Very-high-resolution two-dimensional gel electrophoresis of proteins using giant gels

An improved high-resolution two-dimensional gel system for separating complex protein mixtures is described that allows a threefold increase in the number of proteins detected. Like the original O'Farrell system, proteins are separated in the first dimension by isoelectric point and in the second dimension by size. The improved resolution results primarily from a 2.5-fold increase in the size of both dimensions. Although best resolution is obtained by application of <100 μg of protein containing >5 × 10⁶ cpm, as much as 150 μg of protein may be applied without appreciable loss of resolution. Useful separations may be made with up to 1.5 mg. By doubling the thickness of both dimensions, as much as 3 mg of protein can be separated into 300–400 separate peaks.     

"Two-in-one" gel for spot matching after two-dimensional electrophoresis

Two-dimensional electrophoresis (2-DE) is one of the most commonly used techniques in proteomic investigations. However, due to the complex interplay of incidence including significant biological sample variations, lengthy steps involved in performing 2-DE as well as exposure time with silver staining, it is sometimes difficult to differentiate authentic differences caused by drug treatment with those artifacts caused by sample variations, running conditions of 2-DE as well as treatment time in silver staining etc. If we can compare pooled samples of control and treatment groups run in a single gel and stained together, we would be more comfortable with our findings. We propose here a low cost and highly effective method for locating differentially expressed proteins before and after drug treatment. This "two-in-one gel" technique might partially solve the problems mentioned above.     

Use of a fluorescent internal protein standard to achieve quantitative two-dimensional gel electrophoresis

2-DE is a powerful separation method for complex protein mixtures. However, large intergel variations in spot intensity limit its use for quantitative proteomics studies. To address this issue, we developed a fluorescent internal protein standard for use in 2-DE analysis. Protein samples are spiked with an Alexa-labeled internal standard (ALIS) prior to separation with 2-DE. Due to the high extinction coefficient of the Alexa-fluor, incorporation of 0.1% of total protein is sufficient to allow visualization of the internal standard yet low enough to avoid interference in subsequent quantification and identification steps. Following 2-DE, total proteins are visualized with fluorescent postelectrophoretic stains spectrally separated from ALIS. Four protein stains, Deep Purple, Sulforhodamine G, ruthenium II-tris(bathophenanthroline disulfonate) (RuTBS), and SYPRO Ruby, including improved purification and staining protocols for RuTBS and ten-fold dilutions of SYPRO Ruby were evaluated. All staining protocols were compatible with the ALIS method and had similar LODs (1-4 ng) and dynamic ranges (10(3)). ALIS is a powerful normalization method for quantitative 2-DE which avoids potential problems associated with dual spot migration patterns observed in the DIGE method. Furthermore, ALIS provides significantly improved normality in the distribution of spot abundance-variance compared to normalization through division by the total spot volume.     

Alignment of two-dimensional electrophoresis gels

Two-dimensional electrophoresis is a major separating technique for proteins in proteomics. Alignment of gel images is critical for intra-laboratory or even more difficult inter-laboratory gel comparisons. In the paper, we propose a novel iterative closest point (ICP) method for 2D-gel electrophoresis image alignment. The paper seeks to introduce an information theoretic measure as one part of distance metric to gel image alignment. We combine intensity information of spots with geometric information of landmarks by applying information potential idea. The proposed method has been applied to both synthetic and real gel images accessible in public 2D-electrophoresis gel protein databases. The high accuracy and robustness of the algorithm indicate that it is promising for gel image alignment.     

Challenges related to analysis of protein spot volumes from two-dimensional gel electrophoresis as revealed by replicate gels

Assumptions that need to be considered prior to statistical analysis of protein spot volumes from two-dimensional gel electrophoresis (2-DE) data are studied using replicate gels of the same sample. The most important observation is that the data tables of protein spot volumes from 2-DE images contain a large number of missing values, which are not consistent with the presence or absence of the proteins. This implies both loss of information and problems for the subsequent statistical analysis. Challenges with 2-DE protein spot volumes are viewed in light of multiple gel comparisons and multivariate data analysis.     

