Genomically linked cellular protein databases derived from two-dimensional polyacrylamide gel electrophoresis

In its most useful form a cellular protein database should be genomically based, because it is the genome which determines both the total number of proteins a cell can make and the particular ones that will be made under any given condition. Such a database should trace each protein back to its structural gene, and should account for every structural gene of a cell. Recent advances in molecular biology greatly facilitate the construction of such gene-protein databases. The mapping of genes of unidentified proteins resolved from total cell extracts on two-dimensional gels can now be accomplished by largely biochemical methods, without the necessity of isolating mutants or performing genetic crosses. Other techniques permit one to search gels for the product of any newly discovered gene (or open reading frame) suspected of encoding a protein. Consequently, gene-protein indices can be built independently and simultaneously from either direction--deducing the genetic map from the protein pattern, or finding the protein pattern from information encoded in the genome. A database of this sort is being constructed for the bacterium, Escherichia coli. Given the current pace of DNA nucleotide sequencing, the development of total gene-protein indices for a variety of cells can be anticipated in the near future.     

High resolution two-dimensional polyacrylamide gel electrophoresis

The combination of two different gel electrophoretic techniques in a two-dimensional separation procedure provides the resolution capacity required for the simultaneous separation and analysis of complex protein mixtures. This technique is therefore a powerful tool for the study of phenotypic expression.     

Determination of protein spots separated by two-dimensional polyacrylamide gel electrophoresis

A simple method for quantitating proteins in the spots on two-dimensional polyacrylamide gel electropherograms is described. The system consists in three steps: (1) O'Farrell's two-dimensional gel electrophoresis of the proteins to be analysed; (2) staining of the gels with Coomassie brilliant blue; and (3) determination of the area and integrated density of the stained spots by the Joyce Loebl Magiscan-1 image analysis system. The method can be used for the determination of proteins in the range 0.5-100 micrograms/cm2; the amount of protein involved in most spots detected by the staining method actually falls within this range. As the minimum spot diameter that can easily be handled by the method is about 2 mm, as much as 30 ng of protein in such a spot can be determined. The method can also be applied to autoradiograms.     

Workshop on two-dimensional gel protein databases.

A workshop on two-dimensional gel electrophoresis (2-DE) protein database, organized by the Committee on Data for Science and Technology (CODATA) of the International Council of Scientific Unions Task Group on Biological Macromolecules, was held at the CODATA Secretariat in Paris on March 9, 1992. Eleven scientists from eight different countries represented various aspects of 2-DE analysis--namely, cellular protein database development and protein microsequencing methodologies. The purpose of the workshop was to explore means of integrating the rapidly expanding body of information on 2-DE resolved proteins from different laboratories. A major proposal emanating from the workshop was the establishment of an intermediary or "relational" 2-DE gel protein database. This intermediary database, which would catalogue pertinent information on 2-DE resolved proteins (experimental source, 2-DE loci, biological information, etc.) could be an adjunct to, and accessed through, the existing international protein sequence databanks. It would function as a pointer for researchers to the individual 2-DE protein databases where primary and more specialized 2-DE data would be housed.     

Ongoing development of two-dimensional polyacrylamide gel electrophoresis data standards

We present an approach toward standardizing two-dimensional polyacrylamide gel electrophoresis (2-D PAGE) data in support of developing a globally relevant proteomics consensus in order to provide more efficient database querying and data comparisons through the establishment of the necessary definitions and interdisciplinary reference fields for both the 2-D PAGE community, particularly in the proteomics area, and the clinical and experimental biological research communities, in general. This article covers the need for unifying the 2-D PAGE data through a common data repository, and its usefulness in data standards and data interoperability.     

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.     

Esophageal carcinoma-associated proteins detected by two-dimensional polyacrylamide gel electrophoresis

Patterns of proteins of five surgically resected esophageal carcinomas were studied by two-dimensional polyacrylamide gel electrophoresis with silver staining. The samples of normal esophageal mucosa and esophageal carcinoma from the same patient were compared. Each gel had ca. 300 protein spots and had a similar pattern of proteins. Four spots were observed in all of the esophageal carcinomas that were not present in any of the normal mucosae. The molecular weights and isoelectric points were 46,000 and 5.3, 46,000 and 5.2, 36,000 and 4.7 and 33,000 and 5.1, respectively. One spot was observed in all of the normal mucosae but not in any of the esophageal carcinomas. Its molecular weight and isoelectric point were 27,000 and 5.3, respectively.     

