Weighing risk factors associated with bee colony collapse disorder by classification and regression tree analysis

Colony collapse disorder (CCD), a syndrome whose defining trait is the rapid loss of adult worker honey bees, Apis mellifera L., is thought to be responsible for a minority of the large overwintering losses experienced by U.S. beekeepers since the winter 2006-2007. Using the same data set developed to perform a monofactorial analysis (PloS ONE 4: e6481, 2009), we conducted a classification and regression tree (CART) analysis in an attempt to better understand the relative importance and interrelations among different risk variables in explaining CCD. Fifty-five exploratory variables were used to construct two CART models: one model with and one model without a cost of misclassifying a CCD-diagnosed colony as a non-CCD colony. The resulting model tree that permitted for misclassification had a sensitivity and specificity of 85 and 74%, respectively. Although factors measuring colony stress (e.g., adult bee physiological measures, such as fluctuating asymmetry or mass of head) were important discriminating values, six of the 19 variables having the greatest discriminatory value were pesticide levels in different hive matrices. Notably, coumaphos levels in brood (a miticide commonly used by beekeepers) had the highest discriminatory value and were highest in control (healthy) colonies. Our CART analysis provides evidence that CCD is probably the result of several factors acting in concert, making afflicted colonies more susceptible to disease. This analysis highlights several areas that warrant further attention, including the effect of sublethal pesticide exposure on pathogen prevalence and the role of variability in bee tolerance to pesticides on colony survivorship.     

