Concomitant determination of absolute values of cellular protein amounts,synthesis rates,and turnover rates by quantitative proteome profiling

Two-dimensional gel electrophoresis of protein fractions isolated from (35)S-radiolabeled cells provides qualitative information on intracellular amounts, (35)S incorporation rates, protein modifications, and subcellular localizations of up to thousands of individual proteins. In this study we extended proteome profiling to provide quantitative data on synthesis rates of individual proteins. We combined fluorescence detection of radiolabeled proteins with SYPRO ruby(TM) staining and subsequent autoradiography of the same gels, thereby quantifying protein amounts and (35)S incorporation. To calibrate calculation of absolute synthesis rates, we determined the amount and autoradiograph intensity of radiolabeled haptoglobin secreted by interleukin-6 pretreated HepG2 cells. This allowed us to obtain a standard calibration value for (35)S incorporation per autoradiograph intensity unit. This value was used to measure protein synthesis rates during time course experiments of heat-shocked U937 cells. We measured the increasing amounts of hsp70 and calculated it by integration of the determined hsp70 synthesis rates over time. Similar results were obtained by both methods, validating our standardization procedure. Based on the assumption that the synthesis rate of proteins in a steady state of cell metabolism would essentially compensate protein degradation, we calculated biological half-lives of proteins from protein amounts and synthesis rates determined from two-dimensional gels. Calculated protein half-lives were found close to those determined by pulse-chase experiments, thus validating this new method. In conclusion, we devised a method to assess quantitative proteome profiles covering determination of individual amounts, synthesis, and turnover rates of proteins.     

GelMap-a novel software tool for building and presenting proteome reference maps

Protein separation by two-dimensional gel electrophoresis is of central importance for proteomics. Upon combination with systematic protein identifications by mass spectrometry, large data sets are routinely generated in several proteome laboratories which can be used as "reference maps" for future analyses of analogous biochemical fractions. Here we present GelMap, a novel software tool for the building presentation and evaluation of proteomic reference maps. Variable frames are introduced in order to group proteins into functional categories on three levels or into categories according to differential abundance during comparative proteome analyses. The software is easy to handle as it only requires uploading two digital files to a web site. An additional file including detailed information on all proteins can be combined with the primary map. Two different gel-based projects are presented to illustrate the capacity of GelMap for proteome annotation and evaluation.     

In Silico Characterization of Proteins: UniProt,InterPro and Integr8

Nucleic acid sequences from genome sequencing projects are submitted as raw data, from which biologists attempt to elucidate the function of the predicted gene products. The protein sequences are stored in public databases, such as the UniProt Knowledgebase (UniProtKB), where curators try to add predicted and experimental functional information. Protein function prediction can be done using sequence similarity searches, but an alternative approach is to use protein signatures, which classify proteins into families and domains. The major protein signature databases are available through the integrated InterPro database, which provides a classification of UniProtKB sequences. As well as characterization of proteins through protein families, many researchers are interested in analyzing the complete set of proteins from a genome (i.e. the proteome), and there are databases and resources that provide non-redundant proteome sets and analyses of proteins from organisms with completely sequenced genomes. This article reviews the tools and resources available on the web for single and large-scale protein characterization and whole proteome analysis.     

Bacterial cell cycle: seeing the big picture with microarrays

Global assays of gene expression and protein stability during the Caulobacter crescentus cell cycle reveal that a surprisingly large fraction of the genome and proteome is affected as cells grow and divide. These studies are an important step toward understanding how the cell cycle is controlled in prokaryotes.     