Study of grasshopper meiosis-associated proteins using two-dimensional polyacrylamide gel electrophoresis

Premeiotic and meiotic whole testes from grasshoppers were compared for the presence of meiosis associated proteins using one- and two-dimensional sodium dodecyl sulphate-polyacrylamide gel electrophoresis. One-dimensional sodium dodecyl sulphate-polyacrylamide gels detected differences between premeiotic and meiotic samples but two-dimensional gels gave more precise results. Isoelectric focusing revealed only one meiosis-associated protein, while nonequilibrium pH gradient electrophoresis detected five more. It is not known whether these proteins relate to the nuclear aspects of meiosis, or associated cellular changes. These proteins have been electrophoretically purified and monoclonal antibodies are being prepared.     

Information transfer between large and small two-dimensional polyacrylamide gel electrophoresis

To determine the feasibility of data transfer, an interlaboratory comparison was conducted on colon carcinoma cell line (DLD-1) proteins resolved by two-dimensional polyacrylamide gel electrophoresis either on small (6 x 7 cm) or large (16x18 cm) gels. The gels were silver-stained and scanned by laser densitometry, and the image obtained was analyzed using Melanie software. The number of spots detected was 1337+/-161 vs. 2382+/-176 for small vs. large format gels, respectively. After gel calibration using landmarks determined using pl and Mr markers, large- and small-format gels were matched and 712+/-36 proteins were found on both types of gels. Having performed accurate gel matching it was possible to acquire additional information after accessing a 2-D PAGE reference database (http://www.expasy.ch/ cgibin/map2/def?DLD1_HUMAN). Thus, the difference in gel size is not an obstacle for data transfer. This will facilitate exchanges between laboratories or consultation concerning existing databases.     

Identification of proteins from human cerebrospinal fluid, separated by two-dimensional polyacrylamide gel electrophoresis

The aim of this work is to display the protein composition of the cerebrospinal fluid by two-dimensional (2-D) gel electrophoresis and identify it using different mass spectrometric techniques. This will enable us to present an overview of the proteins in human cerebrospinal fluid. The comparison of 2-D gels will help us to analyze the normal protein variability in healthy persons and specific protein variations in patients with different neurological diseases (e.g., morbus Alzheimer, chorea Huntington). However, it is not possible to carry out 2-D gel electrophoresis directly with human cerebrospinal fluid due to the high amount of salts, sugars and lipids present. In addition, the total amount of protein is only as high as 0.3-0.7 microg/microL. Therefore, concentration and desalting steps using precipitation and ultrafiltration are necessary. To date we have been able to identify more than 65 spots from 2-D gels using matrix assisted laser desorption/ionization-mass spectrometry and electrospray ionization-mass spectrometry.     

Solubilization of cellular membrane proteins from Streptococcus mutans for two-dimensional gel electrophoresis

Membrane proteins are rarely identified in two-dimensional electrophoretic (2-DE) proteomics maps. This is due to low abundancy, poor solubility, and inherent hydrophobicity leading to self-aggregation during the first dimension. In this study, membrane proteins from the Gram-positive bacterium Streptococcus mutans were solubilized using three different methods and evaluated by 2-DE. In the first method, the extraction was performed using sodium dodecyl sulfate (SDS) followed by solubilization with a chaotropic buffer and precipitation with methanol/chloroform. The second method was based on temperature-dependent phase partitioning using Triton X-114 followed by purification using the ReadyPrep 2-D clean-up kit from Bio-Rad. The third method involved extraction using the organic solvents trifluoroethanol (TFE) and chloroform, which produced three separate phases. The upper aqueous phase, enriched with TFE, gave the highest overall protein yield and best 2-DE resolution. Protein spot identification by nanoelectrospray quadrupole time of flight (QTOF)-tandem mass spectrometry (MS/MS) revealed known membrane and surface-associated proteins. This is the first report describing the successful solubilization and 2-D electrophoresis of membrane proteins from a Gram-positive bacterium.     