Characterization of N-Linked Protein Glycosylation in Helicobacter pullorum

The first bacterial N-linked glycosylation system was discovered in Campylobacter jejuni, and the key enzyme involved in the coupling of glycan to asparagine residues within the acceptor sequon of the glycoprotein is the oligosaccharyltransferase PglB. Emerging genome sequence data have revealed that pglB orthologues are present in a subset of species from the Deltaproteobacteria and Epsilonproteobacteria, including three Helicobacter species: H. pullorum, H. canadensis, and H. winghamensis. In contrast to C. jejuni, in which a single pglB gene is located within a larger gene cluster encoding the enzymes required for the biosynthesis of the N-linked glycan, these Helicobacter species contain two unrelated pglB genes (pglB1 and pglB2), neither of which is located within a larger locus involved in protein glycosylation. In complementation experiments, the H. pullorum PglB1 protein, but not PglB2, was able to transfer C. jejuni N-linked glycan onto an acceptor protein in Escherichia coli. Analysis of the characterized C. jejuni N-glycosylation system with an in vitro oligosaccharyltransferase assay followed by matrix-assisted laser desorption ionization (MALDI) mass spectrometry demonstrated the utility of this approach, and when applied to H. pullorum, PglB1-dependent N glycosylation with a linear pentasaccharide was observed. This reaction required an acidic residue at the −2 position of the N-glycosylation sequon, as for C. jejuni. Attempted insertional knockout mutagenesis of the H. pullorum pglB2 gene was unsuccessful, suggesting that it is essential. These first data on N-linked glycosylation in a second bacterial species demonstrate the similarities to, and fundamental differences from, the well-studied C. jejuni system.Glycosylation is one of the most common protein modifications, and eukaryotes glycosylate many of their secreted proteins with asparagine or N-linked glycans. This process is thought to have diverse roles in protein folding, quality control, protein secretion, and sorting (13). Eukaryotic glycosylation takes place at the luminal side of the endoplasmic reticulum (ER) membrane, where a preassembled oligosaccharide is transferred from a lipid carrier to asparagine residues within an N-X-S/T consensus sequence, where X can be any amino acid except proline (19). The coupling of glycan to the protein takes place cotranslationally as nascent polypeptide chains cross the ER membrane via a translocon apparatus (5). This reaction involves a protein complex of at least eight subunits (49), with the STT3 protein (50, 52) apparently acting as the central enzyme in the process of N-linked protein glycosylation (29, 48). The STT3 protein consists of an amino terminus with multiple membrane-spanning domains and a carboxy-terminal region containing the highly conserved WWDYG amino acid sequence motif (15).The first prokaryotic glycoproteins were described for archaeal species over 30 years ago (26), and for some time it was thought that protein glycosylation was a eukaryotic and archaeal, but not a bacterial, trait. However, there are now many examples of protein glycosylation in species from the domain Bacteria. For example, general O-linked protein glycosylation systems in which functionally diverse sets of proteins are glycosylated via a single pathway have recently been identified in Neisseria and Bacteroides spp. (8, 21, 44). The most-well-characterized bacterial species with respect to protein glycosylation is the enteropathogen Campylobacter jejuni, which encodes an O-linked system that glycosylates the flagellin protein of the flagellar filament along with the first described bacterial N-linked glycosylation system (39).The C. jejuni N-linked glycosylation pathway is encoded by genes from a single protein glycosylation, or pgl, locus (38). The glycosylation reaction is thought to occur at the periplasmic face of the bacterial inner membrane mediated by the product of the STT3 orthologue pglB (46). The C. jejuni heptasaccharide glycan is assembled on a lipid carrier in the cytoplasm through the action of glycosyltransferases encoded by the pglA, pglC, pglH, pglJ, and pglI genes (11, 12, 24, 31). This lipid-linked oligosaccharide (LLO) is then “flipped” into the periplasm by the pglK gene product, or “flippase” (1), and transferred by PglB onto an asparagine residue within an extended D/E-X-N-X-S/T sequon (19). Many C. jejuni periplasmic and surface proteins of diverse function are N glycosylated (51), yet the function of glycosylation remains elusive. Unlike in eukaryotes, this process occurs posttranslationally, and the surface location of the sequon in folded proteins appears to be required for glycosylation (20).The C. jejuni pgl gene locus can be transferred into Escherichia coli, and the corresponding gene products will function to transfer the heptasaccharide onto asparagine residues of coexpressed C. jejuni glycoproteins as well as non-C. jejuni proteins containing the appropriately located acceptor sequon (19, 46). When alternative lipid-linked glycans are present, such as those involved in lipopolysaccharide biosynthesis, glycans with diverse structure can also be transferred onto proteins (7). Although there are limitations, particularly with regard to the apparent structural requirement for an acetamido group on the C-2 carbon of the reducing end sugar (7, 47), this is still a significant advance toward tractable in vivo systems for glycoconjugate synthesis. The identification and characterization of further bacterial PglB proteins with potentially diverse properties would considerably expand the utility of such systems. Data from genome sequencing indicate that pglB orthologues are found in species closely related to C. jejuni, such as Campylobacter coli, Campylobacter lari, and Campylobacter upsaliensis (40), as well as in the more distantly related species Wolinella succinogenes (2). These species are members of the phylogenetic grouping known as the epsilon subdivision of the Proteobacteria, or Epsilonproteobacteria, consisting of the well-established genera Campylobacter, Helicobacter, Arcobacter, and Wolinella, which are often associated with human and animal hosts, as well as a number of newly recognized groupings of environmental bacteria often found in sulfidic environments (3). However, not all species of Epsilonproteobacteria contain pglB orthologues, and until recently, all characterized Helicobacter species lacked pglB genes.Given the considerable interest in exploiting bacterial protein glycosylation, especially the C. jejuni N-linked glycosylation system, for generating glycoconjugates of biotechnological and therapeutic potential, the functional characterization of newly discovered pglB orthologues is a priority. In this report we describe the application of an in vitro oligosaccharyltransferase assay to investigate N-linked glycosylation initially in C. jejuni, where the utility of this approach was demonstrated, and then in Helicobacter pullorum, demonstrating that one of the two H. pullorum PglB enzymes is responsible for N-linked protein glycosylation with a pentasaccharide glycan.     

Characterization of a Glutamate Transporter Operon,glnQHMP, in Streptococcus mutans and Its Role in Acid Tolerance

