Wavelet-based parametric functional mapping of developmental trajectories with high-dimensional data

The biological and statistical advantages of functional mapping result from joint modeling of the mean-covariance structures for developmental trajectories of a complex trait measured at a series of time points. While an increased number of time points can better describe the dynamic pattern of trait development, significant difficulties in performing functional mapping arise from prohibitive computational times required as well as from modeling the structure of a high-dimensional covariance matrix. In this article, we develop a statistical model for functional mapping of quantitative trait loci (QTL) that govern the developmental process of a quantitative trait on the basis of wavelet dimension reduction. By breaking an original signal down into a spectrum by taking its averages (smooth coefficients) and differences (detail coefficients), we used the discrete Haar wavelet shrinkage technique to transform an inherently high-dimensional biological problem into its tractable low-dimensional representation within the framework of functional mapping constructed by a Gaussian mixture model. Unlike conventional nonparametric modeling of wavelet shrinkage, we incorporate mathematical aspects of developmental trajectories into the smooth coefficients used for QTL mapping, thus preserving the biological relevance of functional mapping in formulating a number of hypothesis tests at the interplay between gene actions/interactions and developmental patterns for complex phenotypes. This wavelet-based parametric functional mapping has been statistically examined and compared with full-dimensional functional mapping through simulation studies. It holds great promise as a powerful statistical tool to unravel the genetic machinery of developmental trajectories with large-scale high-dimensional data.     

Biochemical characterization of a chromosomal toxin-antitoxin system in Mycobacterium tuberculosis

In the present paper, we report the biochemical characterization of a chromosomal toxin-antitoxin (TA) system in Mycobacterium tuberculosis, consisting of the Rv1991c gene and its upstream open reading frame (ORF) termed Rv1991a. Rv1991c was characterized as a toxin with ribonuclease activity and Rv1991a as the antitoxin against Rv1991c. Rv1991a interacted with Rv1991c to form a complex. A promoter located immediately upstream of Rv1991a was identified. Both Rv1991a and the Rv1991a-Rv1991c complex were able to bind to the promoter region of the Rv1991a-Rv1991c operon, indicating that the expression of the Rv1991a-Rv1991c operon can be autoregulated.     

Analysis and comparison of the bacterial community in fermented grains during the fermentation for two different styles of Chinese liquor

Bacterial populations in fermented grains during fermentation may play important roles in Chinese liquor flavor. PCR-based denaturing gradient gel electrophoresis (DGGE) and 16S rRNA gene library analysis were performed to analyze the bacterial community structure of two styles of liquor. The results of DGGE profiles showed that bacterial diversity decreased with the fermentation process and Lactobacillus acetotolerans became the predominant species at the end of the fermentation. But the obvious differences of bacterial community appeared in the middle stage of two styles of liquor fermentation, in which the different upstream production techniques were used. Moreover, 16S rRNA gene libraries of two styles were constructed. A total of 125 and 107 clones, chosen from two libraries, were grouped into 46 and 49 operational taxonomic units (OTUs) by amplified ribosomal DNA restriction analysis. According to sequencing results of clones, the predominant bacteria in strong aroma style fermented grains were those from the class Bacilli, Bacteroidetes, and Clostridia, whereas the predominant bacteria in fermented grains of roasted sesame aroma style belonged to Bacilli, Flavobacteria, and Gammaproteobacteria. Molecular analysis of the bacterial diversity of the liquor fermentation will benefit the analysis of important microorganisms playing key roles in the formation of liquor flavor components.     

Hydrolysis of insoluble collagen by deseasin MCP-01 from deep-sea Pseudoalteromonas sp. SM9913: collagenolytic characters, collagen-binding ability of C-terminal polycystic kidney disease domain, and implication for its novel role in deep-sea sedimentary particulate organic nitrogen degradation

Collagens are the most abundant proteins in marine animals and their degradation is important for the recycling of marine nitrogen. However, it is rather unclear how marine collagens are degraded because few marine collagenolytic proteases are studied in detail. Deseasins are a new type of multidomain subtilases. Here, the collagenolytic activity of deseasin MCP-01, the type example of deseasins, was studied. MCP-01 had broad substrate specificity to various type collagens from terrestrial and marine animals. It completely decomposed insoluble collagen into soluble peptides and amino acids, and was more prone to degrade marine collagen than terrestrial collagen. Thirty-seven cleavage sites of MCP-01 on bovine collagen chains were elucidated, showing the cleavage is various but specific. As the main extracellular cold-adapted protease from deep-sea bacterium Pseudoalteromonas sp. SM9913, MCP-01 displayed high activity at low temperature and alkaline range. Our data also showed that the C-terminal polycystic kidney disease (PKD) domain of MCP-01 was able to bind insoluble collagen and facilitate the insoluble collagen digestion by MCP-01. Site-directed mutagenesis demonstrated that Trp-36 of the PKD domain played a key role in its binding to insoluble collagen. It is the first time that the structure and function of a marine collagenolytic protease, deseasin MCP-01, has been studied in detail. Moreover, the PKD domain was experimentally proven to bind to insoluble protein for the first time. These results imply that MCP-01 would play an important role in the degradation of deep-sea sedimentary particulate organic nitrogen.     

