• Title/Summary/Keyword: Low-Interaction

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Classification Tree Analysis to Assess Contributing Factors Influencing Biosecurity Level on Farrow-to-Finish Pig Farms in Korea (분류 트리 기법을 이용한 국내 일괄사육 양돈장의 차단방역 수준에 영향을 미치는 기여 요인 평가)

  • Kim, Kyu-Wook;Pak, Son-Il
    • Journal of Veterinary Clinics
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    • v.33 no.2
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    • pp.107-112
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    • 2016
  • The objective of this study was to determine potential contributing factors associated with biosecurity level of farrow-to-finish pig farms and to develop a classification tree model to explore how these factors related to each other based on prediction model. To this end, the author analyzed data (n = 193) extracted from a cross-sectional study of 344 farrow-to-finish farms which was conducted between March and September 2014 aimed to explore swine disease status at farm level. Standardized questionnaires with information about basic demographical data and management practices were collected in each farm by on-site visit of trained veterinarians. For the classification of the data sets regarding biosecurity level as a dependent variable and predictor variables, Chi-squared Automatic Interaction Detection (CHAID) algorithm was applied for modeling classification tree. The statistics of misclassification risk was used to evaluate the fitness of the model in terms of prediction results. Categorical multivariate input data (40 variables) was used to construct a classification tree, and the target variable was biosecurity level dichotomized into low versus high. In general, the level of biosecurity was lower in the majority of farms studied, mainly due to the limited implementation of on-farm basic biosecurity measures aimed at controlling the potential introduction and transmission of swine diseases. The CHAID model illustrated the relative importance of significant predictors in explaining the level of biosecurity; maintenance of medical records of treatment and vaccination, use of dedicated clothing to enter the farm, installing fence surrounding the farm perimeter, and periodic monitoring of the herd using written biosecurity plan in place. The misclassification risk estimate of the prediction model was 0.145 with the standard error of 0.025, indicating that 85.5% of the cases could be classified correctly by using the decision rule based on the current tree. Although CHAID approach could provide detailed information and insight about interactions among factors associated with biosecurity level, further evaluation of potential bias intervened in the course of data collection should be included in future studies. In addition, there is still need to validate findings through the external dataset with larger sample size to improve the external validity of the current model.

Variation of Characteristics of Nonstoichiometric Apatite Induced by Sodium Salt (나트륨염에 의한 비양론적 인회석의 특성 및 SaOS-2 세포반응에 미치는 영향에 관한 연구)

  • Jung, Jae-Young;Han, Juyun;Choi, Sun-Mi;Lee, Woo-Kul
    • Applied Chemistry for Engineering
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    • v.19 no.3
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    • pp.326-331
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    • 2008
  • The purpose of this work is to develope sodium-containing nonstoichiometric apatitic coatings on solid substrate. The apatitic coatings prepared at different concentrations of sodium salt indicated that the presence of sodium ions exerted significant effects on the physicochemical properties of the apatitic coating including surface morphology, chemical state, and Ca/P ratio. The variation of these properties was sustained up to 0.01 mM of sodium ion concentration. The ratio of calcium to phosphorus was varied from 2.18 to 2.03 which indicated the apatitic coating prepared in this study was calcium-rich nonstoichiometric apatite. The structure of all the samples appeared to be low crystalline. In the presence of sodium ion within the apaptitic coating, the adhesion of human osteoblast-like SaOS-2 cells was significantly promoted. On the other hand, the proliferation of the cells on the apatitic coatings was decreased with the increase of sodium ions. This reverse response of SaOS-2 cells indicates that the interaction between SaOS-2 and apatitic surface triggered considerable changes in intracellular mechanisms including cellular signal transductions.

