A practical guide to evaluating colocalization in biological microscopy

Fluorescence microscopy is one of the most powerful tools for elucidating the cellular functions of proteins and other molecules. In many cases, the function of a molecule can be inferred from its association with specific intracellular compartments or molecular complexes, which is typically determined by comparing the distribution of a fluorescently labeled version of the molecule with that of a second, complementarily labeled probe. Although arguably the most common application of fluorescence microscopy in biomedical research, studies evaluating the "colocalization" of two probes are seldom quantified, despite a diversity of image analysis tools that have been specifically developed for that purpose. Here we provide a guide to analyzing colocalization in cell biology studies, emphasizing practical application of quantitative tools that are now widely available in commercial and free image analysis software.     

Quantifying molecular colocalization in live cell fluorescence microscopy

One of the most challenging tasks in microscopy is the quantitative identification and characterization of molecular interactions. In living cells this task is typically performed by fluorescent labeling of the interaction partners with spectrally distinct fluorophores and imaging in different color channels. Current methods for determining colocalization of molecules result in outcomes that can vary greatly depending on signal‐to‐noise ratios, threshold and background levels, or differences in intensity between channels. Here, we present a novel and quantitative method for determining the degree of colocalization in live‐cell fluorescence microscopy images for two and more data channels. Moreover, our method enables the construction of images that directly classify areas of high colocalization. (© 2013 WILEY‐VCH Verlag GmbH &Co. KGaA, Weinheim)     

Quantitative fluorescence resonance energy transfer measurements using fluorescence microscopy.

Fluorescence resonance energy transfer (FRET) is a technique used for quantifying the distance between two molecules conjugated to different fluorophores. By combining optical microscopy with FRET it is possible to obtain quantitative temporal and spatial information about the binding and interaction of proteins, lipids, enzymes, DNA, and RNA in vivo. In conjunction with the recent development of a variety of mutant green fluorescent proteins (mtGFPs), FRET microscopy provides the potential to measure the interaction of intracellular molecular species in intact living cells where the donor and acceptor fluorophores are actually part of the molecules themselves. However, steady-state FRET microscopy measurements can suffer from several sources of distortion, which need to be corrected. These include direct excitation of the acceptor at the donor excitation wavelengths and the dependence of FRET on the concentration of acceptor. We present a simple method for the analysis of FRET data obtained with standard filter sets in a fluorescence microscope. This method is corrected for cross talk (any detection of donor fluorescence with the acceptor emission filter and any detection of acceptor fluorescence with the donor emission filter), and for the dependence of FRET on the concentrations of the donor and acceptor. Measurements of the interaction of the proteins Bcl-2 and Beclin (a recently identified Bcl-2 interacting protein located on chromosome 17q21), are shown to document the accuracy of this approach for correction of donor and acceptor concentrations, and cross talk between the different filter units.     

Telomere length measurements using digital fluorescence microscopy.

BACKGROUND: The ends of chromosomes (telomeres) are important to maintain chromosome stability, and the loss of telomere repeat sequences has been implicated in cellular senescence and genomic instability of cancer cells. The traditional method for measuring the length of telomeres (Southern analysis) requires a large number of cells (>10(5)) and does not provide information on the telomere length of individual chromosomes. Here, we describe a digital image microscopy system for measurements of the fluorescence intensity derived from telomere repeat sequences in metaphase cells following quantitative fluorescence in situ hybridization (Q-FISH). METHODS: Samples are prepared for microscopy using Q-FISH with Cy3 labeled peptide nucleic acid probes specific for (T(2)AG(3))(n) sequences and the DNA dye DAPI. Separate images of Cy3 and DAPI fluorescence are acquired and processed with a dedicated computer program (TFL-TELO). With the program, the integrated fluorescence intensity value for each telomere, which is proportional to the number of hybridized probes, is calculated and presented to the user. RESULTS: Indirect tests of our method were performed using simulated as well as defined tests objects. The precision and consistency of human telomere length measurements was then analyzed in a number of experiments. It was found that by averaging the results of less than 30 cells, a good indication of the telomere length (SD of 10-15%) can be obtained. CONCLUSIONS: We demonstrate that accurate and repeatable fluorescence intensity measurements can be made from Q-FISH images that provide information on the length of telomere repeats at individual chromosomes from limited number of cells.     

A quick guide to light microscopy in cell biology

Light microscopy is a key tool in modern cell biology. Light microscopy has several features that make it ideally suited for imaging biology in living cells: the resolution is well-matched to the sizes of subcellular structures, a diverse range of available fluorescent probes makes it possible to mark proteins, organelles, and other structures for imaging, and the relatively nonperturbing nature of light means that living cells can be imaged for long periods of time to follow their dynamics. Here I provide a brief introduction to using light microscopy in cell biology, with particular emphasis on factors to be considered when starting microscopy experiments.     

A workingperson's guide to deconvolution in light microscopy.

