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Applicability study on urban flooding risk criteria estimation algorithm using cross-validation and SVM (교차검증과 SVM을 이용한 도시침수 위험기준 추정 알고리즘 적용성 검토)

  • Lee, Hanseung;Cho, Jaewoong;Kang, Hoseon;Hwang, Jeonggeun
    • Journal of Korea Water Resources Association
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    • v.52 no.12
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    • pp.963-973
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    • 2019
  • This study reviews a urban flooding risk criteria estimation model to predict risk criteria in areas where flood risk criteria are not precalculated by using watershed characteristic data and limit rainfall based on damage history. The risk criteria estimation model was designed using Support Vector Machine, one of the machine learning algorithms. The learning data consisted of regional limit rainfall and watershed characteristic. The learning data were applied to the SVM algorithm after normalization. We calculated the mean absolute error and standard deviation using Leave-One-Out and K-fold cross-validation algorithms and evaluated the performance of the model. In Leave-One-Out, models with small standard deviation were selected as the optimal model, and models with less folds were selected in the K-fold. The average accuracy of the selected models by rainfall duration is over 80%, suggesting that SVM can be used to estimate flooding risk criteria.

Synthesis and Importance of Bulky Aromatic Cap of Novel SAHA Analogs for HDAC Inhibition and Anticancer Activity

  • Chun, Pu-Soon;Kim, Won-Hee;Kim, Jung-Su;Kang, Jin-Ah;Lee, Hye-Jin;Park, Ji-Young;Ahn, Mee-Young;Kim, Hyung-Sik;Moon, Hyung-Ryong
    • Bulletin of the Korean Chemical Society
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    • v.32 no.6
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    • pp.1891-1896
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    • 2011
  • On the basis of potent HDAC-inhibitory activity and anticancer activity of SAHA, novel SAHA derivatives 3a-d and 7 with a bulky cap such as p-dimethylaminophenyl, 4-phenylaminophenyl, 4-phenyloxyphenyl, 9H-fluorenyl or naphthalenyl ring were synthesized starting from the corresponding aryl amines or naphthalenyl acetic acid using an EDC-mediated amide coupling reaction in the presence of HOBt followed by a nucleophilic addition-elimination reaction with hydroxylamine. Compounds 3b, 3c and 3d showed more potent inhibitory activity on total HDACs (14~27-fold), HDAC1 (8~15-fold), HDAC2 (1.3~25-fold) and HDAC7 (1~3-fold) and more potent anticancer activity (2~22-fold) against MCF-7, MDA-MB-231, MCF-7/Dox, MCF-7/Tam, SK-OV-3, LNCaP and PC3 human cancer cell lines than SAHA.

Analysis of factors related to the dental caries and periodontal diseases of the elderly (노인의 치아우식증과 치주질환에 연관된 요인 분석)

  • Jang, Jae-Yeon;Nam, Young-Shin
    • Journal of Korean society of Dental Hygiene
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    • v.12 no.6
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    • pp.1173-1182
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    • 2012
  • Objectives : The purpose of this study was to examine the factors related to the dental caries and periodontal diseases of Korean elderly people in terms of demographic characteristics, oral health promotion behavior and systemic diseases in an effort to provide information on national policy setting and policy evaluation about the prevention of tooth loss resulting from severe oral diseases and the promotion of elderly people's oral health. Methods : The first-, second- and third-year raw data of the 4th National Health and Nutrition Survey were utilized, and the data of 3,882 elderly people who got a dental checkup were analyzed. The statistical package SPSS WIN 19.0 was employed to make a logistic regression analysis. Results : The senior citizens who did toothbrushing less frequently were more likely to have dental caries. As for periodontal diseases, the men were 1.34-fold more likely to have periodontal diseases than the women, and the respondents whose self-rated health state was worse were 1.40-fold more likely to have periodontal diseases than the others whose self-rated health state was better. The senior citizens who ever received treatment from unqualified people were 1.30-fold more likely to have peridontal diseases, and those who took neither vitamin compound nor minerals were 1.30-fold more likely to have periodontal diseases. Those who suffered from low High-density Lipoprotein cholesterol(HDL) were 1.35-fold more likely to have periodontal diseases than the others who didn't. Conclusions : Those whose self-rated health status is worse should especially be concerned about periodontal diseases. Specifically, it's needed to pay attention to the low-income classes, and the government should take measures to provide quality welfare services for elderly people not to receive treatment from unqualified people. Besides, research efforts should be made to determine the relationship between periodontal diseases and low HDL-cholesterolemia.