Biological Function of Carcinoembryonic Antigen-Related Cell Adhesion Molecule 6 for the Enhancement of Adipose-Derived Stem Cell Survival against Oxidative Stress (지방유래 줄기세포의 생존능 향상을 위한 CEACAM 6의 생물학적 기능에 대한 연구)

  • Koh, Eun-Young;You, Ji-Eun;Jung, Se-Hwa;Kim, Pyung-Hwan
    • Korean Journal of Clinical Laboratory Science
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    • v.51 no.4
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    • pp.475-483
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    • 2019
  • The use of stem cells in cell-based therapy has attracted extensive interest in the field of regenerative medicine, and it has been applied to numerous incurable diseases due to the inherent abilities of self-renewal and differentiation. However, there still exist some severe obstacles, such as requirement of cell expansion before the treatment, and low survival at the treated site. To overcome these disadvantages of stem cells, we used the carcinoembryonic antigen-related cell adhesion molecule 6 (CEACAM 6) gene, which functions to increase cell-cell interaction as well as anti-apoptosis. We first confirmed whether CEACAM 6 is expressed in various cell lines at the protein level (including in stem cells), followed by evaluating and selecting the optimal transfection conditions into stem cells. The CEACAM 6 gene was transfected into stem cells to prolong cell survival and preserve from damage by oxidative stress. After confirming the CEACAM 6 expression in transfected stem cells, the cell survival was assessed under oxidative condition by exposing to hydrogen peroxide (H2O2) to mimic the chronic environment-induced cellular damage. CEACAM 6 expressing stem cells show increased cell viability compared to the non-CEACAM 6 expressing cells. We propose that the application of the CEACAM 6 gene is a potential option, capable of expanding and enhancing the therapeutic effects of stem cells.

Stage specific transcriptome analysis of liver tissue from a crossbred Korean Native Pig (KNP × Yorkshire)

  • Kumar, Himansu;Srikanth, Krishnamoorthy;Park, Woncheol;Lee, Kyung-Tai;Choi, Bong-Hwan;Kim, Jun-Mo;Lim, Dajeong;Park, Jong-Eun
    • Journal of Biomedical and Translational Research
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    • v.19 no.4
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    • pp.116-124
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    • 2018
  • Korean Native Pig (KNP) has a uniform black coat color, excellent meat quality, white colored fat, solid fat structure and good marbling. However, its growth performance is low, while the western origin Yorkshire pig has high growth performance. To take advantage of the unique performance of the two pig breeds, we raised crossbreeds (KNP ${\times}$ Yorkshire to make use of the heterotic effect. We then analyzed the liver transcriptome as it plays an important role in fat metabolism. We sampled at two stages: 10 weeks and at 26 weeks. The stages were chosen to correspond to the change in feeding system. A total of 16 pigs (8 from each stage) were sampled and RNA sequencing was performed. The reads were mapped to the reference genome and differential expression analysis was performed with edgeR package. A total of 324 genes were found to be significantly differentially expressed (${\left|log2FC\right|}$ > 1 & q < 0.01), out of which 180 genes were up-regulated and 144 genes were down-regulated. Principal Component Analysis (PCA) showed that the samples clustered according to stages. Functional annotation of significant DEGs (differentially expressed genes) showed that GO terms such as DNA replication, cell division, protein phosphorylation, regulation of signal transduction by p53 class mediator, ribosome, focal adhesion, DNA helicase activity, protein kinase activity etc. were enriched. KEGG pathway analysis showed that the DEGs functioned in cell cycle, Ras signaling pathway, p53 signaling pathway, MAPK signaling pathway etc. Twenty-nine transcripts were also part of the DEGs, these were predominantly Cys2His2-like fold group (C2H2) family of zinc fingers. A protein-protein interaction (PPI) network analysis showed that there were three highly interconnected clusters, suggesting an enrichment of genes with similar biological function. This study presents the first report of liver tissue specific gene regulation in a cross-bred Korean pig.

The Effects of Subjective Health Status on Depression among Older Adults : Focusing on Moderating Effects of Age-friendly public service resources and Age (주관적 건강상태가 고령층의 우울에 미치는 영향 : 고령친화적인 공적서비스 자원과 연령의 조절효과를 중심으로)

