Deducing corticotropin-releasing hormone receptor type 1 signaling networks from gene expression data by usage of genetic algorithms and graphical Gaussian models

Background  

Dysregulation of the hypothalamic-pituitary-adrenal (HPA) axis is a hallmark of complex and multifactorial psychiatric diseases such as anxiety and mood disorders. About 50-60% of patients with major depression show HPA axis dysfunction, i.e. hyperactivity and impaired negative feedback regulation. The neuropeptide corticotropin-releasing hormone (CRH) and its receptor type 1 (CRHR1) are key regulators of this neuroendocrine stress axis. Therefore, we analyzed CRH/CRHR1-dependent gene expression data obtained from the pituitary corticotrope cell line AtT-20, a well-established in vitro model for CRHR1-mediated signal transduction. To extract significantly regulated genes from a genome-wide microarray data set and to deduce underlying CRHR1-dependent signaling networks, we combined supervised and unsupervised algorithms.     

Computational determination of refractive index distribution in the crystalline cones of the compound eye of Antarctic krill (Euphausia superba)

In order to understand how a compound eye channels light to the retina and forms an image, one needs to know the refractive index distribution in the crystalline cones. Direct measurements of the refractive indices require sections of fresh, unfixed tissue and the use of an interference microscope, but frequently neither is available. Using the eye of the Antarctic krill Euphausia superba (the main food of baleen whales) we developed a computational method to predict a likely refractive index distribution non-invasively from sections of fixed material without the need of an interference microscope. We used a computer model of the eye and calculated the most realistic spatial distribution of the refractive index gradient in the crystalline cone that would enable the eye to produce a sharp image on the retina. The animals are known to see well and on the basis of our computations we predict that for the eyes of the adult a maximum refractive index of 1.45-1.50 in the centre of the cone yields a better angular sensitivity and light absorption in a target receptor of the retina than if N(max) were 1.55. In juveniles with a narrower spatial separation between dioptric structures and retina, however, an N(max) of 1.50-1.55 gives a superior result. Our method to determine the most likely refractive index distribution in the cone without the need of fresh material and an interference microscope could be useful in the study of other invertebrate eyes that are known to possess good resolving power, but for a variety of reasons are not suitable for or will not permit direct refractive index measurements of their dioptric tissues to be taken.     

"Cold-sensitive" mutants of the Lac repressor

Thirteen of more than 4,000 single-amino-acid-replacement mutants of the Lac repressor, generated by suppression of amber nonsense mutants, were characterized as having a cold-sensitive phenotype. However, when expressed as missense mutations, none of the replacements cause cold sensitivity, implicating the suppression mechanism as being responsible for this phenotype.     

Modifying effects of fermented brown rice on fecal microbiota in rats

Brown rice fermented by Aspergillus oryzae (FBRA) is a fiber-rich food. Effects of dietary administration of FBRA on rat fecal microbiota composition were examined. Male Wistar rats were fed a basal diet or a 5% FBRA- or 10% FBRA-containing diet, and fecal microbiota was analyzed by culture and terminal-restriction fragment length polymorphism (T-RFLP) analysis. The viable cell number of lactobacilli significantly increased after feeding 10% FBRA diet for 3 weeks compared with that in the basal diet group and that in the same group at the beginning of the experiment (day 0). An increase in the viable cell number of lactobacilli was also observed after feeding 10% FBRA for 12 weeks compared with the effect of a basal diet. T-RFLP analysis showed an increase in the percentage of lactobacilli cells in feces of rats fed 10% FBRA for 14 weeks. Lactobacilli strains isolated from rat feces were divided into six types based on their randomly amplified polymorphic DNA (RAPD) patterns, and they were identified as Lactobacillus reuteri, L. intestinalis and lactobacilli species based on homology of the partial sequence of 16S rDNA. FBRA contains lactic acid bacteria, but their RAPD patterns and identified species were different from those in rat feces. These results indicated that dietary FBRA increases the number of lactobacilli species already resident in the rat intestine.     

Characterization of the inhabitancy of mouse intestinal bacteria (MIB) in rodents and humans by real-time PCR with group-specific primers

Mouse intestinal bacteria (MIB) is a new operational taxonomic unit (OTU) belonging to the Bacteroides subgroup in the Cytophaga-Flavobacter-Bacteroides (CFB) phylum recently found in the intestine of mice, rats and humans. However, their characters are still unknown since they have not yet been isolated by culture. To understand their habitat characteristics in intestinal tracts, the quantification assays of MIB were established using MIB group-specific primers. The MIB population in the intestine was evaluated as a percentage of the number of 16S rRNA gene copy of MIB. A real-time PCR assay using group specific primers showed the fluctuation of MIB inhabitancy and revealed that the MIB population in the small intestine of mice was significantly lower than the large intestinal contents. Moreover, MIB was found in human feces though the number was lower than in murine. This assay using group-specific primers revealed new information about host-preference of MIB.     

