A Bioinformatics Perspective on Proteomics: Data Storage, Analysis, and Integration

The field of proteomics is advancing rapidly as a result of powerful new technologies and proteomics experiments yield a vast and increasing amount of information. Data regarding protein occurrence, abundance, identity, sequence, structure, properties, and interactions need to be stored. Currently, a common standard has not yet been established and open access to results is needed for further development of robust analysis algorithms. Databases for proteomics will evolve from pure storage into knowledge resources, providing a repository for information (meta-data) which is mainly not stored in simple flat files. This review will shed light on recent steps towards the generation of a common standard in proteomics data storage and integration, but is not meant to be a comprehensive overview of all available databases and tools in the proteomics community.     

Bridging Proteomics and Medical Science - the 5th HUPO Brain Proteome Workshop in Dublin, Ireland

More than 70 interested colleagues attended the 5th Workshop of the HUPO Brain Proteome Project (HUPO BPP) at the UCD Conway Institute, Dublin, Ireland. An overview of the outcome of the pilot study was presented and the new subprojects "Clinical Neuroproteomics of Human Body Fluids" as well as "Cerebellum 2D-mapping" were announced. In addition the election of the HUPO BPP committees and the future directions of this project were discussed and decided. The meeting was enhanced by several talks highlighting the application of proteomics in biomedical research.     

Highlights of B/D‐HPP and HPP Resource Pillar Workshops at 12th Annual HUPO World Congress of Proteomics

At the 12th Annual HUPO World Congress of Proteomics in Japan, the Human Proteome Project (HPP) presented 16 scientific workshop sessions. Here we summarize highlights of ten workshops from the Biology and Disease‐driven HPP (B/D‐HPP) teams and three from the HPP Resource Pillars. Highlights of the three Chromosome‐centric HPP sessions appeared in the many articles of the 2014 C‐HPP special issue of the Journal of Proteome Research 1 .     

Frontiers in Neurodegeneration – New Insights and Prospects – 20th HUPO BPP Workshop

The HUPO Brain Proteome Project (HUPO BPP) held its 20th workshop in Yokohama, Japan, September 15, 2013. The focus of the autumn workshop was on new insights and prospects of neurodegenerative diseases.     

Early Diagnosis of Neurodegenerative Diseases – The Long Awaited Holy Grail and Bottleneck of Modern Brain Research – 19th HUPO BPP Workshop

The HUPO Brain Proteome Project (HUPO BPP) held its 19th workshop in Dortmund, Germany, from May 22 to 24, 2013. The focus of the spring workshop was on strategies and developments concerning early diagnosis of neurodegenerative diseases     

HUPO 2011: The new Cardiovascular Initiative - integrating proteomics and cardiovascular biology in health and disease

A newly reorganized HUPO Cardiovascular Initiative was announced at the HUPO 2011 Cardiovascular Initiative Workshop at Geneva. The new initiative is now part of the biology- and disease-driven component of the HUPO Human Proteome Project (B/D-HPP). Here we report the recent achievements and future directions of the initiative, and offer a perspective on the present challenges of cardiovascular proteomics and its integration with the cardiovascular biology community at large.     

A reference map and identification of porcine testis proteins using 2-DE and MS

The development of the testis is essential for maturation of male mammals. A complete understanding of proteins expressed in the testis will provide biological information on many reproductive dysfunctions in males. The purposes of this study were to apply a proteomic approach to investigating protein composition and to establish a 2-D PAGE reference map for porcine testis proteins. MALDI-TOF MS was performed for protein identification. When 1 mg of total proteins was assayed by 2-D PAGE and stained with colloidal CBB, more than 400 proteins with a pI of pH 3-10 and M(r) of 10-200 kDa could be detected. Protein expression varied among individuals, with CV between 4.7 and 131.5%. A total of 447 protein spots were excised for identification, among which 337 spots were identified by searching the mass spectra against the NCBInr database. Identification of the remaining 110 spots was unsuccessful. A 2-D PAGE-based porcine testis protein database has been constructed on the basis of the results and will be published on the WWW. This database should be valuable for investigating the developmental biology and pathology of porcine testis.     

Two-dimensional gel proteome reference map of INS-1E cells

The insulin-producing INS-1E rat cell line is widely used as a model for studying β-cells. It is a well-characterized cell line, mainly used in diabetes research. We established a 2-DE reference map for INS-1E cells. Using MALDI-TOF/TOF-MS/MS, we identified 546 spots. These included various proteins with an important role in β-cell physiology and with known roles as crucial proteins for diabetes development. We believe that the availability of this reference map will enhance our knowledge of β-cell physiology.     

