Image restoration for confocal microscopy: improving the limits of deconvolution, with application to the visualization of the mammalian hearing organ

Deconvolution algorithms have proven very effective in conventional (wide-field) fluorescence microscopy. Their application to confocal microscopy is hampered, in biological experiments, by the presence of important levels of noise in the images and by the lack of a precise knowledge of the point spread function (PSF) of the system. We investigate the application of wavelet-based processing tools to deal with these problems, in particular wavelet denoising methods, which turn out to be very effective in application to three-dimensional confocal images. When used in combination with more classical deconvolution algorithms, these methods provide a robust and efficient restoration scheme allowing one to deal with difficult imaging conditions. To make our approach applicable in practical situations, we measured the PSF of a Biorad-MRC1024 confocal microscope under a large set of imaging conditions, including in situ acquisitions. As a specific biological application, we present several examples of restorations of three-dimensional confocal images acquired inside an intact preparation of the hearing organ. We also provide a quantitative assessment of the gain in quality achieved by wavelet-aided restorations over classical deconvolution schemes, based on a set of numerical experiments that we performed with test images.     

Image-adaptive deconvolution for three-dimensional deep biological imaging

Deconvolution algorithms are widely used in conventional fluorescence microscopy, but they remain difficult to apply to deep imaging systems such as confocal and two-photon microscopy, due to the practical difficulty of measuring the system's point spread function (PSF), especially in biological experiments. Since a separate PSF measurement performed under the design optical conditions of the microscope cannot reproduce the true experimental conditions prevailing in situ, the most natural approach to solve the problem is to extract the PSF from the images themselves. We investigate here the approach of cropping an approximate PSF directly from the images, by exploiting the presence of small structures within the samples under study. This approach turns out to be practical in many cases, allowing significantly better restorations than with a design PSF obtained by imaging fluorescent beads in gel. We demonstrate the advantages of this approach with a number of deconvolution experiments performed both on artificially blurred and noisy test images, and on real confocal images taken within an in vitro preparation of the mouse hearing organ.     

PSF不同功能片段融合蛋白的构建及其在细胞内的分布

目的将人类PSF基因的不同功能片段定向连入pEGFP—C2质粒,使PSF蛋白的各功能片段与绿色荧光蛋白在HeLa细胞内融合表达,观察其在HeLa细胞中的表达及定位。方法以重组质粒pEGFP—C2-PSF为模板,PCR法扩增出目的基因,将扩增片段双酶切后连接到质粒pEGFP—C2上,构建重组质粒pEGFP—C2-PSF（I—V）。将构建成功的pEGFP—C2-PSF（I—V）质粒脂质体法转染HeLa细胞,Western印迹检测融合蛋白的表达,并在荧光显微镜下观察融合蛋白的定位与分布。结果成功构建质粒pEGFP—C2-PSF（I～V）,并在HeLa细胞中实现表达;Western印迹检测到融合蛋白GFP—PSF（I～V）;在激光共聚焦显微镜下观察到绿色的融合蛋白表达和定位。结论人类PSF基因的不同功能片段的重组质粒pEG—FP—C2-PSF（I～V）构建成功,可用于标记PSF蛋白的不同功能片段,为进一步研究PSF在信号转导中的作用机制以及其生物学功能奠定基础。     

Cytosolic and intranuclear calcium signals in rat basophilic leukemia cells as revealed by a confocal fluorescence microscope.

