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PubMed2006

Regression analysis for comparing protein samples with 16O/18O stable-isotope labeled mass spectrometry.

MOTIVATION: Using stable isotopes in global proteome scans, labeled molecules from one sample are pooled with unlabeled molecules from another sample and subsequently subjected to mass-spectral analysis. Stable-isotope methodologies make use of the fact that identical molecules of different stable-isotope compositions are differentiated in a mass spectrometer and are represented in a mass spectrum as distinct isotopic clusters with a known mass shift. We describe two multivariable linear regression models for (16)O/(18)O stable-isotope labeled data that jointly model pairs of resolved isotopic clusters from the same peptide and quantify the abundance present in each of the two biological samples while concurrently accounting for peptide-specific incorporation rates of the heavy isotope. The abundance measure for each peptide from the two biological samples is then used in down-stream statistical analyses, e.g. differential expression analysis. Because the multivariable regression models are able to correct for the abundance of the labeled peptide that appear as an unlabeled peptide due to the inability to exchange the natural C-terminal oxygen for the heavy isotope, they are particularly advantageous for a two-step digestion/labeling procedure. We discuss how estimates from the regression model are used to quantify the variability of the estimated abundance measures for the paired samples. Although discussed in the context of (16)O/(18)O stable-isotope labeled data, the multivariable regression models are generalizable to other stable-isotope labeled technologies.

Algorithms↗
PubMed2007

Ubiquitin COOH-terminal hydrolase 1: a biomarker of renal cell carcinoma associated with enhanced tumor cell proliferation and migration.

PURPOSE: Renal cell carcinoma (RCC) accounts for 2% to 3% of all malignancies. It represents one of the most radiation- and chemotherapy-resistant tumors and surgical resections are only effective in organ-defined disease. However, RCC is an immunogenic tumor with response rates to immunotherapies between 10% and 20% of the treated patients. Due to the currently inefficient therapies and the low 5-year survival rates of RCC patients, novel diagnostic, prognostic, and therapeutic markers are urgently needed for this disease. EXPERIMENTAL DESIGN: Proteome-based approaches were used to identify (a) differentially expressed proteins in RCC compared with normal kidney epithelium and (b) proteins that are able to induce an antibody response in RCC patients. Based on these experiments, a promising candidate was subsequently validated by reverse transcription-PCR, Western blot analyses, and immunohistochemistry. In addition, functional assays were done in generated transfectants. RESULTS: The ubiquitin COOH-terminal hydrolase L1 (UCHL1) was found to be differentially expressed in both RCC lesions and RCC cell lines and immunoreactive using patients' sera. UCHL1 expression was often down-regulated in primary RCC when compared with normal kidney epithelium but dependent on the RCC subtype, the von Hippel-Lindau phenotype, and the tumor grading. Moreover, the frequency and the level of UCHL1 expression were higher in metastases when compared with primary RCC lesions. Gain-of-function transfectants exhibited a significant higher proliferation and migration rate than UCHL1-negative RCC cells. CONCLUSIONS: UCHL1 expression seems to be associated with the metastatic phenotype of RCC and therefore might serve as potential biomarker for the diagnosis and prognosis of RCC patients.

Antineoplastic Agents↗
PubMed2007

Interrelationships between colonies, biofilms, and planktonic cells of Pseudomonas aeruginosa.

Pseudomonas aeruginosa is a gram-negative bacterium and an opportunistic human pathogen that causes chronic infections in immunocompromised individuals. These infections are hard to treat, partly due to the high intrinsic resistance of the bacterium to clinically used antibiotics and partly due to the formation of antibiotic-tolerant biofilms. The three most common ways of growing bacteria in vitro are as planktonic cultures, colonies on agar plates, and biofilms in continuous-flow systems. Biofilms are known to express genes different from those of planktonic cells, and biofilm cells are generally believed to closely resemble planktonic cells in stationary phase. However, few, if any, studies have examined global gene expression in colonies. We used a proteomic approach to investigate the interrelationships between planktonic cells, colonies, and biofilms under comparable conditions. Our results show that protein profiles in colonies resemble those of planktonic cells. Furthermore, contrary to what has been reported previously, the protein profiles of biofilms were found to more closely resemble those of exponentially growing planktonic cells than those of planktonic cells in the stationary phase. These findings raise some intriguing questions about the true nature of biofilms.

Agar↗
PubMed2006

pH dependency of the carboxyl oxygen exchange reaction catalyzed by lysyl endopeptidase and trypsin.

