• Title/Summary/Keyword: Multivariate Data

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Classification of Polygonatum spp. Collections Based on Multivariate Analysis (다변량 분석에 의한 둥굴레속 식물의 분류)

  • Yun, Jong-Sun;Son, Suk-Yeong;Kim, Ik-Hwan;Hong, Eui-Yon;Yun, Tae;Lee, Cheol-Hee;Jong, Seung-Keun;Park, Sang-Il
    • Korean Journal of Medicinal Crop Science
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    • v.10 no.5
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    • pp.333-339
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    • 2002
  • This study was conducted to obtain the basic data for practical use of the Polygonatum genetic resources. The 20 collections were analyzed by principal component analysis of 8 characters and cluster analysis. In the principal analysis, the first, the second and the third components contributed 54.10%, 18.95% and 11.62% of the variations, respectively. The cumulative contribution from the first to the third principal components was 84.68%. The first principal component was related to shape and size of plant, and assimilatory, reserve and reproductive organs. The second principal component was related to growth and development of plant, and reserve organ. And the third principal component was related to growth and development of plant. Based on cluster analysis, the 20 collections were classified into 4 distinct groups with the average distance greater than 0.7 between groups. Group I was Polygonatum sibiricum $D_{ELAR}$ and Group II included P. odoratum var. pluriflorum $O_{HWI}$, P. odoratum var. pluriflorum $O_{HWI}$ for 'Variegatum' Y. Lee, for. nov., P. odoratum var. thunbergii $H_{ARA}$ and P. odoratum var. maximowiczii $K_{OIDZ}$. GroupIII was P. involucratum $M_{AXIM}$, P. desoulavyi $K_{OMAROV}$ and P. humile $F_{ISHER}$ ex. $M_{AXIM}$. And GroupIV included P. lasianthum var. coreanum $N_{AKAI}$ and P. inflatum $K_{OMAROV}$.

THE RELATIONS BETWEEN CRANIOFACIAL MORPHOLOGY AND DENIAL AESTHETIC INDEX(DAI) (치열심미지수(DAI)와 악안면 형태와의 관계)

  • Choi, Yong-Sung;Kim, Eun-Kyung;Choi, Hyun-Gue;Kim, Jong-Ghee
    • The korean journal of orthodontics
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    • v.27 no.6 s.65
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    • pp.871-880
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    • 1997
  • Multiple features of occlusion have been combined by epidemiologists in attempts to objectively to determine malocclusion severity and treatment priority. Jenny et al were developed DAI(Dental Aesthetic Index), which is an orthodontic index based on socially defined aesthetic standards. This study aimed to evaluate association between 10 occlusal components of DAI and individual measures of skeletal morphology by use of univariate and multivariate analysis. In addition the relationship between a Dental Aesthetic Index score and skeletal morphology was evaluated. The data for this study were obtained from cephalometric radiographs and dental casts of 182 Korean patients(79 men, 103 women) with permanent dentition who had been accepted for the orthodontic treatment at Department of Orthodontics, Chonbuk National University. The results are as follows: 1. Several occlusal components of DAI(missing, crowding and spacing in the incisal segment, diastema, largest anterior irregularity on upper and lower arch) were not associated with individual measures of craniofacial morphology. 2. Sagittal occlusal components of DAI were associated with anteroposterior skeletal measures. 3. The relation between vertical occlusal components of DAI and vertical skeletal measures was low magnitude. 4. A Dental Aesthetic Index, which is based on several aspects of occlusion, did not identify craniofacial morphology. We can conclude that combination of certain occlusal components of the DAI may be related with specific skeletal morphology; but, this concept could not be accepted generally.

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Test Execution Variation in Peritoneal Lavage Cytology Could Be Related to Poor Diagnostic Accuracy and Stage Migration in Patients with Gastric Cancer