A confocal fluorescence microscope with an argon-ion laser (488 nm) and a He-Cd laser (325 nm) was used to study spatial heterogeneity of the calcium signals in rat basophilic leukemia 2H3 cloned cell line (RBL-2H3). After stimulation with antigen (2,4-dinitrophenol-conjugated bovine serum albumin), fluo-3-fluorescence intensities increased in individual RBL-2H3 cells with different lag times. Time-dependent profiles of the fluo-3-fluorescence intensities resembled closely the patterns of the sequential fluorescence-ratio images of fura-2, which were used to measure the intracellular free-calcium concentration ([Ca2+]i) in individual RBL-2H3 cells using a conventional fluorescence microscope. The present results obtained using the confocal fluorescence microscope showed spatial heterogeneities of fluo-3-fluorescence intensities, suggesting the existence of spatial heterogeneity of [Ca2+]i in RBL-2H3 cells. That is, the results showed that calcium signals first occurred transiently at pseudopodia in RBL-2H3 cells, then the signals transferred to the central parts of the cells. In addition, from the fluorescence images of co-loaded Hoechst 33342 (bisbenzimide H 33342, a DNA-specific probe) which were produced by excitation with a He-Cd laser, it was found that the fluorescence images of the nucleus were quite similar to those of the calcium signals mentioned above. This suggested that the receptor-mediated calcium signals were transferred not only to the cytoplasm but also to the nucleus.     

Fiber finding algorithm using stepwise tracing to identify biopolymer fibers in noisy 3D images

We present a novel fiber finding algorithm (FFA) that will permit researchers to detect and return traces of individual biopolymers. Determining the biophysical properties and structural cues of biopolymers can permit researchers to assess the progression and severity of disease. Confocal microscopy images are a useful method for observing biopolymer structures in three dimensions, but their utility for identifying individual biopolymers is impaired by noise inherent in the acquisition process, including convolution from the point spread function (PSF). The new, iterative FFA we present here 1) measures a microscope’s PSF and uses it as a metric for identifying fibers against the background; 2) traces each fiber within a cone angle; and 3) blots out the identified trace before identifying another fiber. Blotting out the identified traces in each iteration allows the FFA to detect and return traces of single fibers accurately and efficiently—even within fiber bundles. We used the FFA to trace unlabeled collagen type I fibers—a biopolymer used to mimic the extracellular matrix in in vitro cancer assays—imaged by confocal reflectance microscopy in three dimensions, enabling quantification of fiber contour length, persistence length, and three-dimensional (3D) mesh size. Based on 3D confocal reflectance microscopy images and the PSF, we traced and measured the fibers to confirm that colder gelation temperatures increased fiber contour length, persistence length, and 3D mesh size—thereby demonstrating the FFA’s use in quantifying biopolymers’ structural and physical cues from noisy microscope images.     

In situ detection of rhodococci associated with activated sludge foams

Genus-specific 16S rRNA targeted oligonucleotide probes, Rco1 and Rco2, were designed and used to detect rhodococci in activated sludge foam samples by confocal laser scanning microscopy. Pure cultures were used to find the optimal hybridisation conditions which were determined by comparing the mean fluorescent intensities of target and non-target cells from images captured using a confocal laser scanning microscope (CLSM). The combination of fluorescent in situ hybridisation with rRNA-targeted oligonucleotide probes and confocal laser scanning microscopy provides an effective way of detecting rhodococci in environmental samples.     

Receptor-mediated calcium signal playing a nuclear third messenger in the activation of antigen-specific B cells.

We have studied receptor-mediated calcium signals in antigen-specific B cells (trinitrophenol-specific B cell clone, TP67.21) using a confocal fluorescence microscope with an argon ion laser (488 nm) and a He-Cd laser (325 nm). Confocal fluorescence images of fluo-3 loaded B cells, excited by an argon ion laser, became much brighter and more nonhomogeneous than those before antigen stimulation. Time-dependent fluorescence changes in intensities were abrupt and quite similar to the patterns of the intracellular calcium ion concentration [Ca2+]i observed by a conventional fluorescence microscope using fura-2. From the morphological patterns of the calcium images, the parts of the bright fluorescence seemed to belong to the nucleus in B cells. To confirm the above events we measured the confocal fluorescence images of the nucleus. From the fluorescence images of co-loaded Hoechst 33342 (a DNA-specific fluorescent probe), which excited by a He-Cd laser, the brighter parts of the fluo-3 fluorescence intensities were identified to the nucleus in B cells. This suggested the possibility that the increased intranuclear calcium ions may play a nuclear third messenger in B cells.     

