Variable selection besed on global score estimation and its numerical investigation

A variable selection method using global score estimation is proposed, which is applicable as a selection criterion in any multivariate method without external variables such as principal component analysis. This method selects a reasonable subset of variables so that the global scores, e.g. principal component scores, which are computed based on the selected variables, approximate the original global scores as well as possible in the context of the least squares. Three computational steps are proposed to estimate the scores according to how to satisfy the restriction that the estimated global scores are mutually uncorrelated. Three different examples are analyzed to demonstrate the performance and usefulness of the proposed method numerically, in which three steps are evaluated and the results obtained using four cost-saving selection procedures are compared

Food safety control system of Chinese eel exports and its challenges

This paper analyzes factors associated with the rejection of products at ports of importer countries and remedial actions taken by producers in China. As an example, it uses one of the most competitive agro-food products of China: live and processed eels. This paper provides an overview of eel production and trade trends in China. In addition, it identifies the causes of port rejection of Chinese eel products as veterinary drug residues by examining the detailed case studies of export firms and the countermeasures taken by the government and firms

Tailoring coupling of light to local plasmons by using Ag nanorods/structured dielectric/mirror sandwiches

The optical properties of the sandwich of Ag nanorod array (NRA)/structured dielectric layer/Ag mirror have been investigated theoretically and experimentally, where the structured dielectric layer has stacked sublayers of an anisotropic nanocolumnar layer and a uniform layer. The functions of the nanocolumnar and the uniform sublayers are to control shape of the Ag nanorods and to tune optical path length inside the sandwich, respectively. Calculations based on a simple model by treating the NRAs as uniform effective media indicate that the antireflection condition is realized by changing the thickness of the dielectric layer and that the Ag nanorods absorb most of the incident light. The designed structures have been successfully fabricated by taking advantages of the dynamic oblique-angle deposition technique. Under the experimental antireflection condition, Raman scattering measured on the Ag NRA in the near infrared region exhibits significant enhancement. This indicates that the local electric field close to the Ag nanorods can be controlled by the interference of light in the nanostructured sandwiches

Assessment of Neutrophil Functional Activity following Prolonged Endurance Exercise

ntroduction: Neutrophils not only play an important role in host defense by migrating to the site of infection and producing reactive oxygen species (RO S), but also mediate pathological process in inflammatory tissue damage. Therefore, it is import ant not only to assess but also modulate neutrophil activities for disease prevention. We hav e reported that exhaustive exercise causes neutrophil priming (Suzuki et al. J. Appl. Physiol. , 81, 1213-1222, 1996) which might be associated wi th muscle damage (Suzuki et al. J. Appl. Physiol. , 87, 1360-1367, 1999), but antioxidant capacity is also activated following exercise (Suzuki et al. Med. Sci. Sports Exerc. , 35, 348-355, 2003). In the present study, we examined the effects of endurance exercis e on neutrophil activation in relation with muscle damage (Sugama et al. EIR , 18, 115-126, 2012) and report the ex vivo findings based on a newly- developed neutrophil activity measurement system (S uzuki et al. Anticancer Res, 32, 2369-2376, 2012). Methods: Fourteen male triathletes participated in a duathlo n race consisted of 5 km of running, 40 km of cycling and 5 km of running. Venous blood sam ples were collected before, immediately after, 1.5 h and 3 h after the race. A mixture of blood an d luminol was layered on hydrogel (Mebiol Co., Kanagawa, Japan) in each tube and incubated for 60 min. The cell counts in the hydrogel were quantified as the migratory activity of neutrophils , whereas the ROS production was measured by luminol-dependent chemiluminescence. Serum concentr ation of myoglobin (Mb) as a marker of muscle damage and plasma reactive oxygen metabolite s (d-ROMs) as a marker of oxidative stress were also measured. Results: The migratory activity of neutrophils was significa ntly elevated immediately after exercise, further increased 1.5 h, and slightly decreased but remained significantly elevated 3 h after the race . ROS production of neutrophils was significantly ele vated 3 h after the race. Serum Mb concentration increased significantly after exercise and correlat ed positively with the migratory activity of neutrophils, suggesting that neutrophils could infi ltrate into the injured muscle. On the other hand, plasma d-ROMs tended to correlate with ROS producti on, indicating that exercise-induced oxidative stress can be explained at least in part by the ROS production from neutrophils. Conclusions: This new method for measuring neutrophil activitie s can be applied not only for assessing the status of inflammation and oxidative stress in exhaustive exercise, but also as a method for evaluating the efficacy of antioxidant and anti -inflammatory substances for reducing muscle damage

