Characterization of protein hubs by inferring interacting motifs from protein interactions

The characterization of protein interactions is essential for understanding biological systems. While genome-scale methods are available for identifying interacting proteins, they do not pinpoint the interacting motifs (e.g., a domain, sequence segments, a binding site, or a set of residues). Here, we develop and apply a method for delineating the interacting motifs of hub proteins (i.e., highly connected proteins). The method relies on the observation that proteins with common interaction partners tend to interact with these partners through a common interacting motif. The sole input for the method are binary protein interactions; neither sequence nor structure information is needed. The approach is evaluated by comparing the inferred interacting motifs with domain families defined for 368 proteins in the Structural Classification of Proteins (SCOP). The positive predictive value of the method for detecting proteins with common SCOP families is 75% at sensitivity of 10%. Most of the inferred interacting motifs were significantly associated with sequence patterns, which could be responsible for the common interactions. We find that yeast hubs with multiple interacting motifs are more likely to be essential than hubs with one or two interacting motifs, thus rationalizing the previously observed correlation between essentiality and the number of interacting partners of a protein. We also find that yeast hubs with multiple interacting motifs evolve slower than the average protein, contrary to the hubs with one or two interacting motifs. The proposed method will help us discover unknown interacting motifs and provide biological insights about protein hubs and their roles in interaction networks.     

Interactions of Yeast Dynein with Dynein Light Chain and Dynactin: GENERAL IMPLICATIONS FOR INTRINSICALLY DISORDERED DUPLEX SCAFFOLDS IN MULTIPROTEIN ASSEMBLIES*

Intrinsically disordered protein (IDP) duplexes composed of two IDP chains cross-linked by bivalent partner proteins form scaffolds for assembly of multiprotein complexes. The N-terminal domain of dynein intermediate chain (N-IC) is one such IDP that forms a bivalent scaffold with multiple dynein light chains including LC8, a hub protein that promotes duplex formation of diverse IDP partners. N-IC also binds a subunit of the dynein regulator, dynactin. Here we characterize interactions of a yeast ortholog of N-IC (N-Pac11) with yeast LC8 (Dyn2) or with the intermediate chain-binding subunit of yeast dynactin (Nip100). Residue level changes in Pac11 structure are monitored by NMR spectroscopy, and binding energetics are monitored by isothermal titration calorimetry (ITC). N-Pac11 is monomeric and primarily disordered except for a single α-helix (SAH) at the N terminus and a short nascent helix, LH, flanked by the two Dyn2 recognition motifs. Upon binding Dyn2, the only Pac11 residues making direct protein-protein interactions are in and immediately flanking the recognition motifs. Dyn2 binding also orders LH residues of Pac11. Upon binding Nip100, only Pac11 SAH residues make direct protein-protein interactions, but LH residues at a distant sequence position and L1 residues in an adjacent linker are also ordered. The long distance, ligand-dependent ordering of residues reveals new elements of dynamic structure within IDP linker regions.     

The E3 ubiquitin ligase CHIP binds the androgen receptor in a phosphorylation-dependent manner

In Eukarya, the 26S proteasome is primarily responsible for intracellular protein degradation. To be degraded, proteins must be ubiquitinated. The latter requires a multi-enzyme cascade consisting of an E1, an E2, and an E3 enzyme. While there is only a single E1 and a few E2s, there are many different E3s that target substrates by recognizing specific sequence motifs, known as degrons. Here, we have used the peptide array technology to identify binding motifs in the human androgen receptor (AR), which are recognized by the Carboxyl-terminus of Hsc70-Interacting Protein (CHIP), a U-box E3 and Hsp70/Hsp90 co-chaperone. We show that CHIP recognizes AR in a highly specific, phosphorylation- and sequence-dependent manner, and propose that this interaction could provide a mechanism that regulates the degradation of CHIP substrates.     

