Statistical discovery of site inter-dependencies in sub-molecular hierarchical protein structuring

Background

Much progress has been made in understanding the 3D structure of proteins using methods such as NMR and X-ray crystallography. The resulting 3D structures are extremely informative, but do not always reveal which sites and residues within the structure are of special importance. Recently, there are indications that multiple-residue, sub-domain structural relationships within the larger 3D consensus structure of a protein can be inferred from the analysis of the multiple sequence alignment data of a protein family. These intra-dependent clusters of associated sites are used to indicate hierarchical inter-residue relationships within the 3D structure. To reveal the patterns of associations among individual amino acids or sub-domain components within the structure, we apply a k-modes attribute (aligned site) clustering algorithm to the ubiquitin and transthyretin families in order to discover associations among groups of sites within the multiple sequence alignment. We then observe what these associations imply within the 3D structure of these two protein families.

Results

The k-modes site clustering algorithm we developed maximizes the intra-group interdependencies based on a normalized mutual information measure. The clusters formed correspond to sub-structural components or binding and interface locations. Applying this data-directed method to the ubiquitin and transthyretin protein family multiple sequence alignments as a test bed, we located numerous interesting associations of interdependent sites. These clusters were then arranged into cluster tree diagrams which revealed four structural sub-domains within the single domain structure of ubiquitin and a single large sub-domain within transthyretin associated with the interface among transthyretin monomers. In addition, several clusters of mutually interdependent sites were discovered for each protein family, each of which appear to play an important role in the molecular structure and/or function.

Conclusions

Our results demonstrate that the method we present here using a k- modes site clustering algorithm based on interdependency evaluation among sites obtained from a sequence alignment of homologous proteins can provide significant insights into the complex, hierarchical inter-residue structural relationships within the 3D structure of a protein family.

     

Changing concepts in plant hormone action

Summary A plant hormone is not, in the classic animal sense, a chemical synthesized in one organ, transported to a second organ to exert a chemical action to control a physiological event. Any phytohormone can be synthesized everywhere and can influence different growth and development processes at different places. The concept of physiological activity under hormonal control cannot be dissociated from changes in concentrations at the site of action, from spatial differences and changes in the tissue's sensitivity to the compound, from its transport and its metabolism, from balances and interactions with the other phytohormones, or in their metabolic relationships, and in their signaling pathways as well. Secondary messengers are also involved. Hormonal involvement in physiological processes can appear through several distinct manifestations (as environmental sensors, homeostatic regulators and spatio-temporal synchronizers, resource allocators, biotime adjusters, etc.), dependent on or integrated with the primary biochemical pathways. The time has also passed for the hypothesized ‘specific’ developmental hormones, rhizocaline, canlocaline, and florigen: root, stem, and flower formation result from a sequential control of specific events at the right places through a coordinated control by electrical signals, the known phytohormones and nonspecific molecules of primary and secondary metabolism, and involve both cytoplasmic and apoplastic compartments. These contemporary views are examined in this review.     

An easy and reliable method for establishment and maintenance of leaf and root cell cultures ofArabidopsis thaliana

Cell suspension cultures are useful for a wide range of biochemical and physiological studies, yet their production can be technically demanding and often unreliable. Here we describe a protocol for producing Arabidopsis cell suspension cultures that is reliable and easy to use.     

A new type of thermoluminometer: a highly sensitive tool in applied photosynthesis research and plant stress physiology

Here we describe a newly developed thermoluminescence measuring device that employs flash excitation, peltier heating, and light detection by channel photomultipliers (CPM). The new thermoluminometer is equipped with four sample holders for simultaneous measurements of thermoinduced light emission in the temperature range from -20 degrees C to +180 degrees C. It allows one to measure leaf samples, chloroplasts, thylakoids, algae, or even bioorganic material lacking chlorophyll by means of naturally induced or artificially applied chemilumigenic probes. The temperature range of the thermoluminometer allows one to analyse the thermoinduced radical pair recombination of photosystem II in the lower temperature region as well as chemiluminescence from lipid peroxidation in the higher temperature region. Hence, plant material can be assessed concerning both its photosynthetic and its oxidative stress status. Since the device is equipped with four sample holders and four CPM channels for simultaneous detection of thermoinduced light emission, it facilitates a high throughput. Therefore, the new device is interesting, not only in ecophysiology, but also in the field of plant breeding, as it can be used to study the stress tolerance of various cultivars of cultural crop plants.     

Chemical communication in proteobacteria: biochemical and structural studies of signal synthases and receptors required for intercellular signalling

Cell-cell communication via the production and detection of chemical signal molecules has been the focus of a great deal of research over the past decade. One class of chemical signals widely used by proteobacteria consists of N-acyl-homoserine lactones, which are synthesized by proteins related to LuxI of Vibrio fischeri and are detected by proteins related to the V. fischeri LuxR protein. A related marine bacterium, Vibrio harveyi, communicates using two chemical signals, one of which, autoinducer-2 (AI-2), is a furanone borate diester that is synthesized by the LuxS protein and detected by a periplasmic protein called LuxP. Evidence from a number of laboratories suggests that AI-2 may be used as a signal by diverse groups of bacteria, and might permit intergeneric signalling. These two families of signalling systems have been studied from the perspectives of physiology, ecology, biochemistry, and more recently, structural biology. Here, we review the biochemistry and structural biology of both acyl-homoserine-lactone-dependent and AI-2-dependent signalling systems.     

