Effective Moment Feature Vectors for Protein Domain Structures

Imaging processing techniques have been shown to be useful in studying protein domain structures. The idea is to represent the pairwise distances of any two residues of the structure in a 2D distance matrix (DM). Features and/or submatrices are extracted from this DM to represent a domain. Existing approaches, however, may involve a large number of features (100–400) or complicated mathematical operations. Finding fewer but more effective features is always desirable. In this paper, based on some key observations on DMs, we are able to decompose a DM image into four basic binary images, each representing the structural characteristics of a fundamental secondary structure element (SSE) or a motif in the domain. Using the concept of moments in image processing, we further derive 45 structural features based on the four binary images. Together with 4 features extracted from the basic images, we represent the structure of a domain using 49 features. We show that our feature vectors can represent domain structures effectively in terms of the following. (1) We show a higher accuracy for domain classification. (2) We show a clear and consistent distribution of domains using our proposed structural vector space. (3) We are able to cluster the domains according to our moment features and demonstrate a relationship between structural variation and functional diversity.     

A parallel algorithm for estimating the secondary structure in ribonucleic acids

A parallel algorithm for estimating the secondary structure of an RNA molecule is presented in this paper. The mathematical problem to compute an optimal folding based on free-energy minimization is mapped onto a graph planarization problem. In the planarization problem we want to maximize the number of edges in a plane with no two edges crossing each other. To solve a sequence of n bases, n(n — 1)/2 processing elements are used in our algorithm.     

A localized interaction surface for voltage-sensing domains on the pore domain of a K+ channel

Voltage-gated K+ channels contain a central pore domain and four surrounding voltage-sensing domains. How and where changes in the structure of the voltage-sensing domains couple to the pore domain so as to gate ion conduction is not understood. The crystal structure of KcsA, a bacterial K+ channel homologous to the pore domain of voltage-gated K+ channels, provides a starting point for addressing this question. Guided by this structure, we used tryptophan-scanning mutagenesis on the transmembrane shell of the pore domain in the Shaker voltage-gated K+ channel to localize potential protein-protein and protein-lipid interfaces. Some mutants cause only minor changes in gating and when mapped onto the KcsA structure cluster away from the interface between pore domain subunits. In contrast, mutants producing large changes in gating tend to cluster near this interface. These results imply that voltage-sensing domains interact with localized regions near the interface between adjacent pore domain subunits.     

The structure of a LysM domain from E. coli membrane-bound lytic murein transglycosylase D (MltD)

The LysM domain is a widespread protein module. It was originally identified in enzymes that degrade bacterial cell walls but is also present in many other bacterial proteins. Several proteins that contain the domain, such as Staphylococcal IgG binding proteins and Escherichia coli intimin, are involved in bacterial pathogenesis. LysM domains are also found in some eukaryotic proteins, apparently as a result of horizontal gene transfer from bacteria. The available evidence suggests that the LysM domain is a general peptidoglycan-binding module. We have determined the structure of this domain from E. coli membrane-bound lytic murein transglycosylase D. The LysM domain has a betaalphaalphabeta secondary structure with the two helices packing onto the same side of an anti- parallel beta sheet. The structure shows no similarity to other bacterial cell surface domains. A potential binding site in a shallow groove on surface of the protein has been identified.     

Solution Structure of the Lipoyl Domain of the 2-Oxoglutarate Dehydrogenase Complex fromAzotobacter vinelandii