Profiling the alkaline membrane proteome of Caulobacter crescentus with two-dimensional electrophoresis and mass spectrometry

Attempts at protein profiling in the alkaline pH region using isoelectric focusing have often proved difficult, greatly limiting the scope of proteome analysis. We investigated several parameters using custom pH 8-11 immobilized pH gradients to separate a Caulobacter crescentus membrane preparation. These included sample application, quenching endoosomotic flow and gel matrix composition. Among these factors, the sample application position was the predominant parameter to affect two-dimensional gel quality. Separated proteins were silver stained and profiled using matrix-assisted laser desorption/ionization (MALDI) mass spectrometry. The use of a prototype MALDI-Q-Tof mass spectrometer assisted identification of several proteins by providing highly informative peptide fragmentation data from the sample digests. Thirty-two unique alkaline proteins were identified in this study, which complements our previously described C. crescentus membrane proteome. Our experiments point towards new options for proteomic researchers aiming to both extend the scope of analysis, and simplify methods of identifying proteins with high confidence.     

ProteomeWeb: a web-based interface for the display and interrogation of proteomes

The analysis of proteomes, i.e., the proteins expressed by biological organisms under a given set of conditions at a given time, requires separating complex protein mixtures into discrete protein components, measuring their relative abundances, and identifying the individual protein components. Many types of data are generated during the course of proteome analysis, including graphic images of the protein profiles, flat files containing numeric data, spreadsheets for assimilating numeric data, and relational database tables for integrating data from multiple experiments. As part of a project to describe the proteomes of microbes of interest to the U.S. Department of Energy, a World-Wide Web-based interface has been developed for the display of protein profiles generated by two-dimensional gel electrophoresis. The web interface is capable of obtaining protein identifications on the fly, interrogating the quantitative data in the context of available genome sequence information, and relating the proteome data to existing metabolic pathway databases. Analysis of protein expression profiles is expedited, providing the capability to efficiently determine the gene locations for proteins modulated in abundance in response to different growth conditions and to locate the positions of the proteins within specific metabolic pathways. The proteome of the archaeon Methanococcus jannaschii, a microbe for which the complete genome sequence is available, is used to demonstrate the capabilities of this evolving web interface (http://proteomeweb.anl.gov).     

Construction of a two-dimensional gel electrophoresis protein database for the Nicotiana tabacum cv. Bright Yellow-2 cell suspension culture

Using two-dimensional gel electrophoresis (2-DE) and electrospray-tandem mass spectrometry (ESI-MS/MS), we have started the proteome analysis of the cell line Nicotiana tabacum cv. Bright Yellow-2 (tobacco BY-2). The BY-2 cell suspension culture is widely used as a model system to study the growth and development of plant cells. We present a protocol describing the sample preparation and 2-DE, enabling us to separate and display more than 1000 proteins from this cell culture. A reference gel was generated, using immobilized pH gradient isoelectric focusing in a linear gradient from pH 3 to 10 and 12% Sodium dodecyl sulfate-polyacrylamide gel electrophoresis (SDS-PAGE). Although the tobacco genome is not sequenced yet, a range of protein spots from this reference map was identified by means of a semi-automated liquid chromatography-ESI-quadrupole time of flight-tandem MS (LC-ESI-QTOF-MS-MS) setup and cross-species matching. These data were integrated in a database, which can be accessed at http://tby2-www.uia.ac.be/tby2/. On the on-line reference map, the identified protein spots are hyperlinked to individual protein entries. Each protein entry contains all identification information, as well as links to relevant entries in other on-line databases. Comprehensive search functions are implemented. Especially for an unsequenced but widespread model organism like tobacco BY-2, such a reference database is a convenient source for protein information that brings protein identification within reach without the need for extensive MS. This publicly accessible database provides a solid basis for tobacco BY-2 proteomics in the future.     

