Evaluation of peak overlap in migration-time distributions determined by organelle capillary electrophoresis: Type-II error analogy based on statistical-overlap theory

A Simple and Low-cost Preliminary Quantification of Target Membrane Protein in Single Cells

To study the heterogeneity of target membrane proteins in single cells with cellular integrity, we proposed a simple and low-cost method to obtain the copy number of the membrane proteins. HeLa cells were labeled by FITC affinity bodies specifically targeting HER2 membrane proteins. The immunolabeled HeLa cells were quantified by a laboratory-built laser induced fluorescence detector. A series of fluorescent microspheres with known number of FITC molecules on the surface were used to establish the calibration curve, instead of the standard fluorescent solutions, because the morphology of the microspheres was similar to the cells, and the distribution of FITC on the spheres were similar to the distribution of HER2 on the HeLa. The fluorescence intensity of the cells was converted to the molecule number of HER2 by the calibration curve. A capillary electrophoresis system was used to drive the microspheres and cells through the detection window. The copy number of HER2 in HeLa cells ranged from 4,036 to 1,224,920 ± 100 (2.5-97.5%), and the median of copy numbers were 104,438 ± 100 per cell. This method for measuring low-abundance membrane proteins can be utilized for the initial exploration of proteomics in ordinary laboratories.

Capillary Electrophoresis with Laser-Induced Fluorescent Detection of Immunolabeled Individual Autophagy Organelles Isolated from Liver Tissue

Macroautophagy is a cellular degradation process responsible for the clearance of excess intracellular cargo. Existing methods for bulk quantification of autophagy rely on organelle markers that bind to multiple autophagy organelle types, making it difficult to tease apart the subcellular mechanisms implicated in autophagy dysfunction in liver and other pathologies. To address this issue, methods based on individual organelle measurements are needed. Capillary electrophoresis with laser-induced fluorescent detection (CE-LIF) was previously used to count and determine properties of individual autophagy organelles isolated from an LC3-GFP expressing cell line, but has never been used on autophagy organelles originating from a tissue sample. Here, we used DyLight488-labeled anti-LC3 antibodies to label endogenous LC3 present on organelles isolated from murine liver tissue prior to CE-LIF analysis. We evaluated the ability of this method to detect changes in a known model system of altered autophagy, as well as confirmed the specificity and reproducibility of the antibody in the labeling of autophagy organelles from liver tissue. This is both the first demonstration of CE-LIF to analyze individual organelles labeled with fluorophore-conjugated antibodies, and the first application of individual organelle CE-LIF to measure the properties of autophagy organelles isolated from tissue. The observations described here demonstrate that CE-LIF of immunolabeled autophagy organelles is a powerful technique useful to investigate the complexity of autophagy in any tissue sample of interest.

Simultaneous measurement of individual mitochondrial membrane potential and electrophoretic mobility by capillary electrophoresis

Mitochondrial membrane potential varies, depending on energy demand, subcellular location, and morphology and is commonly used as an indicator of mitochondrial functional status. Electrophoretic mobility is a heterogeneous surface property reflective of mitochondrial surface composition and morphology, which could be used as a basis for separation of mitochondrial subpopulations. Since these properties are heterogeneous, methods for their characterization in individual mitochondria are needed to better design and understand electrophoretic separations of subpopulations of mitochondria. Here we report on the first method for simultaneous determination of individual mitochondrial membrane potential and electrophoretic mobility by capillary electrophoresis with laser-induced fluorescence detection (CE-LIF). Mitochondria were isolated from cultured cells, mouse muscle, or liver, and then polarized, labeled with JC-1 (a ratiometric fluorescent probe, which indicates changes in membrane potential), and separated with CE-LIF. Red/green fluorescence intensity ratios from individual mitochondria were used as an indicator of mitochondrial membrane potential. Reproducible distributions of individual mitochondrial membrane potential and electrophoretic mobility were observed. Analysis of polarized and depolarized regions of interest defined using red/green ratios and runs of depolarized controls allowed for the determination of membrane potential and comparison of electrophoretic mobility distributions in preparations containing depolarized mitochondria. Through comparison of these regions of interest, we observed dependence of electrophoretic mobility on membrane potential, with polarized regions of interest displaying decreased electrophoretic mobility. This method could be applied to investigate mitochondrial heterogeneity in aging or disease models where membrane potential is an important factor.