Proteomics analysis of liver samples from puffer fish Takifugu rubripes exposed to excessive fluoride: An insight into molecular response to fluorosis

Comparative proteomics was performed to identify proteins in the liver of Takifugu rubripes in response to excessive fluoride exposure. Sixteen fish were randomly divided into a control group and an experimental group. The control group was raised in soft water alone (F^? = 0.4 mg/L), and the experimental group was raised in the same water with sodium fluoride at a high concentration of 35 mg/L. After 3 days, proteins were extracted from the fish livers and then subjected to two‐dimensional polyacrylamide gel electrophoresis analysis. The matrix‐assisted laser desorption ionization time‐of‐flight mass spectrometry (MALDI‐TOF‐MS) was applied to identify the proteins that were differentially expressed from the two groups of fish. Among an average of 816 and 918 proteins detected in the control and treated groups, respectively, 16 proteins were upregulated and 35 were downregulated (P < 0.01) in the fluoride‐treated group as compared with those in the control group. Twenty‐four highly differentially expressed proteins were further analyzed by MALDI‐TOF/TOF‐MS, and eight were identified by Mascot. These eight proteins include disulfide isomerase ER‐60, 4SNc‐Tudor domain protein, SMC3 protein, Cyclin D1, and mitogen‐activated protein kinase 10, as well as three unknown proteins. Consistent with their previously known functions, these identified proteins seem to be involved in apoptosis and other functions associated with fluorosis. These results will greatly contribute to our understanding of the effects of fluoride exposure on the physiological and biochemical functions of Takifugu and the toxicological mechanism of fluoride causing fluorosis in both fish and human. © 2010 Wiley Periodicals, Inc. J Biochem Mol Toxicol 24:21–28, 2010; Published online in Wiley InterScience ( www.interscience.wiley.com ). DOI 10.1002/jbt.20308     

Two‐dimensional proteome reference map for the radiation‐resistant bacterium Deinococcus geothermalis

2‐DE reference maps for Deinococcus geothermalis cytosolic and cell envelope proteomes were constructed. In total, 403 spots were identified as 299 different proteins. Unique in the proteomes were four subunits of V‐type ATPase and Deinococcus specific proteins constituting one‐fourth of cell envelope proteome. The cytoplasmic proteome included enzymes of the central carbon metabolism, chaperones, enzymes of protein and DNA repair, and oxidative stress. A total of 34 abundant proteins with unknown function may relate to the extreme stress tolerance of D. geothermalis.     

中药肝复康干预肝星状细胞及肝组织的蛋白质组学分析

目的：本实验通过中药对肝星状细胞和肝组织蛋白质组的干预实验,从蛋白质组学角度进一步揭示肝纤维化的发病机制和中药的药理作用,为新药研制提供理论依据。方法：制备正常大鼠肝星状细胞、加入血小板衍生生长因子的肝星状细胞及加入肝复康药物血清和血小板衍生生长因子的肝星状细胞,分别设定为正常对照组、模型组及治疗组;同时分别将注射二甲基亚硝胺、肝复康的大鼠设定为模型组及治疗组,并将各组大鼠肝脏取出。分别提取以上各组的总蛋白质并进行等电聚焦电泳,随后进行SDS-PAGE电泳。凝胶染色后比对蛋白质斑点,找出上调和下调的蛋白质。结果：随着治疗时间的不断延长,HSC的蛋白质表达在不同时间有了不同变化。大鼠造模4周后,模型组与治疗组肝组织总蛋白质图谱存在着一定差异,部分蛋白质在两组中表现出不同的丰度。结论：肝纤维化的发生与多种蛋白质的作用有关。中药肝复康治疗肝纤维化是通过调节多个蛋白质表达产生的。     

The first two-dimensional reference map of the fission yeast, Schizosaccharomyces pombe proteins

Cytosolic proteins of Schizosaccharomyces pombe were separated by two-dimensional (2-D) gel electrophoresis, to construct the first 2-D reference map. In the pI range 4-7, more than 500 spots were detected by silver staining, and 70 different proteins corresponding to 111 spots were identified by matrix-assisted laser desorption/ionization-time of flight mass spectrometry and tandem mass spectrometry, where necessary. In the pI range 6-9, approximately 330 spots were detected, and 31 proteins corresponding to 38 spots were identified by mass spectrometry. More than 50% of the identified proteins were involved in amino acid, carbohydrate or nucleotide metabolism, and energy production. A second large group of identified proteins comprises heat shock and other stress related proteins and chaperones.     