Nonresonant confocal Raman imaging of DNA and protein distribution in apoptotic cells

Nonresonant confocal Raman imaging has been used to map the DNA and the protein distributions in individual single human cells. The images are obtained on an improved homebuilt confocal Raman microscope. After statistical analysis, using singular value decomposition, the Raman images are reconstructed from the spectra covering the fingerprint region. The data are obtained at a step interval of approximately 250 nm and cover a field from 8- to 15- micro m square in size. Dwell times at each pixel are between 0.5 and 2 s, depending on the nature and the state of the cell under investigation. High quality nonresonant Raman images can only be obtained under these conditions using continuous wave high laser powers between 60 and 120 mW. We will present evidence that these laser powers can still safely be used to recover the chemical distributions in fixed cells. The developed Raman imaging method is used to image directly, i.e., without prior labeling, the nucleotide condensation and the protein distribution in the so-called nuclear fragments of apoptotic HeLa cells. In the control (nonapoptotic) HeLa cells, we show, for the first time by Raman microspectroscopy, the presence of the RNA in a cell nucleus.     

Three-dimensional structure of living chloroplasts as visualized by confocal scanning laser microscopy

Summary The newly developed confocal scanning laser microscope, together with image processing by computer, has been used to obtain three-dimensional information on the organization of grana in chloroplasts in living plant tissue. Chloroplasts are ideally suited for such studies because their pigments show bright autofluorescence. The high-resolution stereo images bridge a gap between classic light microscopy and electron microscopy. Our preliminary observations on several plant species resemble most the early observations of Strugger (1951: Die Strukturordnung im Chloroplasten. Ber Deutsch Bot Ges 64: 69–83) and suggest that the 3-D technique might well be suitable to solve discrepancies in the interpretation of classical light microscopic and electron microscopic observations.Abbreviations 3-D three dimensional - CSLM confocal scanning laser microscopy - DCMU 3-(3,4-dichlorophenyl)-1,1-dimethyl urea - DNA deoxyribonucleic acid     

Calibration of Wide-Field Deconvolution Microscopy for Quantitative Fluorescence Imaging

Deconvolution enhances contrast in fluorescence microscopy images, especially in low-contrast, high-background wide-field microscope images, improving characterization of features within the sample. Deconvolution can also be combined with other imaging modalities, such as confocal microscopy, and most software programs seek to improve resolution as well as contrast. Quantitative image analyses require instrument calibration and with deconvolution, necessitate that this process itself preserves the relative quantitative relationships between fluorescence intensities. To ensure that the quantitative nature of the data remains unaltered, deconvolution algorithms need to be tested thoroughly. This study investigated whether the deconvolution algorithms in AutoQuant X3 preserve relative quantitative intensity data. InSpeck Green calibration microspheres were prepared for imaging, z-stacks were collected using a wide-field microscope, and the images were deconvolved using the iterative deconvolution algorithms with default settings. Afterwards, the mean intensities and volumes of microspheres in the original and the deconvolved images were measured. Deconvolved data sets showed higher average microsphere intensities and smaller volumes than the original wide-field data sets. In original and deconvolved data sets, intensity means showed linear relationships with the relative microsphere intensities given by the manufacturer. Importantly, upon normalization, the trend lines were found to have similar slopes. In original and deconvolved images, the volumes of the microspheres were quite uniform for all relative microsphere intensities. We were able to show that AutoQuant X3 deconvolution software data are quantitative. In general, the protocol presented can be used to calibrate any fluorescence microscope or image processing and analysis procedure.     

Computer-Assisted Laser Scanning and Video Microscopy for Analysis of Cryptosporidium parvum Oocysts in Soil, Sediment, and Feces

