Strain-dependent expression of metabolic proteins in the mouse hippocampus

Individual mouse strains differ significantly in terms of behavior and cognitive function. Strain-specific variation of metabolic protein levels in the hippocampus among various commonly used mouse strains, however, has not been investigated yet. A proteomic approach based on two-dimensional gel electrophoresis (2-DE) coupled with mass spectrometry [high capacity ion trap (HCT)] has been chosen to address this question by determining strain-dependent levels of metabolic proteins in hippocampal tissue of four inbred and one outbred mouse strain. Statistical analysis of protein spots on 2-DE gels of the individual strains (n = 10) revealed significant strain-dependent differences in densities of 39 spots. Subsequent HCT analysis led to the identification of 22 different metabolic proteins presenting with differential protein levels among the five mouse strains investigated. Among those are proteins concerned with the metabolism of amino acid, nucleic acid, carbohydrate and energy. Moreover, proteins known to play a pivotal role in the processes of learning and memory, such as calcium/calmodulin-dependent protein kinase type II alpha chain, were found to present with significant inter-strain variability, which is also in agreement with our previous reports. Strain-specific protein levels of metabolic proteins in the mouse hippocampus may provide some insight into the molecular underpinnings and genetic determination of strain-dependent neuronal function. Furthermore, data presented herein emphasize the significance of the genetic background for the analysis of metabolic pathways in the hippocampus in wild-type mice as well as in gene-targeting experiments.     

Genetic analysis of protein variations in Mus musculus using two-dimensional electrophoresis

We have investigated the variation of proteins from crude homogenates of mouse kidneys in several strains of Mus musculus by means of two-dimensional electrophoresis. In this study, we have used the strains C57BL/6J, DBA/2J, CD-1, M. m. castaneus, and M. m. molossinus, as well as offspring from crosses among these strains. Out of the 100 loci screened, we have found nine loci showing interstrain differences. We have been able to identify three proteins as Id-1, Car-2, and Sep-1. The remaining variants are probably new loci in the mouse. Most of the variants (seven) can be mapped to a chromosome. We have found also that differences in the protein pattern as seen on two-dimensional gels are small among subspecies of Mus musculus.     

Some improvements in two-dimensional gel electrophoresis of proteins. Protein mapping of eukaryotic tissue extracts.

In the course of adapting O'Farrell's (1975, J. Biol. Chem.250, 4007–4021) two-dimensional separation technique for proteins to eukaryotic material, we have made some modifications. During sample preparation, sodium dodecyl sulfate (SDS) can be included, with a resulting enhancement in reproducibility of gel patterns. However, heating in the presence of SDS leads to artifactual spots in the gels, probably as a result of protein charge modifications. Ultracentrifugation reduces the clogging at the top of the isoelectric focussing gel. For electrophoresis, some modifications of apparatus and technique are suggested. For the analysis of gels, a simple high-efficiency method for the counting of radioactivity in spots from dried gel slabs is described. In addition, an inexpensive microdensitometer option is described for the analysis of the autoradiographs. Patterns of proteins obtained from superior cervical sympathetic ganglia of rats and from other eukaryotic tissues are illustrated. Finally, a few of the proteins commonly found in mammalian tissue are identified on the gels.     

Two-Dimensional Gel Electrophoretic Analysis of the Cerebella from Neuro-Pathologically-Mutant Weaver,Nervous and Staggerer Mice1

We have analysed the proteins of the cerebella from mutant and control mice by applying high resolution two-dimensional polyacrylamide gel electrophoresis. The tissue of each cerebellum and also the pallium cerebri were fractionated into water-soluble and particulate fractions, and these were used in gel electrophoresis. In order to augment the sensitivity for detection of protein spots, we applied silver staining. We used the cerebella from weaver (granule cell deficient), nervous (Purkinje cell deficient), and staggerer (poor dendritic arborization of Purkinje cells) mutant mice. The present technique revealed at least 700 to 800 protein spots. Among the spots detected we found 12 new significantly-changed proteins in the cerebella of the mutants. The possible significance of these proteins is discussed.     

