Identification of post-translationally modified proteins in proteome studies.

Proteome studies are powerful tools to solve many different problems in metabolism, signal transduction, drug discovery, and other areas of interest in life sciences. Up to now, high-sensitive methods for protein identification after two-dimensional gel electrophoresis using mass spectrometry are available. However, the identification of post-translational modifications after two-dimensional gel electrophoresis is still an unsolved problem. In this paper, we want to give several examples for the successful identification of post-translational modifications and point mutations.     

Proteome analysis demonstrates complex replicon and luteolin interactions in pSyma-cured derivatives of Sinorhizobium meliloti strain 2011

Sinorhizobium meliloti was studied by proteomic analysis to investigate the contribution made by plasmid-encoded functions on the intracellular regulation of this bacterium. Protein profiles of strain 2011 were compared with those from its mutant strains which were either cured of their pRme2011a (also called pSyma) plasmid (strain 818), or contained an extensive deletion of this plasmid (strain SmA146). Plasmid pSyma contains the nodulation and nitrogen fixation genes and is 1.4 Mbp with an estimated coding potential of 1,400 proteins. However, under the growth conditions used we could detect 60 differences between the parent strain and its pSyma-cured derivative, strain 818. While the majority of these differences were due to regulatory changes, such as up- and downregulation, some proteins were totally missing in some strains. These 60 proteins were classified into 21 subgroups, A to U, based on their measured protein levels when the cells were grown in the presence or absence of luteolin. Comparisons were made between the different strains to assess the possible interactions of the different proteins of the subgroups and plasmid pSyma. These results suggest that pSyma has a role in the regulation of the expression of genes from the other replicons (3.5 Mbp chromosome and the 1.7 Mbp pSymB plasmid) present in the S. meliloti cells. Proteome analysis provides a sensitive tool to examine the functional organisation of the S. meliloti genome and the intracellular gene interactions between replicons and will provide a powerful analytical tool to complement the genome sequencing of strain 1021.     

Improvement of proteome coverage using hydrophobic monolithic columns in shotgun proteome analysis

Monolithic columns are widely used in shotgun proteome analysis. However, it is difficult to increase the separation capability and proteome coverage by using conventionally organic polymer-based monolithic column due to the difficulty of controlling homogeneity of the overall pore structure (both pores and microglobules), which leads to relatively low column efficiency. Therefore, we studied the effect of constitute and percentage of porogenic solvent, functional monomer, column length, and separation gradient on the peak capacity and proteome coverage by methacrylate-based reversed phase monolithic columns. It was demonstrated that the porous property of the hydrophobic monolith, which was mainly determined by the porogenic solvent, was crucial to the proteome coverage when similar methacrylate monomer was utilized and a ternary porogenic solvent was adopted to prepare C12 monolithic column with relatively homogeneous overall pore structure. It was also shown that high proteome coverage could be reliably obtained with online multidimensional separation using totally monolithic columns system with the length of analytical column at 85 cm and reversed phase separation gradient at 210 min.     

Free Amino Acids of Sinorhizobium meliloti, Biomass and Roots of Medicago sativa after Inoculation

The amino-acid composition of active symbiotic nitrogen-fixing Sinorhizobium meliloti in addition to the biomass and roots of Medicago sativa after inoculation was studied. The bacterium contains in its cells and releases to the substrate 13-16 free amino acids. The greatest amount of free amino acids appears in 10-day cultures of strains 125 and 131 (203.26 and 255.15 mg%). Inoculation of seeds helps to increase the content of free amino acids and protein in biomass and roots of alfalfa, which significantly increases its value and improves the soil condition.     

Mass spectrometric identification of proteins and characterization of their post-translational modifications in proteome analysis

High-throughput DNA sequencing has resulted in increasing input in protein sequence databases. Today more than 20 genomes have been sequenced and many more will be completed in the near future, including the largest of them all, the human genome. Presently, sequence databases contain entries for more than 425.000 protein sequences. However, the cellular functions are determined by the set of proteins expressed in the cell – the proteome. Two-dimensional gel electrophoresis, mass spectrometry and bioinformatics have become important tools in correlating the proteome with the genome. The current dominant strategies for identification of proteins from gels based on peptide mass spectrometric fingerprinting and partial sequencing by mass spectrometry are described. After identification of the proteins the next challenge in proteome analysis is characterization of their post-translational modifications. The general problems associated with characterization of these directly from gel separated proteins are described and the current state of art for the determination of phosphorylation, glycosylation and proteolytic processing is illustrated. Received: 16 December 1999 / Accepted: 17 December 1999     

Mass spectrometric identification of proteins and characterization of their post-translational modifications in proteome analysis

High-throughput DNA sequencing has resulted in increasing input in protein sequence databases. Today more than 20 genomes have been sequenced and many more will be completed in the near future, including the largest of them all, the human genome. Presently, sequence databases contain entries for more than 425.000 protein sequences. However, the cellular functions are determined by the set of proteins expressed in the cell--the proteome. Two-dimensional gel electrophoresis, mass spectrometry and bioinformatics have become important tools in correlating the proteome with the genome. The current dominant strategies for identification of proteins from gels based on peptide mass spectrometric fingerprinting and partial sequencing by mass spectrometry are described. After identification of the proteins the next challenge in proteome analysis is characterization of their post-translational modifications. The general problems associated with characterization of these directly from gel separated proteins are described and the current state of art for the determination of phosphorylation, glycosylation and proteolytic processing is illustrated.     