A computer-assisted laser scanning microscope equipped for confocal laser scanning and color video microscopy was used to examine Cryptosporidium parvum oocysts in two agricultural soils, a barnyard sediment, and calf fecal samples. An agar smear technique was developed for enumerating oocysts in soil and barnyard sediment samples. Enhanced counting efficiency and sensitivity (detection limit, 5.2 x 10(sup2) oocysts(middot)g [dry weight](sup-1)) were achieved by using a semiautomatic counting procedure and confocal laser scanning microscopy to enumerate immunostained oocysts and fragments of oocysts in the barnyard sediment. An agarose-acridine orange mounting procedure was developed for high-resolution confocal optical sectioning of oocysts in soil. Stereo images of serial optical sections revealed the three-dimensional spatial relationships between immunostained oocysts and the acridine orange-stained soil matrix material. In these hydrated, pyrophosphate-dispersed soil preparations, oocysts were not found to be attached to soil particles. A fluorogenic dye permeability assay for oocyst viability (A. T. Campbell, L. J. Robertson, and H. V. Smith, Appl. Environ. Microbiol. 58:3488-3493, 1992) was modified by adding an immunostaining step after application of the fluorogenic dyes propidium iodide and 4(prm1),6-diamidino-2-phenylindole. Comparison of conventional color epifluorescence and differential interference contrast images on one video monitor with comparable black-and-white laser-scanned confocal images on a second monitor allowed for efficient location and interpretation of fluorescently stained oocysts in the soil matrix. This multi-imaging procedure facilitated the interpretation of the viability assay results by overcoming the uncertainties caused by matrix interference and background fluorescence.     

Confocal microscopy via reciprocal optical fibre image detection

We describe a compact form of confocal scanning microscope using a semiconductor laser. Confocal operation is ensured by the use of a single mode optical fibre for both launching the light into the microscope and collecting the signal from the object. The collected light is allowed to re-enter the laser and the image is detected as a modulation on the signal from the laser power monitor diode. Images are compared with those obtained from traditional point detectors. The alignment tolerances of the reciprocal scheme are found to be greatly reduced over conventional confocal systems.     

Raster image correlation spectroscopy in live cells

Raster image correlation spectroscopy (RICS) is a noninvasive technique to detect and quantify events in a live cell, including concentration of molecules and diffusion coefficients of molecules; in addition, by measuring changes in diffusion coefficients, RICS can indirectly detect binding. Any specimen containing fluorophores that can be imaged with a laser scanning microscope can be analyzed using RICS. There are other techniques to measure diffusion coefficients and binding; however, RICS fills a unique niche. It provides spatial information and can be performed in live cells using a conventional confocal microscope. It can measure a range of diffusion coefficients that is not accessible with any other single optical correlation-based technique. In this article we describe a protocol to obtain raster scanned images with an Olympus FluoView FV1000 confocal laser scanning microscope using Olympus FluoView software to acquire data and SimFCS software to perform RICS analysis. Each RICS measurement takes several minutes. The entire procedure can be completed in ～2 h. This procedure includes focal volume calibration using a solution of fluorophores with a known diffusion coefficient and measurement of the diffusion coefficients of cytosolic enhanced green fluorescent protein (EGFP) and EGFP-paxillin.     

Modular Scanning Confocal Microscope with Digital Image Processing

In conventional confocal microscopy, a physical pinhole is placed at the image plane prior to the detector to limit the observation volume. In this work, we present a modular design of a scanning confocal microscope which uses a CCD camera to replace the physical pinhole for materials science applications. Experimental scans were performed on a microscope resolution target, a semiconductor chip carrier, and a piece of etched silicon wafer. The data collected by the CCD were processed to yield images of the specimen. By selecting effective pixels in the recorded CCD images, a virtual pinhole is created. By analyzing the image moments of the imaging data, a lateral resolution enhancement is achieved by using a 20 × / NA = 0.4 microscope objective at 532 nm laser wavelength.     

Confocal multilaser focusing and single-laser characterization of ultraviolet excitable stains of cellular preparations

