A technique of low-pH gel electrophoresis of chromosomal proteins which does not require preliminary removal of DNA.

Fractionation of chromosomal proteins, in particular, of histones, by acetic acid-urea polyacrylamide gel electrophoresis usually requires preliminary removal of DNA from deoxyribonucleoprotein samples to obtain good separation of proteins. We have found that this difficulty can be overcome by addition of cetyltrimethylammonium bromide (CTAB) to the gel and electrode buffers. Since CTAB can readily diffuse into polyacrylamide gels two-dimensional fractionation becomes possible; that is, deoxyribonucleoprotein particles are fractionated in the first dimension followed by immersion of a gel in a CTAB solution and then low-pH gel electrophoresis of proteins in the second dimension.     

Detection of serum proteins by native polyacrylamide gel electrophoresis using Blue Sepharose CL-6B-containing stacking gels

Analysis of serum proteins by native polyacrylamide gel electrophoresis is difficult because albumin is abundant in serum and interferes with the resolution of other proteins, especially alpha-antitrypsin which has mobility that is very similar to that of albumin. We present here a method in which serum proteins are separated by polyacrylamide gel electrophoresis using stacking gels containing Blue Sepharose CL-6B, which has a high affinity for albumin, lipoproteins, kinases, and pyridine-nucleotide-dependent oxidoreductases. During electrophoresis, proteins that bind to Blue Sepharose CL-6B stay in the stacking gel and do not migrate into the separating gel. As a consequence, certain proteins, including alpha(1)-antitrypsin, can be detected as clear bands. This method overcomes the requirement for fractionation of serum samples prior to electrophoresis to remove albumin and allows the simultaneous analysis of many samples.     

Evaluation of two-dimensional difference gel electrophoresis for protein profiling. Soluble proteins of the marine bacterium Pirellula sp. strain 1

Two-dimensional gel electrophoresis (2DE) is a central tool of proteome research, since it allows separation of complex protein mixtures at highest resolution. Quantification of gene expression at the protein level requires sensitive visualization of protein spots over a wide linear range. Two-dimensional difference gel electrophoresis (2D DIGE) is a new fluorescent technique for protein labeling in 2DE gels. Proteins are labeled prior to electrophoresis with fluorescent CyDyes trade mark and differently labeled samples are then co-separated on the same 2DE gel. We evaluated 2D DIGE for detection and quantification of proteins specific for glucose or N-acetylglucosamine metabolism in the marine bacterium Pirellula sp. strain 1. The experiment was based on 10 parallel 2DE gels. Detection and comparison of the protein spots were performed with the DeCyder trade mark software that uses an internal standard to quantify differences in protein abundance with high statistical confidence; 24 proteins differing in abundance by a factor of at least 1.5 (t test value <10(-9)) were identified. For comparison, another experiment was carried out with four SYPRO-Ruby-stained 2DE gels for each of the two growth conditions; image analysis was done with the ImageMaster trade mark 2D Elite software. Sensitivity of the CyDye fluors was evaluated by comparing Cy2, Cy3, Cy5, SYPRO Ruby, silver, and colloidal Coomassie staining. Three replicate gels, each loaded with 50 microg of protein, were run for each stain and the gels were analyzed with the ImageMaster software. Labeling with CyDyes allowed detection of almost as many protein spots as staining with silver or SYPRO Ruby.     

Detection of protein kinase activity in sodium dodecyl sulfate-polyacrylamide gels

A procedure is described for identifying protein kinase activity in protein samples following electrophoresis on sodium dodecyl sulfate-polyacrylamide gels. Protein kinase activity is detected by renaturation of the enzymes within the gel followed by phosphorylation with [gamma-32P]ATP of either substrates included in the polyacrylamide gel or of the kinase itself. Then, after removal of the unreacted [gamma-32P]ATP by washing the gel in the presence of an anion-exchange resin, the positions (Mr) of the protein kinase activity are visualized by autoradiography. Studies using a purified catalytic subunit of cAMP-dependent protein kinase indicate that enzyme concentrations as low as 0.01 microgram can easily be detected on gels containing 1 mg/ml casein. The technique is also useful for identifying active subunits of multisubunit enzymes. The active subunit of casein kinase II, for example, can readily be determined by renaturing the dissociated enzyme in gels containing casein. Putative protein kinases present in crude mixtures of proteins can also be detected following separation by gel electrophoresis and can be characterized on the basis of molecular weight and identity of the phosphorylated amino acid. Using this technique, at least three major protein kinases were detected in a mixture of proteins prepared by subfraction of red blood cell membranes.     