Thefluorescence microscope is routinely used to study cellular structure in many biomedical research laboratories and is increasingly used as a quantitative assay system for cellular dynamics. One of the major causes of image degradation in the fluorescence microscope is blurring. Deconvolution algorithms use a model of the microscope imaging process to either subtract or reassign out-of-focus blur. A variety of algorithms are now commercially available, each with its own characteristic advantages and disadvantages. In this article, we review the imaging process in the fluorescence microscope and then discuss how the various deconvolution methods work. Finally, we provide a summary of practical tips for using deconvolution and discuss imaging artifacts and how to minimize them.     

Interpreting photoactivated fluorescence microscopy measurements of steady-state actin dynamics.

A continuum model describing the steady-state actin dynamics of the cytoskeleton of living cells has been developed to aid in the interpretation of photoactivated fluorescence experiments. In a simplified cell geometry, the model assumes uniform concentrations of cytosolic and cytoskeletal actin throughout the cell and no net growth of either pool. The spatiotemporal evolution of the fluorescent actin population is described by a system of two coupled linear partial-differential equations. An analytical solution is found using a Fourier-Laplace transform and important limiting cases relevant to the design of experiments are discussed. The results demonstrate that, despite being a complex function of the parameters, the fluorescence decay in photoactivated fluorescence experiments has a biphasic behavior featuring a short-term decay controlled by monomer diffusion and a long-term decay governed by the monomer exchange rate between the polymerized and unpolymerized actin pools. This biphasic behavior suggests a convenient mechanism for extracting the parameters governing the fluorescence decay from data records. These parameters include the actin monomer diffusion coefficient, filament turnover rate, and ratio of polymerized to unpolymerized actin.     

Coordinate-based colocalization analysis of single-molecule localization microscopy data

Colocalization of differently labeled biomolecules is a valuable tool in fluorescence microscopy and can provide information on biomolecular interactions. With the advent of super-resolution microscopy, colocalization analysis is getting closer to molecular resolution, bridging the gap to other technologies such as fluorescence resonance energy transfer. Among these novel microscopic techniques, single-molecule localization-based super-resolution methods offer the advantage of providing single-molecule coordinates that, rather than intensity information, can be used for colocalization analysis. This requires adapting the existing mathematical algorithms for localization microscopy data. Here, we introduce an algorithm for coordinate-based colocalization analysis which is suited for single-molecule super-resolution data. In addition, we present an experimental configuration for simultaneous dual-color imaging together with a robust approach to correct for optical aberrations with an accuracy of a few nanometers. We demonstrate the potential of our approach for cellular structures and for two proteins binding actin filaments.     

Real-time measurements of actin filament polymerization by total internal reflection fluorescence microscopy

Understanding the mechanism of actin polymerization and its regulation by associated proteins requires an assay to monitor polymerization dynamics and filament topology simultaneously. The only assay meeting these criteria is total internal reflection fluorescence microscopy (Amann and Pollard, 2001; Fujiwara et al., 2002). The fluorescence signal is fourfold stronger with actin labeled on Cys-374 with Oregon green rather than rhodamine. To distinguish growth at barbed and pointed ends we used image drift correction and maximum intensity projections to reveal points where single N-ethylmaleimide inactivated myosins attach filaments to the glass coverslip. We estimated association rates at high actin concentrations and dissociation rates near and below the critical actin concentration. At the barbed end, the association rate constant for Mg-ATP-actin is 7.4 microM(-1) s(-1) and the dissociation rate constant is 0.89 s(-1). At the pointed end the association and dissociation rate constants are 0.56 microM(-1) s(-1) and 0.19 s(-1). When vitamin D binding protein sequesters all free monomers, ADP-actin dissociates from barbed ends at 1.4 s(-1) and from pointed ends at 0.16 s(-1) regardless of buffer nucleotide.     

Intracellular oxygen measurements of mouse liver cells using quantitative fluorescence video microscopy

Our currently developed fluorescence video microscope can measure fluorescence intensities with an error of ±1.5% of full scale in 65 536 different positions of a microscope field. With a video frame freeze acquisition time of 33 ms, time-dependent changes of this order of time or slower can be followed. Using cells which have absorbed pyrene-1-butyrate to an intracellular concentration of 0.05 to 1 mM, the changes in fluorescence intensity with oxygen concentration are easily measured. The spatial resolution for data collection is 0.5 μm when a 54X objective is used. The individual Stern-Volmer quenching constants of each individual pixel were measured for agar slices and mouse liver cells treated with pyrenebutyric acid. The distribution of quenching constants for agar follows a normal curve about a mean value of 16 · 10^?4 torr^?1. The data for mouse liver cells gave a non-normal distribution of quenching constants with a mean value of 18 · 10^?4 torr^?1. The greater spread of the data from cells is interpreted as evidence for a real biological variation in the solubility coefficent of oxygen in different locations within the cell. In all the cells examined, this distribution has been observed to be non-random and appears to be associated with specific cell structures.     