The commons dilemma: A simulation testing the effects of resource visibility and territorial division

In a commons dilemma laboratory analog subjects were allowed individually to draw valuable points from a slowly regenerating pool. Subjects participated in groups of four and faced the dilemma of either rapidly drawing a large number of points for themselves (but thereby destroying the pool), or limiting their own harvesting so that the pool would regenerate, benefiting the group. All subjects were, in addition, informed of the optimum strategy for harvesting before the game began, but results showed that this strategy was rarely used. Two factors were added to the basic game: (1) dividing the resource pool into individual harvesting territories, and (2) making the varying levels of resources visible. Each of these increased the harvest and production of the resource, but only territoriality increased the supply. Only when both factors were applied together did the groups approach the optimal harvesting strategy earlier spelled out to them. Possible mediating variables and applications are discussed.This paper is based on a dissertation thesis by the first author conducted at Arizona State University entitled Territoriality and the Tragedy of the Commons: A Social Trap Analysis. Grateful appreciation is extended to D. Linder, R. Hershberger, S. Braver, I. Sandler, A. Betz, R. Cialdini, and E. P. Willems for their assistance and advice.     

Proteins from bovine tissues and biological fluids: defining a reference electrophoresis map for liver,kidney, muscle,plasma and red blood cells

A number of high resolution two-dimensional electrophoresis (2-DE) reference maps for bovine tissues and biological fluids have been determined for animals in basal state. Among the 1863 distinct protein features detected in samples of liver, kidney, muscle, plasma and red blood cells, 509 species were identified and associated to 209 different genes. Difficulties in the identification were related to the poorly characterized Bos taurus genome and were solved by a combined matrix-assisted laser desorption/ionisation-mass spectrometry and liquid chromatography-electrospray ionization tandem mass spectrometry approach. The experimental output allowed us to establish a 2-DE database accessible through the World Wide Web network at the URL address (http://www.iabbam.na.cnr.it/Biochem). These reference maps may serve as a tool in future veterinary medical studies aimed at the evaluation of changes in protein repertoire for altered animal physiological conditions and infectious diseases, to the definition of molecular markers for novel diagnostic kits and vaccines, as well as the characterization of protein modifications in bovine materials following technological processes used in the food industry.     

Proteomics and Beyond: a report on the 3rd Annual Spring Workshop of the HUPO-PSI 21-23 April 2006, San Francisco, CA, USA

The theme of the third annual Spring workshop of the HUPO-PSI was "proteomics and beyond" and its underlying goal was to reach beyond the boundaries of the proteomics community to interact with groups working on the similar issues of developing interchange standards and minimal reporting requirements. Significant developments in many of the HUPO-PSI XML interchange formats, minimal reporting requirements and accompanying controlled vocabularies were reported, with many of these now feeding into the broader efforts of the Functional Genomics Experiment (FuGE) data model and Functional Genomics Ontology (FuGO) ontologies.     

Adenine recognition: a motif present in ATP-, CoA-, NAD-, NADP-, and FAD-dependent proteins.

Adenosine triphosphate (ATP) plays an essential role in energy transfer within the cell. In the form of NAD, adenine participates in multiple redox reactions. Phosphorylation and ATP-hydrolysis reactions have key roles in signal transduction and regulation of many proteins, especially enzymes. In each cell, proteins with many different functions use adenine and its derivatives as ligands; adenine, of course, is present in DNA and RNA. We show that an adenine binding motif, which differs according to the backbone chain direction of a loop that binds adenine (and in one variant by the participation of an aspartate side-chain), is common to many proteins; it was found from an analysis of all adenylate-containing protein structures from the Protein Data Bank. Indeed, 224 protein-ligand complexes (86 different proteins) from a total of 645 protein structure files bind ATP, CoA, NAD, NADP, FAD, or other adenine-containing ligands, and use the same structural elements to recognize adenine, regardless of whether the ligand is a coenzyme, cofactor, substrate, or an allosteric effector. The common adenine-binding motif shown in this study is simple to construct. It uses only (1) backbone polar interactions that are not dependent on the protein sequence or particular properties of amino acid side-chains, and (2) nonspecific hydrophobic interactions. This is probably why so many different proteins with different functions use this motif to bind an adenylate-containing ligand. The adenylate-binding motif reported is present in "ancient proteins" common to all living organisms, suggesting that adenine-containing ligands and the common motif for binding them were exploited very early in evolution. The geometry of adenine binding by this motif mimics almost exactly the geometry of adenine base-pairing seen in DNA and RNA.