Rapid method for detecting SNPs on agarose gels and its application in candidate gene mapping

TILLING (Targeting Induced Local Lesions IN Genomes) exploits the fact that CEL I endonuclease cleaves heteroduplexes at positions of single nucleotide or small indel mismatches. To detect single nucleotide polymorphisms (SNPs) across a population, DNA pools are created and a target locus under query is PCR-amplified and subjected to heteroduplex formation, followed by CEL I cleavage. Currently, the common method used to detect cleaved products is by polyacrylamide gel electrophoresis using a high-throughput genotyping platform. Exact SNPs are then determined by sequencing. We sought to simplify the detection of CEL I-cleaved products on conventional agarose gels to make the technique more accessible to collaborating partners in developing countries where access to instrumentation could be limiting. Here, we used a panel of stress-related genes to evaluate SNP detection across 48 rice genotypes by contrasting them individually against IR64 and Nipponbare. SNP detection calls corresponded perfectly with those obtained from the Li-Cor genotypers. We were able to detect SNPs in pools of eight DNA templates, suggesting that the agarose gel system could be used to screen for SNPs with comparable throughput as that of the Li-Cor genotypers and showed that the throughput can be increased by analyzing larger amplicons (∼3 kb). The agarose method offers a significant advantage by alleviating the need for labeled primers. We further demonstrated that the agarose method can be effectively used in gene mapping, an application particularly useful for parental lines with low levels of polymorphism. The lower cost and simplicity of the technique make it possible for broader applications of SNP-based markers for germplasm characterization and mapping studies.     

The detection of DNA-binding proteins by protein blotting.

A method, called "protein blotting," for the detection of DNA-binding proteins is described. Proteins are separated on an SDA-polyacrylamide gel. The gel is sandwiched between 2 nitrocellulose filters and the proteins allowed to diffuse out of the gel and onto the filters. The proteins are tightly bound to each filter, producing a replica of the original gel pattern. The replica is used to detect DNA-binding proteins, RNA-binding proteins or histone-binding proteins by incubation of the filter with [32P]DNA, [125I]RNA, or [125I] histone. Evidence is also presented that specific protein-DNA interactions may be detected by this technique; under appropriate conditions, the lac repressor binds only to DNA containing the lac operator. Strategies for the detection of specific protein-DNA interactions are discussed.     

Protein topography of the 40 S ribosomal subunit from Saccharomyces cerevisiae as shown by chemical cross-linking

Protein-protein cross-linking was used to examine the spatial arrangement of proteins within the 40 S ribosomal subunits of Saccharomyces cerevisiae. Purified ribosomal subunits were treated with either 2-iminothiolane or dimethyl 3,3'-dithiobispropionimidate under conditions such that the ribosomal particle was intact and that formation of 40 S subunit dimers was minimized. Proteins were extracted from the treated subunits and fractionated on Sephadex G-150 or by acid-urea-polyacrylamide gel electrophoresis. Cross-linked proteins in these fractions were analyzed by two-dimensional diagonal sodium dodecyl sulfate-polyacrylamide gel electrophoresis. Constituent members of cross-linked pairs were radiolabeled with 125I and identified by two-dimensional gel electrophoresis and comparison with nonradioactive ribosomal protein markers. Forty-two pairs involving 25 of the 32 40 S subunit proteins were identified. Many proteins were detected in several cross-linked dimers. These proteins with multiple cross-links form foci for the construction of a schematic model of the spatial arrangement of proteins within the 40 S subunit.     

Cross-linking study on protein topography of rat liver 60 S ribosomal subunits with 2-iminothiolane

Rat liver 60 S ribosomal subunits were modified with 2-iminothiolane. After treatment with hydrogen peroxide, the cross-linked proteins were extracted and then separated into 24 fractions by chromatography on carboxymethylcellulose. Each protein fraction was then analyzed by diagonal polyacrylamide-sodium dodecyl sulfate gel electrophoresis (Sommer, A., and Traut, R.R. (1974) Proc. Natl. Acad. Sci. U. S. A. 71, 3946-3950). The pieces of gel containing cross-linked protein spots that were shifted from the diagonal line were labeled with 125I. The labeled protein was extracted from the gel and identified by three kinds of two-dimensional gel electrophoresis, followed by autoradiography. Fifty-three cross-linked protein pairs involving 35 protein species containing two acidic proteins were identified. From these and previous results, a preliminary model of the protein topography of the 60 S ribosomal subunit was constructed and discussed in relation to other functional data on 60 S ribosomal proteins.     

