Identification of DNA-binding Proteins Using Structural, Electrostatic and Evolutionary Features

DNA-binding proteins (DBPs) participate in various crucial processes in the life-cycle of the cells, and the identification and characterization of these proteins is of great importance. We present here a random forests classifier for identifying DBPs among proteins with known 3D structures. First, clusters of evolutionarily conserved regions (patches) on the surface of proteins were detected using the PatchFinder algorithm; earlier studies showed that these regions are typically the functionally important regions of proteins. Next, we trained a classifier using features like the electrostatic potential, cluster-based amino acid conservation patterns and the secondary structure content of the patches, as well as features of the whole protein, including its dipole moment. Using 10-fold cross-validation on a dataset of 138 DBPs and 110 proteins that do not bind DNA, the classifier achieved a sensitivity and a specificity of 0.90, which is overall better than the performance of published methods. Furthermore, when we tested five different methods on 11 new DBPs that did not appear in the original dataset, only our method annotated all correctly.The resulting classifier was applied to a collection of 757 proteins of known structure and unknown function. Of these proteins, 218 were predicted to bind DNA, and we anticipate that some of them interact with DNA using new structural motifs. The use of complementary computational tools supports the notion that at least some of them do bind DNA.     

Structural Aspects of Ribosomal RNA Recognition by Ribosomal Proteins

This review is focused on the structural aspects of interaction between ribosomal proteins and ribosomal RNA in bacterial ribosomes and complexes of ribosomal proteins with specific fragments of ribosomal RNA. Special attention is given to the recognition of specific spatial architecture of the double-stranded ribosomal RNA by ribosomal proteins and to the role of unstructured protein regions in stabilization of distant ribosomal RNA segments.     

Structural Basis for Exquisite Specificity of Affinity Clamps, Synthetic Binding Proteins Generated through Directed Domain-interface Evolution

We have established a new protein-engineering strategy termed “directed domain-interface evolution” that generates a binding site by linking two protein domains and then optimizing the interface between them. Using this strategy, we have generated synthetic two-domain “affinity clamps” using PDZ and fibronectin type III (FN3) domains as the building blocks. While these affinity clamps all had significantly higher affinity toward a target peptide than the underlying PDZ domain, two distinct types of affinity clamps were found in terms of target specificity. One type conserved the specificity of the parent PDZ domain, and the other increased the specificity dramatically. Here, we characterized their specificity profiles using peptide phage-display libraries and scanning mutagenesis, which suggested a significantly enlarged recognition site of the high-specificity affinity clamps. The crystal structure of a high-specificity affinity clamp showed extensive contacts with a portion of the peptide ligand that is not recognized by the parent PDZ domain, thus rationalizing the improvement of the specificity of the affinity clamp. A comparison with another affinity clamp structure showed that, although both had extensive contacts between PDZ and FN3 domains, they exhibited a large offset in the relative position of the two domains. Our results indicate that linked domains could rapidly fuse and evolve as a single functional module, and that the inherent plasticity of domain interfaces allows for the generation of diverse active-site topography. These attributes of directed domain-interface evolution provide facile means to generate synthetic proteins with a broad range of functions.     

Structural Mechanisms of Cooperative DNA Binding by Bacterial Single-Stranded DNA-Binding Proteins

Bacteria encode homooligomeric single-stranded (ss) DNA-binding proteins (SSBs) that coat and protect ssDNA intermediates formed during genome maintenance reactions. The prototypical Escherichia coli SSB tetramer can bind ssDNA using multiple modes that differ by the number of bases bound per tetramer and the magnitude of the binding cooperativity. Our understanding of the mechanisms underlying cooperative ssDNA binding by SSBs has been hampered by the limited amount of structural information available for interfaces that link adjacent SSB proteins on ssDNA. Here we present a crystal structure of Bacillus subtilis SsbA bound to ssDNA. The structure resolves SsbA tetramers joined together by a ssDNA “bridge” and identifies an interface, termed the “bridge interface,” that links adjacent SSB tetramers through an evolutionarily conserved surface near the ssDNA-binding site. E. coli SSB variants with altered bridge interface residues bind ssDNA with reduced cooperativity and with an altered distribution of DNA binding modes. These variants are also more readily displaced from ssDNA by RecA than wild-type SSB. In spite of these biochemical differences, each variant is able to complement deletion of the ssb gene in E. coli. Together our data suggest a model in which the bridge interface contributes to cooperative ssDNA binding and SSB function but that destabilization of the bridge interface is tolerated in cells.     

Upregulation of TPX2 by STAT3: Identification of a Novel STAT3 Binding Site

TPX2, a protein involved in mitosis, is considered a good marker for actively proliferating tissues, highly expressed in a number of cancer cells. We show the presence of high-affinity binding site for STAT3 in the 5′-flanking region of the Tpx2 gene, which is in vivo bound by activated STAT3. A specific STAT3 peptide inhibitor represses the expression of the Tpx2 gene and inhibits the binding of STAT3 to its consensus sequence in human cell lines where STAT3 is activated. These results indicate that activated STAT3 contributes to the over-expression of Tpx2 through the binding to an enhancer site.     

