Spectral analysis methods for the robust measurement of the flexural rigidity of biopolymers

The mechanical properties of biopolymers can be determined from a statistical analysis of the ensemble of shapes they exhibit when subjected to thermal forces. In practice, extracting information from fluorescence microscopy images can be challenging due to low signal/noise ratios and other artifacts. To address these issues, we develop a suite of tools for image processing and spectral data analysis that is based on a biopolymer contour representation expressed in a spectral basis of orthogonal polynomials. We determine biopolymer shape and stiffness using global fitting routines that optimize a utility function measuring the amount of fluorescence intensity overlapped by such contours. This approach allows for filtering of high-frequency noise and interpolation over sporadic gaps in fluorescence. We use benchmarking to demonstrate the validity of our methods, by analyzing an ensemble of simulated images generated using a simulated biopolymer with known stiffness and subjected to various types of image noise. We then use these methods to determine the persistence lengths of taxol-stabilized microtubules. We find that single microtubules are well described by the wormlike chain polymer model, and that ensembles of chemically identical microtubules show significant heterogeneity in bending stiffness, which cannot be attributed to sampling or fitting errors. We expect these approaches to be useful in the study of biopolymer mechanics and the effects of associated regulatory molecules.     

Lucky Imaging: Improved Localization Accuracy for Single Molecule Imaging

We apply the astronomical data-analysis technique, Lucky imaging, to improve resolution in single molecule fluorescence microscopy. We show that by selectively discarding data points from individual single-molecule trajectories, imaging resolution can be improved by a factor of 1.6 for individual fluorophores and up to 5.6 for more complex images. The method is illustrated using images of fluorescent dye molecules and quantum dots, and the in vivo imaging of fluorescently labeled linker for activation of T cells.     

Fluorescent metal nanoshell and CK19 detection on single cell image

In this article, we report the synthesis strategy and optical properties of a novel type of fluorescence metal nanoshell when it was used as imaging agent for fluorescence cell imaging. The metal nanoshells were made with 40 nm silica cores and 10 nm silver shells. Unlike typical fluorescence metal nanoshells which contain the organic dyes in the cores, novel metal nanoshells were composed of Cy5-labelled monoclonal anti-CK19 antibodies (mAbs) on the external surfaces of shells. Optical measurements to the single nanoparticles showed that in comparison with the metal free labelled mAbs, the mAb-Ag complexes displayed significantly enhanced emission intensity and dramatically shortened lifetime due to near-field interactions of fluorophores with metal. These metal nanoshells were found to be able to immunoreact with target cytokeratin 19 (CK19) molecules on the surfaces of LNCAP and HeLa cells. Fluorescence cell images were recorded on a time-resolved confocal microscope. The emissions from the metal nanoprobes could be clearly isolated from the cellular autofluorescence backgrounds on the cell images as either individuals or small clusters due to their stronger emission intensities and shorter lifetimes. These emission signals could also be precisely counted on single cell images. The count number may provide an approach for quantifying the target molecules in the cells.     

Bayesian inference for improved single molecule fluorescence tracking

Single molecule tracking is widely used to monitor the change in position of lipids and proteins in living cells. In many experiments in which molecules are tagged with a single or small number of fluorophores, the signal/noise ratio may be limiting, the number of molecules is not known, and fluorophore blinking and photobleaching can occur. All these factors make accurate tracking over long trajectories difficult and hence there is still a pressing need to develop better algorithms to extract the maximum information from a sequence of fluorescence images. We describe here a Bayesian-based inference approach, based on a trans-dimensional sequential Monte Carlo method that utilizes both the spatial and temporal information present in the image sequences. We show, using model data, where the real trajectory of the molecule is known, that our method allows accurate tracking of molecules over long trajectories even with low signal/noise ratio and in the presence of fluorescence blinking and photobleaching. The method is then applied to real experimental data.     

Imaging and tracking of single hyaluronan molecules diffusing in solution

Hyaluronan is an important soluble component of the extracellular matrix of many tissues with well known space-filling, lubricating and signaling functions. As such, hyaluronan can regulate cell adhesion, migration, differentiation and proliferation. Ultrastructural studies showed the existence of fibers and networks of hyaluronan molecules at surfaces, while bulk studies of hyaluronan in solution indicated that the polymer forms random coils. Here, we show that single hyaluronan molecules can be visualized and tracked in three-dimensional samples at room temperature in aqueous buffer. Using a wide-field fluorescence microscope equipped with laser excitation and an sensitive and fast EMCCD camera for fluorescence detection, single FITC-labeled hyaluronan molecules from rooster comb were detected in aqueous solutions. Freely moving hyaluronan-FITC could be tracked over up to 20 images acquired at a frame rate of 98 Hz. Analysis of the trajectories revealed Brownian motion of hyaluronan in tris-buffered saline with an average diffusion coefficient D = 3.0 ± 0.2 μm²/s. These observations confirm the concept that hyaluronan molecules form random coils in solution. The possibility of following the tracks of single hyaluronan molecules in solution facilitates the analysis of processes that lead to the formation of more organized forms of hyaluronan and its interactions with cells with very high spatial and temporal accuracy. Electronic supplementary material  The online version of this article (doi:) contains supplementary material, which is available to authorized users.     

