untitled

Size: px
Start display at page:

Download "untitled"

Transcription

1 414 Jin-Un Choi, et al. Gram-positive Bacilli Using MALDI-TOF MS ORIGINAL ARTICLE Korean J Clin Lab Sci. 2018;50(4): pissn eissn Two-year Quaternary Isolation of Gram-positive Bacilli Using MALDI-TOF MS in Positive Blood Culture of a University Hospital Jin-Un Choi 1, Young-Bin Yu 2, Sang-Ha Kim 3, Seungho Won 4, Young-Kwon Kim 2 1 Department of Laboratory Medicine, Chonnam National University Hospital, Gwangju, Korea 2 Department of Biomedical Laboratory Science, College of Medical Sciences, Konyang University, Daejeon, Korea 3 Department of Laboratory Medicine, Konyang University Hospital, Daejeon, Korea 4 Department of Mechanical Engineering, Konyang University, Nonsan, Korea 일개대학병원의혈액배양에서 MALDI-TOF MS 를이용한 Gram-positive Bacilli 의 2 년간분기별분리율 최진언 1, 유영빈 2, 김상하 3, 원승호 4, 김영권 2 1 전남대학교병원진단검사의학과, 2 건양대학교의과학대학임상병리학과, 3 건양대학교병원진단검사의학과, 4 건양대학교기계공학과 In this study, Gram-positive bacilli (GPB) were identified by MALDI-TOF MS and analyzed according to the quaternary and microbial strains in the blood culture medium over a two year period at a university hospital. The results were as follows. The overall positive rate of blood culture was 9.97%. In 713 isolated GPB, 410 strains (57.5%) were identified using a microflex MALDI Biotyper. The positive rate of GPB among the blood culture positive bacteria was 8.2%, and the quarterly isolation rate was 9.8% in the third quarter of 2015, 8.7% in the second quarter of 2016, 8.1% in the third quarter of 2016, 8.1% in the first quarter of 2015, 7.9% in the first quarter of 2015, 7.9% in the second quarter of 2015, 6.8% in the first quarter of 2016, and 6.7% in the fourth quarter of The isolates were Corynebacterium striatum 89 (12.4%), Bacillus cereus 60 (8.4%), Bacillus subtilis 30 (4.2%), Paenibacillus urinalis 29 (4.1%), and Listeria monocytogenes 25 (3.5%). The results of 16S rrna sequencing of 43 isolates (86.0%) were consistent with those of the other 50 isolates. Five out of the seven unmatched weeks were not identified by MALDI-TOF MS. Key words: Blood culture, Gram positive bacilli, Isolation rate, MALDI-TOF MS Corresponding author: Young-Kwon Kim Department of Biomedical Laboratory Science, College of Medical Sciences, Konyang University, 158 Gwanjeodong-ro, Seo-gu, Daejeon 35365, Korea Tel: Fax: ykkim3245@konyang.ac.kr This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License ( which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited. Copyright 2018 The Korean Society for Clinical Laboratory Science. All rights reserved. Received: August 18, 2018 Revised: September 4, 2018 Accepted: September 9, 2018 서론임상미생물검사실에서분리되는그람양성막대균 (Grampositive bacilli, GPB) 의대부분은환경에존재하며비병원성으로알려져있어, 그동안임상미생물검사실에서는오염균으로간주하여정확한동정을시행하지않는것이일반적이었다 [1]. 그러나 GPB 중몇몇병원성균종들은임상적으로중요하며, 최근면역저하환자나체내삽입기구처치를하는환자가증가하고항생제사용도증가함에따라 GPB에의한기회감염이증가하고있다. 따라서 GPB의신속하고정확한동정의필요성이대두되었고, 정확한 GPB의동정은감염의정확한진단과적절한치료에큰도움을주기때문에매우중요하다고볼수있다