  • Ki, Young-Jun;Ji, Sun-Hee;Min, Jae Seok;Jin, Sung-Ho;Park, Sunhoo;Yu, Hang-Jong;Bang, Ho-Yoon;Lee, Jong-Inn
    • Journal of Gastric Cancer
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    • v.13 no.4
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    • pp.214-225
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    • 2013
  • Purpose: Peritoneal lavage cytology is part of the routine staging workup for patients with advanced gastric cancer. However, no quality assurance study has been conducted to show variations or biases in peritoneal lavage cytology results. The aim of this study was to demonstrate a test execution variation in peritoneal lavage cytology between investigating surgeons. Materials and Methods: A prospective cohort study was designed for determination of the positive rate of peritoneal lavage cytology using a liquid-based preparation method in patients with potentially curable advanced gastric cancer (cT2~4/N0~2/M0). One hundred thirty patients were enrolled and underwent laparotomy, peritoneal lavage cytology, and standard gastrectomy, which were performed by 3 investigating surgeons. Data were analyzed using the chi-square test and a logistic regression model. Results: The overall positive peritoneal cytology rate was 10.0%. Subgroup positive rates were 5.3% in pT1 cancer, 2.0% in pT2/3 cancer, 11.1% in pT4a cancer, and 71.4% in pT4b cancer. In univariate analysis, positive peritoneal cytology showed significant correlation with pT stage, lymphatic invasion, vascular invasion, ascites, and the investigating surgeon. We found the positive rate to be 2.1% for surgeon A, 10.2% for surgeon B, and 20.6% for surgeon C (P=0.024). Multivariate analysis identified pT stage, ascites, and the investigating surgeon to be significant risk factors for positive peritoneal cytology. Conclusions: The peritoneal lavage cytology results were significantly affected by the investigating surgeon, providing strong evidence of test execution variation that could be related to poor diagnostic accuracy and stage migration in patients with advanced gastric cancer.

Trends in the incidence of tooth extraction due to periodontal disease: results of a 12-year longitudinal cohort study in South Korea

  • Lee, Jae-Hong;Oh, Jin-Young;Choi, Jung-Kyu;Kim, Yeon-Tae;Park, Ye-Sol;Jeong, Seong-Nyum;Choi, Seong-Ho
    • Journal of Periodontal and Implant Science
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    • v.47 no.5
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    • pp.264-272
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    • 2017
  • Purpose: This study evaluated trends in tooth extraction due to acute and chronic periodontal disease (PD) using data from the National Health Insurance Service-National Sample Cohort for 2002-2013. Methods: A random sample of 1,025,340 individuals was selected as a representative sample of the population, and a database (DB) of diagnostic and prescription codes was followed up for 12 years. We used multivariate logistic regression analysis to assess the incidence of total extraction (TE), extraction due to periodontal disease (EPD), and immediate extraction due to periodontal disease (IEPD) according to sociodemographic factors (sex, age, household income, health status, and area of residence). Results: The incidence of tooth extraction was found to be increasing, and at a higher rate for TE in PD patients. In 2002, 50.6% of cases of TE were caused by PD, and this increased to 70.8% in 2013, while the number of cases of IEPD increased from 42.8% to 54.9% over the same period. The incidence rates of extraction due to acute and chronic PD increased monotonically. We found that the incidence rates of TE, EPD, and IEPD were all 2-fold higher among patients with high income levels and those who were not beneficiaries of health insurance. Conclusions: The rates of TE, EPD, and IEPD have been steadily increasing despite dental healthcare policies to expand public health insurance coverage, increasing the accessibility of dental clinics. Moreover, the effects of these policies were found to vary with both income and education levels. Consistent patient follow-up is required to observe changes in trends regarding tooth extraction according to changes in dental healthcare policies, and meticulous studies of such changes will ensure optimal policy reviews and revisions.

Association of depression with chewing problems in Koreans : A cross-sectional study using the Korea National Health and Nutrition Examination Survey 2016 (한국인에서 씹기 불편감과 우울증의 연관성: 2016 국민건강영양조사를 이용한 단면 연구)

  • Yang, Chan Mo;Baek, Ju Won
    • Journal of Dental Rehabilitation and Applied Science
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    • v.36 no.1
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    • pp.12-20
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    • 2020
  • Purpose: This study was designed to analyze the relationship between the presence and severity of depression and chewing problems (CPs) in a representative sample of the general population. Materials and Methods: Health surveys and examinations were conducted on a nationally representative sample (n = 8150) of Korean was conducted. CPs was determined by a simple survey response concerning "Do you feel uncomfortable about chewing your food because of problems with your mouth such as teeth, dentures and gums?" Depression was defined as individuals with a total score ≥ 10 on the Patient Health Questionnaire (PHQ)-9 survey. Data regarding demographics, socioeconomic history and comorbid health conditions were used to analyze adjusted logistic regression models. Results: In the Korean population, the prevalence of depression was significantly greater in individuals with CP (17.2%) than in those without CP (10.2%). On multivariate logistic regression analysis, the presence of depression was significantly associated with CPs (adjusted odd ratio [aOR]: 1.90, P < 0.001). The risk of CPs increased with increasing severity of depression as follows: severe depression (OR: 2.62, P < 0.001), moderately severe depression (OR: 2.19, P < 0.001). Conclusion: The presence of depression was significantly associated with CPs, especially in severely depressed individuals. Depression screening should be considered in treating CP patients.

