Predicting protein-protein interactions on a proteome scale by matching evolutionary and structural similarities at interfaces using PRISM

Prediction of protein-protein interactions at the structural level on the proteome scale is important because it allows prediction of protein function, helps drug discovery and takes steps toward genome-wide structural systems biology. We provide a protocol (termed PRISM, protein interactions by structural matching) for large-scale prediction of protein-protein interactions and assembly of protein complex structures. The method consists of two components: rigid-body structural comparisons of target proteins to known template protein-protein interfaces and flexible refinement using a docking energy function. The PRISM rationale follows our observation that globally different protein structures can interact via similar architectural motifs. PRISM predicts binding residues by using structural similarity and evolutionary conservation of putative binding residue 'hot spots'. Ultimately, PRISM could help to construct cellular pathways and functional, proteome-scale annotation. PRISM is implemented in Python and runs in a UNIX environment. The program accepts Protein Data Bank-formatted protein structures and is available at http://prism.ccbb.ku.edu.tr/prism_protocol/.     

Expression of functional full-length hSRC-1 in eukaryotic cells using modified vaccinia virus Ankara and baculovirus

Purified protein expression level and quality are contingent upon specific host expression systems. This differential production is particularly observed for proteins of high molecular weight, hampering further structural studies. We developed an expression method aimed at producing proteins in Escherichia coli, insect, and mammalian systems. Our novel protocol was used to produce in large scale the full-length 160-kDa steroid receptor coactivator 1 (SRC-1), a coregulator of nuclear receptors. The results indicate that we can produce biologically active human SRC-1 in mammalian and insect cells in large scale.     

Antibodies immobilized as arrays to profile protein post-translational modifications in mammalian cells

Previously, we demonstrated that antibodies printed on a solid support were able to detect protein-protein interaction in mammalian cells. Here we further developed the antibody array system for detecting proteins with various post-translational modifications in mammalian cells. In this novel approach, immunoprecipitated proteins were labeled with fluorescent dye followed by incubation over antibody arrays. Targeted proteins, captured by the antibodies immobilized on PVDF membrane or glass slide, were detected by means of near infrared fluorescent scanner or fluorescent microscopy. To demonstrate the application of the antibody arrays in protein post-translational modifications, we profiled protein tyrosine phosphorylation, ubiquitination, and acetylation in mammalian cells under different conditions. Our results indicate that antibody array technology can provide a powerful means of profiling a large number of proteins with different post-translational modifications in cells.     

丝状真菌高效表达异源蛋白研究进展

丝状真菌是具有高效分泌蛋白质潜力的真核表达系统, 能对蛋白质进行翻译后修饰, 如蛋白质糖基化等; 并且比植物、昆虫和哺乳动物细胞具有更快的生长速率。近年来, 随着真菌分子遗传技术和菌种改良策略的进步, 尤其是真菌基因组学的发展, 利用丝状真菌生产异源蛋白越来越受到关注。综述了丝状真菌作为细胞工厂生产异源蛋白的最新探索与进展, 其中包括功能基因组学在蛋白表达与分泌研究中的应用, 同时探讨了异源蛋白表达和生产的改进策略。     

丝状真菌高效表达异源蛋白研究进展

丝状真菌是具有高效分泌蛋白质潜力的真核表达系统, 能对蛋白质进行翻译后修饰, 如蛋白质糖基化等; 并且比植物、昆虫和哺乳动物细胞具有更快的生长速率。近年来, 随着真菌分子遗传技术和菌种改良策略的进步, 尤其是真菌基因组学的发展, 利用丝状真菌生产异源蛋白越来越受到关注。综述了丝状真菌作为细胞工厂生产异源蛋白的最新探索与进展, 其中包括功能基因组学在蛋白表达与分泌研究中的应用, 同时探讨了异源蛋白表达和生产的改进策略。     

Quantitative evaluation of mammalian skeletal muscle as a heterologous protein expression system

The production of mammalian proteins in sufficient quantity and quality for structural and functional studies is a major challenge in biology. Intrinsic limitations of yeast and bacterial expression systems preclude their use for the synthesis of a significant number of mammalian proteins. This creates the necessity of well-identified expression systems based on mammalian cells. In this paper, we demonstrate that adult mammalian skeletal muscle, transfected in vivo by electroporation with DNA plasmids, is an excellent heterologous mammalian protein expression system. By using the fluorescent protein EGFP as a model, it is shown that muscle fibers express, during the course of a few days, large amounts of authentic replicas of transgenic proteins. Yields of approximately 1mg/g of tissue were obtained, comparable to those of other expression systems. The involvement of adult mammalian cells assures an optimal environment for proper protein folding and processing. All these advantages complement a methodology that is universally accessible to biomedical investigators and simple to implement.     