Single long DNA molecule analysis using fluorescence microscopy.

Single long DNA molecule (T4 DNA) in agarose gel was visualized with a fluorescence microscope. We confirmed alternating current electric fields is effective for stretching of single DNA molecule in agarose gel. This stretching phenomenon was observed with wide range of agarose gel concentration from 0.5%(W/V) to 1.5%. From this observation, the presence of agarose gel fiber is essential for this stretching phenomenon. The stretching process of several DNA molecules in gel shows discontinuity, which is never observed in polymer systems. It would be based on topological restriction from gel fibers.     

Visualizing single molecules inside living cells using total internal reflection fluorescence microscopy

Over the past 10 years, advances in laser and detector technologies have enabled single fluorophores to be visualized in aqueous solution. Here, we describe methods based on total internal reflection fluorescence microscopy (TIRFM) that we have developed to study the behavior of individual protein molecules within living mammalian cells. We have used cultured myoblasts that were transiently transfected with DNA plasmids encoding a target protein fused to green fluorescent protein (GFP). Expression levels were quantified from confocal images of control dilutions of GFP and cells with 1-100 nM GFP were then examined using TIRFM. An evanescent field was produced by a totally internally reflected, argon ion laser beam that illuminated a shallow region (50-100 nm deep) at the glass-water interface. Individual GFP-tagged proteins that entered the evanescent field appeared as individual, diffraction-limited spots of light, which were clearly resolved from background fluorescence. Molecules that bound to the basal cell membrane remained fixed in position for many seconds, whereas those diffusing freely in the cytoplasm disappeared within a few milliseconds. We developed automated detection and tracking methods to recognize and characterize the behavior of single molecules in recorded video sequences. This enabled us to measure the kinetics of photobleaching and lateral diffusion of membrane-bound molecules.     

Imaging and tracking of single GFP molecules in solution

Visualization and tracking of single fluorescent molecules is a recent development in optical microscopy holding great promise for the study of cell biological processes. However, all experimental strategies realized so far confined the observation to extremely thin interfacial layers. The detection and characterization of single molecules in three-dimensionally extended systems such as living cells has yet to be accomplished. We show, here, for the first time that single protein molecules can be visualized and tracked in three-dimensional (3D) samples at room temperature. Using a wide-field fluorescence microscope equipped with an Ar(+)-laser and a low-light-level CCD camera, single molecules of the green fluorescent protein (GFP) were detected in gels and viscous solutions at depths of up to approximately 10 microm from the interface. A time resolution of 5 ms was achieved by a high-speed framing mode. The two-dimensional localization accuracy was determined to be approximately 30 nm. The number of photons emitted by single GFP molecules before photodestruction was found to be < or = 4 * 10(5). Freely diffusing GFP molecules could be tracked over up to nine images acquired at a frame rate of approximately 80 Hz. From the trajectories, the diffusion coefficients of single GFP molecules were derived and found to agree well with expectation and microphotolysis measurements. Our results imply that the visualization and tracking of single molecules in living cells is possible.     

Detecting and quantifying colocalization of cell surface molecules by single particle fluorescence imaging

Single particle fluorescence imaging (SPFI) uses the high sensitivity of fluorescence to visualize individual molecules that have been selectively labeled with small fluorescent particles. The positions of particles are determined by fitting the intensity profile of their images to a 2-D Gaussian function. We have exploited the positional information obtained from SPFI to develop a method for detecting colocalization of cell surface molecules. This involves labeling two different molecules with different colored fluorophores and determining their positions separately by dual wavelength imaging. The images are analyzed to quantify the overlap of the particle images and hence determine the extent of colocalization of the labeled molecules. Simulated images and experiments with a model system are used to investigate the extent to which colocalization occurs from chance proximity of randomly distributed molecules. A method of correcting for positional shifts that result from chromatic aberration is presented. The technique provides quantification of the extent of colocalization and can detect whether colocalized molecules occur singly or in clusters. We have obtained preliminary data for colocalization of molecules on intact cells. Cells often exhibit particulate autofluorescence that can interfere with the measurements; a method for overcoming this problem by triple wavelength imaging is described.     