A functional proteomic analysis of secreted fibrinolytic enzymes from Bacillus subtilis 168 using a combined method of two-dimensional gel electrophoresis and zymography

Here we describe a proteomic approach to detect fibrinolytic enzymes from the culture supernatant of Bacillus subtilis 168. Following isoelectric focusing without dithiothreitol, two gels, one for sodium dodecyl sulfate polyacrylamide gel electrophoresis (SDS-PAGE) and the other for zymography, were run in parallel. After silver staining of SDS-PAGE and activity staining of zymography gel, the two gels were superimposed to detect protein spots that coincided with clear zones on the zymography gel. We identified four protein spots and characterized them with matrix-assisted laser desorption/ionization mass spectrometry. Database search revealed that four spots contained at least one of the extracellular serine proteases such as WprA and Vpr. This combined method of two-dimensional gel and zymography can be used as a powerful tool to detect proteases from various organisms.     

H-2 antigens as genetic markers: A two-dimensional gel electrophoretic study

Direct immunoprecipitation and two-dimensional (2D) gel electrophoresis have been used to identify and characterize genetic variation of theH-2K andH-2D regions. Using inbred strains of mice and alloantisera, haplotype-specific polypeptides were defined for five differentH-2 haplotypes. Specific immunoprecipitates prepared from strains of different haplotypes were applied to 2D gels in pairwise combinations to determine whether peptides specific to one haplotype can be distinguished from peptides specific to another. Those haplotype-specific peptides that migrate to unique positions on 2D gels with respect to the positions occupied by haplotype-specific peptides of another haplotype are useful as biochemical genetic markers. Cross-reactivity amongK- andD-region antigens of different haplotypes was identified on 2D gels and found to correlate well with existing data based on serological cross-reactivity. An anti-mouse 2-microglobulin serum was found to be a useful general reagent for immunoprecipitating haplotype-specific H-2 antigens to permit their visualization on 2D gels.Abbrevations used in this paper NP-40 nonidet P-40 - 2D two-dimensional - SDS sodium dodecyl sulfate - IEF isoelectric focusing     

Gel Electrophoresis of Chloroplast Polypeptides: Comparison of One-Dimensional and Two-Dimensional Gel Analyses of Chloroplast Polypeptides From Euglena gracilis

Euglena chloroplast polypeptides are resolved by an adaptation of the two-dimensional gel electrophoretic technique of O'Farrell (1975 J Biol Chem 250: 4007-4021). The present results are compared with those obtained by our earlier two-dimensional gel analyses as well as those obtained by one-dimensional gel analyses. Up to 75 micrograms of Euglena chloroplast polypeptides are resolved on one-dimensional sodium dodecylsulfate linear gradient 7.5 to 15% polyacrylamide gels into 43 stained polypeptide bands compared to only 33 bands resolved on a similar gel containing only 10% polyacrylamide. In contrast, two-dimensional gel electrophoresis (isoelectric focusing for the first dimension, sodium dodecylsulfate gel electrophoresis for the second dimension) further improves the resolution of the chloroplast polypeptides and especially so when a linear gradient gel is used for the second dimension. Delipidation of Euglena chloroplasts with acetone-ether and subsequent solubilization of polypeptides with Triton X-100 followed by sonication are all necessary for successful resolution of chloroplast polypeptides on two-dimensional gels. Up to 300 micrograms of chloroplast polypeptides can be clearly resolved into 56 to 59 stainable spots by the present two-dimensional gel technique when a linear gradient gel is used for the second dimension. Thus, about 30% of the polypeptide bands on a one-dimensional gel are separated into multiple polypeptides on a two-dimensional gel. The use of two-dimensional gels to separate labeled polypeptides with subsequent detection of labeled spots by autoradiography or fluorography again improves the resolution of the chloroplast polypeptides. For example, when ³⁵S-labeled chloroplast polypeptides are separated by the present two-dimensional gel technique with a linear gradient polyacrylamide gel in the second dimension, autoradiography or fluorography detects over 80 individual polypeptide spots. This is about twice the number resolved by our previous analyses which used a 10% polyacrylamide gel in the second dimension. Polypeptides detected range in molecular weight from about 8.5 to about 145 kilodaltons with apparent isoelectric points from pH 4.5 to 8.0. Fluorography provides rapid detection of labeled polypeptides and is 10 times more sensitive than autoradiography.     

