Inference of S-system models of genetic networks using a cooperative coevolutionary algorithm

MOTIVATION: To resolve the high-dimensionality of the genetic network inference problem in the S-system model, a problem decomposition strategy has been proposed. While this strategy certainly shows promise, it cannot provide a model readily applicable to the computational simulation of the genetic network when the given time-series data contain measurement noise. This is a significant limitation of the problem decomposition, given that our analysis and understanding of the genetic network depend on the computational simulation. RESULTS: We propose a new method for inferring S-system models of large-scale genetic networks. The proposed method is based on the problem decomposition strategy and a cooperative coevolutionary algorithm. As the subproblems divided by the problem decomposition strategy are solved simultaneously using the cooperative coevolutionary algorithm, the proposed method can be used to infer any S-system model ready for computational simulation. To verify the effectiveness of the proposed method, we apply it to two artificial genetic network inference problems. Finally, the proposed method is used to analyze the actual DNA microarray data.     

Inhibitory effect of porphyran, prepared from dried "Nori", on contact hypersensitivity in mice

Porphyran is a major component of the red algae, Porphyra tenera and P. yezoensis, which are processed into a sheet type of dried food, "Nori". Porphyran has been reported to activate murine macrophages by in vitro and i.p. injection studies. The contact hypersensitivity (CHS) reaction in mice is commonly used as a model to evaluate the anti-allergic activity of food and food components. We therefore studied the effect of porphyran on the CHS reaction in Balb/c mice to evaluate anti-allergic activity of porphyran. We found that an oral administration of porphyran (2% in drinking water) suppressed the CHS reaction (ear edema) induced by 2,4,6-trinitrochlorobenzene. We also found that porphyran suppressed the serum level of IgE and the production of interferon-gamma (IFN-gamma) in the challenged ear lobe. We conclude from these results that the CHS reaction was suppressed by oral porphyran due to the decreased serum level of IgE and the production of IFN-gamma in the challenged ear lobe.     

A pH-dependent conformational change in EspA, a component of the Escherichia coli O157:H7 type III secretion system

pH-Dependent structural changes for Escherichia coli O157:H7 EspA were characterized by CD, 8-anilino-2-naphthyl sulfonic acid (ANS) fluorescence, and sedimentation equilibrium ultracentrifugation. Far- and near-UV CD spectra, recorded between pH 2.0 and 7.0, indicate that the protein has significant amounts of secondary and tertiary structures. An increase in ANS fluorescence intensity (in the presence of EspA) was observed at acidic pH; whereas, no increased ANS fluorescence was observed at pH 7.0. These results suggest the presence of a partially unfolded state. Interestingly, urea-induced unfolding transitions, monitored by far-UV CD spectroscopy, showed that the protein is destabilized at pH 2.0 as compared with EspA at neutral pH. Although increased ANS fluorescence was observed at pH 3.0, the urea-induced unfolding curve is similar to that found at pH 7.0. This result suggests the presence, at pH 3.0, of an ordered, but partially unfolded state, which differs from typical molten globule. The results of analytical ultracentrifugation and infrared spectroscopy indicate that EspA molecules associate at pH 7.0, suggesting the formation of short filamentous oligomers containing alpha-helical structures, whereas the protein tend to form nonspecific aggregates containing intermolecular beta-sheets at pH 2.0. Our experiments indicate that EspA has the potential to spontaneously form filamentous oligomers at neutral pH; whereas the protein is partially unfolded, assuming different conformations, at acidic pH.     

Amino Acid esters prevent thermal inactivation and aggregation of lysozyme

Small potent inhibitors of aggregation are eagerly demanded for preventing the inactivation of proteins. This paper shows that amino acid esters (AAEs) prevent heat-induced aggregation and inactivation of hen egg lysozyme. Lysozyme was completely inactivated (<1% original activity) during heat treatment at 98 degrees C for 30 min in a solution containing 0.2 mg/mL lysozyme in 50 mM Na-phosphate buffer (pH 6.5). The residual activities only slightly increased (<5%) in the presence of 100 mM commonly used additives such as arginine, guanidine, urea, and sugars. However, in the presence of 100 mM AAEs, the residual activities were >60% and no aggregates were observed during the heat treatment at 98 degrees C for 30 min. This fact provides new information on the scaffold for designing additives to prevent heat-induced aggregation.     

Novel reaction mechanism of GTP cyclohydrolase I. High-resolution X-ray crystallography of Thermus thermophilus HB8 enzyme complexed with a transition state analogue, the 8-oxoguanine derivative

GTP cyclohydrolase I (GTPCH1) catalyzes the conversion of GTP to dihydroneopterin 3'-triphosphate. We found that an 8-oxoguanine derivative of GTP (8-oxo-GTP) strongly bound to GTPCH1 from Thermus thermophilus HB8 (tGTPCH1) as a competitive inhibitor. The affinity of 8-oxo-GTP was three orders of magnitude greater than that of GTP. These results suggest that 8-oxo-GTP is a transition state analogue of GTPCH1. We have solved the X-ray crystal structures of tGTPCH1 complexed with 8-oxo-GTP and 8-oxo-dGTP at 2.0 and 1.8 A resolution, respectively, as well as the free form of the enzyme at 2.2 A resolution. In the structure of tGTPCH1 complexed with 8-oxo-GTP or 8-oxo-dGTP, the oxygen atoms at O8 of the 8-oxoguanine groups, together with residues Cys108, His111 and Cys179, are coordinated to the zinc ion. The water molecule between Ndelta1 of His177 and N7 of 8-oxoguanine is conserved in both structures. These structural data are in accordance with one of the proposed transition states. Superimpositioning of the structures indicates the imidazole ring of His110 is rotated, implying concomitant proton transfer to the ribose ring O4'. Based on these structural data we propose a novel reaction mechanism for GTPCH1.     

