A new method for assigning common spot boundaries for multiple gels in two-dimensional gel electrophoresis

The benefits of defining common spot boundaries when several gels from 2-DE are compared and analyzed have lately been stressed by both commercial software producers and users of this software. Though the importance of common spot boundaries is clearly stated, few reports exist that target this issue explicitly. In this study a method for defining common spots boundaries is developed, called the spot density method. The method consists of the following steps: segmentation and spot identification on each individual gel, transferring the spot-center coordinates for all gels onto a single new gel, collecting spot centers clustered together in the new gel and finally assigning pixels and new spot boundaries based on the spots in each cluster. The method is compared to a synthetic gel approach, and validated by visual inspection of three representative areas in the gels. The gel images need to be aligned prior to segmentation and spot identification, but the method can be used regardless of the choice of segmentation procedure. This makes the method an easy extension to existing methods for spot identification and matching. Conclusions based on the visual inspection are that the spot density method identifies partly overlapping spots and low-intensity spots better than the synthetic gel approach.     

Software-induced variance in two-dimensional gel electrophoresis image analysis

Experimental variability in 2-DE is well documented, but little attention has been paid to variability arising from postexperimental quantitative analyses using various 2-DE software packages. The performance of two 2-DE analysis software programs, Phoretix 2D Expression v2004 (Expression) and PDQuest 7.2 (PDQuest), was evaluated in this study. All available background subtraction and smoothing algorithms were tested using both data generated from one single 2-DE gel image, thus excluding experimental variance, and with authentic sets of replicate gels (n = 5). A slight shift of the image boundaries (the "cropping area") caused both programs to induce variance in protein spot quantification of otherwise identical gel images. The resulting variance for PDQuest (CV(mean) = 8%) was approximately twice that for Expression (CV(mean) = 4%). In authentic sets of replicate 2-DE gels (n = 5), the experimental variance confounded the software-induced variance to some extent. However, Expression still outperformed PDQuest, which exhibited software-induced variance as high as 25% of the total observed variance. Surprisingly, the complete omission of background subtraction algorithms resulted in the least amount of software-based variance. These data indicate that 2-DE gel analysis software constitutes a significant source of the variance observed in quantitative proteomics, and that the use of background subtraction algorithms can further increase the variance.     

A novel probe for chemiluminescent image detection of proteins in two-dimensional gel electrophoresis

Carrier ampholytes were found to enhance the chemiluminescence (CL) emission from the 3-aminophthalic hydrazide (luminol)-hydrogen peroxide system. They can be used as a chemiluminescent probe for rapid detection of major proteins in gels. This probe attracted much interest due to its ability to attach proteins, and to the possibility to combine it with separation techniques generating the CL emission directly. Increased signal intensity was achieved employing optimized concentrations of the carrier ampholyte enhancer. The binding of carrier ampholyte to proteins was found to occur at the pI of the proteins. Proteins from different regions of the gels were identified by their matrix-assisted TOF mass spectra and by appropriate database search, the results illustrating the possibility of major protein detection in human serum. Direct CL image detection with the carrier ampholyte probe can be applied for the detection of characteristic proteins in patients, i.e., proteins which cannot be detected without the probe.     

A simple system for staining protein and nucleic acid electrophoresis gels

Researchers in molecular biology spend a significant amount of time tending to the staining and destaining of electrophoresis gels. Here we describe a simple system, costing approximately $100 and taking approximately 1 h to assemble, that automates standard nucleic acid and protein gel staining protocols. Staining is done in a tray or, with DNA gels, in the electrophoresis chamber itself following automatic detection of the voltage drop. Miniature pumps controlled by a microcontroller chip exchange the necessary solutions at programmed time intervals. We demonstrate efficient and highly reproducible ethidium bromide and methylene blue staining of DNA in agarose gels and Coomassie blue and silver staining of proteins in polyacrylamide gels.     