Spot overlapping in two-dimensional polyacrylamide gel electrophoresis separations: a statistical study of complex protein maps

A statistical approach able to extract the information contained in a two-dimenisional polyacrylamide gel electrophoresis (2-D PAGE) separation is here reported. The method is based on the quantitative theory of peak overlapping, a procedure previously developed by the authors and here extended to 2-D separations. The whole map is divided into many strips in order to obtain 1-D separations on which the statistic procedure is applied: the developed algorithms, on the basis of spot experimental data (intensity and spatial coordinates) permit to estimate the intrinsic number of components and to single out the specific order present in spot positions. The procedure was validated on computer-simulated maps. Its applicability to real samples was tested on maps obtained from literature sources. The following important information on protein mixtures can be extracted: (i) the number of proteins can be accurately estimated, on the basis of the spatial coordinates and intensities of spots detected in the 2-D PAGE map; (ii) the model describing distribution of interdistance between adjacent spots can be identified in both the separation dimensions; (iii) the presence of repeated interdistances in spot positions in the maps can be easily singled out: these regularities suggest specific protein modifications.     

Electrospray mass spectra from protein electroeluted from sodium dodecylsulfate polyacrylamide gel electrophoresis gels

Electrospray ionization/tandem mass spectrometry of proteins separated on sodium dodecylsulfate polyacrylamide gel electrophoresis (SDS-PAGE) gels is severely limited by the requirement that the protein be completely separated from the SDS. As shown here, the gaseous noncovalent SDS adducts of protonated proteins thus formed can be dissociated by infrared irradiation. ESI spectra from myoglobin in SDS-containing solutions show molecular ions adducted with up to 15 dodecyl sulfates, but ir irradiation of these ions causes complete dissociation to expel the SDS.     

Capillary electrophoresis/tandem mass spectrometry for analysis of proteins from two-dimensional sodium dodecyl sulfate polyacrylamide gel electrophoresis

Capillary electrophoresis/time-of-flight mass spectrometry(CE/TOFMS) has been used for analysis of in-gel digests of protein spots excised from two-dimensional sodium dodecyl sulfate polyacrylamide gel electrophoresis (2-D SDS-PAGE). An off-line purification and preconcentration procedure with a Zip Tip is used before CE/TOFMS analysis which allows for detection of protein spots with <1 picomole of material from 2-D gels. The off-line procedure provides sufficient purification for analysis while maintaining the quality of the CE separation. Using this procedure, several proteins from Coomassie Blue and zinc negatively stained gels are identified by the peptide maps generated and database searching. CE/TOF tandem mass spectrometry is used for the confirmation of database searching results and structural analysis of peptides that do not match the expected peptide maps obtained from the database in order to identify structural modifications. Several modifications were pinpointed and identified by this method.     

Characterization of human skin fibroblast extracellular proteins by two-dimensional polyacrylamide gel electrophoresis

Human skin fibroblasts secrete over 50 proteins into the culture medium. In this paper these are characterised using two-dimensional polyacrylamide gel electrophoresis and peptide mapping of proteins metabolically labelled in the presence and absence of tunicamycin. Thirty of these proteins have been shown to be N-glycosides, 4 are O-glycosides and 10 are not glycosylated. Of the major proteins, groups 1-4 have previously been shown to be fibroblast specific. Peptide mapping and tunicamycin treatment has identified that groups 1 and 2, and 3 and 4 are closely related and that groups 1 and 3 arise by N-glycosylation of 2 and 4, respectively. The unglycosylated precursor forms of several other proteins have also been identified. This approach to the analysis of protein secretion provides an abundance of information on many proteins simultaneously and can be used to assess the changes in protein secretion associated with development, and to identify extracellular growth factors and other regulatory proteins.     

Spot overlapping in two-dimensional polyacrylamide gel electrophoresis maps: relevance to proteomics

Proteomics requires a large-scale, simultaneous separation of proteins from a mixture, assessment of the relative abundance of these molecules, and identification and characterization of each component. In 2-D PAGE separations, the best method of choice for protein analysis, separation of all the proteins present in the sample is still far to be achieved and comigrating proteins in the same spot are in general present. A statistical estimation of the degree of spot overlapping present in a 2-D PAGE separation is here described: for different conditions of spot overcrowding in the map, the degree of overlapping can be quantified in terms of purity degree of each spot or percentage of proteins that will appear in the map as a single spot. A computer simulation approach is described: it is based on the protein separation pattern present in the experimental maps. The results thus obtained are compared to a theoretical model (statistical degree of peak overlapping model) based on random spot position. The described procedures were applied to an experimental reference map of human plasma. The severity of spot overlapping in 2-D PAGE maps is estimated and the influence of different experimental conditions (strip dimension, detector system performance, pI range) is discussed. These informations are useful to quantitatively estimate the degree of error associated with identification and quantitation of each protein and to set-up experimental conditions which will increase resolution and greatly decrease the probability of spot overlapping.     