无序蛋白质的判定及其结构、功能和进化特征

固有无序蛋白质(intrinsically disordered proteins,IDPs)是天然条件下自身不能折叠为明确唯一的空间结构,却具有生物学功能的一类新发现的蛋白质.这类蛋白质的发现是对传统的"结构-功能"关系认识模式的挑战.本文首先总结了无序蛋白质的实验鉴定手段、预测方法、数据库;并介绍了无序蛋白质结构(包括一级结构、二级结构、结构域无序性及变构效应)和功能特征;然后重点总结了无序蛋白质在进化角度研究的进展,包括无序区域产生的进化机制、进化速率,蛋白无序性的进化在蛋白质功能进化及生物学复杂性增加等方面的重要作用;最后展望了无序蛋白质在医药方面的应用前景.本文对于深入认识无序蛋白质的形成机制、结构和功能特征及其潜在的临床应用前景具有重要意义.     

Extranuclear Structural Components that Mediate Dynamic Chromosome Movements in Yeast Meiosis

1. Download : Download high-res image (135KB)
2. Download : Download full-size image

     

神经元蛋白3.1结合蛋白的筛选与鉴定

哺乳动物肺组织发育的基本模式总体分为上皮分支的形态发生和分隔膜的形成两个部分．基因p311是克隆到的一个在分隔膜形成阶段特异表达的基因,可能在肺泡发育中起重要作用．为进一步探讨神经元蛋白3.1(P311)对肺发育过程的影响,构建了小鼠肺组织 cDNA文库,以融合Gal4 DNA结合结构域的重组P311蛋白为诱饵,利用酵母双杂交技术从文库中筛选P311结合蛋白．通过免疫共沉淀和双分子荧光互补等技术进一步验证, SPARC(secreted protein, acidic and rich in cysteine)被确定为P311 相互作用蛋白．进一步的研究发现,SPARC在肺组织中具有与P311相似的表达时序特征,双重免疫组织化学染色显示SPARC和P311在小鼠肺组织中共定位于肺泡上皮细胞和肌成纤维细胞中．提示P311可能通过与SPARC的相互作用影响肺泡发育．     

类甜蛋白的结构特征以及功能研究进展

类甜蛋白是一种具有多种生物学活性及重要功能的植物防御蛋白,属于病程相关蛋白。近年来关于类甜蛋白具有抗真菌活性的研究较多。类甜蛋白具有葡聚糖酶活性,能结合并降解真菌细胞壁的组成成分—β-1,3葡聚糖酶。在三维晶体结构中类甜蛋白表面的一个酸性“V”字形裂缝对其抗真菌活性起着至关重要的作用。对类甜蛋白结构与功能的关系,不同植物中类甜蛋白的生物学特性,以及国内外基因工程中类甜蛋白基因的应用研究进展进行了综述。     

Crystal Structure of Human Dual-Specificity Tyrosine-Regulated Kinase 3 Reveals New Structural Features and Insights into its Auto-phosphorylation

Dual-specificity tyrosine-regulated kinases (DYRKs) auto-phosphorylate a critical tyrosine residue in their activation loop and phosphorylate their substrate on serine and threonine residues. The auto-phosphorylation occurs intramolecularly and is a one-off event. DYRK3 is selectively expressed at a high level in hematopoietic cells and attenuates erythroblast development, leading to anemia. In the present study, we determined the crystal structure of the mature form of human DYRK3 in complex with harmine, an ATP competitive inhibitor. The crystal structure revealed a phosphorylation site, residue S350, whose phosphorylation increases the stability of DYRK3 and enhances its kinase activity. In addition, our structural and biochemical assays suggest that the N-terminal auto-phosphorylation accessory domain stabilizes the DYRK3 protein, followed by auto-phosphorylation of the tyrosine of the activation loop, which is important for kinase activity. Finally, our docking analysis provides information for the design of novel and potent therapeutics to treat anemia.     

Salmonella typhimurium IroN and FepA Proteins Mediate Uptake of Enterobactin but Differ in Their Specificity for Other Siderophores

Salmonella typhimurium possesses two outer membrane receptor proteins, IroN and FepA, which have been implicated in the uptake of enterobactin. To determine whether both receptors have identical substrate specificities, fepA and iroN mutants and a double mutant were characterized. While both receptors transported enterobactin, the uptake of corynebactin and myxochelin C was selectively mediated by IroN and FepA, respectively.     