Gender, Residential Areas, Retirement Transitions, and Psychological Well-Being of the Elderly (은퇴가 심리적 안녕에 미치는 영향에 관한 종단적 연구: 노인의 성과 거주지역을 중심으로)

  • Yoon, Hyun-Sook;Lee, Mi-Jin
    • Korean Journal of Social Welfare
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    • v.58 no.4
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    • pp.197-217
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    • 2006
  • This study examined whether a relationship between retirement transitions and psychological well-being of the elderly may differ by gender and residential areas, and whether associative factors of psychological well-being may vary by gender and residential areas. The sample included 1,124 older adults aged 60 and over, which derived from the first wave and the third wave data of the "Aging and the Quality of Life of the Elderly in Korea: A Longitudinal Study" living in Seoul and Chuncheon. The total sample was divided into four sub-samples(urban male elders, rural male elders, urban female elders, and rural female elders) to answer research questions. Psychological well-being was measured by measured by the PGCMS developed by Lawton, and a retirement variable had four categories: being continuously non-retired, newly retired, newly non-retired, and being continuously retired with a reference group of being continuously non-retired. Multivariate OLS regression was run separately for the four groups. For urban male elders, retirement transition was associated with worse psychological well-being whereas no relationship between retirement transitions and psychological well-being was found for rural male elders, urban female elders, and rural female elders. Associative factors of psychological well-being varied by gender and residential areas. The findings implies that a relationship between retirement transitions and psychological well-being of the elderly may differ by gender and residential areas, and these differential effects of retirement transitions may be attributable to different life experiences and economic activities through a life course and different roles after retirement. Also, different associative factors of psychological well-being for the four sub-samples reflect variations in their different life course.

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The Structure of Plant Community in Kwangnung Forest(II) - Analysis on the Forest Community in Mt. Jookyup by the Classification and Ordination Techniques - (광릉(光陵) 삼림(森林)의 식물군집구조(植物群集構造)(II) - Classification 및 Ordination방법에 의한 죽엽산지역(竹葉山地域)의 식생분석(植生分析) -)

  • Lee, Kyong Jae;Choi, Song Hyun;Jo, Jae Chang
    • Journal of Korean Society of Forest Science
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    • v.81 no.3
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    • pp.214-223
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    • 1992
  • To investigate the structure of the plant community of Mt. Jookyup area in Kwangnung forest, thirty-seven plots were set up by the clumped sampling method. The classification by TWINSPAN and two kinds of multivariate ordination(RA, DCA) were applied to the study area in order to classify them into several groups based on woody plants and environmental variables. The classification have been successfully overlayed on an ordination of the same data using DCA. The plots can be classified into five groups by TWINSPAN and DCA. The successional trends of tree species by both techniques seem to be expected two ways in the canopy layer. The first is from Pinus densiflora to Carpinus laxiflora and the second is from Pinus densiflora through Quercus mongolica to Carpinus laxiflora. In the understory layer, it was expected that Rhododendron mucronulatum ${\rightarrow}$Lindera obtusiloba, Symplocos chinensis for. pilosa, Viburunum erasum, Styrax obassia${\rightarrow}$Euonymus sachalinensis, Sorbus alnifolia. As the result of the analysis for the relationship between the stand scores of DCA and environmental variables, they had a tendency to increase significantly from the P. densiflora community to Quercus spp. community that was soil pH, total nitrogen, available phosphate and exchangeable potassium, sodium, calcium and magnesium.

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The Analysis on the Forest Community in Mt. Paekdu by Two-Way Indicator Species Analysis and Detrended Canonical Correspondence Analysis Ordination (TWINSPAN과 DCCA Ordination에 의한 백두산(白頭山) 삼림군집(森林群集)의 분석(分析))