Intracellular cAMP controls a physical association of V-1 with CapZ in cultured mammalian endocrine cells

V-1, an ankyrin repeat protein with the activity to control tyrosine hydroxylase (TH) gene expression and transmitter release in PC12D cells, associates with CapZ, an actin capping protein, and thereby regulates actin polymerization in vitro. In this study, immunoprecipitation and Western blot analysis showed that V-1 was physically associated with CapZ-beta in PC12D transfectants overexpressing V-1. These proteins were co-localized in the soma of Purkinje cells of rat cerebellum as assayed by immunohistochemistry. Furthermore, in the V-1 transfectants, the amount of CapZ which physically associated with V-1 was steeply reduced at 2h after treatment with forskolin, but was thereafter increased to reach its initial level at 12h after forskolin-treatment. These results suggest that the association of V-1 with CapZ is controlled by a cAMP-dependent signalling pathway probably to play a functional role in the regulatory mechanism of actin dynamics in the endocrine system and the central nervous system.     

Differential effect of IL-4 and IL-13 on the expression of recombination-activating genes in mature B cells from human peripheral blood

We examined the expression of recombination-activating genes (RAG-1 and RAG-2) and activation-induced cytidine deaminase (AID) by mature human blood B cells stimulated with anti-CD40 in the presence of IL-4 or IL-13. IL-4 was an effective cofactor for RAG-1 and RAG-2 expression, whereas IL-13 was not. In addition, IL-4-dependent RAG expression combined with AID and IgE expression allowed predominant expression of newly rearranged lambda light chains on IgE+ cells generated from kappa+ cells. Although the magnitudes of IL-4- and IL-13-dependent AID and IgE expression were related to expression levels of binding subunits of the IL-4 and IL-13 receptors, IL-13 was ineffective for light chain replacement in the induced IgE+ cells due to the failure in RAG expression. Our studies using mature blood B cells indicate that IL-4-responsive cells, unlike IL-13-responsive cells, undergo lambda gene rearrangement leading to replacement in parallel with RAG expression and suggest that this replacement may contribute to the regulation of affinity maturation of IgE antibodies.     

Position-specific incorporation of dansylated non-natural amino acids into streptavidin by using a four-base codon

Novel non-natural amino acids carrying a dansyl fluorescent group were designed, synthesized, and incorporated into various positions of streptavidin by using a CGGG four-base codon in an Escherichia coli in vitro translation system. 2,6-Dansyl-aminophenylalanine (2,6-dnsAF) was found to be incorporated into the protein more efficiently than 1,5-dansyl-lysine, 2,6-dansyl-lysine, and 1,5-dansyl-aminophenylalanine. Fluorescence measurements indicate that the position-specific incorporation of the 2,6-dnsAF is a useful technique to probe protein structures. These results also indicate that well-designed non-natural amino acids carrying relatively large side chains can be accepted as substrates of the translation system.     

Androgen-dependent expression, gene structure, and molecular evolution of guinea pig caltrin II, a WAP-motif protein

We determined the cDNA and gene structures of guinea pig caltrin II, a unique member of the calcium transporter inhibitors containing a whey acidic protein (WAP) motif, and we established that it is a secretory protein with a potential 21-amino acid signal peptide in its N-terminus. Northern blot analysis and in situ hybridization histochemistry indicated that the expression of caltrin II is restricted to luminal epithelial cells in the seminal vesicles. Its message levels markedly decreased either after castration (and were restored by simultaneous administration of testosterone) or after treatment of the animals with estradiol, suggesting that the expression of caltrin II is androgen-dependent. Recombinant caltrin II had an elastase-inhibitor activity. Comparison of sequence between the caltrin II and related genes and their molecular evolutionary analyses revealed that caltrin II and seminal vesicle secretory proteins (SVPs) appear to be evolved from a common ancestor gene that is made by the fusion of semenogelin and trappin genes. Caltrin II and SVPs lost the transglutaminase substrate domain and the WAP motif, respectively, within a single exon, resulting in the exertion of different functions.     

Regulatory mechanism of Dictyostelium myosin light chain kinase A

In this study, we examined the activation mechanism of Dictyostelium myosin light chain kinase A (MLCK-A) using constitutively active Ca2+/calmodulin-dependent protein kinase kinase as a surrogate MLCK-A kinase. MLCK-A was phosphorylated at Thr166 by constitutively active Ca2+/calmodulin-dependent protein kinase kinase, resulting in an approximately 140-fold increase in catalytic activity, using intact Dictyostelium myosin II. Recombinant Dictyostelium myosin II regulatory light chain and Kemptamide were also readily phosphorylated by activated MLCK-A. Mass spectrometry analysis revealed that MLCK-A expressed by Escherichia coli was autophosphorylated at Thr289 and that, subsequent to Thr166 phosphorylation, MLCK-A also underwent a slow rate of autophosphorylation at multiple Ser residues. Using site-directed mutagenesis, we show that autophosphorylation at Thr289 is required for efficient phosphorylation and activation by an upstream kinase. By performing enzyme kinetics analysis on a series of MLCK-A truncation mutants, we found that residues 283-288 function as an autoinhibitory domain and that autoinhibition is fully relieved by Thr166 phosphorylation. Simple removal of this region resulted in a significant increase in the kcat of MLCK-A; however, it did not generate maximum enzymatic activity. Together with the results of our kinetic analysis of the enzymes, these findings demonstrate that Thr166 phosphorylation of MLCK-A by an upstream kinase subsequent to autophosphorylation at Thr289 results in generation of maximum MLCK-A activity through both release of an autoinhibitory domain from its catalytic core and a further increase (15-19-fold) in the kcat of the enzyme.