Glutamate contributes to the acid tolerance response (ATR) of many Gram-negative and Gram-positive bacteria, but its role in the ATR of the oral bacterium Streptococcus mutans is unknown. This study describes the discovery and characterization of a glutamate transporter operon designated glnQHMP (Smu.1519 to Smu.1522) and investigates its potential role in acid tolerance. Deletion of glnQHMP resulted in a 95% reduction in transport of radiolabeled glutamate compared to the wild-type UA159 strain. The addition of glutamate to metabolizing UA159 cells resulted in an increased production of acidic end products, whereas the glnQHMP mutant produced less lactic acid than UA159, suggesting a link between glutamate metabolism and acid production and possible acid tolerance. To investigate this possibility, we conducted a microarray analysis with glutamate and under pH 5.5 and pH 7.5 conditions which showed that expression of the glnQHMP operon was downregulated by both glutamate and mild acid. We also measured the growth kinetics of UA159 and its glnQHMP-negative derivative at pH 5.5 and found that the mutant doubled at a much slower rate than the parent strain but survived at pH 3.5 significantly better than the wild type. Taken together, these findings support the involvement of the glutamate transporter operon glnQHMP in the acid tolerance response in S. mutans.Streptococcus mutans is 1 of over 700 bacterial species commonly found in the oral environment (1). Its ability to rapidly metabolize dietary carbohydrates to acid end products causes demineralization of the tooth enamel, leading to caries formation (19). Acidogenicity (the ability to produce acid end products via glycolysis) and aciduricity (the ability to survive and grow in acidic environments) are two important virulence factors of S. mutans. Maintenance of a pH gradient across the cell membrane by increasing intracellular pH by 0.5 to 1.0 relative to the extracellular pH (ΔpH) when exposed to a low pH environment is critical for the survival of S. mutans at low pH. This is primarily accomplished by acid-induced mechanisms that facilitate proton extrusion via the proton-translocating ATPase (5, 20) and by acid end product efflux (8, 12). S. mutans also possesses an acid tolerance response (ATR) mechanism, whereby preexposure to sublethal pH environments (e.g., pH 5.5) affords protection from killing under lethal pH values as low as pH 3.0 (7). This adaptive process is characterized by increased acid resistance (4), increased glycolytic capacities (20), and increased proton-translocating enzyme F₁F₀-ATPase activity (44). The ATR is enhanced by sugar starvation and the addition of amino acids (48), the addition of potassium ions (12), growth in biofilms, and activity of multiple two-component signal transduction systems that include the ComDE, HK11/RR11 (also designated LiaS/LiaR), VicKR, CiaHR, LevSR, ScnKR, and HK1037/RR1038 (6, 17, 31, 32, 46).Previously, Noji et al. and Sato et al. described a glutamate/aspartate transporter in S. mutans (38, 45). Those researchers showed that the presence of potassium ions was required for transport and that, in environments of pH 6.0 or below, the activity of the H⁺-ATPase system was required (38, 45). Potassium ions are the main cations in plaque (50), and potassium uptake is associated with intracellular pH homeostasis in S. mutans (24, 35). In addition, expression of several genes involved in the glutamate synthesis pathway (icd, citZ, and acn) are downregulated under low pH (10), suggesting a link between glutamate metabolism, potassium levels, and aciduricity in S. mutans. Since acid tolerance is an important virulence property of S. mutans, we aimed to investigate a possible link between glutamate uptake and acid resistance in this oral pathogen. In bacteria, intracellular glutamate and glutamine levels are closely linked with nitrogen metabolism of the cell. Glutamine is synthesized from glutamate and ammonium, which is a major way for cells to assimilate the nitrogen required for biosynthesis of all amino acids, thus affecting protein synthesis and the structural and functional integrity of the cell. Notably, nitrogen metabolism, especially glutamine metabolism, has been linked to virulence in a number of microorganisms, including Streptococcus pneumoniae (26, 42), Staphylococcus aureus (41), Candida albicans (33), and Pseudomonas aeruginosa (51). Glutamate uptake and metabolism are known to be involved in the ATR of Gram-negative bacteria such as Escherichia coli via the use of glutamate decarboxylase and the glutamate/gamma-amino butyrate (glutamate/GABA) antiporter (9). Similarly, the homologous proteins of these systems in Lactococcus lactis, encoded by the gadBC genes, were shown to assist in a glutamate-dependent acid-resistance mechanism in that Gram-positive bacterium (44).In this study, we searched the S. mutans UA159 genome for potential glutamine transporter operons. We constructed a deletion mutant (SmuGLT) of the glnQHMP operon (Smu.1519 to Smu.1522) and confirmed its role as a glutamate transporter. The inability of SmuGLT to take up glutamate resulted in a general growth deficiency, especially at pH 5.5, as well as an increased tolerance to acid. Results from this study provide insight into the ATR of S. mutans, including a potential link between glutamate metabolism and acid resistance in S. mutans.     