  • Kim, Sue-Lynn;Kim, Juhyun;Ju, Kyonghee
    • Korean Journal of Social Welfare Studies
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    • v.49 no.2
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    • pp.65-92
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    • 2018
  • It has been well known that there is a close relationship between health and depression among older adults. Under the purpose to mitigate and prevent the risk of depression caused by poor health, the changes in subjective health status'effects on depression depending on the level of age-friendly public service resources, and age were respectively examined in this study. Moderating effects analysis was conducted using 492 adults aged 55 years and over from '2017 age integration survey' data which had been collected nation-widely. Major findings are as follows. The inadequate subjective health status raises the level of depression. This tendency is weakened when the better age-friendly public service resources are presented. In contrast, age has no statistically significant effects on the relationship between two variables. As a result of reviewing the specific conditions to bring out the interaction effects, frail subjective health status increased depression of all age groups as the level of age-friendly public service resources is low. Particularly, for the participants aged average(age 66.6) and older, the negative effects of subjective health status on depression are likely to be lowered by the improvement in poor age-friendly public service resources. That is, the buffer effects of age-friendly public service resources are proved. Based on theses findings, several suggestions for health promotion and depression prevention of older adults were discussed.

Effect of Rheological Properties on the Sedimentation of Capsules in an Aqueous Polymer Solution (고분자 수용액의 레올러지 특성이 캡슐의 침강에 미치는 영향)

  • Kim, Dong-Joo;Kim, Jung-Ah;Kyong, Kee-Yeol;Yoon, Moung-Suk
    • Journal of the Society of Cosmetic Scientists of Korea
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    • v.31 no.1 s.49
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    • pp.85-89
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    • 2005
  • An aim of this study is to study the correlation between rheological properties and sedimentation of capsules in aqueous polymer solution with low viscosity. Rheological properties of aqueous polymer solutions were controlled by carbomer (C), acylate/C10-30 alkyl acylate crosspolymer (AC), and ammonium acryloyldimethyltaurate/VP copolymer (AV). Small amount of polymer C solution had the highest viscosity and yield stress of polymer AV solution was higher than that of polymer C solution in the same viscosity when the concentration of polymer AV exceeded $0.35 wt\%$. Each aqueous polymer solution was tested and the results showed that as viscosity and yield stress increased, the sedimentation ratio of capsules decreased. The viscoelasticity data also showed the same tendency in a shear stress range of 0.1 to 2.0 Pa. These results demonstrated that the rheological properties of polymer solutions had a strong correlation with the sedimentation of capsules. When polymer I and AV were used, there was a synergistic effect and the correlation between rheological properties and sedimentation of capsules was very complicated. It was assumed that the characteristics of polymer structure and interaction between polymers caused this phenomena.

Three-dimensional micro photomachining of polymer using DPSSL (Diode Pumped Solid State Laser) with 355 nm wavelength (355nm 파장의 DPSSL을 이용한 폴리머의 3차원 미세 형상 광가공기술)

  • 장원석;신보성;김재구;황경현
    • Korean Journal of Optics and Photonics
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    • v.14 no.3
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    • pp.312-320
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    • 2003
  • The basic mechanistic aspects of the interaction and practical considerations related to polymer ablation were briefly reviewed. Photochemical and photothermal effects, which highly depend on laser wavelength have close correlation with each other. In this study, multi-scanning laser ablation processing of polymer with a DPSS (Diode Pumped Solid State) 3rd harmonic Nd:YVO$_4$ laser (355 nm) was developed to fabricate a three-dimensional micro shape. Polymer fabrication using DPSSL has some advantages compared with the conventional polymer ablation process using KrF and ArF laser with 248 nm and 193 nm wavelength. These advantages include pumping efficiency and low maintenance cost. And this method also makes it possible to fabricate 2D patterns or 3D shapes rapidly and cheaply because CAD/CAM software and precision stages are used without complex projection mask techniques. Photomachinability of polymer is highly influenced by laser wavelength and by the polymer's own chemical structure. So the optical characteristics of polymers for a 355 nm laser source is investigated experimentally and theoretically. The photophysical and photochemical parameters such as laser fluence, focusing position, and ambient gas were considered to reduce the plume effect which re-deposits debris on the surface of substrate. These phenomena affect the surface roughness and even induce delamination around the ablation site. Thus, the process parameters were tuned to optimize for gaining precision surface shape and quality. This maskless direct photomachining technology using DPSSL could be expected to manufacture tile prototype of micro devices and molds for the laser-LIGA process.