  • Song, Ho Kyung;Kim, Seong Deog
    • Journal of Korean Society of Forest Science
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    • v.81 no.4
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    • pp.310-319
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    • 1992
  • Vegetational data obtained from 24 quadrats of Mt. Paekdu area were analysed by applying two multivariate methods : two-way indicator species analysis(TWIMSPAN) for classification and detrended canonical correspondence analysis(DCCA) for ordination. DCCA technique allowed to extract the ordination axes that could be related to 9 environmental factors. The dominant tree species distributed in the region between 1,700-1,950m from sea level were Betula ermanii, Larix olgensis, Abies nephrolepis, and Picea jezoensis in descending order. The dominant tree species distributed in the region between 1.300-1.500m were Abies nephrolepis, Pinus koraiensis, Larix olgensis, Betula mandshurica, and Picea jezoensis in descending order. The available phosphorus content in forest soil ranged from 7 to 1.153ppm. The distribution of the major communities showed a close relationship with elevation gradient. From high to low elevation, the communities of Alnus fruticosa var. mandshurica, Betula ermanii, Larix olgensis, Abies nephrolepis, Picea jezoensis, Pinus koraiensis, and Quercus mongolica were found in descending order. At the communities where Betula ermanii was dominant, Betula ermanii forest was distributed in the high elevation area, Betula ermanii-Larix olgensis forest in the good nutrition of organic matter and $K^+$, and Abies nephrolepis forest in the good nutrition of $Mg^{{+}{+}}$ and $Ca^{{+}{+}}$. The most dominant factor influencing community distribution was elevation.

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Sensory Characteristics of Pork Sausages with Added Citrus Peel and Dried Lentinus edodes Powders (감귤과피분말 및 건 표고버섯을 첨가한 돈육 소시지의 관능적 특성)

  • Kim, Jung-Hyon;Choi, Ju-Rak;Kim, Min-Young
    • Journal of the Korean Society of Food Science and Nutrition
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    • v.40 no.11
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    • pp.1623-1630
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    • 2011
  • The effects of addition of citrus peel powders (C 0, 0.5, 1 & 2%), dried Lentinus edodes powders (L 0, 0.5, 1 & 2%), and their combination (C-L) on the chemical, sensory and textural properties of pork sausages were studied. Addition of 0.5, 1 or 2% C, L, and C-L all significantly decreased moisture content, pH, and color a-values of sausage samples, whereas ash content and color b-value were increased (p<0.05). C, L, and C-L did not affect protein, fat, carbohydrates contents or texture characteristics. Sensory evaluation was performed by multivariate data analysis, namely principal component analysis (PCA). Eighty-two percent total variation was observed in the main structured information among the test groups: the first (PC1) and second (PC2) components of variation were 59 and 23%, respectively. Eight parameters (sweet flavor, pork aroma, bitterness, rancidity, salty flavor, color, sour flavor and citrus aroma) were utilized to describe the main sensory characteristic of the sausages. Addition of 0.5, 1 & 2% citrus peel was obviously correlated with PC1 (salty flavor, sour flavor and citrus aroma, pork aroma, and sweet flavor and rancidity), whereas addition of 0.5 & 1% Lentinus edodes was related with PC2 (aroma and rancidity).

Descending Aorta Blood Flow Characteristics before the Development of Necrotizing Enterocolitis in Preterm Neonates

  • Kim, Kyung Min;Kim, Hyo Sup;Yoon, Ji Hong;Lee, Eun-Jung;Yum, Sook Kyung;Moon, Cheong-Jun;Youn, Young-Ah;Kwun, Yoo Jin;Lee, Jae Young;Sung, In Kyung
    • Neonatal Medicine
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    • v.25 no.2
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    • pp.78-84
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    • 2018
  • Purpose: To investigate the hemodynamic risk factors for necrotizing enterocolitis (NEC), we analyzed the characteristics of descending aorta (DA) blood flow in preterm neonates, who later developed NEC. Methods: This was an observational case-control study on 53 preterm neonates at a tertiary referral center. Clinical and echocardiographic data were collected from 23 preterm neonates with NEC (NEC group), and compared with those of 30 preterm neonates without NEC (control group). Echocardiography was done at a median (interquartile range) of 5 (3-9) days after birth and 2 (1-2.5) days before the diagnosis of NEC. Results: Basic clinical characteristics including gestational age, birth weight, Apgar score, breast feeding status, use of umbilical catheters, and mode of invasive ventilator care were similar between the groups. Compared with the control group, the lowest diastolic velocity of DA was significantly decreased, whereas the diastolic reverse flow and the ratio of diastolic reverse to systolic forward flows were significantly increased in the NEC group. In addition, the resistive index (RI) of DA was significantly increased in the NEC group and showed a positive association with the development of NEC. Multivariate logistic regression analysis showed that increasing RI of DA was an independent risk factor for the development of NEC (P=0.008). Conclusion: Significant changes in DA flow characteristics including decreased diastolic velocity and increased diastolic reverse flow along with increased peripheral vascular resistance were observed before the development of NEC in preterm neonates. These findings may help clinicians stratify in advance neonates at a risk of developing NEC and may help improve outcomes in these neonates.