Calcareous nannofossil biostratigraphy of the Paleocene sediments of the Odessa Gas Field (NW Black Sea)

Calcareous nannofossils from Paleocene sediments of two boreholes (Odeska-6 and 20) from the north-western shelf of the Black Sea are examined. Five nannofossil Zones are identified according to the standard zonations of Martini (1971) and Quillévéré et al. (2002): the Chiasmolithus danicus Zone (NP3), the upper part of Ellipsolithus Macellus Zone (NP4b), the Fasciculithus tympaniformis Zone (NP5), the Heliolithus kleinpelli Zone (NP6) and the Heliolithus riedelii Zone (NP8). This biostratigraphical work allows us to correlate the Bilokamian and Kachian regional stages of the Stratigraphic Scheme of Southern Ukraine (Zernetskiy et al., 1993) to the standard nannofossil zonations and, therefore, to the International Chronostratigraphic scheme. The presence of an unconformity between the Bilokamian and Kachian regional stages in the borehole section of Odeska-6 is suggested by Linear Sedimentary Rates estimated for the two boreholes. This unconformity corresponds to the upper part of the Chiasmolithus danicus nannofossil Zone (NP3) and the lower part of Ellipsolithus Macellus (NP4a), and is estimated to last nearly 1.94 Ma.     

Infertility and Male Mating Behavior Deficits Associated With Pde1c in Drosophila melanogaster

Pde1c is a calcium/calmodulin-regulated, dual-specificity cyclic nucleotide phosphodiesterase. We have used a transposon insertion line to investigate the physiological function of Pde1c in Drosophila melanogaster and to show that the insertion leads to male sterility and male mating behavior defects that include reduced copulation rates. Sterility appears to be primarily due to elimination of sperm from the female reproductive system. The male mating behavior defects were fully rescued by expression of exogenous Pde1c under the control of either a Pde1c or a pan-neuronal promoter, whereas the sterility could be only partially rescued by expression of exogenous Pde1c under the control of these promoters. We also show that Pde1c has a male-specific expression pattern in the CNS with an increased number of Pde1c-expressing neurons in the abdominal ganglion in males.THE cyclic nucleotides, cyclic AMP (cAMP) and cyclic GMP (cGMP), have been known for many years to regulate a wide variety of physiological processes in all animals (e.g., Siegel et al. 1994). Similarly, there is a large body of research focused on an understanding of the structure and regulation of the enzymes that synthesize cAMP and cGMP, the adenylyl and guanylyl cyclases, respectively. Although the concentrations of cyclic nucleotides within a cell are regulated by both their synthesis and their degradation, less attention has been devoted to the function and regulation of the enzymes that break down cyclic nucleotides, the phosphodiesterases (PDEs).Mammals have >20 genes that code for cyclic nucleotide PDEs, which have been subdivided into 11 families on the basis of their sequences, substrate specificities, and regulatory properties (Conti and Beavo 2007). Insects also have a wide variety of PDEs with Drosophila melanogaster containing 6 genes that code for cyclic nucleotide PDEs (Morton and Hudson 2002; Day et al. 2005). On the basis of their sequence similarity to the mammalian PDEs, these 6 genes have been classified into 6 of the 11 families: Pde1c, Pde4, Pde6, Pde8, Pde9, and Pde11 (Day et al. 2005). When their biochemical properties have been investigated, they match well with other members of the same family (Day et al. 2005).Despite the importance of cyclic nucleotides in insect physiology, only one of the Drosophila PDEs has been associated with a mutant phenotype. This gene, Pde4, also known as dunce, was one of the first learning and memory mutants discovered (Byers et al. 1981; Davis et al. 1995). In this study, we have investigated the phenotypes associated with reduced expression of Pde1c, a PDE that has dual specificity for both cAMP and cGMP and that is stimulated in the presence of calcium and calmodulin (Day et al. 2005). Here we show that Pde1c is required for male fertility and male mating behavior. Male sterility appears to be primarily due to females rejecting sperm or failing to store the sperm from mutant males.