2 Korean J Clin Lab Sci. Vol. 50, No. 4, December [2]. 일반적으로혈액배양에서분리되는 GPB들은비용의효율적인측면에서동일환자에서 2회이상분리되는경우에만감염의의미를가지고동정을시행하지만, 임상미생물검사실에서시행하고있는전통적인동정방법으로는동정시간이많이걸리고항상정확한결과를얻기가어렵다 [3]. 특히패혈증의경우는미생물에감염되어일어나는전신성반응으로사망률또한높은질환이며경제적부담을증가시킨다 [4]. 중환자실환자의경우패혈증으로인한중증패혈증으로 20 50% 의사망률을나타내며, 패혈성쇼크환자는다른질환에비해사망률이각각 30 87% 에이를정도로심각한질환으로많은경제적부담을증가시키므로패혈증의원인균을신속하게진단하고치료의방향을신속하게제시해줌으로써환자의예후에큰영향을미칠수있다 [5]. 따라서임상미생물검사실에서는저렴한비용으로좀더신속하게원인균을동정해내고자노력하고있다. 그러나일반적으로행해지고있는생화학적동정방법으로는최소 2일최대 4일정도의시간이소요된다 [6]. 최근개발된 microflex MALDI Biotyper (Bruker Daltonik GmbH, Bremen, Germany) 는 MALDI-TOF MS 기법을이용하여얻은세균의단백질정보를이미구축된각균종에대한정보와비교분석하여균종을동정하는원리를이용한다. Seng 등 [6] 의연구에의하면 MALDI-TOF MS 동정시간은균주당평균 6분정도소요되며, 동정을위해산출되는비용은상품화키트를포함한전통적동정방법의 22 32% 로임상미생물검사실에서이용하기에간편하고동정에소요되는것으로보고하였다 [7, 8]. 혈액배양시료에서직접세균동정과항생제감수성시험실시하는방법은정확하고결과를보고하는데까지소요되는시간을크게감소시켜효율적인치료에유용하게활용될수있다 [9]. 대부분의 MALDI-TOF MS 장비를이용한연구에서는임상미생물검사실에서주로동정이되는그람양성알균, 그람음성막대균및매우소수의 GPB을포함하여동정하고있다 [10, 11]. 그러나국내에서는 MALDI-TOF MS를이용한혈액배양에서 GPB분리동정률에대한자료가부족하여, 본연구에서는일개대학병원의혈액배양에서분리된전체세균을대상으로 MALDI-TOF MS를이용하여 GPB의균종별, 분기별분리비율을조사하여혈액배양에서전통적방법으로동정되지못하거나오염균으로간과할수있는오류를최소화하기위한기초자료를알아보고자하였다. 재료및방법 2014년 10월부터 2016년 9월까지 2년간일개대학병원임 상미생물검사실로혈액배양이의뢰된 87,241건중에서 GPB 로분리된 713균주를대상으로하였으며, 분기별혈액배양양성률중 GPB의분리율을분석하였다. 1. 혈액배양혈액배양은산소성배지인 (BacT/ALERT FA Plus, FA) 와 BACTEC TM Plus Anerobic/F), 무산소성배지인 (BacT/ALERT Standard Anaerobic, SN) 와 (BACTEC TM Plus Anerobic/F) 에각각 5 ml 씩접종하였으며, 각각 BacT/ALERT 3D blood culture system (biomérieux Inc., Durham, NC, USA) 과 BD BACTEC TM FX blood culture system (BD, Spark, MD) 에서 5 일간배양하였다. 혈액배양양성배양액을 5% sheep blood agar plate (Hanil Komed) 에접종하여 5% CO 2, 35 C 배양기에서 24시간에서 48시간동안배양하였다. 분리된균종들은집락성상과그람염색결과를이용하여 GPB로일차분류하였다. 2. MALDI-TOF MS를이용한동정전통적혈액배양에서양성인배양액을혈액우무배지에배양한후집락성상과그람염색결과 GPB로확인된균주를대상으로 microflex MALDI Biotyper (Bruker Daltonik GmbH, Bremen, Germany) 로검사하고 MALDI Biotyper RTC software (V. 3.1) 을이용하여직접도말법으로균종을동정하였다. 직접도말법은하룻밤배양한신선한집락을멸균 Wooden applicator 를이용해 MSP 96 target polished steel BC microscout Target plate (Bruker Daltonics) 에도말하고, 세균이마른후매트릭스용액 (50% acetonitrile, 2.5% trifluoroacetic acid) 에포화된 ( -cyano-4-hydroxycinnamic acid) 을더한시약 1 L를가하고, 실온에서완전히건조시킨후 microflex MALDI Biotyper 장비에장착하였다. Bacterial test standard (BTS) 를사용하여장비 Calibration 을실시하였고, m/z 2,000 20,000 범위에서측정된 Mass spectra 동정결과는 MALDI Bio- typer RTC software (V. 3.1) 를이용해분석하였다. 동정은기기회사의기준을이용하여판정하였는데, 일반적으로동정치 (cut-off score) 가 2.0 이상이면균종동정이, 1.7 이상이면서 2.0 미만인경우균속동정이가능한것으로판단하였고 1.7 미만인경우신뢰성이없는것으로조작적정의를하였다. 결과 1. 혈액배양분기별분리양성률분석 년 10월부터 2016년 9월까지 2년간혈액배양에서의