Initiation and propagation of spectrin heterodimer assembly involves distinct energetic processes

Red cell spectrin alpha and beta subunits consist primarily of many tandem homologous motifs with very similar three- helix-bundle structures and similar dimer interfaces. Although misassembled homodimers can form under some conditions, correctly aligned heterodimers consistently assemble provided a small "dimer initiation" site near the actin binding domain is present. The dimer initiation site has been characterized to some extent, but little is known about the subsequent, low-affinity lateral interactions of the remaining motifs along the length of this ropelike molecule or the forces involved in these two steps of the dimerization process. In this study, we used isothermal titration calorimetry to deduce the mechanism and energetics of the two heterodimer assembly phases. The high-affinity initiation of dimerization is primarily enthalpically driven, which is consistent with initial alignment and docking of specific complementary alpha and beta motifs in the dimer initiation site driven by long-range electrostatic interactions followed by tight binding stabilized by hydrogen bonds and other hydrophilic interactions. In contrast, the subsequent weak lateral associations of additional motifs are primarily entropically driven, suggesting binding primarily involves weak hydrophobic interactions. Although initial docking is largely electrostatic, the only lateral interaction within the first four pairs of motifs that involves a net change in protons is the interaction of the alpha18 and beta4 repeats. This substoichiometric uptake of protons could be due to a pKa shift of a histidine in the alpha18 motif located near the dimer interface in a proposed homology-based model. On the basis of this analysis of heterodimer thermodynamics, a detailed model of spectrin dimer assembly is proposed.     

The KH domain of the branchpoint sequence binding protein determines specificity for the pre-mRNA branchpoint sequence.

The yeast and mammalian branchpoint sequence binding proteins (BBP and mBBP/SF1) contain both KH domain and Zn knuckle RNA-binding motifs. The single KH domain of these proteins is sufficient for specific recognition of the pre-mRNA branchpoint sequence (BPS). However, an interaction is only apparent if one or more accessory modules are present to increase binding affinity. The Zn knuckles of BBP/mBBP can be replaced by an RNA-binding peptide derived from the HIV-1 nucleocapsid protein or by an arginine-serine (RS)7 peptide, without loss of specificity. Only the seven-nucleotide branchpoint sequence and two nucleotides to either side are necessary for RNA binding to the chimeric proteins. Therefore, we propose that all three of these accessory RNA-binding modules bind the phosphate backbone, whereas the KH domain interacts specifically with the bases of the BPS. Proteins and protein complexes with multiple RNA-binding motifs are frequent, suggesting that an intimate collaboration between two or more motifs will be a general theme in RNA-protein interactions.     

BiP and zein binding domains within the delta zein protein

Zeins are alcohol soluble seed storage proteins synthesized within the endosperm of maize and subsequently deposited into endoplasmic reticulum (ER) derived protein bodies. The genes encoding the beta and delta zeins were previously introduced into tobacco with the expectation of improving the nutritional quality of plants (Bagga et al. in Plant Physiol 107:13, 1997). Novel protein bodies are produced in the leaves of transgenic plants accumulating the beta or delta zein proteins. The mechanism of protein body formation within leaves is unknown. It is also unknown how zeins are retained in the ER since they do not contain known ER retention motifs. Retention may be due to an interaction of zeins with an ER chaperone such as binding luminal protein (BiP). We have demonstrated protein–protein interactions with the delta zeins, beta zeins, and BiP proteins using an E. coli two-hybrid system. In this study, four putative BiP binding motifs were identified within the delta zein protein using a BiP scoring program (Blond-Elguindi et al. in Cell 75:717, 1993). These putative binding motifs were mutated and their effects on protein interactions were analyzed in both a prokaryotic two-hybrid system and in plants. These mutations resulted in reduced BiP–zein protein interaction and also altered zein–zein interactions. Our results indicate that specific motifs are necessary for BiP–delta zein protein interactions and that there are specific motifs which are necessary for zein–zein interactions. Furthermore, our data demonstrates that zein proteins must be able to interact with BiP and zeins for their stability and ability to form protein bodies.     

Effect of DNA bases and backbone on sigma70 holoenzyme binding and isomerization using fork junction probes

Abasic substitutions in the non-template strand and promoter sequence changes were made to assess the roles of various promoter features in σ70 holoenzyme interactions with fork junction probes. Removal of –10 element non-template single strand bases, leaving the phosphodiester backbone intact, did not interfere with binding. In contrast these abasic probes were deficient in promoting holoenzyme isomerization to the heparin resistant conformation. Thus, it appears that the melted –10 region interaction has two components, an initial enzyme binding primarily to the phosphodiester backbone and a base dependent isomerization of the bound enzyme. In contrast various upstream elements cooperate primarily to stimulate binding. Features and positions most important for these effects are identified.     