Toward a steady-state pore limit electrophoresis dimension for native proteins in two-dimensional polyacrylamide gel electrophoresis

Polyacrylamide gel electrophoresis in linear pore gradients (4.8 to 48% T, 5% CBis) provides for migration arrest, in a practical sense, after about 5000 Vh for proteins of 290 and 450 kDa, but not for smaller proteins over 20,000 Vh. The arrest is not due to inadequate field strength nor is it caused by water redistribution within pore gradient gels. The possibility is being discussed that exponential pore gradients, and a higher or a lower degree of crosslinking suggested by the literature may be remedies for the present failure to arrest the migration of smaller proteins.     

Iron-regulated proteins in Phanerochaete chrysosporium and Lentinula edodes: differential analysis by sodium dodecyl sulfate polyacrylamide gel electrophoresis and two-dimensional polyacrylamide gel electrophoresis profiles

Sodium dodecyl sulfate polyacrylamide gel electrophoresis (SDS-PAGE) and two-dimensional gel electrophoresis (2-DE) were used to identify iron-responsive proteins in the white-rot species (Phanerochaete chrysosporium and Lentinula edodes), by comparing the differential patterns of cellular and membrane proteins obtained from iron-sufficient and iron-deficient mycelia. Six cellular proteins induced by iron restriction have been observed in SDS-PAGE for P. chrysosporium and twelve for L. edodes. In 2-DE, the numbers of iron-restricted induced proteins were 12 and 9, respectively, in a resolution range of 15-60 kDa and pI 4.5-8.1. SDS-PAGE for the plasma membrane protein did not show differences, whereas the outer-membrane protein profile showed 6 and 5 proteins induced by iron depletion in P. chrysosporium and L. edodes, respectively. The results presented here are important data to unravel mechanisms of biosynthesis and/or transport of the iron-complexing agents in ligninolytic fungi and to further correlate them to the ligninolytic processes.     

The analysis of glycoproteins in cells and tissues by two-dimensional polyacrylamide gel electrophoresis

Two-dimensional polyacrylamide gel electrophoresis (2-D PAGE) was used to identify and analyse subsets of proteins in cells and tissues. The combination of 2-D PAGE and [125I] concanavalin A overlay revealed an extraordinary complexity and diversity in the glycoprotein profiles of different cell types. However, the glycoproteins are not expressed idiosyncratically. Rather, their expression is closely linked to the state of differentiation of a particular cell type. Such glycoproteins can therefore be used to generate antibodies specific for differentiated cells. 2-D PAGE analyses of cellular glycoproteins also revealed a major common glycoprotein of 100 kDa. This was localised to the lumen of the endoplasmic reticulum and is referred to as endoplasmin. The combination of 2-D PAGE with electroblotting and 45Ca overlay revealed that endoplasmin and several other luminal endoplasmic reticulum proteins (reticuloplasmins) are high capacity, low affinity calcium binding proteins which could function as calcium storage proteins in the endoplasmic reticulum. One of these called calreticulin is also found in the sarcoplasmic reticulum. 2-D PAGE and 45Ca overlay has been used to demonstrate the presence of a calcium-binding protein (CP22/sorcin) in the cytosol of rodent multidrug resistant cells. Analyses of murine serum by 2-D PAGE revealed the presence of a novel stress protein serum amyloid P component. These studies illustrate the value of 2-D PAGE when used in combination with detection methods which select specific subsets of proteins such as glycoproteins.     

Dialysis-assisted two-dimensional gel electrophoresis

2-DE is an important tool in proteomics research. However, intrinsic gel-to-gel variability of 2-DE often masks the biological differences between the samples and compromises quantitative comparison of protein expression levels. Here, we describe a modification of 2-DE that results in improved matching and quantification of proteins. This was accomplished by performing IEF of two samples in two IPG strips separated by a dialysis membrane. After IEF running, the strips were separated and the SDS-PAGE dimension was accomplished on two individual gels. After gel staining with CBB, ImageMaster 2D Platinum software (Amersham) was used for spot detection and quantification. Analysis of protein extracts from C2C12 myoblasts by this method resulted in 99% spot-matching efficiency and CV in stain intensity (% volume) was less than 0.5 for 98% of spots. We conclude that this technique, called dialysis-assisted gel electrophoresis, gives superior spot matching and quantitative reproducibility compared to IEF conducted on separate strips.