Solubility enhancement of isoflavonoids by complexation with acyclic hexadecasaccharides, succinoglycan dimers isolated from Sinorhizobium meliloti

Sinorhizobium meliloti produces succinoglycan, an acidic exopolysaccharide composed of a monomeric octasaccharide repeating unit with acetyl, succinyl, and pyruvyl groups, in both low- and high-molecular-weight forms. Among the low-molecular-weight succinoglycans, dimers were isolated from S. meliloti and purified using various chromatographic techniques. The dimers were classified as four types (D1, D2, D3, and D4) based on the number of succinyl moieties in their structure. The effect of succinoglycan dimers on the aqueous solubility of isoflavonoids, daidzein and genistein was investigated. The solubility of isoflavonoids increased in the presence of succinoglycan dimers, and the complexation between isoflavonoids and succinoglycan dimers was analyzed by UV–Vis (ultraviolet–visible) and NMR (nuclear magnetic resonance) spectroscopy. In the phase solubility study, succinoglycan dimer D3 was shown to have the highest stability constants (4951 M^?1 for daidzein, and 4452 M^?1 for genistein) among the four succinoglycan dimers. The morphological structures of daidzein and genistein with D3 were studied using scanning electron microscopy, and X-ray powder diffractometry. The results showed the natures of the complexes significantly different from the free isoflavonoids. Herein, we suggest that the succinoglycan dimers are able to act as effective complexing agents for the isoflavonoids.     

Efficient peptide mapping and its application to identify embryo proteins in rice proteome analysis

Using direct N-terminal analysis, only 31 N-terminally unblocked proteins out of 100 rice embryo proteins could be identified. To obtain protein sequence information for the remaining 69 blocked proteins, we developed a simple, efficient and rapid method. Using this method, we determined the peptide maps of 20 proteins per day in 10 pmol amounts. Applying this method to rice proteome analysis, we determined the internal sequences of all 69 blocked proteins. A total of 28 proteins out of 100 analyzed showed sequence similarity to the proteins with known functions in the SWISS-PROT and NCBI databases. Alternatively, we also used peptide mass fingerprinting determined by matrix assisted laser desorption/ionization-time of flight-mass spectrometry (MALDI-TOF-MS) to identify the rice proteins separated by two-dimensional electrophoresis (2-DE). Although peptide-mass fingerprinting is a high-throughput method, we could not easily identify all the rice proteins or genes by this method, because the complete database information on rice, is not yet available and many proteins are post-translationally modified. Therefore, at present, the improved peptide mapping method as we report here is considered to be very useful in rice proteome analysis, especially for blocked proteins.     

Study of the development of chemoresistance in melanoma cell lines using proteome analysis

Malignant melanomas have poor prognosis since treatment with anti-neoplastic agents is mostly ineffective. The biological mechanisms of this strong intrinsic therapy resistance are unknown. In order to identify new molecular factors potentially associated with the drug-resistant phenotype of malignant melanoma, a panel of human melanoma cell variants exhibiting low and high levels of resistance to four commonly used anticancer drugs in melanoma treatment, i.e., vindesine, etoposide, cisplatin, and fotemustine, was characterized using proteomic tools (two-dimensional electrophoresis for protein fractionation and matrix assisted laser desorption/ionization-time of flight (MALDI-TOF)-mass spectrometry for protein identification). In the neutral and weak acidic milieu (pH 4.0-8.0) a total number of 14 proteins showed alterations in expression whereas 20 proteins were differentially expressed in the basic milieu (pH 8.0-11.0). Besides proteins with unknown physiologic function, several factors were identified that show chaperone activity. Moreover, proteins involved in drug detoxification, metabolism, and regulation of apoptotic pathways could be identified. The possible role of these proteins in the development of chemoresistance is discussed, although detailed functional tests with these proteins have still to be performed. Nevertheless, it is clear that this proteomic approach for studying chemoresistance phenomena is a prerequisite before further investigation can yield insight into the biology and development of drug resistance in malignant melanoma.     

Prefractionation of protein samples for proteome analysis using reversed-phase high-performance liquid chromatography

We describe an approach for fractionating complex protein samples prior to two-dimensional gel electrophoresis using reversed-phase high-performance liquid chromatography. Whole lysates of cells and tissue were prefractionated by reversed-phase chromatography and elution with a five-step gradient of increasing acetonitrile concentrations. The proteins obtained at each step were subsequently separated by high-resolution two-dimensional gel electrophoresis (2-DE). The reproducibility of this prefractionation technique proved to be optimal for comparing 2-DE gels from two different cell states. In addition, this method is suitable for enriching low-abundance proteins barely detectable by silver staining to amounts that can be detected by Coomassie blue and further analyzed by mass spectrometry.     