Impedimetric immunosensors based on the conjugated polymer PPV

In the work reported here, we investigated the interaction between the semiconducting polymer MDMO-PPV and antibodies against the fluorescent dyes fluorescein isothiocyanate (FITC) and Cy5. The antibodies are adsorbed physically onto thin polymer films on gold electrodes, as seen in AFM images of these films. By tuning the antibody concentration, the contact angle of distilled water with the film can be made to vary between 95 degrees and 50 degrees, showing that different surface densities of antibody can be obtained. That these biosensor films specifically bind their antigenic fluorescent molecules from PBS buffer solution is demonstrated by confocal fluorescence microscopy. Specific antigen-antibody recognition is demonstrated by lack of cross-sensitivity between the two antibodies and their antigens. In a biosensor prototype based on differential impedance spectroscopy, these polymer films show a clear response to 1 ppb antigen solution, with a time constant of 2-3 min.     

Visualizing the assembly and disassembly mechanisms of the MuB transposition targeting complex

MuB, a protein essential for replicative DNA transposition by the bacteriophage Mu, is an ATPase that assembles into a polymeric complex on DNA. We used total internal reflection fluorescence microscopy to observe the behavior of MuB polymers on single molecules of DNA. We demonstrate that polymer assembly is initiated by a stochastic nucleation event. After nucleation, polymer assembly occurs by a mechanism involving the sequential binding of small units of MuB. MuB that bound to A/T-rich regions of the DNA assembled into large polymeric complexes. In contrast, MuB that bound outside of the A/T-rich regions failed to assemble into large oligomeric complexes. Our data also show that MuB does not catalyze multiple rounds of ATP hydrolysis while remaining bound to DNA. Rather, a single ATP is hydrolyzed, then MuB dissociates from the DNA. Finally, we show that "capping" of the enhanced green fluorescent protein-MuB polymer ends with unlabeled MuB dramatically slows, but does not halt, dissociation. This suggests that MuB dissociation occurs through both an end-dependent mechanism and a slower mechanism wherein subunits dissociate from the polymer interior.     

Two-Color Metal-Enhanced Fluorescence Using Gold Slotted Nanogratings

Plasmonics - We demonstrate enhanced fluorescence from multiple types of fluorescent molecules on a single metal enhancing fluorescence (MEF) substrate. Two fluorescent molecules were...     

Ultra-high resolution imaging by fluorescence photoactivation localization microscopy

Biological structures span many orders of magnitude in size, but far-field visible light microscopy suffers from limited resolution. A new method for fluorescence imaging has been developed that can obtain spatial distributions of large numbers of fluorescent molecules on length scales shorter than the classical diffraction limit. Fluorescence photoactivation localization microscopy (FPALM) analyzes thousands of single fluorophores per acquisition, localizing small numbers of them at a time, at low excitation intensity. To control the number of visible fluorophores in the field of view and ensure that optically active molecules are separated by much more than the width of the point spread function, photoactivatable fluorescent molecules are used, in this case the photoactivatable green fluorescent protein (PA-GFP). For these photoactivatable molecules, the activation rate is controlled by the activation illumination intensity; nonfluorescent inactive molecules are activated by a high-frequency (405-nm) laser and are then fluorescent when excited at a lower frequency. The fluorescence is imaged by a CCD camera, and then the molecules are either reversibly inactivated or irreversibly photobleached to remove them from the field of view. The rate of photobleaching is controlled by the intensity of the laser used to excite the fluorescence, in this case an Ar+ ion laser. Because only a small number of molecules are visible at a given time, their positions can be determined precisely; with only approximately 100 detected photons per molecule, the localization precision can be as much as 10-fold better than the resolution, depending on background levels. Heterogeneities on length scales of the order of tens of nanometers are observed by FPALM of PA-GFP on glass. FPALM images are compared with images of the same molecules by widefield fluorescence. FPALM images of PA-GFP on a terraced sapphire crystal surface were compared with atomic force microscopy and show that the full width at half-maximum of features approximately 86 +/- 4 nm is significantly better than the expected diffraction-limited optical resolution. The number of fluorescent molecules and their brightness distribution have also been determined using FPALM. This new method suggests a means to address a significant number of biological questions that had previously been limited by microscope resolution.     

Interaction of Oxazole Yellow Dyes with DNA Studied with Hybrid Optical Tweezers and Fluorescence Microscopy

We have integrated single molecule fluorescence microscopy imaging into an optical tweezers set-up and studied the force extension behavior of individual DNA molecules in the presence of various YOYO-1 and YO-PRO-1 concentrations. The fluorescence modality was used to record fluorescent images during the stretching and relaxation cycle. Force extension curves recorded in the presence of either dye did not show the overstretching transition that is characteristic for bare DNA. Using the modified wormlike chain model to curve-fit the force extension data revealed a contour length increase of 6% and 30%, respectively, in the presence of YO-PRO-1 and YOYO-1 at 100 nM. The fluorescence images recorded simultaneously showed that the number of bound dye molecules increased as the DNA molecule was stretched and decreased again as the force on the complex was lowered. The binding constants and binding site sizes for YO-PRO-1 and YOYO-1 were determined as a function of the force. The rate of YO-PRO-1 binding and unbinding was found to be 2 orders of magnitude larger than that for YOYO-1. A kinetic model is proposed to explain this observation.     