BACKGROUND: The aims of this study were (1) to realign cellular preparations when spots and structures are excited by different lasers of a confocal laser scanning microscope (multilaser studies); (2) to avoid the use of realigment methods by selecting fluorochromes that can be excited by only one laser (single-laser experiments). METHODS: In multilaser studies, we used propidium iodide fluorescent beads, as well as tetramethyl rhodamine isothiocyanate (TRITC), fluorescein isothiocyanate (FITC), and 4'-6 diamidino-2-phenylindole (DAPI)-stained human cancer lines. They were excited using HeNe, argon, and ultraviolet (UV) argon laser lines of a confocal laser scanning microscope. Single-laser experiments using UV excitation only were performed using europium as a model for magnetic resonance paramagnetic contrast agents. Nuclei of human cancer lines and tissue were counterstained by DAPI and cytoplasms were labeled with ELF-97 substrates. Factor analysis of medical images (FAMIS) and correlation methods were used to realign shifted images, focus images, and characterize each fluorochrome when necessary. RESULTS: In multilaser studies, superimposition of factor images corrected Z shifts and correlation methods provided X, Y correction values. In single-laser experiments, each fluorochrome was clearly distinguished in the group of fluorochromes. Estimated images in both studies showed colocalizations of structures. CONCLUSIONS: It is possible to characterize differences in the focus and alignment of fluorescent probes and to correct them. It is also possible to study colocalization of UV excitable fluorochromes (DAPI, ELF-97, europium) in cellular and tissular preparations via multilaser or single-laser experiments.     

Imaging of estrogen receptor-α in rat pial arterioles using a digital immunofluorescent microscope

Many of estrogen's effects on vascular reactivity are mediated through interaction with estrogen receptors (1, 2, 3). Although two sub-types exist (estrogen receptor -α and β),estrogen receptor-α has been identified in both the smooth muscle and in endothelial cells of pial arterial segments using fluorescent staining combined with confocal laser scanning microscopy (4). Furthermore, ER-α is located in the nuclei and in the cytoplasm of rat basilar arteries (5). The receptors are abundant and fluoresce brightly, but clear visualization of discrete groups of receptors is difficult likely due to the numbers located in many cell layers of pial vessel segments. Additionally, many reports using immunohistochemical techniques paired with confocal microscopy poorly detail the requirements critical for reproduction of experiments (6). Our purpose for this article is to describe a simple technique to optimize the staining and visualization of ER-α using cross-sectional slices of pial arterioles obtain from female rat brains. We first perfuse rats with Evans blue dye to easily identify surface pial arteries which we isolate under a dissecting microscope. Use of a cryostat to slice 8 μm cross sections of the arteries allows us to obtain thin vessel sections so that different vessel planes are more clearly visualized. Cutting across the vessel rather than use of a small vessel segment has the advantage of easier viewing of the endothelial and smooth muscle layers. In addition, use of a digital immunofluorescent microscope with extended depth software produces clear images of ten to twelve different vessel planes and is less costly than use of a confocal laser scanning microscope.     

Confocal microscopy: a tool to visualise differentiation of stem cells into cardiomyocytes

Confocal microscopy offers important advantages compared to conventional epifluorescence microscopy. It works as an "optical microtome" leading to a accurate image resolution of a defined focal plane. Furthermore, the addition of a Nipkow disk on the confocal microscope greatly accelerates the image acquisition, up to 30 frames per second. Nevertheless, the software-assisted mathematical restoration of images acquired using a wide-field microscope allows to get images with a resolution similar to the one obtained in confocal microscopy. These imaging technologies allowed us to monitor on line cardiac differentiation of murine embryonic stem (ES) cells within 3D structures called embryoid bodies. The high rate acquisition of images using the confocal microscope equipped with a Nipkow disk allows to monitor calcium spiking in differentiating cardiomyocytes within embryoid bodies.     

What's new: To boldly glow…. Applications of laser scanning confocal microscopy in developmental biology

The laser scanning confocal microscope (LSCM)