Optimizing protein solubility for two-dimensional gel electrophoresis analysis of human myocardium

In order to maximize the myocardial proteome observed by two-dimensional gel electrophoresis (2-DE), the effect of (1) either an ionic or different zwitterionic detergents during tissue homogenization and (2) altering the "standard" detergent for isoelectric focusing (3-[(3-cholamidopropyl)dimethylamino]-1-propane sulfonate (CHAPS)) to either the zwitterionic detergent amidosulfobetaine-14 (ASB-14) or N-decyl-N-N'-dimethyl-3-ammonio-1-propane sulfonate (SB3-10) was investigated. Sodium dodecyl sulfate was shown to be a superior detergent for extraction of proteins during homogenization of cardiac tissue compared to the detergents ASB-14, SB3-10 or CHAPS. Additionally, both ASB-14 and SB3-10 exhibited better extraction than CHAPS for distinct regions of two-dimensional gels. In most cases, the best combination of homogenization and focusing conditions did not involve the use of the same detergent. Specifically, it was found that the ability to mix homogenization and focusing conditions can allow one to obtain an optimum balance between the resolution and number of protein spots obtained in 2-DE analysis of cardiac tissue. An excellent initial combination of buffers to utilize for the general examination of cardiac proteins was determined to be initial homogenization in a buffer containing ASB-14 followed by focusing in a buffer containing CHAPS.     

pK-matched running buffers for gel electrophoresis.

Electrophoresis through agarose and polyacrylamide-type gels is the standard method to separate, identify, and purify nucleic acids. Properties of electrophoresis buffers such as pH, ionic strength, and composition affect performance. The buffers in use contain a weak acid or weak base buffered by a compound with a dissimilar pK. Herein, three pK-matched buffers were developed, each containing two effective buffering components: one weak base and one weak acid which have similar pKa at 25 degrees C (within 0.3 pK units): (i) Ethanolamine/Capso, pH 9.6; (ii) triethanolamine/Tricine, pH 7.9; and (iii) Bis-Tris/Aces, pH 6.7. On agarose gels, the buffers in various concentrations were tested for separation of double-stranded DNA fragments with various DNA markers, agarose gel concentrations, and field strengths. Mobility was inversely proportional to the logarithm of molecular weight. The buffers provided high resolution without smearing at more dilute concentration than is possible with standard TAE (Tris/acetate, pH 8.0) or TBE (Tris/borate, pH 8.3) buffers. The buffers were also tested in 7 M urea denaturing LongRanger sequencing gels and in nondenaturing polyacrylamide SSCP gels. The pK-matched buffers provide good separation and high resolution, at a broad range of potential pH values. In comparison to TAE and TBE, pK-matched buffers provide higher voltage and current stability, lower working concentration, more concentrated stock solutions (up to 200x), and lower current per unit voltage, resulting in less heat generation.     

Sample preparation for two-dimensional gel electrophoresis

The choice of sample preparation protocol is a critical influential factor for isoelectric focusing which in turn affects the two-dimensional gel result in terms of quality and protein species distribution. The optimal protocol varies depending on the nature of the sample for analysis and the properties of the constituent protein species (hydrophobicity, tendency to form aggregates, copy number) intended for resolution. This review explains the standard sample buffer constituents and illustrates a series of protocols for processing diverse samples for two-dimensional gel electrophoresis, including hydrophobic membrane proteins. Current methods for concentrating lower abundance proteins, by removal of high abundance proteins, are also outlined. Finally, since protein staining is becoming increasingly incorporated into the sample preparation procedure, we describe the principles and applications of current (and future) pre-electrophoretic labelling methods.     

Non-covalent and covalent protein labeling in two-dimensional gel electrophoresis

Over the past decades, several sensitive post-electrophoretic stains have been developed for an identification of proteins in general, or for a specific detection of post-translational modifications such as phosphorylation, glycosylation or oxidation. Yet, for a visualization and quantification of protein differences, the differential two-dimensional gel electrophoresis, termed DIGE, has become the method of choice for a detection of differences in two sets of proteomes. The goal of this review is to evaluate the use of the most common non-covalent and covalent staining techniques in 2D electrophoresis gels, in order to obtain maximal information per electrophoresis gel and for an identification of potential biomarkers. We will also discuss the use of detergents during covalent labeling, the identification of oxidative modifications and review influence of detergents on finger prints analysis and MS/MS identification in relation to 2D electrophoresis.     

Monitoring intracellular protein profiles with two-dimensional gel electrophoresis.

