Protein-protein interactions: better by the dozen

A combined reanalysis of the two largest yeast protein-protein interaction studies to date provides a large consolidated data set, with a level of accuracy matching the reliability of small-scale experiments.     

Protein-protein interactions:possible location of hemoglobin-haptoglobin contacts

We have studied the binding of α and β chain tryptic peptides to Hp linked to agarose. The results obtained provide evidence for a specific binding of peptides to Hp. Addition of Hb, which binds irreversibly Hp resulted in a specific displacement of the peptides bound to Hp. The analysis of the peptides displaced and their location in the Hb molecule suggested that Hb interacts with Hp through surfaces by which (I) αβ dimers and (II) α and β monomers face each other in the Hb tetramer.     

Protein-protein interaction networks: from interactions to networks

The goal of interaction proteomics that studies the protein-protein interactions of all expressed proteins is to understand biological processes that are strictly regulated by these interactions. The availability of entire genome sequences of many organisms and high-throughput analysis tools has led scientists to study the entire proteome (Pandey and Mann, 2000). There are various high-throughput methods for detecting protein interactions such as yeast two-hybrid approach and mass spectrometry to produce vast amounts of data that can be utilized to decipher protein functions in complicated biological networks. In this review, we discuss recent developments in analytical methods for large-scale protein interactions and the future direction of interaction proteomics.     

Protein-protein interactions: mechanisms and modification by drugs

Protein-protein interactions form the proteinaceous network, which plays a central role in numerous processes in the cell. This review highlights the main structures, properties of contact surfaces, and forces involved in protein-protein interactions. The properties of protein contact surfaces depend on their functions. The characteristics of contact surfaces of short-lived protein complexes share some similarities with the active sites of enzymes. The contact surfaces of permanent complexes resemble domain contacts or the protein core. It is reasonable to consider protein-protein complex formation as a continuation of protein folding. The contact surfaces of the protein complexes have unique structure and properties, so they represent prospective targets for a new generation of drugs. During the last decade, numerous investigations have been undertaken to find or design small molecules that block protein dimerization or protein(peptide)-receptor interaction, or on the other hand, induce protein dimerization.     

Protein-protein interactions directing resolvase site-specific recombination: a structure-function analysis.

Recombination catalyzed by the gamma delta resolvase requires assembly of a nucleo-protein complex, the synaptosome, whose structure is determined by resolvase-res and resolvase-resolvase interactions. In crystals of the resolvase catalytic domain, monomers of resolvase were closely associated with one another across three different dyad axes; one of these subunit contacts was shown to be an essential inter-dimer interaction. To investigate the relevance of the remaining two interfaces, we have made site-directed mutations at positions suggested by the structure. Cysteine substitutions were designed to link the interfaces covalently, mutations to arginine were used to disrupt intersubunit contacts, and mutations to tryptophan were used to study the hydrophobicity and solvent accessibility of potential interfaces by fluorescence quenching. Characterization of the mutant proteins has allowed us to identify the dimer interface of resolvase and to assign a structural role to a second intersubunit contact. The data presented here, together with our previous results, suggest that all three of the dyad-related intersubunit interactions observed in the crystal play specific roles in synapsis and recombination.     

Protein-protein interactions: from global to local analyses

For the increasing number of species with complete genome sequences, the task of elucidating their complete proteomes and interactomes has attracted much recent interest. Although the proteome describes the complete repertoire of proteins expressed, the interactome comprises the pairwise protein-protein interactions that occur, or could occur, within an organism, and forms a large-scale sparse network. Here we discuss the challenges provided by present data, and outline a route from global analysis to more detailed and focused studies of protein-protein interactions. Carefully using protein-interaction data allows us to explore its potential fully alongside the evaluation of mechanistic hypotheses about biological systems.     