Analyses of genetic variants of l-glycerol-3-phosphate dehydrogenase in Drosophila melanogaster by two-dimensional gel electrophoresis and immunoelectrophoresis

A protein spot corresponding to l-glycerol-3-phosphate dehydrogenase (α-GPDH, E.C. 1.1.1.8, NAD⁺ oxidoreductase) has been identified on a two-dimensional gel (isoelectric focusing-SDS gel) containing up to 150 stained protein spots from a crude Drosophila homogenate. Preliminary identification of the α-GPDH spot was made by including a suitable amount of purified Drosophila α-GPDH in crude fly homogenates prior to electrophoresis and observing an intensity enhancement of the corresponding protein spot on the gels. When three purified electrophoretic variants (slow, fast, and ultrafast) were mixed and analyzed by two-dimensional gel electrophoresis, horizontal displacements of the three protein spots were observed. Immunoprecipitation of the enzyme prior to electrophoresis and gene mapping further confirmed the identity of the α-GPDH protein spot. The α-GPDH spot can also be detected by autoradiography of a two-dimensional gel from a single fly extract, where it has been estimated to constitute 0.5–1% of the total soluble protein. Mutants which express no apparent α-GPDH activity were analyzed by two-dimensional gels and immunoelectrophoresis in an attempt to identify and characterize the inactive proteins. It is suggested that these techniques provide a powerful tool for the analysis of CRM⁺-null activity mutants of a specific gene-enzyme system.     

Visualization of proteins after isoelectric focusing during two-dimensional gel electrophoresis.

A modification of P. H. O'Farrell's (1975, J. Biol. Chem.259, 4007–4021) two-dimensional gel electrophoresis is described. After isoelectric focusing, the cylindrical gels were fixed and stained with Coomassie brilliant blue R before sodium dodecyl sulfate-slab gel electrophoresis in the second dimension. The modification does not alter the protein patterns obtained, but provides sharper spots. In addition, bands are made visible before separation in the second dimension. Moreover, the modification helps to reduce the amount of ampholine in the dye front during electrophoresis.     

A Preliminary Study on Proteome Variations Associated with Gall Formation in <Emphasis Type="Italic">Zizania latifolia</Emphasis> Trucs

Zizania latifolia Trucs is a uniquely flavored aquatic vegetable found in southern and eastern Asia. Several physiology and genetic approaches have been employed to increase our knowledge about the physiological basis of gall formation; however, as yet, data at the proteomic level are not available. Protein yield and sodium dodecyl sulfate-polyacrylamide gel electrophoresis were used to determine the most appropriate protein extraction methods for use in this study. Total proteins were extracted from the culm tissue at three relevant developmental stages and separated by two-dimensional gel electrophoresis. The number and abundance of spots varied among the two-dimensional gel electrophoresis gels at the three stages. Proteins with more than 1.7-fold abundance between the different stages were monitored. We identified 10 well-resolved spots by matrix-assisted laser-desorption ionization/time-of-flight peptide mass fingerprinting and tandem mass spectrometry. Some spots linked to signal transduction of the phytohormone could be identified. The expression volume of these spots transiently increased during the expansion phase. In contrast, the spots linked to phytoene dehydrogenase and methionine synthase or pyrophosphate-dependent phosphofructokinase were more abundant during gall formation, showing an increase in spot intensity during development and maximal abundance in mature gall. Higher intensity was also found in the spots linked to stress response. We discuss protein variations, considering their potential role during gall formation and comparing our results with established variations at metabolite-profiling levels.     

Electrophoretic analysis of proteins from night-blind mutants of Phycomyces

Using two-dimensional gel electrophoresis, we have analyzed proteins from a plasma membrane-enriched fraction from Phycomyces sporangiophores. Specifically, we have compared gels for night-blind mutants and a wild-type strain to find proteins involved in the early steps of the sensory transduction chain for phototropism. In the gels for a mutant affected in the gene madA, a protein spot [51 kilodaltons (kdal) and pI 6.35] appears that is absent from the wild-type and the other mad mutants. Mutants affected in either of two madB alleles lack a protein spot (57 kdal and pI 6.6) that is present in the wild-type and all other mad strains; this spot probably represents the madB gene product. In some madC mutants, two spots (59 kdal, pI 6.5, with a covalently linked flavin; and 50 kdal, pI 6.4) are absent; however, in other madC strains, one or both of these spots are present. These four protein spots that are altered in madA, madB, and madC mutants may represent components of the photoreceptor complex responsible for phototropism in Phycomyces.This work was supported in part by an equipment grant to JAP from the Syracuse University Senate Research Committee, research grants to EDL from the National Science Foundation (PCM-8003915 and DMB-8316458), and a fellowship to EDL from the Alfred P. Sloan Foundation.     

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).     