The three-dimensional solution structure of the lipoyl domain of the 2-oxoglutarate dehydrogenase complex fromAzotobacter vinelandiihas been determined from nuclear magnetic resonance data by using distance geometry and dynamical simulated annealing refinement. The structure determination is based on a total of 580 experimentally derived distance constraints and 65 dihedral angle constraints. The solution structure is represented by an ensemble of 25 structures with an average root-mean-square deviation between the individual structures of the ensemble and the mean coordinates of 0.71 Å for backbone atoms and 1.08 Å for all heavy atoms. The overall fold of the lipoyl domain is that of a β-barrel-sandwich hybrid. It consists of two almost parallel four-stranded anti-parallel β-sheets formed around a well-defined hydrophobic core, with a central position of the single tryptophan 21. The lipoylation site, lysine 42, is found in a β-turn at the far end of one of the sheets, and is close in space to a solvent-exposed loop comprising residues 7 to 15. The lipoyl domain displays a remarkable internal symmetry that projects one β-sheet onto the other β-sheet after rotation of approximately 180° about a 2-fold rotational symmetry axis. There is close structural similarity between the structure of this 2-oxoglutarate dehydrogenase complex lipoyl domain and the structures of the lipoyl domains of pyruvate dehydrogenase complexes fromBacillus stearothermophilusandEscherichia coli, and conformational differences occur primarily in a solvent-exposed loop close in space to the lipoylation site. The lipoyl domain structure is discussed in relation to the process of molecular recognition of lipoyl domains by their parent 2-oxo acid dehydrogenase.     

金属硫蛋白α和 β结构域的结构功能比较研究

金属硫蛋白具有α和β两个独立的结构域,它们结构不同,并能独立的行使功能。为了进一步研究这两个结构域之间的区别,分别采用镉和铜重组金属硫蛋白并继以枯草杆菌蛋白酶水解的方法制备α和β结构域,以及利用pGEX-4T-1这种融合表达载体表达α和β结构域。所得产物经凝胶过滤层析分离纯化后,进行了氨基酸组成,巯基和金属含量以及分子量测定,以上性质均与天然的金属硫蛋白α和β结构域相同。然后利用紫外吸收光谱和圆二色吸收光谱来研究它们的巯基金属簇结构,从UV和CD图谱可以看出,通过蛋白水解和基因表达制备的α和β结构域都具有独立的镉硫金属簇结构,但β结构域的镉硫金属簇不如α结构域紧密,其在254nm的吸收峰不象α结构域那么明显。利用DTNB的竞争反应测定了α和β结构域对镉和锌的结合力,实验结果表明,α结构域倾向于结合Cd2+,β结构域倾向于结合Zn2+。以上研究对于进一步了解α和β结构域的生理功能和分子进化提供了有利的证据。     

Structural differences among subfamilies of EF‐hand proteins—A view from the pseudo two‐fold symmetry axis

We have analyzed the conformations of EF‐lobes, adjacent pairs of EF‐hand domains, in a coordinate system based on the approximate two‐fold (z) axis that relates the two EF‐hands. Two parameters ‐ dE(ø), the azimuthal angle between the y‐axis and the projection of the offset vector to helix E onto the yz‐plane, and δdF(ø), the difference angle between the two helices (F1 and F2) of odd and even domains—characterize the openness of a single EF‐hand domain and of an EF‐lobe, respectively. We describe and compare values of dE(ø) and of δdF(ø) for EF‐hand proteins of five subfamilies—CTER, CPV, S100, PARV, CALP—in calci‐ and apo‐ forms, with and without bound target proteins. Each subfamily has characteristic changes associated with binding calcium and/or target proteins. Proteins 2014; 82:2915–2924. © 2014 Wiley Periodicals, Inc.     

Solution structure of Rap1 BRCT domain from Saccharomyces cerevisiae reveals a novel fold

Rap1 (repressor-activator protein 1) from Saccharomyces cerevisiae, containing a BRCT domain at its N-terminus, is a multifunctional protein that controls telomere function, silencing, and the activation of glycolytic and ribosomal protein genes. In this work, we determined the solution structure of Rap1 BRCT domain, which contains three β-strands and three α-helices. Structural comparison indicated that Rap1 BRCT domain adopts a global fold similar to other BRCT domains, implying some common structural aspects of BRCT domain family. On the other hand, Rap1 BRCT domain displays structural characteristics significantly different from other BRCT domains in that Rap1 BRCT domain adopts a rather flexible conformation with less secondary structure elements, revealing a novel fold of the BRCT domain family.     

