• Title/Summary/Keyword: 집락분석

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Application of Multivariate Statistics for Characterization of Sensory Properties in Pre-cooked Foods (다변수 통계법을 이용한 조리식품의 관능특성 연구)

  • Yoon, Hee-Nam
    • Korean Journal of Food Science and Technology
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    • v.23 no.6
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    • pp.711-716
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    • 1991
  • Various multivariate statistics were applied to determine the relationships between sensory properties of 9 pre-cooked foods. Twelve sensory terms were selected to differentiate the food samples in stepwise discriminant analysis. Three factors accounted for 61.9% of total variation of 12 sensory attributes detected. Factor I was highly related to the qualitative sensory terms, while factor II to the quantitative ones. The principal component plot made it possible to define the relationships between sensory properties and food samples. In cluster analysis using average linkage and Ward's method, nine pre-cooked foods were classified into three clusters in terms of their sensorial similarities.

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Statistical Analysis of a Loop Designed Microarray Experiment Data (되돌림설계를 이용한 마이크로어레이 실험 자료의 분석)

  • 이선호
    • The Korean Journal of Applied Statistics
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    • v.17 no.3
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    • pp.419-430
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    • 2004
  • Since cDNA microarray experiments can monitor expression levels for thousands of genes simultaneously, the experimental designs and their analyzing methods are very important for successful analysis of microarray data. The loop design is discussed for selecting differentially expressed genes among several treatments and the analysis of variance method is introduced to normalize microarray data and provide estimates of the interesting quantities. MA-ANOVA is used to illustrate this method on a recently collected loop designed microarray data at Cancer Metastasis Research Center, Yonsei University.

Cluster Analysis of the Foliose Lichens in Mt. Duckyoo (덕유산 엽상지의식물의 집락분석)

  • Park, Seung Tai
    • The Korean Journal of Ecology
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    • v.6 no.2
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    • pp.145-151
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    • 1983
  • The epiphytic lichen communities were analysed in terms of cluster analysis on forty two stands and eight environmental variables in Mt. Duckyoo. Ordination of stand and species by principal component analysis (PCA) and sum of square algorithm (SSA) gave similar results. Species cluster showed three groups(I, II, III) and stand revealed three groups (A, B, C). Interaction of stand and species cluster was interpreted by analysis of concentration technique. The results indicated a significant cluster structure at the level of different environment variable.

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Reevaluation of Enumeration of Bacillus cereus Grown on Mannitol-Egg York-Polymyxin B Agar (Mannitol-Egg York-Polymyxin B 선택 배지에서 Bacillus cereus 계수 방법의 재평가)

  • Yun, Suk-Hyun;Kim, Yong-Sang;Jeong, Do-Yeon;Hahn, Kum-Su;Uhm, Tai-Boong
    • Korean Journal of Microbiology
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    • v.45 no.2
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    • pp.208-214
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    • 2009
  • To avoid ambiguity in counting the number of colony, about 1,500 of colonies grown on B. cereus selective agar plates were grouped into 12 types by morphological difference and then identified by biochemical and 16S rDNA nucleotide sequence. Among them, seven colony types with 11 to 15 mm diameters of halo were identified as B. cereus or B. cereus subsp. cytotoxis. Five mm sized colonies with no halo, which have not been considered as B. cereus according to the manufacturer's manual, were identified as B. cereus. A colony type with double halos of only 6 mm in diameter was also B. cereus. Other three types were proven to be Enterococcus sp., Brevibacillus sp., and B. subtilis, respectively. PCR results showed that only 9 types that are identified as B. cereus strains harbor at least one of B. cereus toxin genes.

Organization of Antibiotic Resistance Gene Cluster of Multi-Drug Plasmid in Clinically Isolated Salmonella Enteritidis Strain (식중독환자에서 분리한 Salmonella Enteritidis 다제내성 플라스미드의 내성유전자 집락의 구조해석)

  • Jung, Seo-Yeon;Son, Chang-Kyu;Kwak Kyung-Tak;Kim, Byung-Chun;Park, Wan
    • Korean Journal of Microbiology
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    • v.38 no.4
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    • pp.299-305
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    • 2002
  • Clinically isolated Salmonella Enteritidis strain has a multi drug resistance plasmid, which confers ampicillin, chloramphe-nicol, sulfonamide, streptomycin and tetracycline, named pCAST2. We cloned a 7 kb Sacl fragment of pCAST2 which has sulfonamide, streptomycin and tetracycline resistance genes. The 7 kb SacI fragment showed the organization of sulII-strA-strB-tetR-tetA gene cluster which is different from the other clusters reported previously. In this study, we presented the method to detect this cluster by PCR analysis and showed that this cluster was found in Salmonella strains occurred sporadically at Kyungpook province in 2002.