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.     

Studies on structural proteins of the rat liver ribosomes. I. Molecular wights of the proteins of large and small subunits.

Structural proteins of active 60-S and 40-S subunits of rat liver ribosomes were analysed by two-dimensional polyacrylamide gel electrophoresis. 35 and 29 spots were shown on two-dimensional gel electrophoresis of proteins from large and small subunits, respectively. It was noted that the migration distances of stained proteins with Amido black 10B remained unchanged in the following sodium dodecyl sulfate-acrylamide gel electrophoresis, although some minor degradation and/or aggregation products were observed in the case of several ribosomal proteins, especially of those with high molecular weights. This finding made it possible to measure the molecular weight of each ribosomal protein in the spot on two-dimensional gel electrophoresis by following sodium dodecyl sulfate-acrylamide gel electrophoresis. The molecular weights of the protein components of two liver ribosomal subunits were determined by this 'three-dimensional' polyacrylamide gel electrophoresis. The molecular weights of proteins of 40-S subunits ranged from 10 000 to 38 000 and the number average molecular weight was 23 000. The molecular weights of proteins of 60-S subunits ranged from 10 000 to 60 000 and the number average molecular weight was 23 900.     

The QUEST system for quantitative analysis of two-dimensional gels

The strategies and methods used by the QUEST system for two-dimensional gel analysis are described, and the performance of the system is evaluated. Radiolabeled proteins, resolved on two-dimensional gels and detected using calibrated exposures to film, are quantified in units of disintegrations per minute or as a fraction of the total protein radioactivity applied to the gel. Spot quantitation and resolution of overlapping spots is performed by two-dimensional gaussian fitting. Pattern matching is carried out for groups of gels called matchsets, and within each matchset every gel is matched to every other gel. During the matching process, spots are automatically added to each pattern at positions where unmatched spots were detected in other patterns. This results in enhanced accuracy for both spot detection and for matching. The spot fitting procedure is repeated after matching. Tests show that up to 97% of spots in each pattern can be matched and that fewer than 1% of the spots are matched inconsistently. Approximately 2000 proteins are detected from typical gels. Of these 1600 are high quality spots. Tests to measure the coefficient of variation of spot quantitation versus spot quality show that the average coefficient of variation for high quality spots is 21%. The intensities of the detected proteins range from 4 to 20,000 ppm of total protein synthesis. The QUEST analysis system has been used to build a quantitative database for the proteins of normal and transformed REF52 cells, as presented in the accompanying reports (Garrels, J., and Franza, B. R., Jr. (1989) J. Biol. Chem. 264, 5283-5298, 5299-5312).     

Yet another improved silver staining method for the detection of proteins in polyacrylamide gels

Silver staining is very sensitive for detection of proteins in polyacrylamide gels and different procedures have been published. By combining and modifying some of the recipes, a very reproducible method, which is based upon staining with diamine complexes of silver, has been developed. The background staining is negligible and reduced silver does not precipitate on the gel surface. The technique works very well for sodium dodecyl sulfate-polyacrylamide gel electrophoresis in both homogeneous and in gradient gels as well as for two-dimensional (2-D) PAGE. It was possible to detect 1-10 ng of protein corresponding to approximately 50 pg/mm2, provided that a discontinuous buffer system was used, which gives sharp bands.     

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.     