Immunological detection of specific proteins in total cell extracts by fractionation in gels and transfer to diazophenylthioether paper

We describe a sensitive immunological procedure for the detection of specific proteins in total cell extracts and for the comparison of antigenically related polypeptides. Proteins are fractionated in polyacrylamide gels and transferred electrophoretically to diazophenylthioether paper, to which they bind covalently. Specific proteins are identified by incubation with specific antibody and 125 I-labeled protein A from Staphylococcus aureus, followed by autoradiography. High-resolution separation of proteins prior to transfer is achieved by polyacrylamide gradient gel electrophoresis in the presence of sodium dodecyl sulfate or by nonequilibrium pH gradient electrophoresis, followed by polyacrylamide gel electrophoresis in the presence of sodium dodecyl sulfate. Further information can be obtained by limited enzymatic proteolysis of the proteins in the gel following polyacrylamide gel electrophoresis in the presence of sodium dodecyl sulfate and analysis of the cleavage products by gel electrophoresis at right angles to the first gel. We show the application of this technique to the detection and comparison in extracts from infected cells of proteins related immunologically to the simian virus 40 capsid proteins VP1 and VP3.     

Functional proteomics using microchannel plate detectors

We describe the development of a novel detection system used for the functional imaging of proteins separated on electrophoretic gels. A microchannel plate detector is used here for real-time imaging of low levels of tritiated protein separated by two-dimensional (2-D) electrophoresis. The system employs radioisotope-free, low noise microchannel plates originally developed for photon counting in X-ray astronomy. Using the detector configuration described here, proteins were resolved on mini gels by either one or two-dimensional electrophoresis, transferred onto polyvinylidene difluoride membranes and directly imaged. Tritiated diisopropylfluorophosphate (DFP) was used as a selective label for the serine hydrolase class of enzymes and their distribution in the central nervous system was examined. This survey revealed approximately 24 protein spots by 2-D electrophoresis. We also investigated the relative sensitivity of these proteins towards DFP and found the peptidase, acylpeptide hydrolase to be the most sensitive brain protein towards this reagent. Using a number of different tritiated standards, it was found that the system can image as little as 0.1 Bq/mm(2) of tritium corresponding to 320 attomol of DFP labelled protein/mm(2). Moreover, the system has a wide dynamic range (>10(6)) allowing samples of high and low activity to be quantified on the same gel.     

Comparative analysis of protein aggregates by blue native electrophoresis and subsequent sodium dodecyl sulfate-polyacrylamide gel electrophoresis in a three-dimensional geometry gel

We describe the comparative analysis of protein aggregates by combining blue native electrophoresis and subsequent sodium dodecyl sulfate-polyacrylamide gel electrophoresis (SDS-PAGE) using a 3-D geometry gel for simultaneous processing of many samples. The first native electrophoresis step, separating the aggregates, is carried out for a series of samples in parallel lanes within a slab gel. This gel is then placed on the top surface of a cylindrical, 3-D geometry gel for the second denaturing electrophoresis step, separating the proteins composing the aggregates. The samples migrate parallel to the vertical axis of the gel cylinder. Data are acquired online by photodetection of laser-induced fluorescence during electrophoresis. For this purpose, the samples are fluorescently labeled within the slab gel after the first separation step. A 3-D geometry gel separates the equivalent of many conventional SDS slab gels represented by vertical layers in the 3-D gel body. In this way, many samples are analyzed in the same gel under identical conditions, improving comparability and resolution and making the process considerably more efficient. This novel technique allowed the identification of several aggregate classes of recombinant proteins expressed in bacteria. We observed that proteins preferentially bind to homolog polypeptides, but also seem to form a trapping mesh co-aggregating with other proteins. The aggregation pattern revealed by this technique supplements data obtained from standard two-dimensional gel electrophoresis analysis. We expect interesting applications, for instance in aggregate monitoring of clinical samples. It should be feasible to quickly gain a diagnostic picture during amyloid-related neurodegenerative disease development or to observe drug effects on protein aggregation.     