Toward an integrated microchip sized 2-D polyacrylamide slab gel electrophoresis device for proteomic analysis

We describe a miniaturized instrument capable of performing 2-DE. Our miniaturized device is able to perform IEF and polyacrylamide slab gel electrophoresis (PASGE) in the same unit. It consists of a compartment for a first-dimensional IEF gel, which is connected to a second-dimensional PASGE gel. The focused samples are automatically transferred from the IEF gel to the PASGE gel by electromigration. Our preliminary experiments show that the device is able to focus and separate a mixture of proteins in approximately 1 h, excluding the time required for the staining procedure. On average, the gel-to-gel retardation factor (Rf) variation was 6.2% (+/-0.9%) and pI variation was 2.5% (+/-0.6%). Separated protein spots were excised from stained gels, digested with trypsin, and further identified by MS, thus enabling direct proteomic analysis of the separated proteins.     

Horizontal comparative fluorescence two‐dimensional gel electrophoresis for improved spot coordinate detection

Vertical comparative 2D fluorescence gel electrophoresis (CoFGE) has recently been shown to increase the reproducibility of coordinate assignment for protein spots, in particular in singular experiments, which cannot be investigated using DIGE. The method applies a standardized marker grid formed by a set of purified proteins to the sample proteome in a conglomerate of 1DE, 2DE, and DIGE. Here, improvements are demonstrated by transferring CoFGE to horizontal 2DE. These include the elimination of the protein modification by residual acrylamide monomer unavoidable in vertical CoFGE, reduced buffer volumes, and highly efficient laboratory procedures. Spot patterns are well defined and can be easily analyzed using commercially available warping algorithms. With horizontal CoFGE also a correction for changes in pI was introduced using a third fluorescent dye. Horizontal CoFGE holds high promises in comparative proteomics.     

An improved pixel-based approach for analyzing images in two-dimensional gel electrophoresis

An improved pixel-based approach for analyzing 2-DE images is presented. The key feature of the method is to create a mask based on all gels in the experiment using image morphology, followed by multivariate analysis on the pixel level. The method reduces the impact of noise and background by identifying regions in the image where protein spots are present, but make no assumption on individual spot boundaries for isolated spots. This makes it possible to detect significant changes in complex regions, and visualize these changes over multiple gels in an easy way. False missing values and spot volumes caused by imposing erroneous spot boundaries are thus circumvented. The approach presented gives improved pixel-based information from the gels, and is also an alternative to existing methods for data-reduction, significance testing and visualization of 2-DE data. Results are compared with software using a common spot boundary approach on an experiment consisting of 35 full size gel images. Gel alignment is required before analysis.     

Automated protein analysis by online detection of laser-induced fluorescence in slab gels and 3-D geometry gels

Sodium dodecyl sulfate-polyacrylamide gel electrophoresis (SDS-PAGE) still remains the most reliable and comprehensive analytical method for the evaluation of protein extracts. However, conventional SDS-PAGE is time-consuming and, thus, unpractical if several tens or hundreds of samples must be examined. We show that SDS-PAGE protein analysis can be automated using slab gel DNA sequencers and compare the instrument's performance with conventional SDS-PAGE in terms of resolution, sensitivity and sample capacity. Labeled protein bands are detected online by laser-induced fluorescence (LIF) and the acquired signals are electronically stored for further processing, avoiding gel staining and scanning. Appropriate software allows immediate display of recorded data and convenient evaluation. The method provides a higher sensitivity and dynamic range than conventional Coomassie-stained gels and the resolution of proteins with different masses is independent of the polyacrylamide concentration. Internal markers can also be used for direct quantification and assignment of the molecular masses. Additionally, we present a novel electrophoresis instrument for the simultaneous separation and online LIF detection of all samples of a microtiterplate in parallel lanes in a 3-D geometry gel cylinder. The specific gel thermostatting concept prevents irregular sample migration (smiling) and improves the reproducibility and comparability of individual separation patterns. In combination with the expected large capacity of 384 or 1,536 samples, this makes the instrument a valuable tool for high-throughput comparative screening applications.     