Influence Factors for Duration of Vancomycin Resistant Enterococci's Spontaneous Decolonization (반코마이신 저항 장구균의 자발적 집락 소실 기간에 대한 영향 인자)

  • Lee, Jae Sun;Kim, Dong Soo;Kim, Ki Hwan
    • Pediatric Infection and Vaccine
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    • v.22 no.1
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    • pp.16-22
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    • 2015
  • Purpose: The aim of this study was to identify the factors influencing the spontaneous decolonization period of vancomycin resistant enterococcus (VRE) species in pediatric patients. Methods: The medical records of patients presenting positive VRE cultures between January 2005 and November 2010 at a tertiary hospital in Seoul, Korea, were reviewed retrospectively. The subjects were divided into two groups according to the average number of days for decolonization (325 days). Clinical characteristics were compared between shorter VRE colonization patients (<325 days, n=41) and prolonged VRE colonization patients (>325 days, n=110). Results: There were 151 patients who had more than 1 year of follow up period or confirmed of VRE decolonization among patients who were identified with VRE. The average age at the time of initial VRE colonization was significantly younger in shorter decolonization group than in prolonged decolonization group (44.9 months vs 40.9 months, P =0.040). The prolonged decolonization group received more vancomycin treatments after VRE colonization in comparison with patients in shorter decolonization group (7.0% vs 27.2%, P =0.008). Conclusion: For the duration of VRE colonization, it was found that the initial age of acquiring VRE and use of antibiotics were important factors. Antibiotics should be used properly and precisely in order to treat infectious diseases and to control the colonization of antibiotic resistant bacteria.

Clinical Significance of Low-colony Count Scotochromogen Nontuberculous Mycobacteria (균집락수가 적은 암색소성 비결핵항산균 배양의 임상적 의미)

  • Lee, Jung Yeon;Kim, Mi-Na;Chung, Hee-Jung;Jun, Kyung Ran;Choi, Hee Jin;Lee, Hyeyoung;Joung, Eun Young;Oh, Yeon-Mok;Lee, Sang Do;Kim, Woo Sung;Kim, Dong Soon;Kim, Won Dong;Shim, Tae Sun
    • Tuberculosis and Respiratory Diseases
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    • v.59 no.1
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    • pp.39-46
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    • 2005
  • Background : Even though it has been suggested that low-colony, scotochromogen nontuberculous mycobacteria (NTM) are usually contaminants and not true pathogens, evidence for this hypothesis has not been provided. This study investigated the colony characteristics, organism identification, and clinical significance of low-colony scotochromogen. Methods : The laboratory cultured 6,898 respiratory clinical specimens for an examination of mycobacteria over a three-month period. A low-colony count was arbitrarily defined as ${\leq}20$ colonies. This study analyzed the recovery rate of the mycobacteria, the number of colonies and their gross characteristics, and their clinical significance. PCR-restriction fragment length polymorphism analysis was carried out to identify the NTM species. NTM pulmonary disease was defined according to the American Thoracic Society. Results : A total of 6,898 respiratory specimens for mycobacterium were cultured. Of these, 263 (3.8%) grew NTM, and 382 (5.5%) grew M. tuberculosis. Of the 263 cultured NTM specimens, 124 (47.1%) were scotochromogens. The smear-positive rate was significantly lower in these scotochromogens (4.8%) than in the non-scotochromogens (23.7%) (p<0.05). The most common isolates were M. gordonae (83/102, 81.4%) in the scotochromogens, and MAC (52/121, 43.0%) in the non-scotochromogens. Even though three out of 113 patients with a low-colony scotochromogen has been diagnosed with NTM pulmonary disease, the isolated scotochromogen was not considered to be the cause of the NTM disease but was just a contaminant. Conclusion : In this study, the most common isolate of a low-colony count scotochromogen was M. gordonae, which appeared to be contaminants and not true pathogens. Greater efforts in the quality control of a mycobacterium laboratory are needed in cases where there is a high recovery rate of low-colony count scotochromogen.