The modulating effect of isoproterenol on DNA replication and protein synthesis. Synthesis patterns of the HMG proteins from electrostatically sorted salivary gland nuclei during the in vivo cell cycle

Within 96 h after initial isoproterenol administration, DNA replication and cell cycling were activated, as reflected in the bimodal distribution of nuclear fluorescence determined by flow-microfluorometric techniques. A group of proteins, the cetyltrimethylammonium bromide extractable nuclear proteins (CTAB-proteins), isolated form electrostatically sorted nuclei of rat salivary glands, was shown by staining and autoradiography after two-dimensional electrophoresis to undergo differential synthesis during various phases of the in vivo cell cycle after isoproterenol administration. Stained chromatographs revealed quantitative differences in protein synthesis. Gel autoradiography was a more sensitive technique than staining for detecting nuclear protein synthesis during cell cycling. As observed in the autoradiographs of the CTAB-proteins, isoproterenol initiated two distinct periods of protein synthesis in the salivary gland cell cycle: one during the 2C population G0/G1), and one during the 4C population (G2/M). Protein synthesis after isoproterenol administration was much more dramatic in the 2C (isoproterenol) population, where five new spots were seen. There was less radioactive incorporation in the 4C (isoproterenol) population. Two spots 'a' and 'b' that demonstrate differential protein synthesis in stained gel chromatographs and gel autoradiographs were shown to have electrophoretic mobilities, molecular weights and amino acid compositions highly similar to those of HMG1 and HMG2, respectively. A positive correlation could also be drawn between quantitative levels of 'a' and 'b' and their levels of incorporation during cellular activity with HMG (high mobility group) proteins. For example protein 'b' (HMG2) was consistently more abundant in proliferating cell populations than in the quiescent ones. Autoradiographic patterns of the CTAB-proteins indicated that proteins 'a' and 'b' were synthesized during the G0/G1 phase of the cell cycle, as were the majority of CTAB-proteins.     

PHProteomicDB： A Module for Two-dimensional Gel Electrophoresis Database Creation on Personal Web Sites

PHProteomicDB is a PHP-written module to help researchers in proteomics to share two-dimenslonal gel electrophoresis data using personal web sites. No technical or PHP knowledge is necessary except a few basics about web site management. PHProteomicDB has a user-friendly administration interface to enter and update data. It creates web pages on the fly displaying gel characteristics, gel pictures, and numbered gel spots with their related identifications pointing to their reference pages in protein databanks. The module is freely available at http：//www.huvec.com/index.php3？rub=Download.     

家蚕丝腺蛋白质组学研究方法的建立

通过高精度的双向电泳技术对家蚕中部丝腺组织的蛋白质进行分离,采用基质辅助激光解析电离飞行时间质谱(matrix-assistedlaserdesorption/ionizationtimeofflightmassspectrometry,MALDI-TOF-MS)对其中一些表达量较高的蛋白点进行鉴定,并利用GPMAW(GeneralProtein/MassAnalysisforWindows)软件结合家蚕基因组预测的蛋白质数据库构建本地的肽质量指纹图谱数据库,对所得到的肽质量指纹图谱进行分析。研究发现,经过双向凝胶电泳及其图象分析技术,硝酸银染色和考马斯亮蓝染色分别能分离出500个以上和100个以上的蛋白点。这些蛋白质点主要集中在分子量15~90kD区域,等电点pH3·5~7之间。MALDI-TOF-MS鉴定的25个考染蛋白点中有60%以上的PMF(PeptideMassFingerprint)的信号峰较强。在数据库检索过程中,利用家蚕肽质量指纹数据库所得检索结果与在Mascot的检索结果相比,前者不仅能够准确鉴定出一些已有研究报道的蛋白,从而验证检索方法的可行性,而且还能够对一些已经被家蚕基因组数据库所预测但未曾报道的新蛋白质进行鉴定,从而建立了一整套适合于家蚕蛋白质组研究的方法,并为其它绢丝昆虫蛋白质组研究提供了重要参考。     

AspC基因导入前后E.coli BL21蛋白质组的解析

为了考察表达天冬氨酸转氨酶工程菌在转基因前后蛋白质水平的差异变化,采用固相pH梯度-SDS聚丙烯酰胺双向凝胶电泳对转基因前后的大肠杆菌（E．coli BL21）的总蛋白进行分离,银染、显色后,使用2D蛋白质图象分析系统Image Master 2D Platinum 5．0和SWISS-2D PAGE蛋白质组数据库对双向电泳图谱进行分析,识别了近600个蛋白点,比较分析了与苯丙氨酸合成途径相关的关键蛋白的差异,初步探讨了AspC基因的导入后大肠杆菌蛋白质水平的精细调控。     