A strain-specific alteration of proteomic expression in mouse liver fructose 1,6-bisphosphatase isoforms by alcohol

To study alcohol-related metabolism across inbred mouse strains, liver tissues from C57BL/6J (B6, an alcohol-preferring mouse) and DBA/2J (D2, an alcohol-avoiding strain) mice were analyzed for proteomic expression patterns over time after a single-dose of alcohol (1.5 g/kg ingestion). Despite no significant difference in the elimination rate of blood ethanol, two-dimensional electrophoresis gel images of liver proteins showed that proteins in B6 mice exhibited faster response and more quantitative (spot numbers) and qualitative (spot densities) changes than in D2 mice. Among the differentially expressed metabolic enzymes, four variants (alpha, beta, gamma and delta) of fructose 1,6-bisphosphatase (FBPase), a key regulatory gluconeogenic enzyme, showed remarkable changes in expression with time across the strains. The degree of spot alteration in alpha- and gamma-variants of FBPase in B6 mice was much higher than in D2 mice, while the beta- and delta-forms were not changed as much. Mass spectrometry (MS) analysis showed that the 1714.9 +/- 1 mass peak from the alpha- and gamma-variants of FBPase was much stronger than that of the beta- and delta-variants in both strains regardless of spot density. This MS peak contains 2-ANHAPFETDISTLTR-16, located at the N-terminal of FBPase, where the N-terminal alanine was found to be trimethylated. Thus, we propose this N-terminal fragment as a potential site for enzyme modification in response to ethanol, allowing for differences in two-dimensional gel spot intensity of variants of FBPase in the two mouse strains.     

Biochemical characterization of phosphoglucose isomerase and genetic variants from mouse and Drosophila melanogaster

Summary A simple and unique procedure was developed to purify phosphoglucose isomerase variants from the whole mouse body extracts and Drosophila homogenate. It involved the use of an 8-(6-aminohexyl)-amino-ATP-Sepharose column followed by a preparative isoelectric focusing. In each case, the enzyme in the homogenate was adsorbed by ionic interaction on the ATP-Sepharose column. Substantial purification was achieved by the affinity elution with the substrate-glucose-6-phosphate. Mouse and Drosophila phosphoglucose isomerase as well as the corresponding variants were shown to be dimers of similar molecular weight and to exhibit similar kinetic properties. The isoelectric points for the variants from DBA/2J and C57BL/6J mice were determined to be 8.4 and 8.7 respectively, while they were 6.8 and 6.3 respectively for Drosophila and 4/4 variants. Differential thermal stability was observed for the two mouse variants but not for the Drosophila ones. Amino acid composition analysis was performed for both mouse and Drosophila enzymes. Rabbit antisera for mouse (DBA/2J) and Drosophila (2/2) enzymes were raised. Within each species, complete immunological identity was observed between the variants. The antisera were used to characterize the null mutants of phosphoglucose isomerase identified in the mouse and Drosophila populations. By rocket immunoelectrophoresis, the null allele of the naturally occurring heterozygous null variant of Drosophila was shown to express no cross-reacting materials (CRM).     

Comparative proteome analysis of breast cancer and normal breast

Breast cancer is a leading cause of death for women. The underlying molecular mechanism is still not well understood. In this study, two-dimensional gel electrophoresis combined with mass spectrometry was used to analyze changes in the proteome of infiltrating ductal carcinoma compared to normal breast tissue. Ten sets of two-dimensional gels per experimental condition were analyzed and more than 500 spots each were detected. This revealed 39 spots for which expression in breast cancer cells were reproducibly altered more than twofold compared to normal controls (p<0.01). These spots represented 25 different proteins after identification using the database search after mass spectrometry, comprising cell defense proteins, enzymes involved in glycolytic energy metabolism and homeostasis, protein folding and structural proteins, proteins involved in cytoskeleton and cell motility, and proteins involved in other functions. In addition, 28 nondifferentially expressed proteins with different functions were also mapped and identified, which might help to establish a two-dimensional gel electrophoresis reference map of human breast cancer. Our study shows that proteomics offers a powerful methodology to detect the proteins that show different expression patterns in breast cancer tissue and may provide an accurate molecular classification. The differentially expressed proteins may be used as potential candidate markers for diagnostic purposes or for determination of tumor sensitivity to therapy. The functional implications of the identified proteins are discussed.     