The pH dependency of the carboxyl oxygen exchange reaction catalyzed by lysyl endopeptidase (Lys-C) and trypsin has been studied. The reaction was quantitatively monitored by measuring the incorporation of 18O atom into the alpha-carboxyl group of N(alpha)-acetyl-L-lysine from H2(18)O solvent. The optimum pHs of the carboxyl oxygen exchange reaction catalyzed by Lys-C and trypsin were found to be pH 5.0 and 6.0, respectively, which were significantly shifted toward acidic pHs compared to the most favorable pHs of their amidase activities for N(alpha)-acetyl-L-lysine amide in the pHs examined. Steady-state kinetics parameters were also determined for both enzymes at two different pHs, one at the pH optimum for their carboxyl oxygen exchange activity (pH 5-6) and the other at the favorable pH for their amidase activity (pH 8-9). Significantly lower Km (2-fold lower for Lys-C, 3-fold lower for trypsin), and higher kcat values (1.5-fold higher for Lys-C, 5-fold higher for trypsin) were obtained at the acidic pHs compared to the alkaline pHs, suggesting that Lys-C and trypsin have higher substrate binding affinities and higher catalytic rates at the acidic pHs than at the alkaline pHs. The higher carboxyl oxygen exchange activities at the acidic pHs were also confirmed with peptide substrates derived from apomyoglobin. These findings are significant toward the goal of improving the efficiency of the Lys-C and trypsin catalyzed 18O labeling reactions and are thus pertinent to improving the accuracy and reliability of quantitative proteomic experiments utilizing 18O labeling.

Carbon Dioxide↗
PubMed2004

Mapping of bovine skeletal muscle proteins using two-dimensional gel electrophoresis and mass spectrometry.

The large individual variation in meat quality seen both within and between animals is not fully understood. Consequently, our long-term goal is to identify reliable proteins which control or determine bovine meat quality. Using a proteomic approach, bovine skeletal muscle samples were analyzed by two-dimensional gel electrophoresis (2-DE) using an immobilized pH 4-7 gradient in the first dimension and mass spectrometry. We first tested the reproducibility of the method. These experiments showed slightly greater intersample than intrasample variability. In order to evaluate the type of visualized proteins in 2-DE, we initiated the construction of a protein reference map of bovine Semitendinosus muscle. In total, 129 protein spots corresponding to 75 different gene products were identified. Of these proteins, the largest portion is involved in metabolism (25.5%), cell structure (17%), cell defense (16%) and contractile apparatus (14.5%). One quarter of the identified proteins are represented by two or several protein spots and multiple isoforms of troponin T are present. Peptide mass fingerprint results indicate that these isoforms are partly generated by alternative splicing. The data presented here are an important step for further proteome analyses on bovine muscle. This may lead to progress in understanding the mechanisms controlling postmortem muscle metabolism and meat quality.

Alternative Splicing↗
PubMed2004

Convenient and versatile subcellular extraction procedure, that facilitates classical protein expression profiling and functional protein analysis.

Standardized sample preparation to reduce proteome complexity facilitates subsequent proteome analysis. Here we describe a robust sequential extraction method that enables simple fractionation of proteins in their native state according to their subcellular localization, yielding four subproteomes enriched in (a) cytosolic; (b) membrane and membrane organelle-localized; (c) soluble and DNA-associated nuclear and (d) cytoskeletal proteins. Efficiency and selectivity is demonstrated by morphological-, two-dimensional electrophoresis image-, immunological- as well as enzymatic-analysis. In pilot studies, subcellular redistribution of regulatory proteins was successfully measured.

Blotting, Western↗
PubMed2006

Protein interaction networks of Saccharomyces cerevisiae, Caenorhabditis elegans and Drosophila melanogaster: large-scale organization and robustness.

High-throughput screens have begun to reveal protein interaction networks in several organisms. To understand the general properties of these protein interaction networks, a systematic analysis of topological structure and robustness was performed on the protein interaction networks of Saccharomyces cerevisiae, Caenorhabditis elegans and Drosophila melanogaster. It shows that the three protein interaction networks have a scale-free and high-degree clustering nature as the consequence of their hierarchical organization. It also shows that they have the small-world property with similar diameter at 4-5. Evaluation of the consequences of random removal of both proteins and interactions from the protein interaction networks suggests their high degree of robustness. Simulation of a protein's removal shows that the protein interaction network's error tolerance is accompanied by attack vulnerability. These fundamental analyses of the networks might serve as a starting point for further exploring complex biological networks and the coming research of "systems biology".