Study of the development of thermoresistance in human pancreatic carcinoma cell lines using proteome analysis

In order to find candidate proteins that are potentially associated with the thermoresistant phenotype in combination with drug resistance, we analyzed the differential protein expression in vitro in the human pancreatic cancer cell line EPP85-181-P and classical and atypical multidrug-resistant variants and their thermoresistant counterparts using proteomics. This study identifies sets of proteins that may lead to the development of thermoresistance. These results provide a fundamental basis to elucidate the molecular mechanism of thermoresistance and chemoresistance phenomena that may assist the therapy of inoperable cancers.     

Media containing aromatic compounds induce peculiar proteins in Acinetobacter radioresistens, as revealed by proteome analysis.

An Acinetobacter radioresistens strain able to grow on phenol or benzoate as sole carbon and energy source through the beta-ketoadipate pathway was isolated in our laboratories. In previous research, we found a different expression of catechol-1,2-dioxygenase isoenzymes (C-1,2-O) depending on the growth substrate (phenol or benzoate). In the present study, we used proteome techniques to extend our investigation to other enzymes involved in the aromatic degradation pathway. Since the first nontoxic metabolite in this route is cis,cis-muconic acid, we focused our attention on the enzymes leading to this compound, chiefly phenol hydroxylase (PH), benzoate dioxygenase (BD), cis-1,2-dihydroxycyclohexa-3,5-diene-1-carboxylate dehydrogenase (D) and C-1,2-O. In particular, the A. radioresistens proteome was monitored under different growth substrate conditions, using acetate, benzoate, or phenol as sole carbon source. We compared the protein maps by software image analysis and detected marked differences, suggesting the inducibility of most enzymes. This research also sought to evaluate the conditions allowing the best expression of enzymes to be used in immobilized systems suitable for bioremediation. The experimental data indicate that benzoate is the best carbon source to gain the highest amount of C-1,2-O and D, while phenol is the best growth substrate to obtain PH.     

Identification of ligand binding sites on proteins using a multi-scale approach

Identification of a ligand binding site on a protein is pivotal to drug discovery. To date, no reliable and computationally feasible general approach to this problem has been published. Here we present an automated efficient method for determining binding sites on proteins for potential ligands without any a priori knowledge. Our method is based upon the multiscale concept where we deal with a hierarchy of models generated using a k-means clustering algorithm for the potential ligand. This is done in a simple approach whereby a potential ligand is represented by a growing number of feature points. At each increasing level of detail, a pruning of potential binding site is performed. A nonbonding energy function is used to score the interactions between molecules at each step. The technique was successfully employed to seven protein-ligand complexes. In the current paper we show that the algorithm considerably reduces the computational effort required to solve this problem. This approach offers real opportunities for exploiting the large number of structures that will evolve from structural genomics.     

Role of jasmonate in the rice (Oryza sativa L.) self-defense mechanism using proteome analysis

Exogenously applied jasmonic acid (JA) was used to study changes in protein patterns in rice (Oryza sativa L.) seedling tissues, to classify these changes, and to assign a role for these changes, in order to define the role of JA in the rice self-defense mechanism. High resolution two-dimensional polyacrylamide gel electrophoretic analysis revealed induction of new proteins in both leaf and stem tissues after JA treatment, with the major protein spots further analyzed through N-terminal and internal amino acid sequencing, purification, antibody production, and immunoblot analysis. JA treatment results in necrosis in these tissues, which is accompanied by drastic reductions in ribulose-1,5-bisphosphate carboxylase/oxygenase (RuBisCO) subunits, and was confirmed using immunoblotting. Induction of novel proteins was found particularly in the stem tissues, including a new basic 28 kDa Bowman-Birk proteinase inhibitor protein (BBPIN; jasmonate-induced stem protein, JISP 6), and acidic 17 kDa pathogenesis-related class 1 protein (PR-1, JISP 9). This induction of proteins was blocked by a protein synthesis inhibitor cycloheximide (CHX) indicating de novo protein synthesis. Kinetin (KIN), a cytokinin and free radical scavenger reversed RuBisCO decreases, but not induction of proteins. Immunoblot analysis using antibodies generated against these purified proteins revealed a tissue-specific expression pattern and time-dependent induction after JA treatment. Our results indicate that jasmonate affects defense-related gene expression in rice seedlings, as evidenced by de novo synthesis of novel proteins with potential roles in plant defense.     

毛细管整体柱在线二维分离系统应用于人体软骨的蛋白质组分析

将已建立的 7 cm 柱长的磷酸基团强阳离子交换富集整体柱与85 cm柱长的C12烷基反相整体柱结合的在线二维分离平台应用于软骨提取蛋白的蛋白质组分析。对20 μg软骨提取蛋白的酶解产物进行14个盐梯度的分级,然后对14个馏分进行反相色谱梯度分离及串联质谱鉴定,成功地鉴定得到了7434个独立肽段对应的1901个非冗余蛋白质。对所鉴定到的蛋白质进行定位分类,结果表明鉴定到的大部分蛋白质是来自于软骨细胞内部的低丰度蛋白质,这对于许多关节类疾病的研究有重要意义。