IL-12R beta 2 promotes the development of CD4+CD25+ regulatory T cells

We have previously shown that mice lacking the IL-12-specific receptor subunit beta2 (IL-12Rbeta2) develop more severe experimental autoimmune encephalomyelitis than wild-type (WT) mice. The mechanism underlying this phenomenon is not known; nor is it known whether deficiency of IL-12Rbeta2 impacts other autoimmune disorders similarly. In the present study we demonstrate that IL-12Rbeta2(-/-) mice develop earlier onset and more severe disease in the streptozotocin-induced model of diabetes, indicating predisposition of IL-12Rbeta2-deficient mice to autoimmune diseases. T cells from IL-12Rbeta2(-/-) mice exhibited significantly higher proliferative responses upon TCR stimulation. The numbers of naturally occurring CD25(+)CD4(+) regulatory T cells (Tregs) in the thymus and spleen of IL-12Rbeta2(-/-) mice were comparable to those of WT mice. However, IL-12Rbeta2(-/-) mice exhibited a significantly reduced capacity to develop Tregs upon stimulation with TGF-beta, as shown by significantly lower numbers of CD25(+)CD4(+) T cells that expressed Foxp3. Functionally, CD25(+)CD4(+) Tregs derived from IL-12Rbeta2(-/-) mice were less efficient than those from WT mice in suppressing effector T cells. The role of IL-12Rbeta2 in the induction of Tregs was confirmed using small interfering RNA. These findings suggest that signaling via IL-12Rbeta2 regulates both the number and functional maturity of Treg cells, which indicates a novel mechanism underlying the regulation of autoimmune diseases by the IL-12 pathway.     

Poly(ethylene glycol)-containing hydrogel surfaces for antifouling applications in marine and freshwater environments

This work describes the fabrication, characterization, and biological evaluation of a thin protein-resistant poly(ethylene glycol) (PEG)-based hydrogel coating for antifouling applications. The coating was fabricated by free-radical polymerization on silanized glass and silicon and on polystyrene-covered silicon and gold. The physicochemical properties of the coating were characterized by infrared spectroscopy, ellipsometry, and contact angle measurements. In particular, the chemical stability of the coating in artificial seawater was evaluated over a six-month period. These measurements indicated that the degradation process was slow under the test conditions chosen, with the coating thickness and composition changing only marginally over the period. The settlement behavior of a broad and diverse group of marine and freshwater fouling organisms was evaluated. The tested organisms were barnacle larvae (Balanus amphitrite), algal zoospores (Ulva linza), diatoms (Navicula perminuta), and three bacteria species (Cobetia marina, Marinobacter hydrocarbonoclasticus, and Pseudomonas fluorescens). The biological results showed that the hydrogel coating exhibited excellent antifouling properties with respect to settlement and removal.     

Human DNA ligases I and III, but not ligase IV, are required for microhomology-mediated end joining of DNA double-strand breaks

DNA nonhomologous end-joining (NHEJ) and homologous recombination are two distinct pathways of DNA double-strand break repair in mammalian cells. Biochemical and genetic studies showed that DNA ends can also be joined via microhomology-mediated end joining (MHEJ), especially when proteins responsible for NHEJ, such as Ku, are reduced or absent. While it has been known that Ku-dependent NHEJ requires DNA ligase IV, it is unclear which DNA ligase(s) is required for Ku-independent MHEJ. In this study, we used a cell-free assay to determine the roles of DNA ligases I, III and IV in MHEJ and NHEJ. We found that siRNA mediated down-regulation of DNA ligase I or ligase III in human HTD114 cells led to impaired end joining that was mediated by 2-, 3- or 10-bp microhomology. In addition, nuclear extract from human fibroblasts harboring a mutation in DNA ligase I displayed reduced MHEJ activity. Furthermore, treatment of HTD114 nuclear extracts with an antibody against DNA ligase I or III also significantly reduced MHEJ. These data indicate that DNA ligases I and III are required in MHEJ. DNA ligase IV, on the contrary, is not required in MHEJ but facilitates Ku-dependent NHEJ. Therefore, MHEJ and NHEJ require different DNA ligases.     

Phosphorylation of Extracellular Signal-Regulated Kinases 1/2 Predominantly Enhanced in the Microglia of the Rat Spinal Cord Following Lipopolysaccharide Injection

The present study was initiated to investigate the role of extracellular signal-regulated kinases (ERK) 1/2 signaling pathway in the early response of spinal cord to systemic inflammation by using Western blotting and immunohistochemical techniques in a rat model intraperitoneally injected with 10 mg/kg of lipopolysaccharide (LPS). The results showed that there was a considerable amount of phosphorylated ERK 1/2 protein in the spinal cord of inflamed animals killed under pentobarbital anesthesia. The result of Western blotting showed that the phosphorylation level of ERK 1/2 in the spinal cord was increased at one hour; then 12 and 24 h after LPS injection the level decreased, while the total ERK 1/2 level seemed unchanged. The phosphorylated ERK 1/2 dominantly existed in the microglia cells of the gray matter of spinal cord, as demonstrated with double immunofluorescent staining 1 h after LPS injection. Collectively, the present results suggest that ERK signal pathway involve the cellular activation in the spinal cord following systemic inflammation, with ERK mainly in microglia. The increase of phosphorylation of ERK 1/2 in microglia of spinal cord after LPS injection implicates that ERK signaling pathway involves intracellular activity of microglia responding to the inflammation. Dan Zhou and Min Fei contributed equally to this work.