Overexpression of sprA and sprB Genes is Tightly Regulated in Streptomyces griseus

  • KIM , YOON-HEE;CHOI, SI-SUN;KANG, DAE-KYUNG;KANG, SANG-SOON;JEONG, BYEONG-CHUL;HONG, SOON-KWANG
    • Journal of Microbiology and Biotechnology
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    • v.14 no.6
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    • pp.1350-1355
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    • 2004
  • The sprA and sprB genes, encoding the chymotrypsin-like proteases Streptomyces griseus protease A (SGPA) and Streptomyces griseus protease B (SGPB), and the sprT gene that encodes Streptomyces griseus trypsin (SGT) were cloned from S. griseus and were overexpressed in various strains of S. griseus. When the sprT gene was introduced into S. griseus, trypsin activity increased 2-fold in the A-factor deficient mutant strain, S. griseus HH1, and increased 4-fold in the wild strain, S. grise us IFO 13350. However, there was no detectable increase of chymotrypsin activity in the transformants of S. griseus with either sprA or sprB, in contrast to the results obtained from S. lividans as a heterologous host. To solve the negative gene dosage effects in S. griseus, either the sprA or the sprB genes with their own ribosome binding sites were linked to the downstream of the entire sprT gene, and the coexpression efficiency was examined in S. lividans and S. griseus. The transformants of S. lividans with either pWHM3-TA (sprT+sprA) or pWHM3­TB (sprT+sprB) showed 3-fold increase of trypsin activity over that of the control, however, only the transformant of pWHM3-TB demonstrated 7-fold increase in chymotrypsin activity, indicating that the pWHM3-TB has a successful construction for the overexpression of chymotrypsin in Streptomyces. When the coexpression vectors were introduced into S. griseus IFO 13350, the trypsin level sharply increased by more than 4-fold, however, the chymotrypsin level did not increase. These results strongly suggest that the overexpression of the sprA and sprB genes is tightly regulated in S. griseus.

Quality Characteristics of Korean Black Raspberry Bokbunja Wines Produced Using Different Amounts of Water in the Fermentation Process (가수량을 달리하여 제조한 복분자 와인의 품질 특성)

  • Seo, Seung-Ho;Yoo, Seon-A;Kang, Bo-Sik;Son, Hong-Seok
    • Korean Journal of Food Science and Technology
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    • v.46 no.1
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    • pp.33-38
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    • 2014
  • In this study, we investigated the effect of the amount of water added prior to fermentation on the quality of bokbunja (Rubus coreanus Miq.) wine produced. Water was added at 0-fold (A), 1-fold (B), 2-fold (C), 3-fold (D), and 4-fold (E) of the fresh bokbunja weight (w/w), prior to fermentation. Although the amount of bokbunja wine obtained after fermentation increased in proportion to the amount of water added prior to fermentation, the total acidity of the bokbunja wine, adjusted for the weight of bokbunja used in the fermentation process, increased. Moreover, the total phenol and flavonoid content (mg) per weight (g) of bokbunja, in (B), (C), (D), and (E) were 2.86-4.42 and 2.58-3.01 times higher, respectively, than those in (A). These data suggest that different types of bokbunja wines can be produced and different contents of total phenol can be obtained by simply changing the amount of water added prior to fermentation.

Enhancement of Clavulanic Acid Production by Expressing Regulatory Genes in gap Gene Deletion Mutant of Streptomyces clavuligerus NRRL3585

  • Jnawali, Hum Nath;Lee, Hei-Chan;Sohng, Jae-Kyung
    • Journal of Microbiology and Biotechnology
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    • v.20 no.1
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    • pp.146-152
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    • 2010
  • Streptomyces clavuligerus NRRL3585 produces a clinically important $\beta$-lactamase inhibitor, clavulanic acid (CA). In order to increase the production of CA, the glyceraldehyde-3-phosphate dehydrogenase (GAPDH) gene (gap) was deleted in S. clavuligerus NRRL3585 to overcome the limited glyceraldehyde-3-phosphate pool; the replicative and integrative expressions of ccaR (specific regulator of the CA biosynthetic operon) and claR (Lys-type transcriptional activator) genes were transformed together into a deletion mutant to improve clavulanic acid production. We constructed two recombinant plasmids to enhance the production of CA in the gap1 deletion mutant of S. clavuligerus NRRL3585: pHN11 was constructed for overexpression of ccaR-claR, whereas pHN12 was constructed for their chromosomal integration. Both pHN11 and pHN12 transformants enhanced the production of CA by 2.59-fold and 5.85-fold, respectively, compared with the gap1 deletion mutant. For further enhancement of CA, we fed the pHN11 and pHN12 transformants ornithine and glycerol. Compared with the gap1 deletion mutant, ornithine increased CA production by 3.24- and 6.51-fold in the pHN11 and pHN12 transformants, respectively, glycerol increased CA by 2.96- and 6.21-fold, respectively, and ornithine and glycerol together increased CA by 3.72- and 7.02-fold, respectively.