3 416 Jin-Un Choi, et al. Gram-positive Bacilli Using MALDI-TOF MS 뢰건수총 87,241건중전체양성은 8,699건으로 9.97% 를나타내었고, 그중 Gram positive cocci는 4,198건 (48.3%), Gram negative bacilli 3,245건 (37.3%), GPB 713건 (8.2%), Candida species는 513건 (5.9%), Gram negative cocci 30건 (0.3%) 순으로분리되었다. 2014년 4분기의뢰건수총 10,168 건중전체양성률은 1,028건으로 10.1% 를나타내었고, 그중 Gram positive cocci는 562건 (54.7%), Gram negative bacilli 343건 (33.4%), GPB 83건 (8.1%), Candida species 38건 (3.7%), Gram negative cocci 2건 (0.2%) 를나타냈으며, 2015 년 1분기는의뢰건수총 9,732건중전체양성률은 861건으로 8.8% 를나타내었고, 그중 Gram positive cocci 457건 (55.2%), Gram negative bacilli 266건 (30.9%), GPB 68건 (7.9%), Candida species 46건 (5.3%), Gram negative cocci 6 건 (0.7)% 를나타냈으며, 2015년 2분기총 9,574건중양성은 998건 (10.4%) 을나타내었고, 그중 Gram positive cocci 517 건 (51.8%), Gram negative bacilli 339건 (34.1%), GPB 83건 (7.9%), Candida species 52건 (5.2%), Gram negative cocci 7 건 (0.7%) 를나타냈다. 2015년 3분기총의뢰건수 11,255건중양성은 1,263건으로 1.2% 를나타냈으며, 그중 Gram positive cocci 572건 (45.3%), Gram negative bacilli 481건 (38.1%), GPB 124건 (9.8%), Candida species 81건 (6.4%), Gram negative cocci 5건 (0.4%) 를나타냈다. 2015년 4분기총 11,163건중양성은 1139건 (10.2%) 이었으며, 그중 Gram positive cocci 508건 (44.6%), Gram negative bacilli 412건 (36.2%), Candida species 131건 (11.5%), GPB 84건 (6.7%), Gram negative cocci 4건 (004%) 의순으로나타났다. 2016년 1분기는총 11,321건중양성은 950건 (8.4%) 이었으며, 그중 Gram positive cocci 415건 (43.7%), Gram negative bacilli 409건 (43.1%), GPB 65건 (6.8%), Candida species 57건 (6.6%), Gram negative cocci 4건 (0.4%) 을나타냈다. 2016년 2분기총의뢰건수 11,937건중양성은 1212건 (10.2%) 이었으며, 그중 Gram positive cocci 537건 (43.3%), Gram negative bacilli 507건 (41.8%), GPB 105건 (8.1%), Candida species 62 건 (5.1%), Gram negative cocci 1건 (0.01%) 로나타났으며, 2016년 3분기총의뢰건수 12,091건중양성은 1,248주 (10.3%) 이었으며, 그중 Gram positive cocci 612건 (49.0%), Gram negative bacilli 488건 (39.1%), GPB 101건 (8.1%), Candida species 46건 (3.7%), Gram negative cocci 1건 (0.01%) 순으로분리되었다. 총혈액배양양성률은 10.0% 였으며양성세균중 GPB양성률은 8.2% 였다 (Table 1, Figure 1). 2. MALDI-TOF 를이용한그람양성막대균의분리율 총 713건의 GPB를 microflex MALDI Biotyper를이용해동정하여기기회사의기준에따라균속동정이가능한스코어 Figure 1. Quarterly in year positive blood cultures at one university hospital ( ). Table 1. Quarterly in year positive blood cultures at one university hospital ( ) No. (%) of results obtained from blood culture Quarter in year Gram positive bacilli Gram positive cocci Gram negative bacilli Gram negative cocci Candida species Positivity (%) Q* 83 (8.1) 562 (54.7) 343 (33.4) 2 (0.2) 38 (3.7) 1028/10168 (10.1) Q 68 (7.9) 475 (55.2) 266 (30.9) 6 (0.7) 46 (5.3) 861/9732 (8.8) Q 83 (7.9) 517 (51.8) 339 (34.1) 7 (0.7) 52 (5.2) 998/9574 (10.4) Q 124 (9.8) 572 (45.3) 481 (38.1) 5 (0.4) 81 (6.4) 1263/11255 (11.2) Q 84 (6.7) 508 (44.6) 412 (36.2) 4 (0.4) 131 (11.5) 1139/11163 (10.2) Q 65 (6.8) 415 (43.7) 409 (43.1) 4 (0.4) 57 (6.6) 950/11321 (8.4) Q 105 (8.7) 537 (43.3) 507 (41.8) 1 (0.01) 62 (5.1) 1212/11937 (10.2) Q 101 (8.1) 612 (49.0) 488 (39.1) 1 (0.01) 46 (3.7) 1248/12091 (10.3) Total 713 (8.2) 4198 (48.3) 3245 (37.3) 30 (0.3) 513 (5.9) 8699/87241 (100/9.97) Abbreviations: No, number; Q, quarter. 1st quarter: Jan to Mar, 2nd quarter: Apr to Jun, 3rd quarter: Jul to Sep, 4th quarter: Oct to Dec.