A Study on the Learning of Polite Expressions Using M-learning (M-러닝을 활용한 공손 영어 표현 학습에 대한 연구)

  • Kim, Hye Jeong
    • Cross-Cultural Studies
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    • v.42
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    • pp.261-283
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    • 2016
  • The aim of this study is to consider the possibility of learning polite expressions of English using the mobile application Naver Band. To improve communicative competence, students need to develop sociolinguistic competence as well as grammatical and discourse competence. To be accordant to social context, the roles of the participants, and the purpose of the interaction, students have to make an appropriate utterance. When a hearer has a higher social status and is older than a speaker, or have low levels of familiarity, Korean native speaker tends to use polite expressions. Students need to learn polite expressions of English because English has a different honorific system from Korean. To realize the characteristics and function of polite language is one thing, but to learn it in a real classroom is another. This study attempts to apply the use of a mobile application, which is considered a user-friendly tool for students, into learning polite language using the UK historical drama, Downton Abbey. Two tests were administered to an experimental group that used the mobile application and a control group that used group work. The results of the two tests show that the use of the mobile application has a positive effect on learning polite expressions and is effective as an after-school activity. In an open-ended questionnaire, students tend to identify polite expressions as superior or high-level language forms and separate these forms from practical expressions. It should be noted as well that teachers need to consider instructing in modern English when using a historical drama in the teaching and learning of polite expressions.

Productivity Effect of Firms' External R&D and the Moderating Effect of Firm Size (기업 외부 연구개발투자의 생산성효과와 기업규모의 조절효과)

  • Kim, Kyung-ho;Jung, Jin Hwa
    • Journal of Korea Technology Innovation Society
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    • v.21 no.3
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    • pp.1077-1100
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    • 2018
  • The present study analyzed the effect of firms' external research and development (R&D) on corporate productivity, while investigating the moderating effect of firm size on the external R&D-productivity nexus. In the empirical analysis, we estimated South Korean manufacturing firms' total factor productivity (TFP) using the firm level data drawn from the Survey of Business Activities (Korea National Statistical Office) for the years 2006-2015. Thereafter, focusing on the role of external R&D and its interaction with the firm size in determining firms' TFP, the productivity function was estimated as well. To this end, we used ordinary least squares (OLS) and quantile regression to highlight the heterogeneous impacts of external R&D by companies' productivity level. Empirical results confirmed that firms' external R&D significantly enhanced corporate productivity in all manufacturing industries, from high-tech to low-tech. The moderating effect of firm size in determining the productivity effect of external R&D was not as prominent as in the case for internal R&D, which exhibited some degree of the size premium in the productivity-enhancing effect. These results suggest that regardless of the firm size, external R&D can be an important channel for corporate productivity improvement, and can be a particularly effective strategy for SMEs with relatively limited internal R&D capacities.

Effects of Using Convergence Sports Massage on ssireum players' Recovery Heart Rate, Oxygen Uptake and Blood Lactate after Maximal Exercise (씨름선수의 최대운동 후 스포츠마시지 처치가 회복기 심박수, 산소섭취량 및 혈중젖산에 미치는 영향)

  • Jang, Hong-Young;Lee, Mihyun
    • Journal of the Korea Convergence Society
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    • v.10 no.6
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    • pp.317-324
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    • 2019
  • The purpose of this study was to investigate the effects of sports massage in the recovery period after maximal exercise on heart rate(HR), oxygen uptake(OU), and blood lactate(BL) of ssireum players. The participants of this study were consisted of 24 ssireum players in university team(UT) and business team(BT). The first experiment had a rest recovery period for 20 minutes after the maximal exercise, and the second experiment gave a sports massage was performed the order of abdominal, waist and lower legs in a prone position for 20 minutes. The interaction effects of massage treatment and recovery period in HR showed a higher recovery ability in both the UT and BT when the massage treatment was given 10 minutes after recovery than when it was not given. The main effects of recovery period showed in all variables of HR, OU, and BL. The main effects of BL on massage treatment was significant low in both the UT and BT when the massage was given. And, the main effects of OU was significantly lower only in the BT. In conclusion, compared sports massage treatment on ssireum players after maximal exercise positively affected the recovery mechanism of HR, OU, and BL than the rest recovery method.