Functional interactions at the interface between voltage-sensing and pore domains in the Shaker K(v) channel

Voltage-activated potassium (K(v)) channels contain a central pore domain that is partially surrounded by four voltage-sensing domains. Recent X-ray structures suggest that the two domains lack extensive protein-protein contacts within presumed transmembrane regions, but whether this is the case for functional channels embedded in lipid membranes remains to be tested. We investigated domain interactions in the Shaker K(v) channel by systematically mutating the pore domain and assessing tolerance by examining channel maturation, S4 gating charge movement, and channel opening. When mapped onto the X-ray structure of the K(v)1.2 channel the large number of permissive mutations support the notion of relatively independent domains, consistent with crystallographic studies. Inspection of the maps also identifies portions of the interface where residues are sensitive to mutation, an external cluster where mutations hinder voltage sensor activation, and an internal cluster where domain interactions between S4 and S5 helices from adjacent subunits appear crucial for the concerted opening transition.     

Mutational analysis of the <Emphasis Type="Italic">TRE2</Emphasis> oncogene encoding an inactive RabGAP

The TRE2 oncoprotein is structurally related to the RabGAP (GTPase-activating protein) family. However, TRE2 seems enzymatically inactive. Two regions are important for its lack of GAP activity. First, the TBC domain, forming the catalytically active domain of RabGAPs, is non-functional in the oncoprotein. Also involved in TRE2 inactivity is the 93-aa region flanking the TBC domain on the C-terminal side. In order to identify the residues responsible for non-functionality, we performed hydrophobic cluster analysis of the oncoprotein sequence, combined with secondary structure prediction, receptor-binding domain analysis, and a tilted peptide calculation. These analyses were complemented with site-directed and random mutagenesis experiments. On the basis of our data, we hypothesize that the lack of secondary structure of the region flanking the TBC domain in TRE2 may explain why this region plays a role in the lack of GAP activity, even when a potentially functional TBC domain is present.     

The S1 ribosomal protein family contains a unique conservative domain

The number of amino acid residues contained in the S1 ribosomal protein of various bacteria varies in a wide range: from 111 to 863 residues in Spiroplasma kunkelii and Treponema pallidum, respectively. The architecture of this protein is traditionally (in particular, because of unknown spatial structure) represented as repeated S1 domains, the copy number of which depends on the protein length. The data on the copy number and boundaries of these domains is available in specialized databases, such as SMART, Pfam, and PROSITE; however, these data can be rather different for the same object. In this work, we used the approach utilizing analysis of predicted secondary structure (PsiPred program). This allowed us to detect the structural domains in S1 protein sequences; their copy number varied from one to six. Alignment of the S1 proteins containing different numbers of domains with the S1 RNA-binding domain of Escherichia coli polynucleotide phosphorylase provided for discovering a domain within this family displaying the maximal homology to the E. coli domain. This conservative domain migrates along the chain, and its location in the proteins with different numbers of domains follows a certain pattern. Similar to the S1 domain of polynucleotide phosphorylase, residues Phe19, Phe22, His34, Asp64, and Arg68 in this conservative domain are clustered on the surface to form an RNA-binding site.     

Chain initiation in the leinamycin-producing hybrid nonribosomal peptide/polyketide synthetase from Streptomyces atroolivaceus S-140. Discrete, monofunctional adenylation enzyme and peptidyl carrier protein that directly load D-alanine

Nonribosomal peptide natural products are biosynthesized from amino acid precursors by nonribosomal peptide synthetases (NRPSs), which are organized into modules. For a typical NRPS initiation module, an adenylation (A) domain activates an amino acid and installs it onto a peptidyl carrier protein (PCP) domain as a thioester; an elongation module, which has a condensation (C) domain located between every consecutive pair of A and PCP domains, catalyzes the formation of the peptide bond between the upstream aminoacyl/peptidyl-S-PCP and the free amino group of the downstream aminoacyl-S-PCP. D-amino acid constituents in peptide natural products usually arise from the L-enantiomers through the action of integral epimerization (E) domains of an NRPS. The biosynthetic gene cluster for leinamycin, a hybrid nonribosomal peptide/polyketide containing a D-alanine moiety, does not encode a typical NRPS initiation module with the expected A-PCP-E domains; instead, it has only an A protein (LnmQ) and a PCP (LnmP), both of which are encoded by separate genes. Here we show the results of biochemical experiments as follows: (i) we demonstrate that LnmQ directly activates D-alanine as D-alaninyl-AMP and installs it onto LnmP to generate a D-alaninyl-S-PCP intermediate; (ii) we confirm that aminoacylation of LnmP by LnmQ in trans is the result of specific communication between the separate A and PCP proteins; and (iii) we reveal that leinamycin production can be improved by supplementation of exogenous D-alanine in the fermentation broth of Streptomyces atroolivaceous S-140. These findings unveil an unprecedented NRPS initiation module structure that is characterized by a discrete D-alanine-specific A protein and a PCP.     