Algorithms↗
PubMed2006

The phosphate-starvation response of Bacillus licheniformis.

The phosphate-starvation stimulon of Bacillus licheniformis was analyzed at the transcriptional and translational level. The comparison of the transcriptome and the proteome demonstrated that this specific starvation response of B. licheniformis is partially similar to that of B. subtilis. However, it is also shown that B. licheniformis has evolved its own strategies to cope with this nutrient limitation. By means of the secretome analysis the phytase was identified as the most abundant protein under phosphate-starvation conditions. Data of this study indicate that, unlike in B. subtilis, phosphate starvation in B. licheniformis does not induce the SigmaB-dependent general stress response.

6-Phytase↗
PubMed2006

An integrated approach to mapping the proteome of the human bone marrow stromal cell.

Bone marrow stromal cells, also known as mesenchymal stem or progenitor cells, are thought to play a critical role in hematopoiesis. Because hematopoiesis is dysregulated in leukemic individuals, expression profiling in leukemic stromal cells might yield valuable insights into mechanisms of normal and dysregulated hematopoiesis. Here, proteomics was used to identify expressed proteins in normal and leukemic bone marrow stromal cells. Isobaric tags for relative and absolute quantification (iTRAQ) technology and MS/MS were used to identify and quantify proteins in bone marrow stromal cells from two normal and two leukemic individuals. Approximately 900 distinct proteins were identified with >95% confidence, 73 of which were differentially expressed in leukemic stromal cells. cDNA microarray analysis on Affymetrix oligonucleotide gene chips showed that transcripts correlated with approximately 90% of the expressed proteins. A novel integrated approach for mining and visualization of iTRAQ data is presented. The results provide an initial assessment of the proteome in human bone marrow stromal cells, laying the groundwork for comprehensive analysis of the proteome in these cells, and ultimately, for improved understanding of normal and dysregulated hematopoiesis.

Adult↗
PubMed2006

Proteomic comparison of prostate cancer cell lines LNCaP-FGC and LNCaP-r reveals heatshock protein 60 as a marker for prostate malignancy.

BACKGROUND: Androgen-sensitive prostate cancer cell-line LNCaP-FGC and androgen-resistant line LNCaP-r constitute a model for development of androgen resistance in prostate cancer. METHODS: Proteins differently expressed in the two cell-lines were identified by two-dimensional (2-D) electrophoresis and mass spectrometry. HSP60, more abundant in LNCaP-r, was studied by RT-PCR and immunohistochemistry in specimens of human prostate cancer. RESULTS: HSP60 was upregulated in LNCaP-r, nm23 in LNCaP-FGC, and titin (two isoforms) in either LNCaP-r or LNCaP-FGC. In non-malignant prostate, HSP60-staining was in the glandular compartment, particularly basal epithelial cells. In prostate cancer, most epithelial cells showed moderate-strong staining without apparent correlation between staining intensity and Gleason grade. CONCLUSIONS: The LNCaP-FGC/LNCaP-r model, characterized by 2-D electrophoresis, reveals distinct proteomic alterations. With HSP60, results from cell-lines correlated with clinical results, indicating that this model can be used for dissection of mechanisms involved in transformation to androgen resistance and assignment of protein markers in prostate cancer.

Biomarkers, Tumor↗
PubMed2001

Protein surface amino acid compositions distinctively differ between thermophilic and mesophilic bacteria.

One of the well-known observations of proteins from thermophilic bacteria is the bias of the amino acid composition in which charged residues are present in large numbers, and polar residues are scarce. On the other hand, it has been reported that the molecular surfaces of proteins are adapted to their subcellular locations, in terms of the amino acid composition. Thus, it would be reasonable to expect that the differences in the amino acid compositions between proteins of thermophilic and mesophilic bacteria would be much greater on the protein surface than in the interior. We performed systematic comparisons between proteins from thermophilic bacteria and mesophilic bacteria, in terms of the amino acid composition of the protein surface and the interior, as well as the entire amino acid chains, by using sequence information from the genome projects. The biased amino acid composition of thermophilic proteins was confirmed, and the differences from those of mesophilic proteins were most obvious in the compositions of the protein surface. In contrast to the surface composition, the interior composition was not distinctive between the thermophilic and mesophilic proteins. The frequency of the amino acid pairs that are closely located in the space was also analyzed to show the same trend of the single amino acid compositions. Interestingly, extracellular proteins from mesophilic bacteria showed an inverse trend against thermophilic proteins (i.e. a reduced number of charged residues and rich in polar residues). Nuclear proteins from eukaryotes, which are known to be abundant in positive charges, showed different compositions as a whole from the thermophiles. These results suggest that the bias of the amino acid composition of thermophilic proteins is due to the residues on the protein surfaces, which may be constrained by the extreme environment.