Highly efficient selenomethionine labeling of recombinant proteins produced in mammalian cells

The advent of the multiwavelength anomalous diffraction phasing method has significantly accelerated crystal structure determination and has become the norm in protein crystallography. This method allows researchers to take advantage of the anomalous signal from diverse atoms, but the dominant method for derivative preparation is selenomethionine substitution. Several generally applicable, high-efficiency labeling protocols have been developed for use in the bacterial, yeast, and baculovirus/insect cell expression systems but not for mammalian tissue culture. As a large number of proteins of biomedical importance can only be produced in yields sufficient for X-ray diffraction experiments in mammalian expression systems, it becomes all the more important to develop such protocols. We therefore evaluated several variables that play roles in determining incorporation levels and report here a simple protocol for selenomethionine modification of proteins in mammalian cells routinely yielding >90% labeling efficiency.     

Constructing structural networks of signaling pathways on the proteome scale

Proteins function through their interactions, and the availability of protein interaction networks could help in understanding cellular processes. However, the known structural data are limited and the classical network node-and-edge representation, where proteins are nodes and interactions are edges, shows only which proteins interact; not how they interact. Structural networks provide this information. Protein-protein interface structures can also indicate which binding partners can interact simultaneously and which are competitive, and can help forecasting potentially harmful drug side effects. Here, we use a powerful protein-protein interactions prediction tool which is able to carry out accurate predictions on the proteome scale to construct the structural network of the extracellular signal-regulated kinases (ERK) in the mitogen-activated protein kinase (MAPK) signaling pathway. This knowledge-based method, PRISM, is motif-based, and is combined with flexible refinement and energy scoring. PRISM predicts protein interactions based on structural and evolutionary similarity to known protein interfaces.     

Two methods for improved purification of full-length mammalian proteins that have poor expression and/or solubility using standard Escherichia coli procedures

Many mammalian proteins are multifunctional proteins with biological activities whose characterization often requires in vitro studies. However, these studies depend on generation of sufficient quantities of recombinant protein and many mammalian proteins cannot be easily expressed and purified as full-length products. One example is the Wilm's tumor gene product, WT1, which has proven difficult to express as a full-length purified recombinant protein using standard approaches. To facilitate expression of full-length WT1 we have developed approaches that optimized its expression and purification in Escherichia coli and mammalian cells. First, using a bicistronic vector system, we successfully expressed and purified WT1 containing a C-terminal tandem affinity tag in 293T cells. Second, using a specific strain of E. coli transformed with a modified GST vector, we successfully expressed and purified N-terminal GST tagged and C-terminal 2x FLAG tagged full-length human WT1. The benefits of these approaches include: (1) two-step affinity purification to allow high quality of protein purification, (2) large soluble tags that can be used for a first affinity purification step, but then conveniently removed with the highly site-specific TEV protease, and (3) the use of non-denaturing purification and elution conditions that are predicted to preserve native protein conformation and function.     

Urinary proteins and pheromonal communication in mammals

Urinary proteins play a significant role as pheromones and pheromone-binders in mammalian reproduction and social behaviour. The present study was carried out to quantify the urinary proteins in five different mammalian species viz mouse, rat, rabbit, bovine and human. The results revealed that the male rodents excrete large amounts of urinary protein as compared to that of other mammals. In addition, the male mammals excrete a higher quantity of protein than do the females., suggesting the role of androgens in excretion of protein. The presence of higher concentration of urinary proteins in rodents suggests that the rodents depend more on urinary proteins for olfactory/social communication.     