Visible fluorescent detection of proteins in polyacrylamide gels without staining

2,2,2-Trichloroethanol (TCE) incorporated into polyacrylamide gels before polymerization provides fluorescent visible detection of proteins in less than 5min of total processing time. The tryptophans in proteins undergo an ultraviolet light-induced reaction with trihalocompounds to produce fluorescence in the visible range so that the protein bands can be visualized on a 300-nm transilluminator. In a previous study trichloroacetic acid or chloroform was used to stain polyacrylamide gel electrophoresis (PAGE) gels for protein visualization. This study shows that placing TCE in the gel before electrophoresis can eliminate the staining step. The gel is removed from the electrophoresis apparatus and placed on a transilluminator and then the protein bands develop their fluorescence in less than 5min. In addition to being rapid this visualization method provides detection of 0.2microg of typical globular proteins, which for some proteins is slightly more sensitive than the standard Coomassie brilliant blue (CBB) method. Integral membrane proteins, which do not stain well with CBB, are visualized well with the TCE in-gel method. After TCE in-gel visualization the same gel can then be CBB stained, allowing for complementary detection of proteins. In addition, visualization with TCE in the gel is compatible with two-dimensional PAGE, native PAGE, Western blotting, and autoradiography.     

Modification of commerical and custom-built slab gel electrophoresis units for two-dimensional polyacrylamide gel electrophoresis

Many commercial and custom-built slab gel electrophoresis units can be modified to function as two-dimensional polyacrylamide gel electrophoresis units with the insertion of Plexiglas adapters. These adapters can be made for about $50 a pair and can be used for either temporary or permanent modification of the slab gel units. The physical dimensions of the adapters can be varied to permit great flexibility in the diameter of cylinder gels and the thickness of slab gels that can be run together. For example, proteins from 6-mm cylinder gels can be easily separated on 1-mm slab gels, which can then be dried for autoradiography.     

Detection of protein-protein interactions and a group of immunoglobulin G-associated minor proteins in human plasma by nondenaturing and denaturing two-dimensional gel electrophoresis

The dissociation of noncovalently associated protein-protein complexes in human plasma was examined by comparing two-dimensional gel electrophoresis (2-DE) patterns obtained in two different electrophoretic conditions. A type I 2-DE pattern was obtained running nondenaturing isoelectric focusing (IEF) followed by nondenaturing gel electrophoresis and a type II 2-DE pattern was nondenaturing IEF followed by sodium dodecyl sulfate gel electrophoresis. Micro-sized gels (internal diameter(id) 1.3 x 35 mm polyacrylamide IEF gels and 38 x 38 x 1 mm polyacryamide slab gels) were used to follow the dissociation processes of major plasma proteins. Larger gel sizes (id 3.4 x 160 mm agarose IEF gels and 160 x 120 x 2.8 mm polyacrylamide slab gels) were used to detect minor plasma proteins dissociated from major proteins. About 110 spots, which have not been detected on type I (nondenaturing) 2-D gels, newly appeared on type II large-sized 2-D gels at molecular masses smaller than 67 kDa. Some of these spots had been analyzed and identified, but about 70 minor spots (isoelectric point 5.5-7.5 and relative molecular mass 8-45 kDa) were detected for the first time by applying large volumes of human plasma samples to the large type II 2-D gels. These minor spots could be concentrated on type II 2-D gels by enriching the immunoglobulin G (IgG) fraction under nondenaturing conditions, and they disappeared when IgG was removed from the fraction. These results strongly suggest that many of the minor spots newly detected were bound to IgG in physiological conditions.     

Proposal for a standard representation of two-dimensional gel electrophoresis data

The global analysis of proteins is now feasible due to improvements in techniques such as two-dimensional gel electrophoresis (2-DE), mass spectrometry, yeast two-hybrid systems and the development of bioinformatics applications. The experiments form the basis of proteomics, and present significant challenges in data analysis, storage and querying. We argue that a standard format for proteome data is required to enable the storage, exchange and subsequent re-analysis of large datasets. We describe the criteria that must be met for the development of a standard for proteomics. We have developed a model to represent data from 2-DE experiments, including difference gel electrophoresis along with image analysis and statistical analysis across multiple gels. This part of proteomics analysis is not represented in current proposals for proteomics standards. We are working with the Proteomics Standards Initiative to develop a model encompassing biological sample origin, experimental protocols, a number of separation techniques and mass spectrometry. The standard format will facilitate the development of central repositories of data, enabling results to be verified or re-analysed, and the correlation of results produced by different research groups using a variety of laboratory techniques.     