Dynamics of single dye molecules observed by confocal imaging and spectroscopy.

The fluorescence emission of single rhodamine dye molecules (rhodamine 6G and rhodamine 630) at room temperature was analyzed by using scanning confocal laser microscopy in conjunction with polarization analysis, fluorescence spectroscopy, time-resolved detection (minutes to microseconds), and excitation saturation. Results are presented and discussed 1) for samples with dye molecules at the glass-air interface and 2) covered with an additional thin protective polymer film (polyvinylbutyral). Under the polymer layer, the single-molecule fluorescence was more stable than the glass-air interface. This result may be explained by fewer spontaneous variations of the fluorescence rate, polarization changes, spectral shifts, and longer photochemical lifetimes.     

Single-molecule chiroptical spectroscopy: Fluorescence excitation of individual helicene molecules in polymer-supported thin-films

We present results of fluorescence excitation circular dichroism studies of the chiroptical response of single (bridged triarylamine) helicene molecules immobilized at a polymer interface. We extract directly dissymmetry parameters, and corresponding probability distributions, associated with the single-molecule fluorescence excitation associated with modulation of a circular polarized excitation field for three different excitation wavelengths (405, 440, 457 nm) showing circular dichroism in bulk films. The observed single molecule chiroptical response is anomalously large in comparison with the results of time-dependent density functional calculations, and the observed defocused emission patterns seem to indicate a higher multipole nature to the transition probed. Our results provide new insights into chiroptical properties of chiral fluorophores that are hidden under the extensive averaging associated with conventional chiroptical probes.     

Building Fluorescent Sensors by Template Polymerization: The Preparation of a Fluorescent Sensor for -Tryptophan

The development of fluorescent sensors for organic molecules is of great practical importance in chemical, biological, and pharmaceutical sciences. Using -tryptophan as an example, we have studied a new way of making polymeric fluorescent sensors using template polymerization or molecular imprinting techniques. The fluorescent polymers were prepared using functional monomers with a fluorescent probe attached to it. The fluorescence of this polymer could be quenched by 4-nitrobenzaldehyde. Addition of the template molecules, -tryptophan, increased the fluorescence intensity of the imprinted polymer/quencher mixture in a concentration-dependent fashion, presumably through the displacement of the quencher from the binding sites by -tryptophan. This fluorescence intensity change upon mixing with -tryptophan allows the binding event to be detected easily. The sensor also exhibited enantioselectivity for the template molecules. For example, the effect of -tryptophan on the fluorescence intensity of the polymer is about 70% that of its -enantiomer. Furthermore, the effect of -phenylalanine and -alanine on the fluorescence intensity change is much smaller than that of -tryptophan. Because the approach used does not require the de novo design of the complementary binding site and does not rely on any specific structural features of the template molecule or prior knowledge of its three-dimensional structure, the same principle could potentially be useful for the future construction of practical fluorescent sensors for many other compounds.     

A starter kit for point-localization super-resolution imaging

Super-resolution fluorescence imaging can be achieved through the localization of single molecules. By using suitable dyes, optical configurations, and software, it is possible to study a wide variety of biological systems. Here, we summarize the different approaches to labeling proteins. We review proven imaging modalities, and the features of freely available software. Finally, we give an overview of some biological applications. We conclude by synthesizing these different technical aspects into recommendations for standards that the field might apply to ensure quality of images and comparability of algorithms and dyes.     

Near-field optical imaging of abasic sites on a single DNA molecule

Scanning near-field optical microscopy (SNOM) imaging was performed to allow for the direct visualization of damaged sites on individual DNA molecules to a scale of a few tens of nanometers. Fluorescence in situ hybridization on extended DNA molecules was modified to detect a single abasic site. Abasic sites were specifically labelled with a biotinlylated aldehyde-reactive probe and fluorochrome-conjugated streptavidin. By optimizing the performance of the SNOM technique, we could obtain high contrast near-field optical images that enabled high-resolution near-field fluorescence imaging using optical fiber probes with small aperture sizes. High-resolution near-field fluorescence imaging demonstrated that two abasic sites within a distance of 120 nm are clearly obtainable, something which is not possible using conventional fluorescence in situ hybridization combined with far-field fluorescence microscopy.