Cross-linking study on localization of the binding site for elongation factor 1 alpha on rat liver ribosomes

Complexes containing rat liver 80 S ribosomes, poly(uridylic acid), phenylalanyl-tRNA, elongation factor 1 alpha, and guanylyl(beta, gamma-methylene)-diphosphonate were prepared. Neighboring proteins in the complexes were cross-linked with the bifunctional reagent 2-iminothiolane. Proteins were extracted and then separated into 26 fractions by chromatography on carboxymethylcellulose. Each protein fraction was subjected to diagonal polyacrylamide-sodium dodecyl sulfate gel electrophoresis. Four cross-linked pairs containing elongation factor 1 alpha were on the vertical line below the diagonal. The ribosomal protein spot of each pair was cut out from the gel plate and labeled with 125I. The labeled proteins were extracted from the gel and identified by two-dimensional gel electrophoresis, followed by autoradiography. The following proteins of both 60 S and 40 S subunits were identified: L12, L23, L39, S23/S24, and S26, three proteins of which had been found to be cross-linked also to elongation factor 2 (Uchiumi, T., Kikuchi, M., Terao, K., Iwasaki, K., and Ogata, K. (1986) Eur. J. Biochem. 156, 37-44). These results afford direct evidence that both elongation factors interact with partially overlapping sites on rat liver ribosomes.     

Identification of homologous ribosomal proteins in HeLa cells and in Tetrahymena pyriformis. A study of proteins binding 5-S RNA and acidic proteins released from 40-S subunits by EDTA

Tetrahymena pyriformis 60-S ribosomal subunits treated with EDTA release a 7-S particle containing 5-S RNA and a 36000-Mr protein that is similar to mammalian 5-S-RNA-binding protein L5 in molecular weight, in two-dimensional acrylamide gel mobility, and in peptide pattern as generated by a simple, one-dimensional acrylamide gel technique. Human and T. pyriformis 40-S ribosomal subunits, treated with buffers lacking magnesium or containing EDTA, release varying amounts of two large acidic proteins. We have identified these released proteins by two-dimensional gel electrophoresis.     

Identification of neighboring protein pairs in the 60 S ribosomal subunits from Saccharomyces cerevisiae by chemical cross-linking

Protein-protein cross-linking was used to determine the spatial arrangement of proteins within the 60 S ribosomal subunits of Saccharomyces cerevisiae. Protein cross-links were generated by treatment of intact ribosomal subunits with dimethyl 3,3'-dithiobispropionimidate. Proteins were extracted from the treated subunits and fractionated by Cm-cellulose chromatography. Cross-linked proteins in these fractions were analyzed by electrophoresis on two-dimensional diagonal polyacrylamide gels containing sodium dodecyl sulfate. Component members of cross-linked pairs were radiolabeled with 125I and identified by two-dimensional gel electrophoresis and comparison with nonradioactive ribosomal protein markers. Seventeen pairs involving 16 of the 45 60 S subunit proteins were identified. Several proteins were detected in numerous cross-linked dimers and were used as foci for constructing a model depicting the arrangement of proteins within the 60 S ribosomal subunit. The model also incorporated previously published data on structure and function of proteins from the yeast 60 S subunit.     

Probing the sulfhydryl groups of nuclear matrix proteins with 6-iodoacetamidofluorescein

Rat liver nuclear matrices were reacted with the fluorescent dye 6-iodoacetamidofluorescein and the matrix proteins were then separated by one and two-dimensional polyacrylamide gel electrophoresis. Upon transillumination with U.V. light it was possible to see that several proteins had reacted with the dy, thus indicating the presence of free -SH groups. This labelling technique allowed the detection of a large number of proteins, being several folds more sensitive than conventional Coomassie Blue staining, as demonstrated by two-dimensional electrophoretical separation. If nuclear matrices were treated with reducing agents before being reacted with 6-iodoacetamidofluorescein, the fluorescence increased with about the same intensity in all the protein bands. It is proposed that 6-iodoacetamidofluorescein can be used as a specific and very sensitive probe to study the -SH groups of nuclear matrix proteins.     