Analysis of individual mitochondria via fluorescent immunolabeling with Anti-TOM22 antibodies

Mitochondria are responsible for maintaining a variety of cellular functions. One such function is the interaction and subsequent import of proteins into these organelles via the translocase of outer membrane (TOM) complex. Antibodies have been used to analyze the presence and function of proteins comprising this complex, but have not been used to investigate variations in the abundance of TOM complex in mitochondria. Here, we report on the feasibility of using capillary cytometry with laser-induced fluorescence to detect mitochondria labeled with antibodies targeting the TOM complex and to estimate the number of antibodies that bind to these organelles. Mitochondria were fluorescently labeled with DsRed2, while antibodies targeting the TOM22 protein, one of nine proteins comprising the TOM complex, were conjugated to the Atto-488 fluorophore. At typical labeling conditions, 94% of DsRed2 mitochondria were also immunofluorescently labeled with Atto-488 Anti-TOM22 antibodies. The calculated median number of Atto-488 Anti-TOM22 antibodies bound to the surface of mitochondria was ∼2,000 per mitochondrion. The combination of fluorescent immunolabeling and capillary cytometry could be further developed to include multicolor labeling experiments, which enable monitoring several molecular targets at the same time in the same or different organelle types.

Describing autophagy via analysis of individual organelles by capillary electrophoresis with laser induced fluorescence detection

Autophagy is a cellular process responsible for the degradation of intracellular cargo. Its dynamic nature and the multiple types of autophagy organelles present at a given time make current measurements, such as those done by Western blotting, insufficient to understand autophagy and its roles in aging and disease. Capillary electrophoresis coupled to laser induced fluorescence detection (CE-LIF) has been used previously to count and determine properties of individual organelles, but has never been used on autophagy organelles or for determination of changes of such properties. Here we used autophagy organelles isolated from L6 cells expressing GFP-LC3, which is an autophagy marker, to develop a CE-LIF method for the determination of the number of autophagy organelles, their individual GFP-LC3 fluorescence intensities, and their individual electrophoretic mobilities. These properties were compared under basal and rapamycin-driven autophagy, which showed differences in the number of detected organelles and electrophoretic mobility distributions of autophagy organelles. Vinblastine treatment was also used to halt autophagy and further characterize changes and provide additional insight on the nature of autophagy organelles. This approach revealed dramatic and opposite directions in changes of organelle numbers, GFP-LC3 contents, and electrophoretic mobilities during the duration of the vinblastine treatment. These trends suggested the identity of organelle types being detected. These observations demonstrate that individual organelle analysis by CE-LIF is a powerful technology to investigate the complexity and nature of autophagy, a process that plays critical roles in response to drug treatments, aging, and disease.

Review on recent advances in the analysis of isolated organelles

The analysis of isolated organelles is one of the pillars of modern bioanalytical chemistry. This review describes recent developments on the isolation and characterization of isolated organelles both from living organisms and cell cultures. Salient reports on methods to release organelles focused on reproducibility and yield, membrane isolation, and integrated devices for organelle release. New developments on organelle fractionation after their isolation were on the topics of centrifugation, immunocapture, free flow electrophoresis, flow field-flow fractionation, fluorescence activated organelle sorting, laser capture microdissection, and dielectrophoresis. New concepts on characterization of isolated organelles included atomic force microscopy, optical tweezers combined with Raman spectroscopy, organelle sensors, flow cytometry, capillary electrophoresis, and microfluidic devices.

Individual organelle pH determinations of magnetically enriched endocytic organelles via laser-induced fluorescence detection

The analysis of biotransformations that occur in lysosomes and other endocytic organelles is critical to studies on intracellular degradation, nutrient recycling, and lysosomal storage disorders. Such analyses require bioactive organelle preparations that are devoid of other contaminating organelles. Commonly used differential centrifugation techniques produce impure fractions and may not be compatible with microscale separation platforms. Density gradient centrifugation procedures reduce the level of impurities but may compromise bioactivity. Here we report on simple magnetic setup and a procedure that produce highly enriched bioactive organelles based on their magnetic capture as they traveled through open tubes. Following capture, in-line laser-induced fluorecence detection (LIF) determined for the first time the pH of each magnetically retained individual endocytic organelle. Unlike bulk measurements, this method was suitable to describe the distributions of pH values in endocytic organelles from L6 rat myoblasts treated with dextran-coated iron oxide nanoparticles (for magnetic retention) and fluorescein/TMRM-conjugated dextran (for pH measurements by LIF). Their individual pH values ranged from 4 to 6, which is typical of bioactive endocytic organelles. These analytical procedures are of high relevance to evaluate lysosomal-related degradation pathways in aging, storage disorders, and drug development.