Two-dimensional polyacrylamide gel electrophoresis (2D PAGE) is a method of separating complex protein mixtures, such as whole cell extracts, on the basis of protein isoelectric point and molecular weight. In bioprocess engineering, conventional 2D PAGE has tremendous potential to yield detailed information on the intracellular effect of various process conditions. It has been used in our work to examine global intracellular changes occurring in a typical cycloheximide fermentation and to look at the feedback regulatory behavior of cycloheximide biosynthesis. Application of the technique for bioprocess monitoring will require that the time necessary for preparation of a 2D electropherogram be substantially shortened. This may be accomplished by performing the separation on a miniature scale or eventually by use of capillary electrophoresis for one or more of the separations. Advantages and disadvantages of these two approaches are discussed.     

Microcomputer-based image analysis systems for two-dimensional electrophoresis gels

The intent of this overview is to provide the readers, especially those who are currently conducting two-dimentional electrophoresis, a basic understanding in the construction and use of microcomputer-based systems for the analysis of protein profiles generated by two-dimensional gel electrophoresis. In addition, a microcomputer-based system, employing fixed-point operations and effective algorithms, has been evaluated. The validity of this system has been demonstrated by using the two-dimensional silver-stained gels and fluorograms derived from the rat prostate. It is concluded that the present system can be used to aid the analysis of two-dimensional electrophoresis gels. An overall consideration of hardware and software components of a computer-based system is briefly discussed.     

Ultraviolet imaging densitometry of unstained gels for two-dimensional electrophoresis

A system suitable for ultraviolet imaging densitometry of two-dimensional electrophoretic gels that are unstained is described, together with its applications. A flying-spot densitometer linked with a personal computer was used for data acquisition, generation of mapping data, and image processing. Randomly distributed zones of proteins on two-dimensional gels were detected at 280 nm without being stained by two-dimensional scanning, and the densitometric value of each pixel (0.2 x 0.2 mm) was memorized by the computer, which generated a mapping pattern with density contours. The amount and densitometric value of cytochrome c had a linear relationship in the range of 2-200 micrograms. Zone locations of bovine liver proteins separated on two-dimensional gels were indicated on a map expressed in X-Y coordinates, and the pIs and molecular weights could be calculated from the map by use of pI and molecular weight markers on the same gel.     

Multiresolution image registration for two-dimensional gel electrophoresis

In proteomic research, two-dimensional electrophoresis (2-D) is an important tool for investigating differential patterns of qualitative and quantitative protein expression. The strength of the technique is due to its unrivalled power of being able to separate simultaneously thousands of proteins. The key to the comparison of 2-D protein profiles, however, lies in the use of a fast and robust image matching process which is essential to the subsequent quantification procedure. To satisfy the growing demand for a robust and fully automatic method of matching 2-D gel protein separation profiles, we describe in this paper a novel registration technique based on image intensity distribution rather than selected features. The method uses a multiresolution representation of the gel profiles and exploits the fact that coarse approximations to the optimal matching can be extracted efficiently from low-resolution images. This permits the removal of misalignments at different scales in a systematic manner and the strength of the new method has been confirmed by a double blind trial of 111 2-D gel pairs. The proposed method requires neither landmarks nor an a priori image alignment, and takes about five seconds for processing a typical gel pair on a standard personal computer.     

Computer analysis of double-labeled two-dimensional electrophoresis gels

A computerized process for the automatic analysis of double-label autoradiography after two-dimensional polyacrylamide gel electrophoresis has been developed. Matching fluorographs and autoradiographs produced from gels containing 3H- and 14C-labeled proteins are digitized by a rotating drum densitometer and analyzed by the Man-computer Interactive Data Analysis System III. This system locates corresponding protein spots in the films with edge-detection algorithms, converts spot density readings to isotopic disintegrations by reference to standard curves, and computes a 3H:14C ratio for each spot in the gels. On the average, calculated ratios are accurate to approximately 9% for test strips of polyacrylamide gel containing uniform mixtures of 3H and 14C. Values obtained for two-dimensional gels containing n protein spots with a known 3H:14C ratio of 8.6 +/- 0.1 are as follows: 8.1 +/- 1.4 (n = 268), 8.8 +/- 2.1 (n = 278), 9.1 +/- 1.7 (n = 245), and 8.8 +/- 2.2 (n = 223). The computer process greatly reduces the time required to precisely compare two complex protein mixtures and has sufficient precision to detect a doubling in the biosynthesis of any individual protein.     