Analysis of the chloroplast protein complexes by blue-native polyacrylamide gel electrophoresis (BN-PAGE)

Blue-native polyacrylamide gel electrophoresis (BN-PAGE) is a powerful procedure for the separation and characterization of the protein complexes from mitochondria. Membrane proteins are solubilized in the presence of aminocaproic acid and n-dodecylmaltoside and Coomassie-dyes are utilized before electrophoresis to introduce a charge shift on proteins. Here, we report a modification of the procedure for the analysis of chloroplast protein complexes. The two photosystems, the light-harvesting complexes, the ATP synthase, the cytochrome b ₆ f complex and the ribulose-bisphosphate carboxylase/oxygenase are well resolved. Analysis of the protein complexes on a second gel dimension under denaturing conditions allows separation of more than 50 different proteins which are part of chloroplast multi-subunit enzymes. The resolution capacity of the blue-native gels is very high if compared to 'native green gel systems' published previously. N-terminal amino acid sequences of single subunits can be directly determined by cyclic Edman degradation as demonstrated for eight proteins. Analysis of chloroplast protein complexes by blue-native gel electrophoresis will allow the generation of 'protein maps' from different species, tissues and developmental stages or from mutant organelles. Further applications of blue-native gel electrophoresis are discussed.     

Components of the protein quality control system are expressed in a strain-dependent manner in the mouse hippocampus

Inbred mouse strains are used in forward-genetic experiments, designed to uncover genes contributing to their highly distinct neurophenotypes and multiple reports of variations in mutant phenotypes due to genetic background differences in reverse-genetic approaches have been published. Information on strain-specific protein expression-phenotypes however, is limited and a comprehensive screen of an effect of strain on brain protein levels has not yet been carried out. Herein a proteomic approach, based upon two-dimensional gel electrophoresis (2-DE) coupled to mass spectrometry (MALDI-TOF/TOF) was used to show significant genetic variation in hippocampal protein levels between five mouse strains. Considering recent evidence for the importance of the intracellular protein quality control system for synaptic plasticity-related mechanism we decided to focus on the analysis of molecular chaperones and components of the ubiquitin-proteasome system. Sixty-six spots, depicting 36 proteins have been unambiguously identified by mass spectrometry. Quantification revealed strain-dependent levels of 18 spots, representing 12 individual gene products. We thus present proteome analysis of hippocampal tissues of several mouse strains as suitable tool to address fundamental questions about genetic control of protein levels and to demonstrate molecular networks of protein metabolism and chaperoning. The findings are useful for designing future studies on these cascades and interpretation of results show that data on brain protein levels cannot be simply extrapolated among different mouse strains.     

Preliminary analysis of the cauliflower mitochondrial proteome

Purified cauliflower (Brassica oleracea var. botrytis) mitochondrial proteins fractionated into soluble, membrane, integral membrane and peripheral membrane samples were analyzed by 2D- PAGE (isoelectric focusing/ SDS polyacrylamide gel electrophoresis). 2D gels patterns were compared using the Imager Master 2D Elite software. 561 silver stained protein spots were resolved after electrophoresis under standard conditions of a whole protein extract. In the soluble fraction a prevalent number of more intense protein spots was observed. The cauliflower protein 2D patterns resembled Arabidopsis thaliana 2D patterns. The two protein spots selected which occupied a similar isoelectric point positions on both gels represented the same proteins as revealed by ESI-MS analysis of cauliflower proteins. The third selected spot belongs to unidentified proteins. The comparative analysis of mitochondrial suborganellar fractions proved the usefulness of this approach.     

From the Macro to the Micro: Gel Mapping to Differentiate between Sporozoites of Two Immunologically Distinct Strains of Eimeria maxima (Strains M6 and Guelph)

Two immunologically distinct strains of E. maxima were examined in this study: the M6 strain and the Guelph strain. The differential expression between the sporozoites of the two strains of E. maxima was determined by image analysis of 100 μg of protein from each strain separated by standard one- and conventional two-dimensional polyacrylamide gel electrophoresis. In addition to differences in both molecular weight and the electrophoretic mobility, differences in the intensity of polypeptide bands for example, GS 136.4 and M6 169 were explored. Pooled gels were prepared from each strain. A representative 2D-PAGE gel spanning a non-linear pH range of 3–10 of E. maxima strain M6 consisted of approximately 694 polypeptide spots with about 67 (9.6%) of the polypeptide spots being unique relative to the other strain. E. maxima strain GS had about 696 discernable polypeptide spots with 69 spots (9.9%) that differed from those of the M6 strain. In-depth characterization of the variable polypeptide spots; unique polypeptide spots (absence or presence) and shared polypeptide spots with modifications may lead to novel vaccine target in the form of multi-component, multi-stage, multi-immunovariant strains, multi-species subunit vaccine, and diagnostic probe for E. maxima.