A Study on the Fat Contents and Nutritional Status of Urban High School Girls (일부도시지역(一部都市地域)의 여자중고등학생(女子中高等學生)들의 총지방량(總脂肪量) 및 영양상태(營養狀態)에 관(關)한 연구(硏究)(I))

  • Lee, Pyong-Kap;Park, Soon-Young
    • Journal of Nutrition and Health
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    • v.4 no.3
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    • pp.5-12
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    • 1971
  • For the measurement of the fat contents and nutritional status of urban High School girls, an intensive examination was conducted on a total of 2,085 students from 13 to 19 years of age groups. Total body fat cotents were measured by Skin-fold thickness with a Skin-fold Caliper manufactured by Cambridge Scientific Industrial Inc. at four sites of the body and it was calculated by Kim's regression equation. And Heights, Weights, and Chest circumferences were measured with Martin's Anthropometer. As the results of this study, the following conclusions were obtained: 1. The averages of heights, weights and chest girths were 153.1 cm, 46.2 kg and 76.6 cm. respectively. 2. The mean Skin-fold thicknesses of each site measured with a Lange skin-fold Caliper were: Sub-scapular: $13.44\;mm{\pm}4.41\;mm$. Abdominal : $10.55\;mm{\pm}4.02\;mm$. Lumbar: $10.56\;mm{\pm}4.06\;mm$. Upper arm: $15.35\;mm{\pm}4.37\;mm$. Total Average: $12.46\;mm{\pm}4.48\;mm$. 3. The average Skin-fold thicknesaes by age were as follow: ·9.02 mm at 13 years of age. 10.04 at 14, 11.82 at 15, 14.43 at 16, 15.12 at 17, 16.48 at 18, and 16.61 at 19 respectively. 4. The mean of fat contents calculated according to regression equation was 11.04kg. (9.14 at 13, 9.98 at 14, 11.12 at 15, 11.74 at 16, 12.21 at 17, 12.96 at 18, 13.29 at 19 respectively.)

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Mastectomy Method according to the Breast Size in the Female to Male Transgenders (여성에서 남성 성전환자의 유방크기에 따른 유방절제방법)

  • Yang, Jin-Il;Park, Su-Sung;Lee, Keun-Cheol;Kim, Seok-Kwun
    • Archives of Plastic Surgery
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    • v.38 no.1
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    • pp.63-68
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    • 2011
  • Purpose: Mastectomy is one of the operative procedures of female to male transsexuals. It is aimed to excise all of breast tissues and to reconstruct male chest wall, areola, and nipple. Breast sizes are varied by developmental status and their hormonal therapy. There are several approaches for mastectomy. This study is aimed to suggest appropriate mastectomy methods according to breast size in the female to male transgenders. Methods: We retrospectively analysed 46 patients of female to male transgenders. Breast size was categorized by their inner wear size. In A cup size, mastectomy was done with periareolar approach. In C cup size, inframammary fold approach subcutaneous mastectomy was performed. In B cup size, periareolar approach was used for grade A or B ptosis patient, and inframammary fold approach was choosen for the patient with grade C ptosis. Results: Subcutaneous mastectomy was done through semicircular periareolar approach for 26 patients. There were 2 cases of major complications that should be corrected by hematoma evacuation. Circumareolar approach was used for 5 patients, and a case of nipple-areolar complex necrosis was observed. Two cases of another complications which were irregularity of breast and wound disruption could be corrected. Inframammary fold approach was selected for 15 patients. There was a case of wound disruption, so revision surgery whould be done. Four cases of breast irregularity was corrected spontaneously, and 2 cases of partial necrosis of nipple-areolar complex were corrected with secondary healing. Patient satisfaction score for periareolar, cicumareolar, and inframmammary fold approach were 4.5, 4.2 and 4.1, respectively. Some major and minor complications were observed, but satisfactory results could be secured. Conclusion: Semicircular periareolar incision looked adequate for A cup size patient, circumareolar incision was suitable for B cup size with grade A or B ptosis. In B cup size with grade C ptosis patient and C cup patients, inframammary fold incision looked suitable for optimal results.