The role of bioinformatics in two-dimensional gel electrophoresis

Over the last two decades, two-dimensional electrophoresis (2-DE) gel has established itself as the de facto approach to separating proteins from cell and tissue samples. Due to the sheer volume of data and its experimental geometric and expression uncertainties, quantitative analysis of these data with image processing and modelling has become an actively pursued research topic. The results of these analyses include accurate protein quantification, isoelectric point and relative molecular mass estimation, and the detection of differential expression between samples run on different gels. Systematic errors such as current leakage and regional expression inhomogeneities are corrected for, followed by each protein spot in the gel being segmented and modelled for quantification. To assess differential expression of protein spots in different samples run on a series of two-dimensional gels, a number of image registration techniques for correcting geometric distortion have been proposed. This paper provides a comprehensive review of the computation techniques used in the analysis of 2-DE gels, together with a discussion of current and future trends in large scale analysis. We examine the pitfalls of existing techniques and highlight some of the key areas that need to be developed in the coming years, especially those related to statistical approaches based on multiple gel runs and image mining techniques through the use of parallel processing based on cluster computing and the grid technology.     

A novel approach to spot detection for two-dimensional gel electrophoresis images using pixel value collection

Separation of complex mixtures of proteins by two-dimensional gel electrophoresis (2-DE) is a fundamental component of current proteomic technology. Quantitative analysis of the images generated by digitization of such gels is critical for the identification of alterations in protein expression within a given biological system. Despite the availability of several commercially available software packages designed for this purpose, image analysis is extremely resource intensive, subjective and remains a major bottleneck. In addition to reducing throughput, the requirement for manual intervention results in the introduction of operator subjectivity, which can limit the statistical significance of the numerical data generated. A key requirement of image analysis is the accurate definition of protein spot boundaries using a suitable method of image segmentation. We describe a method of spot detection applicable to 2-DE image files using a segmentation method involving pixel value collection via serial analysis of the image through its range of density levels. This algorithm is reproducible, sensitive, accurate and primarily designed to be automatic, removing operator subjectivity. Furthermore, it is believed that this method may offer the potential for improved spot detection over currently available software.     

Problems encountered in measuring erythrocyte pyrimidine 5'-nucleotidase activity

An improved method of two-dimensional electrophoresis that allows unequilibrated first-dimension gels to be loaded and electrophoresed on second-dimension gels twice the length used in the O'Farrell technique has been developed. Normally, the electrophoresis of unequilibrated first-dimension gels on long second-dimension gels with the resolving gel set at pH 8.8 results in poor resolution of low-molecular-weight proteins. Adjusting the pH of the resolving gel to pH 8.3 maintains the low-molecular-weight proteins in a stacked configuration during their migration through the length of the 10% acrylamide gel. Utilization of a 10 to 20% exponential polyacrylamide gradient in a resolving gel set at pH 8.3 separates these low-molecular-weight proteins with excellent resolution. Electrophoretic resolution of protein spots in resolving gels set at pH 8.8 is not as sharp as in gels set at pH 8.3, and resolution progressively deteriorates in gels set at higher pH values.     

Distribution of proteins in different subcellular fractions of rat brain studied by two-dimensional gel electrophoresis

The subcellular distribution of proteins normally visible on two-dimension gels of rat brain tissue punches and crude brain homogenate was investigated using two-dimensional gel electrophoresis and computerized scanning densitometry. Seven enriched subcellular fractions (cytosol, mitochondria, microsomes, nucleus, crude synaptic vesicles, myelin and synaptic membrane) were generated from a crude extract of rat brain. Fifty microgram samples of the crude homogenate and each fraction were then taken and the proteins within these samples separated by two-dimensional gel electrophoresis. Proteins were stained with silver and the gels then analyzed by computerized scanning densitometry. Of 136 proteins visible on two-dimension gels of the crude homogenate that were quantitatively examined, a total of 73 (54%) were identified as being primarily located in a single subcellular fraction. The majority of these 73 proteins were found to be located primarily in either the cytosolic or mitochondrial fractions, while fewer proteins were identified as being primarily located in the microsomal, nuclear or crude synaptic vesicular subfractions. In contrast, the myelin and synaptic membrane fractions were found to be the primary location for only a single protein each that is clearly visible in the crude homogenate. In addition, gels of four of the subfractions (mitochondria, cytosol, nucleus and myelin) contained proteins that are not normally visible on gels generated using a crude extract. The subcellular location of a number of proteins found previously to be altered by specific experimental manipulations was also determined, providing further information on these proteins in brain. These results should prove useful in future experiments designed towards isolating and characterizing specific proteins of neurochemical interest.     