Amino Acids↗
PubMed2006

Proteomic analyses of somatic and zygotic embryos of Cyclamen persicum Mill. reveal new insights into seed and germination physiology.

In the horticulturally important ornamental species Cyclamen persicum Mill., somatic embryogenesis is an efficient vegetative propagation method and the development of artificial seeds is an ultimate aim. This study aims at a systematic comparison of the proteomes of zygotic embryos, somatic embryos grown in liquid medium containing 30 or 60 g l(-1) sucrose, germinating embryos of both types and endosperm in order to obtain novel insights into seed and germination physiology. Using high resolution two-dimensional isoelectric focussing/sodium dodecylsulfate polyacrylamide gel electrophoresis (2D IEF/SDS PAGE), 74% of the proteins expressed in zygotic embryos were found in similar abundance in somatic embryos grown in 60 g l(-1) sucrose. Somatic embryos grown in 30 g l(-1) sucrose accumulated fewer protein species than those grown in 60 g l(-1). Selected proteins were identified following mass spectrometry (nano-LC-MS/MS). Four enzymes involved in glycolysis (UDP-glucose pyrophosphorylase, fructose bisphosphate aldolase, triosephosphate isomerase and glyceraldehyde-3-phosphate dehydrogenase GAPDH) were specifically induced in somatic embryos. 11S globulin proteins identified by MS were present in high levels in somatic embryos, zygotic embryos and endosperm, whereas 7S globulins were detected mainly in endosperm and zygotic embryos. These are the first storage proteins identified in C. persicum. Xyloglucans are known to be another group of seed storage compounds in C. persicum. Interestingly, xyloglucan endotransglycosylases were found to be highly expressed in endosperm tissue. We discuss the physiological implications of these observations.

Culture Media↗
PubMed2005

Proteomic identification of proteins conjugated to ISG15 in mouse and human cells.

Though the interferon-inducible protein ISG15 was one of the first ubiquitin-like modifiers to be discovered, much remains unknown about the identity of proteins conjugated to ISG15 or the biologic consequences of modification. To gain a better understanding of the cellular pathways affected by ISG15, we identified proteins targeted for ISGylation using a proteomic approach. Mass spectrometric analysis identified 76 candidate ISGylation targets in anti-ISG15 immunoprecipitates from interferon-treated mouse or human cells. Twenty-one proteins were found in both mouse and human samples, including STAT1, a known target of ISGylation. Candidates identified in both species were tested for ISGylation in a transfection system: 18 of 19 proteins tested were ISGylated in this system. Two candidates, EF-2 and VCP, were also shown to be ISGylated in an interferon-dependent manner in the absence of exogenous over-expression. Seven proteins identified from a single species, but functionally related to candidates found in both species, were also ISGylated in the over-expression system. Proteins that can be ISGylated play important roles in translation, glycolysis, stress responses, and cell motility. These data indicate that ISGylation targets proteins found in several fundamentally important cellular pathways and will contribute to understanding the physiologic role of interferon-induced ISG15 and ISG15 conjugation.

Animals↗
PubMed2006

Inhibition of tumor metastasis in vivo by combination of paclitaxel and hyaluronic acid.

There is little information about the inhibitory effects of hyaluronic acid with paclitaxel on tumor metastasis and ascites formation. The aim of present study is to determine whether the combined administration of hyaluronic acid (HA) with paclitaxel can produce additional or synergistic therapeutic effects in the control of Lewis lung carcinoma (LLC) migration and ascites formation of U14 cervical tumor. The anti-metastasis effect of hyaluronic acid alone, paclitaxel alone and paclitaxel-hyaluronic acid combination were examined in a mouse model bearing LLC cells. i.v. Paclitaxel-hyaluronic acid, in the ratio of 1:3 (w/w), significantly reduced the migration of LLC cells in a synergistic fashion. In the experiment with mice bearing U14 tumor cells, i.p. paclitaxel-hyaluronic acid markedly improved the life span of mice and significantly decreased ascites formation when compared to paclitaxel alone or hyalunonan alone. We also analyzed the serum proteome of mice with lung neoplasm before and after treatment with paclitaxel-hyaluronic acid. Proteomic analysis on LLC mice was studied using two-dimensional polyacrylamide gel electrophoresis (2D-PAGE) and mass spectrometry. The results showed that i.v. administration of hyaluronic acid in combination with paclitaxel had significantly up-regulated the expression of vitamin D(3) binding proteins (DBP), which is a macrophage-stimulating activator. In conclusion, the in vivo anti-metastasis effect was associated with the synergistic therapeutic effects of hyaluronic acid-paclitaxel combination and a significant promotion of immune proteins expression. These results demonstrated that the combination of paclitaxel and hyaluronic acid may be an effective way to inhibit tumor migration.