真菌中锌簇蛋白的结构和功能

锌簇家族蛋白即Zn₂Cys₆类锌指蛋白,是真菌中特有的一类蛋白,它们属于转录因子类,广泛参与真菌中初级和次级代谢、胁迫应答和细胞分裂等生命活动的调控。锌簇蛋白主要包括N端的DNA结合结构域、中间的调节结构域和C端的酸性区域,其中DNA结合结构域包含锌指基序并负责结合靶基因的启动子。目前已经解析了多个锌簇家族转录因子DNA结合结构域的三维结构,并发现该家族中一些蛋白能够参与调控多个基因的表达,但缺乏对其结构、动力学和功能关系的全面分析。本文综合分析了不同锌簇蛋白与DNA结合的结构特征,总结其结构域与功能的关系,指出锌簇蛋白研究的重要方向,旨在为锌簇家族蛋白的深入研究提供思路。     

Protein domain assignment from the recurrence of locally similar structures

Domains are basic units of protein structure and essential for exploring protein fold space and structure evolution. With the structural genomics initiative, the number of protein structures in the Protein Databank (PDB) is increasing dramatically and domain assignments need to be done automatically. Most existing structural domain assignment programs define domains using the compactness of the domains and/or the number and strength of intra-domain versus inter-domain contacts. Here we present a different approach based on the recurrence of locally similar structural pieces (LSSPs) found by one-against-all structure comparisons with a dataset of 6373 protein chains from the PDB. Residues of the query protein are clustered using LSSPs via three different procedures to define domains. This approach gives results that are comparable to several existing programs that use geometrical and other structural information explicitly. Remarkably, most of the proteins that contribute the LSSPs defining a domain do not themselves contain the domain of interest. This study shows that domains can be defined by a collection of relatively small locally similar structural pieces containing, on average, four secondary structure elements. In addition, it indicates that domains are indeed made of recurrent small structural pieces that are used to build protein structures of many different folds as suggested by recent studies.     

1H, 15N, and 13C resonance assignments and secondary structure of the SWIRM domain of human BAF155, a chromatin remodeling complex component

Mammalian SWI/SNF complexes are evolutionary conserved, ATP-dependent chromatin remodeling units. BAF155 in the SWI/SNF complex contains several highly conserved domains, including SANT, SWIRM, and leucine zipper domains. The biological roles of the SWIRM domain remain unclear; however, both structural and biochemical analyses of this domain have suggested that it could mediate protein-protein or protein-DNA interactions during the chromatin remodeling process. The human BAF155 SWIRM domain was cloned into the Escherichia coli expression vector pMAL-c2X and purified using affinity chromatography for structural analysis. We report the backbone ¹H, ¹⁵N, and ¹³C resonance assignments and secondary structure of this domain using nuclear magnetic resonance (NMR) spectroscopy and the TALOS+ program. The secondary structure consists of five α-helices that form a typical histone fold for DNA interactions. Our data suggest that the BAF155 SWIRM domain interacts with nucleosome DNA (K _d = 0.47 μM).     