High-sensitivity staining of proteins for one- and two-dimensional gel electrophoresis using post migration covalent staining with a ruthenium fluorophore

This paper describes the use of a ruthenium complex ((bis(2,2'-bipyridine)-4'-methyl-4-carboxybipyridine-ruthenium-N-succidimyl ester-bis(hexafluorophosphate), abbreviated below as ASCQ_Ru) commercially available and chemically pure. This new ruthenium complex ASCQ_Ru brings an activated ester, allowing the selective acylation of amino acid side chain amines for the post migration staining of proteins separated in 1-DE and 2-DE. The protocol used is a simple three-step protocol fixing the proteins in the gel, staining and then washing, as no lengthy destaining step is required. First the critical staining step was optimized. Although in solution the best described pH for acylating proteins with this reagent is phosphate buffer at pH 7.0, we found that best medium for in-gel staining is unbuffered ACN/water solution (20/80 v/v). The two other steps are less critical and classical conditions are satisfactory: fixing with 7% acetic acid/10% ethanol solution and washing four times for 10 min with water. Sensitivity tests were performed using 1-DE on protein molecular weight markers. We obtained a higher sensitivity than SYPRO Ruby with a detection limit of 80 pg of protein per well. However, contrary to SYPRO Ruby, ASCQ_Ru exhibits a logarithmic dependency on the amount of protein. The dynamic range is similar to SYPRO Ruby and is estimated between three and four orders of magnitude. Finally, the efficiency of the post migration ASCQ_Ru staining for 2-D gel separation is demonstrated on the whole protein extract from human colon carcinoma cells lines HCT 116. ASCQ_Ru gave the highest number of spot detected compared to other common stains Colloidal CBB, SYPRO Ruby and Deep Purple.     

The inter‐ and intra‐operator variability in manual spot segmentation and its effect on spot quantitation in two‐dimensional electrophoresis analysis

Separation of complex mixtures of proteins by 2‐DE is a fundamental component of current proteomic technology. Quantitative analysis of the images generated by digitization of such gels is critical for identifying alterations in protein expression within a given biological system. Software packages are designed for this purpose. The accurate definition of protein spot boundaries, using a suitable method of image segmentation, is a key requirement for image analysis. It is often necessary for operators to intervene manually to correct mistakes in spot segmentation; therefore operator subjectivity and differences in ability can weaken the analysis. We estimated the error in spot quantification after manual spot segmentation, which was performed by different operators, using two different software packages. Our results clearly show that this operation was associated with significant inter‐ and intra‐variability and an overestimation of subsequent spot intensity, especially when spots were weak. For comparative studies, we suggest separately analysing spots which have been manually segmented by imposing a requirement for at least a threefold difference in spot intensity in addition to use of statistical tests.     

Chemiluminescence-based detection technologies for biomolecules, mainly in gel electrophoresis

We provide an overview of powerful applications of chemiluminescence (CL) analysis for biomolecules, mainly in gel electrophoresis. In routine immunoassays, CL labels and detection reactions are widely used for peroxidase and alkaline-phosphatase enzymes. The sensitivity, the dynamic range and the diversity of CL assays have led to a vast range of applications, notably in protein and nucleic-acid blotting. Non-enzymatic CL detection is also being developed gradually.Direct CL detection of biomolecules in gels has emerged recently, with simple, convenient and rapid methods. It offers substantial potential to detect many proteins or nucleic acids in complex biological samples. In addition, metallic nanoparticles and catalytic nucleic acids are also potential candidates for CL detection of biomolecules in the future.     