都市構造の変遷にみる退化性能の検討 : 居住者のトリップに着目して

これまでの我が国の都市計画の分野においては，人口増加に合わせた「成長論」が議論の中心であった．しかし2008年には日本全体として人口減少が始まったとされており，今後は急速な人口減少・高齢化等の問題に対応する必要がある．そのため今後の都市構造を検討する上では，人口減少期に合わせてその地域の持続性を高めていく，都市における「退化」についてその概念を広く普及させていく必要がある．そこで本研究では都市構造の経年的変遷に着目した地域類型を作成したうえで，それぞれの地域における居住者のトリップに着目して，都市における「退化」の性能を試算した．その結果，人口や都市サービス施設が経年的に減少している一部地域は，増加している地域よりもトリップ数が多く，経年的にもその傾向を強めている可能性が明らかとなった

自閉症スペクトラム障害における近赤外線スペクトロスコピーを用いた表情認知機能の評価

One of the characteristics of Autism Spectrum Disorder (ASD) is social disorder. The specificity of facial and expression recognition for people with ASD is gathering attention as a factor of this social disorder. The study examined the hemodynamic activities in the prefrontal cortex using near-infrared spectroscopy (NIRS) when a person with ASD performed an expression recognition task. The subjects were twenty males (18 - 22 years old) with ASD and without intellectual disabilities. Forty-five healthy males matched for age and sex were included as a control group. In both groups, the degree of autistic tendencies was evaluated using the Autism-Spectrum Quotient (AQ). Using eight standard emotional expressions of Japanese people, two expression recognition tasks were set. An NIRS was used to measure the prefrontal cortex blood mobilization during the expression-processing process. The AQ was significantly higher in the ASD group, while the rate of overall correct expression response was significantly lower (p < 0.001). A negative correlation was found when the relationship between the AQ and the rate of overall correct expression response was evaluated by combining the results of the control group with those of the ASD group (ρ = −0.40 p < 0.001). In the automatic expression-processing task, no activation in the prefrontal cortex was found in either the ASD or the control group. In the conscious expression-processing task, the activation of the left and right lateral prefrontal cortex was weaker in the ASD group compared to the control group. Unlike in the control group, a mild activation of posterior prefrontal cortex was found in the ASD group. The expression-processing process of the ASD group was found to be different from that of the control group. NIRS was effective in detecting a brain function disorder in people with ASD during an expression-processing process

Alteration of Membrane Physicochemical Properties by Two Factors for Membrane Protein Integration

After a nascent chain of a membrane protein emerges from the ribosomal tunnel, the protein is integrated into the cell membrane. This process is controlled by a series of proteinaceous molecular devices, such as signal recognition particles and Sec translocons. In addition to these proteins, we discovered two endogenous components regulating membrane protein integration in the inner membrane of Escherichia coli. The integration is blocked by diacylglycerol (DAG), whereas the blocking is relieved by a glycolipid named membrane protein integrase (MPIase). Here, we investigated the influence of these integration-blocking and integration-promoting factors on the physicochemical properties of membrane lipids via solid-state NMR and fluorescence measurements. These factors did not have destructive effects on membrane morphology because the membrane maintained its lamellar structure and did not fuse in the presence of DAG and/or MPIase at their effective concentrations. We next focused on membrane flexibility. DAG did not affect the mobility of the membrane surface, whereas the sugar chain in MPIase was highly mobile and enhanced the flexibility of membrane lipid headgroups. Comparison with a synthetic MPIase analog revealed the effects of the long sugar chain on membrane properties. The acyl chain order inside the membrane was increased by DAG, whereas the increase was cancelled by the addition of MPIase. MPIase also loosened the membrane lipid packing. Focusing on the transbilayer movement, MPIase reduced the rapid flip-flop motion of DAG. On the other hand, MPIase could not compensate for the diminished lateral diffusion by DAG. These results suggest that by manipulating the membrane lipids dynamics, DAG inhibits the protein from contacting the inner membrane, whereas the flexible long sugar chain of MPIase increases the opportunity for interaction between the membrane and the protein, leading to membrane integration of the newly formed protein