4 Korean J Clin Lab Sci. Vol. 50, No. 4, December 이상균주는 410주 57.5% 였다. 동정은되었으나스코어 1.7 아래로신뢰할수없는결과를보였던균주는 213주 29.9% 였고 no peaks found로동정이안되는균주는 90주 12.6% 였다. 스코어 1.7 이상에서동정된균주별분리는 Corynebacterium striatum 89건 (12.4%), Bacillus cereus 60건 (8.4%), Bacillus subtilis 30건 (4.2%), Paenibacillus urinalis 29건 (4.1%), Listeria monocytogenes 25건 (3.5%), Clostridium perfringens 18건 (2.5%), Bacillus licheniformis 16건 (2.2%), Bacillus pumilus 12건 (1.7%) 이었으며, Bacillus mojavensis, Corynebacterium afermentans, Bacillus sonorensis 각각 10건 (1.4%) 이었고, Microbacterium spp. 8건 (1.1%), Bacillus megaterium 7건 (1.0%) 순으로나타났다 (Table 2) S-rRNA sequencing 분석과 MALDI-TOF 동정결과염기서열분석을위한 PCR을수행하기위해 Forward primer 인 16S-rRNA1 (5'-AGT TTG ATC CTG GCT CAG-3') 와 Reverse primer인 16S-rRNA2 (5'-GGT TAC CTT GTT ACG ACT T-3') 를이용하였다. Primer 각각 20 pmol 1 L, dntps 1 L, 10x Reaction buffer (1x: 10 mm Tris-HCL, 1.5 mm KCL, 0.1% Triton X-100) 5 L, 2.5 U/ L DyNAzymeTM polymerase 1 L, 멸균 DW 38.5 L에추출된 gdna 2.5 L를넣어총 50 L로반응액을만들었다. PCR은 TaKaRa PCR Table 2. Identification of Gram positive bacilli by MALDI-TOF from blood culture ( ) ID result by MALDI-TOF No. of isolates with the number of positive blood cultures per patient Total No. (%) of patient Species a Total No. (%) of species Corynebacterium striatum (5.9) 89 (12.4) Bacillus cereus (8.6) 60 (8.4) Bacillus subtilis (4.9) 30 (4.2) Paenibacillus urinalis (4.6) 29 (4.1) Listeria monocytogenes (2.0) 25 (3.5) Clostridium perfringens (2.1) 18 (2.5) Bacillus licheniformis (2.6) 16 (2.2) Bacillus pumilus (2.0) 12 (1.7) Bacillus mojavensis (1.6) 10 (1.4) Corynebacterium afermentans (1.6) 10 (1.4) Bacillus sonorensis (1.6) 10 (1.4) Microbacterium species (0.7) 8 (1.1) Bacillus megaterium (1.1) 7 (1.0) Mycobacterium abscessus (0.2) 6 (0.8) Clostridium tertium (1.0) 6 (0.8) Actinomyces oris (0.8) 5 (0.7) Bacillus vallismortis (0.8) 5 (0.7) Eggerthella lenta (0.8) 5 (0.7) Bacillus infantis (0.7) 4 (0.6) Clostridium carnis (0.2) 4 (0.6) Actinomyces odontolyticus (0.5) 3 (0.4) Bacillus mycoisea (0.5) 3 (0.4) Bacillus thuringiensis (0.3) 2 (0.3) Brevibacterium iodium (0.2) 2 (0.3) Corynebacterium minutissimun (0.3) 2 (0.3) Corynebacterium urealyticum (0.2) 2 (0.3) Lactibacillus paracasei b (1.6) 10 (1.4) Arthrobacter oxydans c (4.4) 27 (3.8) Not reliable identification (34.0) 213 (29.9) No peaks found (14.5) 90 (12.6) Total (100.0) 713 (100.0) a ID result cut-off criteria: score 1.7. b Microbacterium aurum, Lysinibacillus fusiformis, Solibacillus silvestis, Paenibacillus illinoisensis. c Bacillus atrophaeus, Bacillus circulans, Bacillus flexus, Bacillus muralis, Bacillus niacini, Bacillus thermoamylovorans, Bacillus weienstephanensis, Clostridium bifermentans, Clostridium innocuum, Corynebacterium amycolatum, Corynebacterium falsenii, Corynebacterium pseudodiphthriticum, Corynebacterium singulare, Corynebacterium tuscaniense, Dermabacter hominis, Exigubacterium aurantiacum, Gordona rubropertincta, Lactobaillus salivarius, Microbacterium oxydans, Microbacterium testaceum, Paenibacillus barengoltzii, Paenibacillus latus, Paenibacillus rhizosphaerae, Paenibacillus odorifer, Paenibacillus pauli, Paenibaillus xylanilyticus.