Multiphoton fluorescence microscopy

Multiphoton fluorescence microscopy has now become a relatively common tool among biophysicists and biologists. The intrinsic sectioning achievable by multiphoton excitation provides a simple means to excite a small volume inside cells and tissues. Multiphoton microscopes have a simplified optical path in the emission side due to the lack of an emission pinhole, which is necessary with normal confocal microscopes. This article illustrates examples in which this advantage in the simplified optics is exploited to achieve a new type of measurements. First, dual-emission wavelength measurements are used to identify regions of different phase domains in giant vesicles and to perform fluctuation experiments at specific locations in the membrane. Second, we show how dual-wavelength measurements are used in conjunction with scanning fluctuation analysis to measure the changes in the geometry of the domains and the incipient formation of gel domains when the temperature of the giant vesicles is gradually lowered.     

Near-field fluorescence microscopy

The ability to study the structure and function of cell membranes and membrane components is fundamental to understanding cellular processes. This requires the use of methods capable of resolving structures with nanometer-scale resolution in intact or living cells. Although fluorescence microscopy has proven to be an extremely versatile tool in cell biology, its diffraction-limited resolution prevents the investigation of membrane compartmentalization at the nanometer scale. Near-field scanning optical microscopy (NSOM) is a relatively unexplored technique that combines both enhanced spatial resolution of probing microscopes and simultaneous measurement of topographic and optical signals. Because of the very small nearfield excitation volume, background fluorescence from the cytoplasm is effectively reduced, enabling the visualization of nano-scale domains on the cell membrane with single molecule detection sensitivity at physiologically relevant packing densities. In this article we discuss technological aspects concerning the implementation of NSOM for cell membrane studies and illustrate its unique advantages in terms of spatial resolution, background suppression, sensitivity, and surface specificity for the study of protein clustering at the cell membrane. Furthermore, we demonstrate reliable operation under physiological conditions, without compromising resolution or sensitivity, opening the road toward truly live cell imaging with unprecedented detail and accuracy.     

Bridging fluorescence microscopy and electron microscopy

Development of new fluorescent probes and fluorescence microscopes has led to new ways to study cell biology. With the emergence of specialized microscopy units at most universities and research centers, the use of these techniques is well within reach for a broad research community. A major breakthrough in fluorescence microscopy in biology is the ability to follow specific targets on or in living cells, revealing dynamic localization and/or function of target molecules. One of the inherent limitations of fluorescence microscopy is the resolution. Several efforts are undertaken to overcome this limit. The traditional and most well-known way to achieve higher resolution imaging is by electron microscopy. Moreover, electron microscopy reveals organelles, membranes, macromolecules, and thus aids in the understanding of cellular complexity and localization of molecules of interest in relation to other structures. With the new probe development, a solid bridge between fluorescence microscopy and electron microscopy is being built, even leading to correlative imaging. This connection provides several benefits, both scientifically as well as practically. Here, I summarize recent developments in bridging microscopy.     

Quantitative fluorescence microscopy to probe intracellular microenvironments

Some intracellular pathogens avoid killing within phagosomes--which are specialized microbicidal organelles in cells of the innate immune system--by altering phagosomal maturation or by entering a different subcellular compartment. The fate of the microorganisms is ultimately dictated by the composition of the surrounding environment. The unique problems associated with in situ measurements of intracellular microenvironments within intact cells and the advantages of quantitative fluorescence microscopy have recently been investigated. Of particular interest are the various techniques and reagents used in analysis of the pH and reactive oxygen intermediates in phagosomes and invasion vacuoles.     

High-speed, random-access fluorescence microscopy: II. Fast quantitative measurements with voltage-sensitive dyes

An improved method for making fast quantitative determinations of membrane potential with voltage-sensitive dyes is presented. This method incorporates a high-speed, random-access, laser-scanning scheme (Bullen et al., 1997. Biophys. J. 73:477-491) with simultaneous detection at two emission wavelengths. The basis of this ratiometric approach is the voltage-dependent shift in the emission spectrum of the voltage-sensitive dye di-8-butyl-amino-naphthyl-ethylene-pyridinium-propyl-sulfonate (di-8-ANEPPS). Optical measurements are made at two emission wavelengths, using secondary dichroic beamsplitting and dual photodetectors (<570 nm and >570 nm). Calibration of the ratiometric measurements between signals at these wavelengths was achieved using simultaneous optical and patch-clamp measurements from adjacent points. Data demonstrating the linearity, precision, and accuracy of this technique are presented. Records obtained with this method exhibited a voltage resolution of approximately 5 mV, without any need for temporal or spatial averaging. Ratiometric recordings of action potentials from isolated hippocampal neurons are used to illustrate the usefulness of this approach. This method is unique in that it is the first to allow quantitative determination of dynamic membrane potential changes in a manner optimized for both high spatiotemporal resolution (2 micrometers and <0.5 ms) and voltage discrimination.