RNA structural motifs: building blocks of a modular biomolecule

RNAs are modular biomolecules, composed largely of conserved structural subunits, or motifs. These structural motifs comprise the secondary structure of RNA and are knit together via tertiary interactions into a compact, functional, three-dimensional structure and are to be distinguished from motifs defined by sequence or function. A relatively small number of structural motifs are found repeatedly in RNA hairpin and internal loops, and are observed to be composed of a limited number of common 'structural elements'. In addition to secondary and tertiary structure motifs, there are functional motifs specific for certain biological roles and binding motifs that serve to complex metals or other ligands. Research is continuing into the identification and classification of RNA structural motifs and is being initiated to predict motifs from sequence, to trace their phylogenetic relationships and to use them as building blocks in RNA engineering.     

Flow cytometric analysis of DNA binding and cleavage by cell surface-displayed homing endonucleases

LAGLIDADG homing endonucleases (LHEs) cleave 18–24bp DNA sequences and are promising enzymes for applications requiring sequence-specific DNA cleavage amongst genome-sized DNA backgrounds. Here, we report a method for cell surface display of LHEs, which facilitates analysis of their DNA binding and cleavage properties by flow cytometry. Cells expressing surface LHEs can be stained with fluorescently conjugated double-stranded oligonucleotides (dsOligos) containing their respective target sequences. The signal is absolutely sequence specific and undetectable with dsOligos carrying single base-pair substitutions. LHE–dsOligo interactions facilitate rapid enrichment and viable recovery of rare LHE expressing cells by both fluorescence-activated cell sorting (FACS) and magnetic cell sorting (MACS). Additionally, dsOligos conjugated with unique fluorophores at opposite termini can be tethered to the cell surface and used to detect DNA cleavage. Recapitulation of DNA binding and cleavage by surface-displayed LHEs provides a high-throughput approach to library screening that should facilitate rapid identification and analysis of enzymes with novel sequence specificities.     

Evidence for the Concerted Evolution between Short Linear Protein Motifs and Their Flanking Regions

Background

Linear motifs are short modules of protein sequences that play a crucial role in mediating and regulating many protein–protein interactions. The function of linear motifs strongly depends on the context, e.g. functional instances mainly occur inside flexible regions that are accessible for interaction. Sometimes linear motifs appear as isolated islands of conservation in multiple sequence alignments. However, they also occur in larger blocks of sequence conservation, suggesting an active role for the neighbouring amino acids.

Results

The evolution of regions flanking 116 functional linear motif instances was studied. The conservation of the amino acid sequence and order/disorder tendency of those regions was related to presence/absence of the instance. For the majority of the analysed instances, the pairs of sequences conserving the linear motif were also observed to maintain a similar local structural tendency and/or to have higher local sequence conservation when compared to pairs of sequences where one is missing the linear motif. Furthermore, those instances have a higher chance to co–evolve with the neighbouring residues in comparison to the distant ones. Those findings are supported by examples where the regulation of the linear motif–mediated interaction has been shown to depend on the modifications (e.g. phosphorylation) at neighbouring positions or is thought to benefit from the binding versatility of disordered regions.

Conclusion

The results suggest that flanking regions are relevant for linear motif–mediated interactions, both at the structural and sequence level. More interestingly, they indicate that the prediction of linear motif instances can be enriched with contextual information by performing a sequence analysis similar to the one presented here. This can facilitate the understanding of the role of these predicted instances in determining the protein function inside the broader context of the cellular network where they arise.     

Interaction Maps of the Saccharomyces cerevisiae ESCRT-III Protein Snf7

The Saccharomyces cerevisiae ESCRT-III protein Snf7 is part of an intricate interaction network at the endosomal membrane. Interaction maps of Snf7 were established by measuring the degree of binding of individual binding partners to putative binding motifs along the Snf7 sequence by glutathione S-transferase (GST) pulldown. For each interaction partner, distinct binding profiles were obtained. The following observations were made. The ESCRT-III subunits Vps20 and Vps24 showed a complementary binding pattern, suggesting a model for the series of events in the ESCRT-III functional cycle. Vps4 bound to individual Snf7 motifs but not to full-length Snf7. This suggests that Vps4 does not bind to the closed conformation of Snf7. We also demonstrate for the first time that the ALIX/Bro1 homologue Rim20 binds to the α6 helix of Snf7. Analysis of a Snf7 α6 deletion mutant showed that the α6 helix is crucial for binding of Bro1 and Rim20 in vivo and is indispensable for the multivesicular body (MVB)-sorting and Rim-signaling functions of Snf7. The Snf7Δα6 protein still appeared to be incorporated into ESCRT-III complexes at the endosomal membrane, but disassembly of the complex seemed to be defective. In summary, our study argues against the view that the ESCRT cycle is governed by single one-to-one interactions between individual components and emphasizes the network character of the ESCRT interactions.