Recent developments in capillary and chip electrophoresis of bioparticles: Viruses, organelles, and cells

In appropriate aqueous buffer solutions, biological particles usually exhibit a particular electric surface charge due to exposed charged or chargeable functional groups (amino acid residues, acidic carbohydrate moieties, etc.). Consequently, these bioparticles can migrate in solution under the influence of an electric field allowing separation according to their electrophoretic mobilities or their pI values. Based on these properties, electromigration methods are of eminent interest for the characterization, separation, and detection of such particles. The present review discusses the research papers published between 2008 and 2010 dealing with isoelectric focusing and zone electrophoresis of viruses, organelles and microorganisms (bacteria and yeast cells) in the capillary and the chip format.

Capillary electrophoretic analysis reveals subcellular binding between individual mitochondria and cytoskeleton

Interactions between the cytoskeleton and mitochondria are essential for normal cellular function. An assessment of such interactions is commonly based on bulk analysis of mitochondrial and cytoskeletal markers present in a given sample, which assumes complete binding between these two organelle types. Such measurements are biased because they rarely account for nonbound "free" subcellular species. Here we report on the use of capillary electrophoresis with dual laser induced fluorescence detection (CE-LIF) to identify, classify, count, and quantify properties of individual binding events of the mitochondria and cytoskeleton. Mitochondria were fluorescently labeled with DsRed2 while F-actin, a major cytoskeletal component, was fluorescently labeled with Alexa488-phalloidin. In a typical subcellular fraction of L6 myoblasts, 79% of mitochondrial events did not have detectable levels of F-actin, while the rest had on average ~2 zmol of F-actin, which theoretically represents a ~2.5 μm long network of actin filaments per event. Trypsin treatment of L6 subcellular fractions prior to analysis decreased the fraction of mitochondrial events with detectable levels of F-actin, which is expected from digestion of cytoskeletal proteins on the surface of mitochondria. The electrophoretic mobility distributions of the individual events were also used to further distinguish between cytoskeleton-bound from cytoskeleton-free mitochondrial events. The CE-LIF approach described here could be further developed to explore cytoskeleton interactions with other subcellular structures, the effects of cytoskeleton destabilizing drugs, and the progression of viral infections.

Capillary isoelectric focusing of individual mitochondria

Mitochondria are highly heterogeneous organelles that likely have unique isoelectric points (pI), which are related to their surface compositions and could be exploited in their purification and isolation. Previous methods to determine pI of mitochondria report an average pI. This article is the first report of the determination of the isoelectric points of individual mitochondria by capillary isoelectric focusing (cIEF). In this method, mitochondria labeled with the mitochondrial-specific probe 10-N-nonyl acridine orange (NAO) are injected into a fused-silica capillary in a solution of carrier ampholytes at physiological pH and osmolarity, where they are focused then chemically mobilized and detected by laser-induced fluorescence (LIF). Fluorescein-derived pI markers are used as internal standards to assign a pI value to each individually detected mitochondrial event, and a mitochondrial pI distribution is determined. This method provides reproducible distributions of individual mitochondrial pI, accurate determination of the pI of individual mitochondria by the use of internal standards, and resolution of 0.03 pH units between individual mitochondria. This method could also be applied to investigate or design separations of organelle subtypes (e.g., subsarcolemmal and interfibrillar skeletal muscle mitochondria) and to determine the pIs of other biological or nonbiological particles.

Estimation of migration-time and mobility distributions in organelle capillary electrophoresis with statistical-overlap theory

The separation of organelles by capillary electrophoresis (CE) produces large numbers of narrow peaks, which commonly are assumed to originate from single particles. In this paper, we show this is not always true. Here, we use established methods to partition simulated and real organelle CEs into regions of constant peak density and then use statistical-overlap theory to calculate the number of peaks (single particles) in each region. The only required measurements are the number of observed peaks (maxima) and peak standard deviation in the regions and the durations of the regions. Theory is developed for the precision of the estimated peak number and the threshold saturation above which the calculation is not advisable due to fluctuation of peak numbers. Theory shows that the relative precision is good when the saturation lies between 0.2 and 1.0 and is optimal when the saturation is slightly greater than 0.5. It also shows the threshold saturation depends on the peak standard deviation divided by the region's duration. The accuracy and precision of peak numbers estimated in different regions of organelle CEs are verified by computer simulations having both constant and nonuniform peak densities. The estimates are accurate to 6%. The estimated peak numbers in different regions are used to calculate migration-time and electrophoretic-mobility distributions. These distributions are less biased by peak overlap than ones determined by counting maxima and provide more correct measures of the organelle properties. The procedure is applied to a mitochondrial CE, in which over 20% of peaks are hidden by peak overlap.