Web-accessible proteome databases for microbial research

The analysis of proteomes of biological organisms represents a major challenge of the post-genome era. Classical proteomics combines two-dimensional electrophoresis (2-DE) and mass spectrometry (MS) for the identification of proteins. Novel technologies such as isotope coded affinity tag (ICAT)-liquid chromatography/mass spectrometry (LC/MS) open new insights into protein alterations. The vast amount and diverse types of proteomic data require adequate web-accessible computational and database technologies for storage, integration, dissemination, analysis and visualization. A proteome database system (http://www.mpiib-berlin.mpg.de/2D-PAGE) for microbial research has been constructed which integrates 2-DE/MS, ICAT-LC/MS and functional classification data of proteins with genomic, metabolic and other biological knowledge sources. The two-dimensional polyacrylamide gel electrophoresis database delivers experimental data on microbial proteins including mass spectra for the validation of protein identification. The ICAT-LC/MS database comprises experimental data for protein alterations of mycobacterial strains BCG vs. H37Rv. By formulating complex queries within a functional protein classification database "FUNC_CLASS" for Mycobacterium tuberculosis and Helicobacter pylori the researcher can gather precise information on genes, proteins, protein classes and metabolic pathways. The use of the R language in the database architecture allows high-level data analysis and visualization to be performed "on-the-fly". The database system is centrally administrated, and investigators without specific bioinformatic competence in database construction can submit their data. The database system also serves as a template for a prototype of a European Proteome Database of Pathogenic Bacteria. Currently, the database system includes proteome information for six strains of microorganisms.     

PPMdb: a plant plasma membrane database

PPMdb is a proteome database dedicated to proteins from plant plasma membranes. It provides comprehensive two-dimensional polyacrylamide gel electrophoresis (2-D PAGE) maps, partial amino acid sequences and expression data. All this information is gathered and structured in a relational database, after being analyzed and annotated. PPMdb includes active links to related biological databases (EMBL, GenBank, GenPep, and SWISS-PROT and TrEMBL) as well as to MEDLINE abstracts. Information on specific protein spots can be displayed by clicking on the 2-D maps. In addition, users can query the database by accession number, protein name, pI and MW, and cellular location. Access to PPMdb is available at the following URL: http://sphinx.rug. ac.be:8080.     

Proteomic analysis of the Caulobacter crescentus stalk indicates competence for nutrient uptake

Caulobacter crescentus, a Gram-negative alpha-purple proteobacterium, is an oligotroph that lives in aquatic environments dilute in nutrients. This bacterium divides asymmetrically. Part of this asymmetric cell division involves the formation of a prosthecum at one pole, referred to as the stalk, which replaces the flagellum of the motile swarmer cell. Little is known about the synthesis or function of the stalk. The stalk is an extension of the cell membranes and peptidoglycan layer, and stalk elongation is stimulated by phosphate starvation. In this study, we have taken advantage of two-dimensional gel (2D gel) electro-phoresis as well as the fully sequenced genome of Caulobacter to study the proteome of the stalk. We modified a stalk-shedding mutant strain of Caulobacter crescentus to increase the yield of stalk material shed and performed 2D gel electrophoresis of purified stalks and cellular fractions. Comparison of the stalk 2D gel with the 2D gels of cell membrane and soluble fractions showed that the stalk is mostly free of cytoplasmic proteins and has a profile very similar to that of the cell membrane. Of the 172 proteins on a stalk 2D gel, we report the identification of 64 spots, corresponding to 39 different proteins present in the stalk of Caulobacter. The identifications include several TonB-dependent receptors, two OmpA family proteins, a dipeptidase, GlpQ, two alkaline phosphatases, 3-phytase, a putative TolC protein and 11 proteins of unknown function. These identifications are consistent with the hypothesis that the stalk plays a role in nutrient uptake.     