Sample size and sampling error in geometric morphometric studies of size and shape

Geometric morphometric studies are increasingly becoming common in systematics and palaeontology. The samples in such studies are often small, due to the paucity of material available for analysis. However, very few studies have tried to assess the impact of sampling error on analytical results. Here, this issue is addressed empirically using repeated randomized selection experiments to build progressively smaller samples from an original dataset of ∼400 vervet monkey (Cercopithecus aethiops) skulls. Size and shape parameters (including mean size and shape, size and shape variances, angles of allometric trajectories) that are commonly used in geometric morphometric studies, are estimated first in the original sample and then in the random subsamples. Estimates are then compared to give an indication of what is the minimum desirable sample size for each parameter. Mean size, standard deviation of size and variance of shape are found to be fairly accurate even in relatively small samples. In contrast, mean shapes and angles between static allometric trajectories are strongly affected by sampling error. If confirmed in other groups, our findings may have substantial implications for studies of morphological variation in present and fossil species. By performing rarefaction analyses like those presented in our study, morphometricians can be easily provided with important clues on how a simple but crucial factor like sample size can alter results of their studies.     

The influence of the immunostimulation by bacterial cell components derived from altered large intestinal microbiota on probiotic anti-inflammatory benefits

Using murine macrophage-like J774.1 cells and fecal precipitates prepared from the feces of elderly volunteers whose acute inflammation had been inhibited by LKM512 yogurt consumption, we investigated the likelihood that immunostimulation by altered intestinal bacterial cell components contribute to the anti-inflammatory benefits of this yogurt. Tumor necrosis factor-alpha production due to stimulation by fecal precipitates obtained during LKM512 yogurt consumption tended to be higher than due to stimulation by precipitates obtained from preconsumption (P=0.0827), although acute phase response was suppressed by LKM512 yogurt consumption. We suggest that the anti-inflammatory benefits of LKM512 yogurt on elderly volunteers are independent of direct immunostimulation by the bacterial cell components derived from altered intestinal microbiota.     

Application of a single‐colony coculture technique to the isolation of hitherto unculturable gut bacteria

Molecular studies have led to postulation of a relationship between gut microbiota and certain diseases. However, because studies of hitherto uncultured species in vivo are essential for characterizing the biology and pathogenic properties of gut bacteria, techniques for culturing and isolating such bacteria must be developed. Here, a technique is described that partially overcomes the obstacles that prevent detection of interbacterial communication in vitro and are thus responsible for the failure to culture certain bacterial species. For this purpose, a ring with a membrane filter at the bottom was designed and a relatively simple nutrient medium was used instead of conventional media. Gut bacteria were cocultivated in soft agar separated by the membrane filter to simulate interbacterial communication in vitro. Use of this soft agar coculture technique led to the successful isolation of hitherto uncultured bacteria and the demonstration of multistage interbacterial communication among gut bacteria in vitro. Cultivation and isolation of single colonies of bacteria that require other bacteria for growth will enhance efforts to better understand the physiological and pathogenic roles of gut microbiota.     

Functional significance of dinitrogen fixation in sustaining coral productivity under oligotrophic conditions

Functional traits define species by their ecological role in the ecosystem. Animals themselves are host–microbe ecosystems (holobionts), and the application of ecophysiological approaches can help to understand their functioning. In hard coral holobionts, communities of dinitrogen (N₂)-fixing prokaryotes (diazotrophs) may contribute a functional trait by providing bioavailable nitrogen (N) that could sustain coral productivity under oligotrophic conditions. This study quantified N₂ fixation by diazotrophs associated with four genera of hermatypic corals on a northern Red Sea fringing reef exposed to high seasonality. We found N₂ fixation activity to be 5- to 10-fold higher in summer, when inorganic nutrient concentrations were lowest and water temperature and light availability highest. Concurrently, coral gross primary productivity remained stable despite lower Symbiodinium densities and tissue chlorophyll a contents. In contrast, chlorophyll a content per Symbiodinium cell increased from spring to summer, suggesting that algal cells overcame limitation of N, an essential element for chlorophyll synthesis. In fact, N₂ fixation was positively correlated with coral productivity in summer, when its contribution was estimated to meet 11% of the Symbiodinium N requirements. These results provide evidence of an important functional role of diazotrophs in sustaining coral productivity when alternative external N sources are scarce.