CAFE: a computational tool for the study of gene family evolution

SUMMARY: We present CAFE (Computational Analysis of gene Family Evolution), a tool for the statistical analysis of the evolution of the size of gene families. It uses a stochastic birth and death process to model the evolution of gene family sizes over a phylogeny. For a specified phylogenetic tree, and given the gene family sizes in the extant species, CAFE can estimate the global birth and death rate of gene families, infer the most likely gene family size at all internal nodes, identify gene families that have accelerated rates of gain and loss (quantified by a p-value) and identify which branches cause the p-value to be small for significant families. AVAILABILITY: Software is available from http://www.bio.indiana.edu/~hahnlab/Software.html     

Protein-protein interaction using tryptophan analogues: novel spectroscopic probes for toxin-elongation factor-2 interactions

Previously, we characterized the role of the three naturally occurring Trp residues (W-417, -466, and -558) in the catalytic mechanism of the toxin-enzyme produced by Pseudomonas aeruginosa [Beattie and Merrill (1999) J. Biol. Chem. 274, 15646-15654]. However, the use of intrinsic Trp fluorescence to study toxin-eEF-2 interaction is inherently limited since the spectral properties of the various Trp residues in both proteins cannot easily be distinguished. To facilitate the study of the protein-protein interaction by Trp fluorescence spectroscopy, the Trp residues in the catalytic domain of exotoxin A were replaced with the amino acid analogues 4-fluorotryptophan, 5-fluorotryptophan, 5-hydroxytryptophan, and 7-azatryptophan. The incorporation of analogues was achieved by using a tightly regulated promoter, pBAD, and expressing the protein in a Trp auxotrophic strain of Escherichia coli, BL21, in a minimal medium containing the appropriate tryptophan analogue. Quantitative spectral analysis of the analogue-containing proteins using the Decompose program indicated that we had achieved 87-100% incorporation efficiency depending on the Trp analogue being used. Electrospray mass spectrometry analysis verified that we had achieved nearly total replacement of the L-tryptophan residues within the catalytic domain of exotoxin A with the tryptophan analogues 5-fluorotryptophan and 4-fluorotryptophan. The analogue-substituted proteins showed a variation in their catalytic activities with k(cat) values ranging from 6-fold (4-fluorotryptophan) to 260-fold (5-hydroxytryptophan) lower than the natural enzyme, which was in agreement with previous data using site-directed mutagenesis [Beattie et al. (1996) Biochemistry 35, 15134-15142]. However, the analogue-incorporated enzymes did not show any significant change in their ability to bind NAD(+) as substrate, as determined from a fluorescence-binding assay. The spectral properties of the various analogue-incorporated proteins were evaluated and compared with those of the native protein. Furthermore, selective excitation of the 5-hydroxytryptophan-incorporated toxin was exploited to study its interaction with the elongation factor-2 substrate by fluorescence resonance energy transfer to an acceptor chromophore located on the elongation factor-2 protein. The binding between the toxin-enzyme and elongation factor-2 was shown to be independent of the NAD(+) substrate (983 +/- 63 nM) and showed a small dependence upon the ionic strength of the solution.     

Protein-protein interactions as a target for drugs in proteomics

Protein-protein interactions play a central role in numerous processes in the cell and are one of the main fields of functional proteomics. This review highlights the methods of bioinformatics and functional proteomics of protein-protein interaction investigation. The structures and properties of contact surfaces, forces involved in protein-protein interactions, kinetic and thermodynamic parameters of these reactions were considered. The properties of protein contact surfaces depend on their functions. The contact surfaces of permanent complexes resemble domain contacts or the protein core and it is reasonable to consider such complex formation as a continuation of protein folding. Characteristics of contact surfaces of temporary protein complexes share some similarities with active sites of enzymes. The contact surfaces of the temporary protein complexes have unique structure and properties and they are more conservative in comparison with active site of enzymes. So they represent prospective targets for a new generation of drugs. During the last decade, numerous investigations were undertaken to find or design small molecules that block protein dimerization or protein(peptide)-receptor interaction, or, on the contrary, to induce protein dimerization.     

Deep insight from simple models of evolution.