YPD, PombePD and WormPD: model organism volumes of the BioKnowledge library, an integrated resource for protein information

The BioKnowledge Library is a relational database and web site (http://www.proteome.com) composed of protein-specific information collected from the scientific literature. Each Protein Report on the web site summarizes and displays published information about a single protein, including its biochemical function, role in the cell and in the whole organism, localization, mutant phenotype and genetic interactions, regulation, domains and motifs, interactions with other proteins and other relevant data. This report describes four species-specific volumes of the BioKnowledge Library, concerned with the model organisms Saccharomyces cerevisiae (YPD), Schizosaccharomyces pombe (PombePD) and Caenorhabditis elegans (WormPD), and with the fungal pathogen Candida albicans (CalPD). Protein Reports of each species are unified in format, easily searchable and extensively cross-referenced between species. The relevance of these comprehensively curated resources to analysis of proteins in other species is discussed, and is illustrated by a survey of model organism proteins that have similarity to human proteins involved in disease.     

Regulation of polypeptide synthesis during Caulobacter development: two-dimensional gel analysis.

The gram-negative bacterium Caulobacter crescentus progresses through three distinct morphological transitions, including both motile and nonmotile cell types, during its cell cycle. Assessment of the extent of regulation of polypeptide synthesis during these transitions was carried out with two-dimensional gel electrophoresis of whole-cell extracts. Synchronous cells were pulse-labeled with 14C-amino acids for 10-min intervals throughout the entire 2-h cell cycle. The radioactively labeled polypeptides were analyzed by two-dimensional polyacrylamide gel electrophoresis. Autoradiograms resulting from fluorography of the second dimension provided the detection of approximately 1,000 unique spots. The 600 predominant polypeptide spots, representing approximately 40% of the coding capacity of Caulobacter deoxyribonucleic acid, were analyzed for major changes in their synthetic rates. Quantitation by densitometric scanning of individual polypeptide spots represented on the sequential fluorograms demonstrated significant changes in the temporal synthesis of 6% of the polypeptides. Extracts from asynchronous cells were fractionated to obtain total-membrane and deoxyribonucleic acid-binding polypeptide fractions. Subsequent electrophoresis of these cellular fractions revealed approximately 100 membrane polypeptides and 25 deoxyribonucleic acid-binding polypeptides. Eight of the regulated polypeptides were identified as membrane or deoxyribonucleic acid-binding proteins. The regulated polypeptides can be grouped into three main categories based on their interval of synthesis. The three categories are in direct correlation with the three distinct cell cycle stages. This analysis has also revealed a unique transition period in the cell cycle in which a significant proportion of gene expression is regulated.     

BiomarkerDigger: A versatile disease proteome database and analysis platform for the identification of plasma cancer biomarkers

We have developed a proteome database (DB), BiomarkerDigger ( http://biomarkerdigger.org ) that automates data analysis, searching, and metadata‐gathering function. The metadata‐gathering function searches proteome DBs for protein–protein interaction, Gene Ontology, protein domain, Online Mendelian Inheritance in Man, and tissue expression profile information and integrates it into protein data sets that are accessed through a search function in BiomarkerDigger. This DB also facilitates cross‐proteome comparisons by classifying proteins based on their annotation. BiomarkerDigger highlights relationships between a given protein in a proteomic data set and any known biomarkers or biomarker candidates. The newly developed BiomarkerDigger system is useful for multi‐level synthesis, comparison, and analyses of data sets obtained from currently available web sources. We demonstrate the application of this resource to the identification of a serological biomarker for hepatocellular carcinoma by comparison of plasma and tissue proteomic data sets from healthy volunteers and cancer patients.