Proteomic analysis of RNA-binding proteins in dry seeds of rice after fractionation by ssDNA affinity column chromatography

In proteomic analysis, one of the major limitations is the detection of low-abundance proteins. To detect low-abundance RNA-binding proteins in mature dry seeds of rice, fractionation by single stranded DNA (ssDNA) affinity column chromatography was carried out before analysis by two-dimensional gel electrophoresis (2-DE). Proteomic analysis of the ssDNA-binding fraction revealed the existence of three types of RNA-binding proteins, including a K homology (KH) domain containing protein, a putative RNA-binding protein and a glycine-rich RNA-binding protein, in mature seeds. In addition, decreases in the putative RNA-binding protein and glycine-rich RNA-binding protein after absorbing water in seeds appear to be associated with seed germination.     

Variations on a theme: Changes to electrophoretic separations that can make a difference

Electrophoretic separations of proteins are widely used in proteomic analyses, and rely heavily on SDS electrophoresis. This mode of separation is almost exclusively used when a single dimension separation is performed, and generally represents the second dimension of two-dimensional separations.Electrophoretic separations for proteomics use robust, well-established protocols. However, many variations in almost all possible parameters have been described in the literature over the years, and they may bring a decisive advantage when the limits of the classical protocols are reached.The purpose of this article is to review the most important of these variations, so that the readers can be aware of how they can improve or tune protein separations according to their needs.The chemical variations reviewed in this paper encompass gel structure, buffer systems and detergents for SDS electrophoresis, two-dimensional electrophoresis based on isoelectric focusing and two-dimensional electrophoresis based on cationic zone electrophoresis.     

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.     

A duplex approach for immunochemical staining and typing of proteins in Western blots

The qualitative and semiquantitative Western blotting technique enables the detection of separate proteins and the determination of subtypes and fragments by specific immunological reactions. Protein typing on immunoblots is restricted to antibody-specific determination, with the result of a specific banding pattern. For protein characterization, several antibodies that recognize different epitopes within the protein sequence are used. However, repeated or parallel gel runs are needed. Here we describe a sequential determination of prion proteins in healthy and pathological states that both consist of di-, mono-, and nonglycosylated isoforms using a single blot with two antibodies from two species that recognize one antigen with two epitopes. The band signals are visualized by using different chemiluminescent substrate reactions. This application can be used in the fields of diagnostics and public health to detect full-length and fragmented proteins and can also be used for characterization of overlaying proteins.     

Determination of the intracellular state of soluble macromolecules by gel filtration in vivo in the cytoplasm of amphibian oocytes

A method to examine the diffusible state and the sizes of major cytoplasmic proteins in a living cell is described. Small (40-300 microns) commercially available gel filtration beads of a broad range of Mr exclusion limits were microsurgically implanted into the cytoplasm of oocytes of the frog, Xenopus laevis, usually after metabolic labeling of oocyte proteins with [35S]methionine. After equilibration in vivo for several hours, the appearance of the implanted cells, notably the bead-cytoplasm boundary, was examined by light and electron microscopy of sections and found to be unaffected. After incubation the beads were isolated, briefly rinsed, and their protein contents examined by one- or two-dimensional gel electrophoresis. We show that diffusible proteins can be identified by their inclusion in the pores of the gel filtration beads used and that their approximate sizes can be estimated from the size exclusion values of the specific materials used. The application of this method to important cell biological questions is demonstrated by showing that several "karyophobic proteins," i.e., proteins of the cytosolic fraction which accumulate in the cytoplasm in vivo, are indeed diffusible in the living oocyte and appear with sizes similar to those determined in vitro. This indicates that the nucleo-cytoplasmic distribution of certain diffusible proteins is governed, in addition to size exclusion at nuclear pore complexes and karyophilic "signals," by other, as yet unknown forces. Some possible applications of this method of gel filtration in vivo are discussed.     

Fluorography of tritium-labeled proteins in silver-stained polyacrylamide gels

Silver-staining of polyacrylamide gel electrophoresis (PAGE)-separated proteins allows sensitive detection of proteins but severely reduces the ability to detect weak beta-emitters present in the protein band. A simple procedure is described in which silver can be removed from a silver-stained PAGE gel (deargentation) using photographic fixer, and the silver-free gel can be enhanced and used for fluorography. A quantitative study of sensitivity is reported for 3H-labeled bovine serum albumin with a one-dimensional sodium dodecyl sulfate-PAGE slab gel.