Amino Acid Sequence↗
PubMed2005

Recombination enhances protein adaptation in Drosophila melanogaster.

Evolutionary theory predicts that the rate and level of adaptation will be enhanced in sexual relative to asexual genomes because sexual recombination facilitates the elimination of deleterious mutations and the fixation of beneficial ones by natural selection. To date, the most compelling evidence for this prediction comes from experimental evolution studies and from loci completely lacking recombination, such as those on Y chromosomes, which often show reduced adaptation and even degeneration. Here, by analyzing replacement and silent DNA polymorphism and divergence at 98 loci, I show that recombination increases the efficacy of protein adaptation throughout the genome of the fruit fly Drosophila melanogaster. Genes residing in genomic regions with reduced recombination rates suffer a greater load of segregating, mildly deleterious mutations and fix fewer beneficial mutations than genes residing in regions with higher recombination rates. These findings suggest that the capacity to respond to natural selection varies with recombination rate across the genome, consistent with theory on the evolutionary advantages of sex and recombination.

Adaptation, Biological↗
PubMed2004

Characterisation of proteins differentially present in the plasma of Biomphalaria glabrata susceptible or resistant to Echinostoma caproni.

Snail immune responses towards a trematode infection are known to rely on both plasmatic and cellular host factors. As an approach to further investigate the suspected involvement of plasmatic factors in Biomphalaria glabrata resistance/susceptibility to Echinostoma caproni, we compared protein patterns of plasma collected from susceptible and resistant snails. This proteomic approach revealed that 13 plasmatic proteins exhibited significant differences in their apparent representativity. The genes corresponding to five of them were characterised by a combination of mass spectrometry and molecular cloning. They encode two isoforms of a glycolytic enzyme, two isoforms of a calcium binding protein and an inhibitor of cysteine protease. Furthermore, we investigated gene expression in parasite-exposed or -unexposed snails as well as in various tissues by quantitative PCR. This study showed that: (i) differential representation of plasma proteins between the snail strains was correlated with a differential level of transcripts; (ii) expression of these genes after parasite exposure was differentially regulated in the two strains; and (iii) these genes were expressed predominantly in the albumen gland.

Amino Acid Sequence↗
PubMed2005

Revealing urologic diseases by proteomic techniques.

Proteomics, as the study of the proteomes of tissues and body fluids, has recently been introduced as a tool for revealing urologic diseases. Two-dimensional polyacrylamide gel electrophoresis (2D-PAGE) and surface-enhanced laser desorption/ionzation (SELDI) are two techniques used in proteomic studies. Among the many urologic diseases, the malignancies including prostate cancer, bladder cancer, and renal cancer are the subjects most often selected for proteomic analysis. Poor reproducibility is one of the difficulties that must be overcome in order for proteomic technology to be a robust tool.

Biomarkers↗
PubMed2004

Proteome analysis differentiates between two highly homologues germin-like proteins in Arabidopsis thaliana ecotypes Col-0 and Ws-2.

A proteome approach based on 2-D gel electrophoresis (2-DE) was used to compare the protein patterns of the Arabidopsis ecotypes Col-0 and Ws-2. In leaf extracts a pair of protein spots were found to be diagnostic for each of the lines. Both pairs of spots were identified as closely related germin-like proteins differing in only one amino acid by using peptide mass finger printing of tryptic digests and by gaining additional data from post-source decay spectra in the MALDI-TOF analysis. Western blot analysis after separation of protein extracts by 2-DE confirmed results from Coomassie blue-stained gels and revealed additional immunoreactive spots for both ecotypes most likely representing dimers of the spots first identified. Western blot analysis and mass spectrometrical identification of the corresponding weakly stained protein in Coomassie blue-stained gels of the ecotype Col-0 also demonstrated for the first time the occurrence of AtGER3 protein in root extracts. Our results demonstrate the capacity of proteome analysis to analyse and distinguish closely related members of large protein families.

Amino Acid Sequence↗