The positive-acting sulfur regulatory protein CYS3 of Neurospora crassa: nuclear localization,autogenous control,and regions required for transcriptional activation

The positive-acting global sulfur regulatory protein, CYS3, of Neurospora crassa turns on the expression of a family of unlinked structural genes that encode enzymes of sulfur catabolism. CYS3 contains a leucine zipper and an adjacent basic region (b-zip), which together constitute a bipartite sequence-specific DNA-binding domain. Specific anti-CYS3 antibodies detected a protein of the expected size in nuclear extracts of wild-type Neurospora under conditions in which the sulfur circuit is activated. The CYS3 protein was not observed in cys-3 mutants. Nuclear extracts of wild type, but not cys-3 mutants, also showed specific DNA-binding activity identical to that obtained with a CYS3 protein expressed in Escherichia coli. A truncated CYS3 protein that contains primarily the b-zip domain binds to DNA with high specificity and affinity in vitro, yet fails to activate gene expression in vivo, and instead inhibits the function of the wild-type CYS3 protein. Amino-terminal, carboxy-terminal, and internal deletions as well as alanine scanning mutagenesis were employed to identify regions of the CYS3 protein that are required for its trans-activation function. Regions of CYS3 carboxy terminal to the b-zip motif are not completely essential for function although loss of an alanine-rich region results in decreased activity. All deletions amino terminal to the b-zip motif led to a complete loss of CYS3 function. Alanine scanning mutagenesis demonstrated that an unusual proline-rich domain of CYS3 appears to be very important for function and is presumed to constitute an activation domain. It is concluded that CYS3 displays nuclear localization and positive autogenous control in Neurospora and functions as a trans-acting DNA-binding protein.     

Genome-based cryptic gene discovery and functional identification of NRPS siderophore peptide in Streptomyces peucetius

Identification of secondary metabolites produced by cryptic gene in bacteria may be difficult, but in the case of nonribosomal peptide (NRP)-type secondary metabolites, this study can be facilitated by bioinformatic analysis of the biosynthetic gene cluster and tandem mass spectrometry analysis. To illustrate this concept, we used mass spectrometry-guided bioinformatic analysis of genomic sequences to identify an NRP-type secondary metabolite from Streptomyces peucetius ATCC 27952. Five putative NRPS biosynthetic gene clusters were identified in the S. peucetius genome by DNA sequence analysis. Of these, the sp970 gene cluster encoded a complete NRPS domain structure, viz., C-A-T-C-A-T-E-C-A-T-C-A-T-C domains. Tandem mass spectrometry revealed that the functional siderophore peptide produced by this cluster had a molecular weight of 644.4 Da. Further analysis demonstrated that the siderophore peptide has a cyclic structure and an amino acid composition of AchfOrn–Arg–hOrn–hfOrn. The discovery of functional cryptic genes by analysis of the secretome, especially of NRP-type secondary metabolites, using mass spectrometry together with genome mining may contribute significantly to the development of pharmaceuticals such as hybrid antibiotics.     

Activity‐based proteomics reveals nine target proteases for the recombinant protein‐stabilizing inhibitor SlCYS8 in Nicotiana benthamiana

Co‐expression of protease inhibitors like the tomato cystatin SlCYS8 is useful to increase recombinant protein production in plants, but key proteases involved in protein proteolysis are still unknown. Here, we performed activity‐based protein profiling to identify proteases that are inhibited by SlCYS8 in agroinfiltrated Nicotiana benthamiana. We discovered that SlCYS8 selectively suppresses papain‐like cysteine protease (PLCP) activity in both apoplastic fluids and total leaf extracts, while not affecting vacuolar‐processing enzyme and serine hydrolase activity. A robust concentration‐dependent inhibition of PLCPs occurred in vitro when purified SlCYS8 was added to leaf extracts, indicating direct cystatin–PLCP interactions. Activity‐based proteomics revealed that nine different Cathepsin‐L/‐F‐like PLCPs are strongly inhibited by SlCYS8 in leaves. By contrast, the activity of five other Cathepsin‐B/‐H‐like PLCPs, as well as 87 Ser hydrolases, was unaffected by SlCYS8. SlCYS8 expression prevented protein degradation by inhibiting intermediate and mature isoforms of granulin‐containing proteases from the Resistant‐to‐Desiccation‐21 (RD21) PLCP subfamily. Our data underline the key role of endogenous PLCPs on recombinant protein degradation and reveal candidate proteases for depletion strategies.