Two-dimensional electrophoresis analysis of proteomics based on image feature and mathematical morphology

Protein analysis techniques, including 2-D electro- phoresis, image analysis, biological mass spectrometry, database search, etc., are fundamental technologies of proteomics, a front area in biochemistry and life sci- ences[1―3]. Among them image analysi…     

Imaging and detection technologies for image analysis in electrophoresis

Image capture is the first step of image analysis. There are two major devices for image capture in the field of electrophoresis. One is the charged-couple device (CCD) camera and the other is the scanner. Image capture technologies have shown great progress in recent years especially in the field of fluorescence detection and chemiluminescent detection. The direction of image analysis is high resolution, wide dynamic range and high density precision and this holds true for the CCD camera system. Various components in the CCD camera system suitable for high-sensitive fluorescence detection and chemiluminescent detection are explained. As an example, the LAS-1000plus camera system which has 1364 x 922 pixels and generates 14-bits image is introduced. Powerful cooling enables overnight exposure of chemiluminescence. Introduction of blue light-emitting diode (LED) as excitation light source improved safety to eyes. Two types of scanners for fluorescence detection and the specific characteristics are explained. There are mechanical scanning systems using confocal optics and optical scanning systems using light collecting guide optics. Deep focusing range and equal fluorescence intensity at various depth is a characteristic feature of light collecting guide optics.     

Determination and prediction of transfer ratios for anions in capillary zone electrophoresis with indirect UV detection

Transfer ratios (i.e. the number of moles of the UV-absorbing probe anion displaced by one mole of analyte anion) were determined for the separation of inorganic and organic anions by capillary zone electrophoresis using indirect UV absorbance detection. When the electrolyte was buffered and contained only the probe anion and a single counter-cation, transfer ratios calculated from Kohlrausch theory were found to agree well with values obtained experimentally from accurately determined mobility data. However, these electrolyte systems gave long analysis times and were therefore considered impractical. More useful electrolytes were obtained by the addition of surfactants to suppress or reverse the electroosmotic flow but the co-anion introduced with the surfactant can reduce the value of the measured transfer ratio and hence adversely affect sensitivity. This problem was overcome by the use of a surfactant in the hydroxide from such as cetyltrimethylammonium hydroxide combined with a suitable buffering counter-cation such as protonated 1,3-bis[tris(hydroxymethyl)-methylamino]-propane or tris(hydroxymethyl)aminoethane. Four buffered electrolytes consisting of chromate, benzoate, phthalate, or trimellitate as probes and a suitable surfactant were used to determine transfer ratios. These systems were shown to give transfer ratios that were close to those calculated from Kohlrausch theory, thereby enabling prediction of experimental conditions giving maximum transfer ratios.     

Optimizing soluble protein extraction and two-dimensional polyacrylamide gel electrophoresis quality for extremophile ciliates

An efficient protein extraction methodology is quite important for sample preparation and subsequent 2-D PAGE and MS analysis. Cell lysis is the first step in protein extraction and purification. Many techniques are available for cell disruption, including physical and detergent-based methods. Here, we report on a very fast and efficient detergent-free Tris-based method to extract the soluble fraction proteins of extremophile ciliates, comparing it with a detergent-based protocol. This comparison has been carried out by means of 2-D PAGE and subsequent MALDI-compatible silver staining of protein samples obtained from the intensely pigmented hypersaline ciliate Fabrea salina and the Antarctic hypotrich ciliate Euplotes focardii. Our results indicate that this fast and easy extraction method allows to obtain more clear crude extracts and more spot-abundant polyacrylamide gels.     