On one hand, people admire the often strikingly efficient results of organic evolution. On the other hand, however, they decry mutation and selection to be a rather prodigal, inefficient trial-and-error strategy. Taking into account the parallel information processing in a heterogeneous population and sexual propagation with recombination, as well as the genetic control of the reproduction accuracy, computer simulated evolution reveals a couple of interesting, sometimes surprising, properties of nature's learning-by-doing algorithm. Survival of the fittest, Spencer's résumé of Darwin's view, turns out to be a bad advice if taken literally. Individual death, forgetting, and even regression show up to be necessary ingredients of the life game. Whether the process should be named gradualistic or punctualistic, is a matter of the observer's point of view.     

Protein-protein interactions in actin-myosin binding and structural effects of R405Q mutation: a molecular dynamics study

Detailed residue-wise interactions involved in the binding of myosin to actin in the rigor conformation without nucleotides have been examined using molecular dynamics simulations of the chicken skeletal myosin head complexed with two actin monomers, based on the cryo-microscopic model of Holmes et al. (Nature 2003;425:423-427). The overall interaction is largely electrostatic in nature, because of the charged residues in the four loops surrounding the central primary binding site. The 50k/20k loop, disordered in crystal structures and in simulations of free myosin in solution, was found to be in a conformation stabilized with 1 - 2 internal salt bridges. The cardiomyopathy loop forms 2 - 3 interprotein salt bridges with actin monomers upon binding, whereas its Arg405 residue, the mutation site associated with the hypertrophic cardiomyopathy, forms a strong salt bridge with Glu605 in the neighboring helix away from actin in the actin-bound myosin. The myopathy loop of the R405Q mutant maintains a high degree of two-strand beta-sheet character when bound to actin with the corresponding salt bridges broken.     

Protein-protein interactions as a tool for site-specific labeling of proteins

Probing structures and dynamics within biomolecules using ensemble and single-molecule fluorescence resonance energy transfer requires the conjugation of fluorophores to proteins in a site-specific and thermodynamically nonperturbative fashion. Using single-molecule fluorescence-aided molecular sorting and the chymotrypsin inhibitor 2-subtilisin BPN' complex as an example, we demonstrate that protein-protein interactions can be exploited to afford site-specific labeling of a recombinant double-cysteine variant of CI2 without the need for extensive and time-consuming chromatography. The use of protein-protein interactions for site-specific labeling of proteins is compatible with and complementary to existing chemistries for selective labeling of N-terminal cysteines, and could be extended to label multiple positions within a given polypeptide chain.     

Protein-protein interactions: making sense of networks via graph-theoretic modeling

The emerging area of network biology is seeking to provide insights into organizational principles of life. However, despite significant collaborative efforts, there is still typically a weak link between biological and computational scientists and a lack of understanding of the research issues across the disciplines. This results in the use of simple computational techniques of limited potential that are incapable of explaining these complex data. Hence, the danger is that the community might begin to view the topological properties of network data as mere statistics, rather than rich sources of biological information. A further danger is that such views might result in the imposition of scientific doctrines, such as scale-free-centric (on the modeling side) and genome-centric (on the biological side) opinions onto this area. Here, we take a graph-theoretic perspective on protein-protein interaction networks and present a high-level overview of the area, commenting on possible challenges ahead.     

Protein-protein interactions: structural motifs and molecular recognition.

The past year has brought new insights into common structural motifs used for protein-protein interactions by DNA-binding proteins. In addition, there have been significant advances in our understanding of antibody-protein complexes.     

Protein-protein interactions: methods for detection and analysis.

The function and activity of a protein are often modulated by other proteins with which it interacts. This review is intended as a practical guide to the analysis of such protein-protein interactions. We discuss biochemical methods such as protein affinity chromatography, affinity blotting, coimmunoprecipitation, and cross-linking; molecular biological methods such as protein probing, the two-hybrid system, and phage display: and genetic methods such as the isolation of extragenic suppressors, synthetic mutants, and unlinked noncomplementing mutants. We next describe how binding affinities can be evaluated by techniques including protein affinity chromatography, sedimentation, gel filtration, fluorescence methods, solid-phase sampling of equilibrium solutions, and surface plasmon resonance. Finally, three examples of well-characterized domains involved in multiple protein-protein interactions are examined. The emphasis of the discussion is on variations in the approaches, concerns in evaluating the results, and advantages and disadvantages of the techniques.