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.     

Plant protein isolation and stabilization for enhanced resolution of two-dimensional polyacrylamide gel electrophoresis

Two-dimensional polyacrylamide gel electrophoresis (2D-PAGE) is the common method of choice for proteomic analysis. By introducing several small changes, a method was developed that not only improved the resolution and reproducibility of 2D-PAGE but also shortened the time of analysis. Precipitation by alkaline phenol and methanol/ammonium acetate was the choice for protein extraction. However, instead of precipitating the proteins overnight at -20 °C, it was carried out for 2 to 3 h at -80 °C. Ethanol was used for the final wash of the protein precipitate instead of routinely used acetone. Dithiothreitol (DTT) was used in all solutions from the beginning, considerably improving the solubilization of precipitated proteins. Solubilization was further improved by using a mixture of detergents and denaturants at high concentrations along with large amounts of DTT. Both in-gel rehydration and cup-loading methods were used for isoelectric focusing (IEF). For in-gel rehydration, samples reduced with DTT were diluted with sample buffer containing 2-hydroxyethyl disulfide (2-HED) (1:3) or were cup-loaded on a strip rehydrated with sample buffer containing 2-HED. Glycerol (5%) was used in the sample buffer, and the focusing was performed at 15 °C. The applicability of the method was demonstrated using several soybean tissues.     

Proteome analysis of rat hippocampal neurons by multiple large gel two-dimensional electrophoresis

The goal of the present study was to detect as many protein spots as possible in mammalian cells using two-dimensional gel electrophoresis (2-DE). For proteome analysis, it is of importance to reveal as many proteins as possible. A single standard 2-DE gel (pH 3-10, 18 cm x 20 cm, 13.5% gel) could detect 853 spots from proteins of cultured rat hippocampal neurons when visualized by silver staining. To increase the resolution of the separation and the number of detectable proteins by 2-DE, we utilized seven different narrow pH range immobilized pH gradients in the first dimension. In the second dimension, fourteen long SDS polyacrylamide gels were used: seven 7.5% gels for the separation of high molecular mass proteins (> or = 40 kDa) and seven 13.5% gels for the separation of low molecular mass proteins (< or = 40 kDa). Three hundred and sixty microg of proteins from cultured hippocampal neurons were loaded on to individual gels and visualized by silver staining. All 14 gel images were assembled into a 70 cm x 67 cm cybergel that contained 6677 protein spots, thereby indicating that the utilization of the present strategy led to a 783% increase in the number of detected spots in comparison to the standard procedure. Loading double the amount (720 microg) of proteins on to a 13.5% gel led to a 184% increase in the number of detected spots, thereby indicating that the present strategy has a potential to display more protein spots in the cybergels.     

Preprocessing of two-dimensional gel electrophoresis images

Proteomics produces a huge amount of two-dimensional gel electrophoresis images. Their analysis can yield a lot of information concerning proteins responsible for different diseases or new unidentified proteins. However, an automatic analysis of such images requires an efficient tool for reducing noise in images. This allows proper detection of the spots' borders, which is important in protein quantification (as the spots' areas are used to determine the amounts of protein present in an analyzed mixture). Also in the feature-based matching methods the detected features (spots) can be described by additional attributes, such as area or shape. In our study, a comparison of different methods of noise reduction is performed in order to find out a method best suited for reducing noise in gel images. Among the compared methods there are the classical methods of linear filtering, e.g., the mean and Gaussian filtering, the nonlinear method, i.e., median filtering, and also the methods better suited for processing of nonstationary signals, such as spatially adaptive linear filtering and filtering in the wavelet domain. The best results are obtained by filtering of gel images in the wavelet domain, using the BayesThresh method of threshold value determination.     

一种改进的双向电泳染色方法

本文涉及了双向电泳过程中的染色方法,即先用考马斯亮蓝染色,将胶上可见蛋白切下再银染的方法。这种方法可最大限度的减少胶中蛋白质点的损失,不仅避免了单一用考马斯亮蓝染色由于灵敏度不高而导致的低丰度蛋白的损失,也避免了单一用银染而使高丰度的蛋白因染色过度导致的损失。同时两种传统的染色方法结合完美,形成的新方法经济实用。