A competent extraction method of plant proteins for 2-D gel electrophoresis

The efficient extraction of high‐quality proteins is a key factor for a successful proteomic analysis approach. In the method suggested here, absolute ethanol containing 10 mM DTT was used to precipitate the proteins in plant tissue homogenates followed by their resuspension in a urea‐/thiourea‐ and NP‐40‐containing solution. Protein profiles were examined on pH 3–11 non‐linear IEF strips and SDS‐PAGE and compared with extracts using the established method of acetone‐10% TCA/0.07% 2‐mercaptoethanol precipitation (V. Méchin et al., Methods Mol. Biol. 2006, 355, 1–8). In addition to protein profile similarity for the two extracts, the acidic part of the acetone containing 10% TCA/0.07% 2‐mercaptoethanol extraction showed protein spots with high molecular weight in the range of 250–150 kDa, while the ethanol containing 10 mM DTT extracts indicated extra proteins spots at the basic part of the gels with molecular weights in the range of 25–15 kDa. The MALDI‐TOF‐MS of differential spots from acetone containing 10% TCA/0.07% 2‐mercaptoethanol precipitation method and absolute ethanol containing 10mM DTT indicated no similarity, ruling out the possibility that the two clusters shown represent identical proteins. The described method is easy in implementation, chemicals used are less toxic and proteins are easier to resuspend therefore presents an additional choice to implement towards finding the optimum method for extraction.     

Counterion-dye staining for DNA in electrophoresed gels using indoine blue and methyl orange

In this study, we describe a sensitive staining method for DNA in agarose and polyacrylamide gels using organic visible dyes, indoine blue (IB) and methyl orange (MO). The counterion-dye staining method uses two oppositely charged dyes to form a hydrophobic ion pair complex in the staining solution. A decrease in the number of free forms of dyes in staining solution can enhance the selectivity of binding between the dye and DNA, and can reduce nonspecific background staining. As a result, the sensitivity of counterion-dye staining was significantly improved compared with other dye-based staining. This method uses a staining solution consisting of 0.008% IB, 0.002% MO, 10% ethanol and 0.2 M sodium acetate at pH 4.7, and can detect 5 ng of lambda DNA/HindIII within 60 min in agarose gels and 10 ng of PhiX174 DNA/HaeIII within 20 min in polyacrylamide gels.     

Time-based analysis of silver-stained proteins in acrylamide gels

Silver staining of proteins after PAGE often remains the method of choice in many laboratories. Nevertheless, it is known that quantification of protein levels is keenly restricted to a small range of protein concentrations leading to an over- or underestimation of protein amounts. To overcome this, a time-based analysis method was developed to avoid the saturation effect of the silver-staining reaction, thus resulting in an improved dynamic range of the gel image produced and therefore better quantification of proteins. Instead of the well-known end-point image analysis, gray intensities of time series images of a developing gel are determined and times until a threshold gray value is reached are calculated. These times are used to calculate a new grayscale image which can be analyzed using commercial image processing software.     

2-D native-PAGE/SDS-PAGE visualization of an oligomer's subunits: application to the analysis of IgG

A 2-D native-PAGE/SDS-PAGE method for detecting the subunit components of protein oligomers at low picomole sensitivity is presented. IgG was electrophoresed in a native acidic polyacrylamide gel in amounts ranging from 51 pmol to 60 fmol. Silver-staining (native fast silver stain, ammoniacal silver stain, permanganate silver stain), Coomassie-staining (R-250, G-250), metal ion-reverse-staining (zinc, copper), and fluorescent chromophore-staining (SYPRO Ruby) methods were used to visualize the IgG oligomers. The protein zones were then excised, separated by SDS-PAGE, and subunits visualized with a permanganate silver stain. The Coomassie R-250/permanganate silver-staining combination detected IgG subunits using 2 pmol of sample. Coomassie G-250 and native fast silver staining in the first-dimensional gel produced detectable subunits in the second-dimensional separation at 3 and 13 pmol, respectively. Staining with silver (ammoniacal, permanganate), copper, zinc, or SYPRO Ruby in the first-dimensional gel did not produce discernible subunits in the second-dimensional gels due to protein streaking or protein immobilization in the native gel. When using a 2-D native-PAGE/SDS-PAGE system, Coomassie staining of the first-dimensional native gel combined with permanganate silver staining of the second-dimensional denaturing gel provides the most sensitive method (2-3 pmol) for visualizing constituent subunits from their oligomeric assemblies.