Sub-proteome differential display: single gel comparison by 2D electrophoresis and mass spectrometry

Two-dimensional (2D) gel electrophoresis and mass spectrometry (MS) have been used in comparative proteomics but inherent problems of the 2D electrophoresis technique lead to difficulties when comparing two samples. We describe a method (sub-proteome differential display) for comparing the proteins from two sources simultaneously. Proteins from one source are mixed with radiolabelled proteins from a second source in a ratio of 100:1. These combined proteomes are fractionated simultaneously using column chromatographic methods, followed by analysis of the pre-fractionated proteomes (designated sub-proteomes) using 2D gel electrophoresis. Silver staining and (35)S autoradiography of a single gel allows precise discrimination between members of each sub-proteome, using commonly available computer software. This is followed by MS identification of individual proteins. We have demonstrated the utility of the technology by identifying the product of a transfected gene and several proteins expressed differentially between two renal carcinoma proteomes. The procedure has the capacity to enrich proteins prior to 2D electrophoresis and provides a simple, inexpensive approach to compare proteomes. The single gel approach eliminates differences that might arise if separate proteome fractionations or 2D gels are employed.     

Proteins associated with disease and clinical course in pancreas cancer: a proteomic analysis of plasma in surgical patients

New biomarkers for pancreas cancer are needed to improve its detection and management. We surveyed the plasma of patients undergoing surgical resection to identify proteins which change in abundance after complete resection of tumor. Using longitudinally collected specimens from surgical patients, we control for normal inter-individual variation which can confound cross-sectional analysis. Recent refinements in two-dimensional gel electrophoresis allowed us to quantify changes in low abundance plasma proteins with precision. To circumvent the traditional limitations of image analysis in comparing two-dimensional gels, we used fluorometric two-dimensional difference gel electrophoresis to resolve the proteins from pre- and post-surgical plasma from each patient on one physical gel. Furthermore, we increased the ability of our assay to detect low-abundance proteins by depleting the plasma of 12 high-abundance proteins with a multi-affinity column. Informative protein spots from 20 plasma samples across 10 patients were submitted for identification with mass-spectrometry. We identified a group of proteins which change consistently in plasma following complete resection of pancreas tumor. Furthermore, we identified proteins which correlate with post-surgical rapid recurrence of disease. With further identification and validation, the candidate biomarkers which we identify in this study may prove to be useful in the diagnosis, management and prognostication of patients with pancreas cancer.     

Separation of allelic variants by two-dimensional electrophoresis.

The resolving power of two-dimensional (2-D) gel electrophoresis has been tested using 17 allele products at five loci. Standard O'Farrell gels could separate 13 of these isozymes. The addition of a second pH gradient made it possible to separate all but one of the variant proteins. These results indicate that 2-D gel electrophoresis can resolve more than 90% of variants originally detected by one-dimensional (1-D) electrophoresis. The implications of these results for the low estimates of average heterozygosity obtained in surveys using 2-D gel electrophoresis are discussed.     

Effect of alkylation on the physical properties of simian virus 40 T-antigen species.

We analyzed large and small species of T-antigen by immunoprecipitation and two-dimensional gel electrophoresis. The T-antigen species were subjected to electrophoresis either directly or after reduction and alkylation with N-ethylmaleimide. Treatment with N-ethylmaleimide improved the resolution of large-T by two-dimensional gel electrophoresis and was a requirement for the resolution of small-t antigen on two dimensional gels. Large-T did not form a discrete protein spot, but rather formed a streak from approximately pH 6.5 to 6.9 on isoelectric focusing gels. Small-t formed a sharp protein spot at approximately pH 7.2 when subjected to electrophoresis under non-equilibrium conditions which extended the pH gradient to include proteins with basic isoelectric points. Treatment with N-ethylmaleimide decreased the mobility of the T-antigen species during sodium dodecyl sulfate gel electrophoresis. We suggest that the apparent increase in molecular weight was due to the association of N-ethylmaleimide with cysteine-rich regions of these proteins. Viable deletion mutants of simian virus 40 which do not induce the synthesis of small-t but product small-t-related polypeptides were used to localize the cysteine-rich region of small-t to between 0.54 and 0.59 on the genetic map of simian virus 40.