An efficient and generic strategy for producing soluble human proteins and domains in E. coli by screening construct libraries

The implementation of generic and efficient technologies for the production of recombinant eukaryotic proteins remains an outstanding challenge in structural genomics programs. We have recently developed a new method for rapid identification of soluble protein expression in E. coli, the colony filtration blot (CoFi blot). In this study, the CoFi blot was used to screen libraries where the N-terminal translation start point was randomized. To investigate the efficiency of this strategy, we have attributed a large number of proteins to this process. In a set of 32 mammalian proteins, we were able to double the success rate (from 34 to 68%) of producing soluble and readily purifiable proteins in E. coli. Most of the selected constructs had their N-termini close to predicted domain borders and the method therefore provides a mean for experimental "domain foot printing." Surprisingly, for most of the targets, we also observed expressing constructs that were close to full-length. In summary this strategy constitutes a generic and efficient method for producing mammalian proteins for structural and functional studies.     

Mining mammalian genomes for folding competent proteins using Tat‐dependent genetic selection in Escherichia coli

Recombinant expression of eukaryotic proteins in Escherichia coli is often limited by poor folding and solubility. To address this problem, we employed a recently developed genetic selection for protein folding and solubility based on the bacterial twin‐arginine translocation (Tat) pathway to rapidly identify properly folded recombinant proteins or soluble protein domains of mammalian origin. The coding sequences for 29 different mammalian polypeptides were cloned as sandwich fusions between an N‐terminal Tat export signal and a C‐terminal selectable marker, namely β‐lactamase. Hence, expression of the selectable marker and survival on selective media was linked to Tat export of the target mammalian protein. Since the folding quality control feature of the Tat pathway prevents export of misfolded proteins, only correctly folded fusion proteins reached the periplasm and conferred cell survival. In general, the ability to confer growth was found to relate closely to the solubility profile and molecular weight of the protein, although other features such as number of contiguous hydrophobic amino acids and cysteine content may also be important. These results highlight the capacity of Tat selection to reveal the folding potential of mammalian proteins and protein domains without the need for structural or functional information about the target protein.     

Transforming a Pair of Orthogonal tRNA-aminoacyl-tRNA Synthetase from Archaea to Function in Mammalian Cells

A previously engineered Methanocaldococcus jannaschii –tyrosyl-tRNA synthetase pair orthogonal to Escherichia coli was modified to become orthogonal in mammalian cells. The resulting -tyrosyl-tRNA synthetase pair was able to suppress an amber codon in the green fluorescent protein, GFP, and in a foldon protein in mammalian cells. The methodology reported here will allow rapid transformation of the much larger collection of existing tyrosyl-tRNA synthetases that were already evolved for the incorporation of an array of over 50 unnatural amino acids into proteins in Escherichia coli into proteins in mammalian cells. Thus we will be able to introduce a large array of possibilities for protein modifications in mammalian cells.     

Over‐expression of secreted proteins from mammalian cell lines

Secreted mammalian proteins require the development of robust protein over‐expression systems for crystallographic and biophysical studies of protein function. Due to complex disulfide bonds and distinct glycosylation patterns preventing folding and expression in prokaryotic expression hosts, many secreted proteins necessitate production in more complex eukaryotic expression systems. Here, we elaborate on the methods used to obtain high yields of purified secreted proteins from transiently or stably transfected mammalian cell lines. Among the issues discussed are the selection of appropriate expression vectors, choice of signal sequences for protein secretion, availability of fusion tags for enhancing protein stability and purification, choice of cell line, and the large‐scale growth of cells in a variety of formats.     

Removal of N-acetyl groups from blocked peptides with acylpeptide hydrolase. Stabilization of the enzyme and its application to protein sequencing

Acylpeptide hydrolase, an enzyme that removes the modified residue from N-terminally acetylated peptides, has been purified from ovine liver and developed as a tool in sequencing blocked peptides and proteins. Its instability imposes a major limitation on the use of the mammalian enzyme in protein chemistry. Coupling to Sepharose followed by intramolecular cross-linking with dimethyl-suberimidate increased its thermostability and rendered it more resistant to inactivation by either SDS or N,N-dimethylformamide. The resulting enzyme preparation is reusable and more effective at cleaving longer acetylated peptides. It is therefore useful for unblocking acetylated proteins prior to protein sequence analysis. Intact proteins and many isolated peptides are still too large to be cleaved directly, but in this paper we describe a procedure for overcoming this difficulty. The protein is fragmented and non-acetylated peptides are then absorbed out with isothiocyanato-glass. The N-terminal peptide remains in solution and is unblocked with stabilised acylpeptide hydrolase. No chromatographic separation are required. The N-terminal sequence can then be obtained by automated Edman degradation. This procedure has been successfully demonstrated on a large synthetic peptide.     