Applicability of Cluster Analysis and Discriminant Analysis (집락분석과 판별분석의 활용성연구)

  • Chae, Seong-San;Hwang, Jung-Yeon
    • Journal of Korean Society for Quality Management
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    • v.22 no.2
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    • pp.143-153
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    • 1994
  • Cluster analysis is a primitive technique in which no assumptions are made concerning the data structure. And the number of groups is known a priori discriminant analysis provides an information how well N individuals are classified into their own groups. In this study, clustering, which is any partition of a collection of data points, generated by the application of eight hierarchical clustering methods was re-classified by discriminant analysis. Then correct classification ratios were obtained for the application of discriminant analysis through each clustering method and the direct application of discriminant analysis. By comparing the correct classification ratios, the applicability of cluster analysis and discriminant analysis considered.

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Biofilm Forming Ability and Production of Curli and Cellulose in Clinical Isolates of Enterobacteriaceae (생물막형성 장내세균의 Curli 및 Cellulose 세포외 바탕질 분석)

  • Choi, Yeh-Wan;Lee, Hee-Woo;Kim, Sung-Min;Lee, Je-Chul;Lee, Yoo-Chul;Seol, Sung-Yong;Cho, Dong-Taek;Kim, Jung-Min
    • Korean Journal of Microbiology
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    • v.47 no.4
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    • pp.335-341
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    • 2011
  • In this study, 22 clinical isolates of Enterobacteriaceae including Citrobacterfreundii (6 strains), Enterobacter cloacae (5 strains), Enterobacter aerogenes (3 strains), Serratia marcescens (7 strains) and Pantoea spp. (1 strain) were investigated for the biofilm forming ability and biosynthesis of curli and cellulose. Biofilm forming ability was the highest among the isolates of E. cloacae and the lowest among the isolates of E. aerogenes. The expression of the biofilm-forming extracellular matrix components, cellulose and curli fimbriae, was examined by Congo-red (CR) staining and calcofluor staining methods. PCR screening for the presence of curli gene (csgA) revealed that 4 strains of E. cloacae and 1 strain of C. freundii carried the csgA, showing a good correlation between the phenotypic detection of curli fimbriae by CR staining method and the genotypic detection of curli gene by PCR in E. cloacae.

The Optimal Condition of Performing MTT Assay for the Determination of Radiation Sensitivity (방사선 감수성 측정법으로서 MTT 법 시행 시의 최적 조건에 대한 연구)

  • Hong, Se-Mie;Kim, Il-Han
    • Radiation Oncology Journal
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    • v.19 no.2
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    • pp.163-170
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    • 2001
  • Purpose : The measurement of radiation survival using a clonogenic assay, the established standard, can be difficult and time consuming. In this study, We have used the MTT assay, based on the reduction of a tetrazolium salt to a purple formazan precipitate by living cells, as a substitution for clonogenic assay and have examined the optimal condition for performing this assay in determination of radiation sensitivity. Materials and Methods : Four human cancer cell lines - PCI-1, SNU-1066, NCI-H630 and RKO cells have been used. For each cell line, a clonogenic assay and a MTT assay using Premix WST-1 solution, which is one of the tetrazolium salts and does not require washing or solubilization of the precipitate were carried out after irradiation of 0, 2, 4, 6, 8, 10 Gy. For clonogenic assay, cells in $25\;cm^2$ flasks were irradiated after overnight incubation and the resultant colonies containing more than 50 cells were scored after culturing the cells for $10\~14$ days. For MTT assay, the relationship between absorbance and cell number, optimal seeding cell number, and optimal timing of assay was determined. Then, MTT assay was performed when the irradiated cells had regained exponential growth or when the non-irradiated cells had undergone four or more doubling times. Results : There was minimal variation in the values gained from these two methods with the standard deviation generally less than $5\%$, and there were no statistically significant differences between two methods according to t-test in low radiation dose (below 6 Gy). The regression analyses showed high linear correlation with the $R^2$ value of $0.975\~0.992$ between data from the two different methods. The optimal cell numbers for MTT assay were found to be dependent on plating efficiency of used cell line. Less than 300 cells/well were appropriate for cells with high plating efficiency (more than $30\%$). For cells with low plating efficiency (less than $30\%$), 500 cells/well or more were appropriate for assay. The optimal time for MTT assay was after 6 doubling times for the results compatible with those of clonogenic assay, at least after 4 doubling times was required for valid results. In consideration of practical limits of assay (12 days, in this study) cells with doubling time more than 3 days were inappropriate for application. Conclusion : In conclusion, it is found that MTT assay can successfully replace clonogenic assay of tested cancer cell lines after irradiation only if MTT assay was undertaken with optimal assay conditions that included plating efficiency of each cell line and doubling time at least.

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