Identification of Protein-Tyrosine Phosphatases in Archaea

Protein-tyrosine dephosphorylation is a major mechanism in cellular regulation. A large number of protein-tyrosine phosphatases is known from Eukarya, and more recently bacterial homologues have also been identified. By employing conserved sequence patterns from both eukaryotic and bacterial protein-tyrosine phosphatases, we have identified three homologous sequences in two of the four complete archaeal genomes. Two hypothetical open reading frames in the genome of Methanococcus jannaschii (MJ0215 and MJECL20) and one in the genome of Pyrococcus horikoshii (PH1732) clearly bear all the conserved residues of this family. No homologues were found in the genomes of Archaeoglobus fulgidus and Methanobacterium thermoautotrophicum. This is the first report of protein-tyrosine phosphatase sequences in Archaea. Received: 29 April 1998 / Accepted: 27 November 1998     

Compositional and Structural Features Related to Thermal Stability in the Archaea SRP19 and SRP54 Signal Recognition Particle Proteins

To survive at high temperature, thermophile organisms must adapt their biomolecules. In both nucleic acids and proteins, this adaptation involves a vast array of compositional and structural modifications. The archaea stand out as the only group of organisms that have species capable of growing at temperatures ranging from 0 to 110°C. In this study, we have used the archaea genome datasets to identify molecular trends related to thermal adaptation in the protein components (SRP19 and SRP54) of the signal recognition particle (SRP). Using comparative genomics and secondary structure homology modeling we have detected significant differences in the amino acids composition and distribution between the SRP proteins of thermophile and mesophile archaea. These include: a significant increase in the thermophile SRP proteins of the frequency of charged amino acids able to participate in electrostatic interactions which contribute to stabilize proteins; decreased content of both thermolabile and small/tiny amino acids which usually contribute to protein flexibility; and a significant increase in aliphatic and aromatic amino acids providing good covering and masking to produce hydrophobic pockets involved in stabilizing protein structure. Moreover, a detailed analysis of the four structural and functional domains of the SRP54 indicates a particularly robust correlation between the compositional properties of the M domain and the optimal growth temperature (OGT) of the archaea. The analysis of the bacterial SRP54(Ffh) shows similar adaptations to the OGT. Thus, natural selection has adapted the SRP proteins to the OGT of the archaea and bacteria species by modifying both, their amino acids composition and distribution.     

Recognition and Binding of Mitochondrial Presequences during the Import of Proteins into Mitochondria

Nuclear-encoded mitochondrial proteins are imported into mitochondria due to the presence of a targeting sequence, the presequence, on their amino termini. Presequences, which are typically proteolyzed after a protein has been imported into a mitochondrion, lack any strictly conserved primary structure but are positively charged and are predicted to form amphiphilic -helices. Studies with synthetic peptides corresponding to various presequences argue that presequences can partition nonspecifically into the mitochondrial outer membrane and that the specificity of translocation of precursors into mitochondria may depend on interactions of the presequence with the electrical potential of the inner membrane. Although proteins of the outer membrane that are necessary for the translocation of precursor proteins have been proposed to function as receptors for presequences, the binding of presequences to these proteins has not been demonstrated directly. Proteins of the mitochondrial outer membrane may not be responsible for the specificity of translocation of precursors but may instead function, together with cytosolic molecular chaperones, to maintain precursor proteins in conformations that are competent for translocation as the precursors associate with the mitochondrial surface.     

Systematic Discovery of RNA Binding Proteins that Regulate MicroRNA Levels

1. Download high-res image (147KB)
2. Download full-size image

     

Structural Insight into Inhibitor of Apoptosis Proteins Recognition by a Potent Divalent Smac-Mimetic

Genetic alterations enhancing cell survival and suppressing apoptosis are hallmarks of cancer that significantly reduce the efficacy of chemotherapy or radiotherapy. The Inhibitor of Apoptosis Protein (IAP) family hosts conserved proteins in the apoptotic pathway whose over-expression, frequently found in tumours, potentiates survival and resistance to anticancer agents. In humans, IAPs comprise eight members hosting one or more structural Baculoviral IAP Repeat (BIR) domains. Cellular IAPs (cIAP1 and 2) indirectly inhibit caspase-8 activation, and regulate both the canonical and the non-canonical NF-κB signaling pathways. In contrast to cIAPs, XIAP (X chromosome-linked Inhibitor of Apoptosis Protein) inhibits directly the effector caspases-3 and -7 through its BIR2 domain, and initiator caspase-9 through its BIR3 domain; molecular docking studies suggested that Smac/DIABLO antagonizes XIAP by simultaneously targeting both BIR2 and BIR3 domains. Here we report analytical gel filtration, crystallographic and SAXS experiments on cIAP1-BIR3, XIAP-BIR3 and XIAP-BIR2BIR3 domains, alone and in the presence of compound 9a, a divalent homodimeric Smac mimetic. 9a is shown to bind two BIR domains inter- (in the case of two BIR3) and intra-molecularly (in the case of XIAP-BIR2BIR3), with higher affinity for cIAP1-BIR3, relative to XIAP-BIR3. Despite the different crystal lattice packing, 9a maintains a right handed helical conformation in both cIAP1-BIR3 and XIAP-BIR3 crystals, that is likely conserved in solution as shown by SAXS data. Our structural results demonstrate that the 9a linker length, its conformational degrees of freedom and its hydrophobicity, warrant an overall compact structure with optimal solvent exposure of its two active moieties for IAPs binding. Our results show that 9a is a good candidate for pre-clinical and clinical studies, worth of further investigations in the field of cancer therapy.