The Immune-Enhancing Effect of Mountain Gown ginseng, Mountain Cultivated ginseng, and Panax ginseng (산삼(山蔘), 장뇌삼(長腦蔘), 인삼(人蔘)의 면역증강(免疫增强)효과 비교연구)

  • Chung, Dae-Kyoo;Kwon, Soon-Joo
    • Journal of Oriental Neuropsychiatry
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    • v.15 no.2
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    • pp.89-101
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    • 2004
  • Objective : The present experiments were designed to study on the immune-enhancing effect of Mountain grown ginseng, Mountain cultivated ginseng, and Panax ginseng Method : In order to compare the immune-enhancing effect of moutain grown ginseng, moutain cultivated ginseng and Panax ginseng, the study was done through the forced swimming test (FST), measurement of T helper Th1, Th2 cytokines and fatigue related factors. Result : Moutain grown ginseng and panax ginseng decreased the immobility time in the FST compared to the control. Glucose, blood urea nitrogen (BUN), creatinine, lactate dehydrogenase (LDH) and Total-protein (T-protein) in serum were investigated. The serum achieved from ginseng administered mouse showed higher BUN, T-protein than the control. moutain grown ginseng administered group showed lower LDH than the control group. moutain grown ginseng administered mouse showed higher glucose than the control. Creatinine was same in either experimental or control group. Ginseng-induced cytokine production in human T-cell line, MOLT-4 cells and mouse peritoneal macrophages were compared. Moutain cultivated ginseng (10-4 dilution) and panax ginseng (10-3 dilution) were increased the interferon $IFN-{\gamma}$ production compared with media control (about 1.6-fold P<0.05) at 48 h. Moutain grown ginseng (10-4 dilution) was increased the $IFN-{\gamma}$ and interleukin IL-4 production compared with media control (about l.4-fold for $IFN-{\gamma}$ and 1.6-fold for IL-4 P<0.05) at 48 h. Moutain grown ginseng (10-3 dilution) and moutain cultivated ginseng (10-4 dilution) were increased the turmor necrosis factor $TNF-{\alpha}$ production compared with $rIFN-{\gamma}$ treated cells (about 1.9-fold for $TNF-{\alpha}$ P<0.05), respectively. Moutain cultivated ginseng (10-3 dilution) was increased the IL-12 production compared with $rIFN-{\gamma}$ treated cell (about 1.7-fold for IL-12 P<0.05). Conclusion : These data suggest that three different three kinds of ginseng act on immune responses in different aspects.

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Introcordal Injection of Autologous Fibroelastic Cartilage - Introcordal Injection of Autologous Fibroelastic Cartilage in the Paralyzed Canine Vocal Fold

  • Lee, Byung-Joo;Wang, Soo-Geun;Lee, Jin-Choon
    • Proceedings of the KSLP Conference
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    • 2003.11a
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    • pp.180-180
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    • 2003
  • Objectives : Vocal fold augmentation by injectable material under direct visual control is an easy and simple operation. However, when autologous fat or bovine collagen is used, resorption creates a problem. And autologous fascia is debating about absorption now days. This study is to evaluate the histology of minced and injected autologous auricular cartilage and fat graft in the augmentation of unilateral vocal fold paralysis using a canine model. Methods : Nine dogs were operated. At first, a piece of auricular cartilage was harvested from ear and minced into tiny chips with a scalpel. And also, a piece of fat tissue was harvested from inguinal area and minced into tiny chips with a scalpel. Cutting off a section of the recurrent nerve paralyzed the right vocal fold. The minced cartilage and fat-paste (0.2ml) was injected using a pressure syringe into the paralyzed thyroarytenoid muscle under direct laryngoscopy. Two animals were sacrificed at 3 days, three at 3 weeks, two at 3 months, one at 6 months, one at 12 months. Each dog underwent laryngectomy and serial coronal sections of paraffin blocks from the posterior part of the vocal fold were made. Results : There was no significant complication perioperatively and during follow-up. There was acute inflammatory findings in the graft at 3 days and 3 weeks. The injected cartilage remained in the larynx until 12 months. Conclusion : The autologous auricular cartilage graft is well tolerated and may be very effective material for volumetric augmentation on paralyzed vocal cord.

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