The variability of the hepatitis B virus genome: statistical analysis and biological implications

A statistical analysis of the nucleotide sequence variability in 14 published hepatitis B virus (HBV) genomes was carried out using parametric and nonparametric methods. A parametric statistical model revealed that the different regions of the genome differed significantly in their variability. The conclusion was supported by a nonparametric kernel-density model of the HBV genome. Genes S, C, and P, region X, the precore region, and the pre-S2/pre-S1 regions were ranked in order of increasing variability. In many instances, conserved regions of the genome identified with sequences of known function in HBV biology. However, other characterized regions (such as pre-S) showed much variability despite the involvement of their encoded peptides in specific functions. Point mutations that may result in the formation of stop codons and amino acid changes may affect the clinical picture of HBV infection and may be reflected in atypical serological patterns.      

Sequence, organization, and evolution of the A+T region of Drosophila melanogaster mitochondrial DNA

The long (4.6-kb) A+T region of Drosophila melanogaster mitochondrial DNA has been cloned and sequenced. The A+T region is organized in two large arrays of tandemly repeated DNA sequence elements, with nonrepetitive intervening and flanking sequences comprising only 22% of its length. The first repeat array consists of five repeats of 338-373 bp. The second consists of four intact 464-bp repeats and a fifth partial repeat of 137 bp. Three DNA sequence elements are found to be highly conserved in D. melanogaster and in several Drosophila species with short A+T regions. These include a 300-bp DNA sequence element that overlaps the DNA replication origin and two thymidylate stretches identified on opposite DNA strands. We conclude that the length heterogeneity observed in the A+T regulatory region in mitochondrial DNAs from the genus Drosophila results from the expansion (and contraction) of the number of repeated DNA sequence elements. We also propose that the 300-bp conserved DNA sequence element, in conjunction with another primary sequence determinant, perhaps the adjacent thymidylate stretch, functions in the regulation of mitochondrial DNA replication.      

Genetic Fingerprinting of Pseudomonas syringae Pathovars Using ERIC-, REP-, and IS50-PCR

PCR fingerprinting using primers corresponding to repetitive (ERIC and REP) and insertion sequences (IS50) was investigated as a method to distinguish the pathovars of Pseudomonas syringae . After amplification of total DNA with the ERIC-, REP-, and IS50-PCR followed by agarose gel electrophoresis. most of the tested pathovars showed specific patterns of PCR products. The differences between the fingerprints among strains within a pathovar were small, with the exception of pathovars syringae, aptata , and atrofaciens . The fingerprints of the related pathovars savastanoi, phaseolicola, glycinea, morsprunorum, tabaci, lachrymans , and mori generated with the ERIC- and REP-primers were found to be very similar, showing the potential of this technique for taxonomical studies. In contrast, the IS50-PCR fingerprints of these pathovars were clearly distinguishable. The fingerprint patterns of a strain were highly reproducible with all three tested primer sets, also when whole cells were added to the reaction mixture. Thus, the PCR technique with the ERIC-, REP-, and IS50-primers is a rapid, simple, reproducible, and low cost method to identify and classify strains of the Pseudomonas syringae pathovars.     

Ethylene Production by Pseudomonas syringae Pathovars In Vitro and In Planta

Significant amounts of ethylene were produced by Pseudomonas syringae pv. glycinea, pv. phaseolicola (which had been isolated from viny weed Pueraria lobata [Willd.] Ohwi [common name, kudzu]), and pv. pisi in synthetic medium. On the other hand, the bean strains of P. syringae pv. phaseolicola and strains of 17 other pathovars did not produce ethylene. P. syringae pv. glycinea and P. syringae pv. phaseolicola produced nearly identical levels of ethylene (about 5 x 10(sup-7) nl h(sup-1) cell(sup-1)), which were about 10 times higher than the ethylene level of P. syringae pv. pisi. Two 22-bp oligonucleotide primers derived from the ethylene-forming enzyme (efe) gene of P. syringae pv. phaseolicola PK2 were investigated for their ability to detect ethylene-producing P. syringae strains by PCR analysis. PCR amplification with this primer set resulted in a specific 0.99-kb fragment in all ethylene-producing strains with the exception of the P. syringae pv. pisi strains. Therefore, P. syringae pv. pisi may use a different biosynthetic pathway for ethylene production or the sequence of the efe gene is less conserved in this bacterium. P. syringae pv. phaseolicola isolated from kudzu and P. syringae pv. glycinea also produced ethylene in planta. It could be shown that the enhanced ethylene production in diseased tissue was due to the production of ethylene by the inoculated bacteria. Ethylene production in vitro and in planta was strictly growth associated.