A modified mammalian tandem affinity purification procedure to prepare functional polycystin-2 channel

The tandem affinity purification (TAP) procedure was initially developed as a tool for rapid purification of native protein complexes expressed at their natural levels in yeast cells. This purification procedure was also applied to study interactions between soluble proteins in mammalian cells. In order to apply this procedure to mammalian membrane proteins, we created a modified TAP tag expression vector and fused with the PKD2 gene, encoding a membrane cation channel protein, polycystin-2, mutated in 15% of autosomal dominant polycystic kidney disease. We generated epithelial Madin-Darby canine kidney cell line stably expressing TAP-tagged polycystin-2, improved the subsequent steps for membrane protein release and stability, and succeeded in purifying this protein. Using patch clamp electrophysiology, we detected specific polycystin-2 channel activities when the purified protein was reconstituted into a lipid bilayer system. Thus, this modified TAP procedure provides a powerful alternative to functionally characterize membrane proteins, such as ion channels, transporters and receptors, using cell-free system derived from mammalian cells.     

Profiling of membrane protein variants in a baculovirus system by coupling cell-surface detection with small-scale parallel expression

Production of structure-grade mammalian membrane proteins in substantial quantities has been hindered by a lack of methods for effectively profiling multiple constructs expression in higher eukaryotic systems such as insect or mammalian cells. To address this problem, a specialized small-scale eukaryotic expression platform by Thomson Instrument Company (Vertiga-IM) was developed and used in tandem with a Guava EasyCyte microcapillary 96-well cytometer to monitor cell density and health and evaluate membrane protein expression. Two proof of concept experiments were conducted using the human beta(2)-adrenergic receptor (beta(2)AR) and the gap junction protein connexin26 (Cx26) in a baculovirus expression system. First, cell surface expression was used to assess the expression levels of 14 beta(2)AR truncation variants expressed using the Vertiga-IM shaker. Three of these variants were then compared to wild-type beta(2)AR using three metrics: cell surface expression, saturation ligand binding and protein immunoblot analysis of dodecylmaltoside extracted material. Second, a series of systematic Cx26 truncation variants were evaluated for expression by protein immunoblot analysis. The cumulative results for these two systems show that the Vertiga-IM instrument can be used effectively in the parallel insect cell microexpression of membrane protein variants, and that the expression of cell surface molecules as monitored with the Guava EasyCyte instrument can be used to rapidly assess the production of properly folded proteins in the baculovirus expression system. This approach expedites the in vitro evaluation of a large number of mammalian membrane protein variants.     

Two African swine fever virus proteins derived from a common precursor exhibit different nucleocytoplasmic transport activities

African swine fever virus (ASFV), a large icosahedral deoxyvirus, is the causative agent of an economically relevant hemorrhagic disease that affects domestic pigs. The major purpose of the present study was to investigate the nuclear transport activities of the ASFV p37 and p14 proteins, which result from the proteolytic processing of a common precursor. Experiments were performed by using yeast-based nucleocytoplasmic transport assays and by analysis of the subcellular localization of different green fluorescent and Myc fusion proteins in mammalian cells. The results obtained both in yeast and mammalian cells clearly demonstrated that ASFV p14 protein is imported into the nucleus but not exported to the cytoplasm. The ability of p37 protein to be exported from the nucleus to the cytoplasm of both yeast and mammalian cells was also demonstrated, and the results clearly indicate that p37 nuclear export is dependent on the interaction of the protein with the CRM-1 receptor. In addition, p37 was shown to exhibit nuclear import activity in mammalian cells. The p37 protein nuclear import and export abilities described here constitute the first report of a nucleocytoplasmic shuttling protein encoded by the ASFV genome. Overall, the overlapping results obtained for green fluorescent protein fusions and Myc-tagged proteins undoubtedly demonstrate that ASFV p37 and p14 proteins exhibit nucleocytoplasmic transport activities. These findings are significant for understanding the role these proteins play in the replication cycle of ASFV.