↗

PubMed2026

Single-molecule tracking of RNA-DNA hybrid removal enzymes important for lagging-strand replication.

The formation of RNA-DNA hybrid (RDH) primers by primase is an essential step in the recruitment of DNA polymerase during replication initiation and for the synthesis of each Okazaki fragment on the lagging strand. In addition to primers, RDHs form through misincorporation of ribonucleotides by DNA polymerase during elongation and by formation of R loops during transcription. R loops are three-stranded structures that form when the nascent mRNA anneals to the template DNA strand, displacing the complementary DNA strand. The persistence of RDHs is deleterious to genome stability in all cells because they increase susceptibility to mutations, impaired replication fork progression, DNA double-stranded breaks, and genomic rearrangements. In many bacteria, it is well established that components of the replicative DNA polymerase form a macromolecular complex that can be imaged using single-molecule or ensemble fluorescence approaches. The spatiotemporal regulation of proteins involved in RDH removal during lagging-strand maturation is less clear. Here, we study three proteins that are involved in the removal of RDHs from the lagging strand during DNA replication in the Gram-positive bacterium Bacillus subtilis: DNA polymerase I (Pol I), FenA, and RNase HIII. We characterized the behavior of each PAmCherry-tagged lagging-strand enzyme in living cells using single-particle tracking photoactivated localization microscopy. We find that all three proteins are highly mobile, suggesting residence times at their target substrates are below our temporal resolution. We also find evidence that Pol I activity is modulated through interaction with the replisome, whereas FenA and RNase HIII are regulated through access to the nucleoid. Our results provide new insight into how enzymes are recruited to resolve RDHs during lagging-strand replication in vivo.

DNA Replication↗