1 LSCM: laser scanning confocal microscope; FISH: fluorescence in situ hybridisation; DiO₆: 3,3′-dihexyloxacarbocyanine iodide; NBD-ceramide: 6-((N-(7-nitrobenz-2-oxa-1,3-diazol-4-yl)amino)-caproyl)sphingosine; DiO: 3,3′-dioctadecyloxacarbocyanine perchlorate; DiI: 1,1′-dioctadecyl-3,3,3′,3′-tetramethyl-indocarbocyanine perchlorate; CCD: charge-coupled device; DIC: differential interference contrast; FURA2: (-(2-(5-carboxyoxazol-2-yl)-6-aminobenzofuran-5-oxy)-2-)2′-amino-5′-methylphenoxy)-ethane-N,N,N′,N′-tetraacetic acid, sodium salt);BCECF: 2′,7′-bis-(carboxyethyl)-5-(and-6-)-carboxyfluorescein;fluo-3: 1-(2-amino-5-(2,7-dichloro-6-hydroxy-3-oxo-3H-xanthen-9-yl)-2-(2′amino-5′-methylphenoxy)-ethane-N,N,N′,N′,-tetraacetic acid, ammonium salt; DAPI: 4′,6-diamidino-2-phenylindole, dihydrochloride; PET: positron emission tomogrophy; CT: computer-assisted tomogrophy; CiD: cubitus interruptus dominus; MRC: Medical Research Council; TOTO-1: benzothiazolium-4-quinolinium dimer; YOYO-1: benzoxazolium-4-quinolinium dimer; ex.: excitation wavelength; em.: emission wavelength.

is now established as an invaluable tool in developmental biology for improved light microscope imaging of fluorescently labelled eggs, embryos and developing tissues. The universal application of the LSCM in biomedical research has stimulated improvements to the microscopes themselves and the synthesis of novel probes for imaging biological structures and physiological processes. Moreover the ability of the LSCM to produce an optical series in perfect register has made computer 3-D reconstruction and analysis of light microscope images a practical option.     

High-resolution three-dimensional images from confocal scanning laser microscopy. Quantitative study and mathematical correction of the effects from bleaching and fluorescence attenuation in depth

Three-dimensional images can be assembled by piling up consecutive confocal fluorescent images obtained by confocal scanning laser microscopy. The present work was based on three-dimensional (50-microns-deep) images at high (x, y) resolution obtained with an MRC-500 after en bloc staining of thick slices of rat liver by chromomycin A3 for nuclear DNA. The results of studies on bleaching, fluorescence excitation and emission intensities at various depths of histologic preparations are described. These effects could be evaluated separately by acquiring piled-up ("brick-stepping") and non-piled-up ("side-stepping") (x, y) images at consecutive depths and also (x, z) images. Empirical equations allowed the fitting of experimental plots of bleaching versus time, at different laser intensities and at different depths, and of fluorescence emission intensity versus depth. The main conclusions were that under our experimental conditions: (1) there was no attenuation by depth of the fluorochrome penetration, (2) there was no attenuation of the exciting beam intensity up to at least 50 microns deep, (3) there was an attenuation of the fluorescence emission intensity by depth, (4) bleaching happened equally on all planes above and below any confocal plane being studied, and (5) the fluorescence bleaching half-life was independent of depth. A mathematical correction scheme designed to compensate for bleaching and for attenuation of fluorescence emission in depth is presented. This correction is required for obtaining three-dimensional images of better quality, for optimal three-dimensional image segmentation and for any quantitative analysis based upon voxel-discretized emission intensities (gray levels)--e.g., estimating, by confocal image cytometry, textural chromatin parameters and nuclear DNA amounts.     

A mercury arc lamp-based multi-color confocal real time imaging system for cellular structure and function

Multi-point scanning confocal microscopy using a Nipkow disk enables the acquisition of fluorescent images with high spatial and temporal resolutions. Like other single-point scanning confocal systems that use Galvano meter mirrors, a commercially available Nipkow spinning disk confocal unit, Yokogawa CSU10, requires lasers as the excitation light source. The choice of fluorescent dyes is strongly restricted, however, because only a limited number of laser lines can be introduced into a single confocal system. To overcome this problem, we developed an illumination system in which light from a mercury arc lamp is scrambled to make homogeneous light by passing it through a multi-mode optical fiber. This illumination system provides incoherent light with continuous wavelengths, enabling the observation of a wide range of fluorophores. Using this optical system, we demonstrate both the high-speed imaging (up to 100 Hz) of intracellular Ca(2+) propagation, and the multi-color imaging of Ca(2+) and PKC-gamma dynamics in living cells.