5 418 Jin-Un Choi, et al. Gram-positive Bacilli Using MALDI-TOF MS Thermal cycler (TP600 Gradient, Roche Molecular System, CA, USA) 를사용하였고, 온도조건을 94 C에서 5분 predenaturation시킨후, 94 C 에서 1분 dena- turation, 49 C에서 1분 annealing, 72 C 에서 1분 extension을 1주기로 36회실시하여증폭하고 72 C 에서 10분간 postextension 을실시하였다. microflex MALDI Biotyper의동정결과와생화학적동정결과와일치하지않는총 50주중 43주는 16S-rRNA sequencing 분석결과와일치하였으나 7주는일치하지않았다. 일치된균주들은 Corynebacterium striatum 19주, Clostridium perfringens 5주, Listeria monocytogenes 9주, Bacillus iodinum 1주, Clostridium canis 1주, Corynebacterium urealyticum 1주, Mycobacterium abscessus 1주, Paenibacillus urinalis 1주이었다. 1.7 이상의스코어에서동정되었던균주중 Bacillus cereus는 Lysinbacillus spp. 로 Microbacterium spp. 는 Mycobacterium paraoxydans로각각 16S-rRNA sequencing 결과와불일치하였고, 5주는 MALDI-TOF MS에서도 not reliable identification 혹은 no peaks found 를나타내동정해내지못했던균주들에대한 16S-rRNA sequencing 분석결과 Cellulomonas hominis, Corynebacterium amycdatum, Catabacter hongkongenesis, Bacillus spp., Bacillus velezensis로동정되었다 (Table 3). 고찰혈액배양양성은세균성균혈증을나타낼수있는것으로생 각할수있지만일부는오염에의한혈액배양양성이존재할수있기때문에모두가진정한감염을나타내지않는다. 혈액배양에서분리되는많은 GPB의대부분은정상적인피부정상상재균의일부로혈액배양을오염시키거나정맥내카테터에집락화될수있다 [2]. 혈액배양에서오염의주된원인균으로는 Propionibacterium acnes, Corynebacterium spp. 및 Bacillus spp. 가대표적이다. 그러나노령인구의증가와면역기능저하환자의증가, 장기이식의발전과항암제, 방사선치료등으로과거에비병원성으로생각하였던균종에의해서도기회감염및중증의균혈증이생길수있음이보고되었으며 [12], 실제로이러한세균들은심내막염, 인공심장판막, 관절감염, 호중구감소증등과같은특정임상조건의맥락에서병원성일수있음을기억해야한다 [13]. 국내의한연구에서도혈액배양오염균의가능성이높은피부상재균으로분류되는 Coagulase-negative Staphylococcus (CoNS), Bacillus spp., Corynebacterium spp., Enterococcus spp., Micrococcus spp., Propionibacterium spp. 이혈액배양에서동정되면임상적인의미의해석없이모두분석에포함하여연구하였다는 GPB의분리동정에대한제한점에대해보고한바있다 [14]. 이러한제한점이있음에도불구하고임상검사실에서는확실한오염이라고판단되지않는한일단양성세균의분리결과를보고하고, 그결과에대해서는임상의의판단에맡기는경우가많다. 국내외많은연구에서는 GPB을포함한혈액배양에서분리되는미생물들에대해서균혈증과관련된높은이환율과사망률때문에신속한평가와적절한경험적항생 Table 3. Comparison of identification results between MALDI-TOF and 16S-rRNA sequencing of two or more isolates from one patient ID result by Species No. of concordant and discordant by MALDI-TOF Concordant result Discordant result Fianl ID result by 16S-rRNA sequencing Corynebacterium striatum 19 0 Bacillus cereus 5 1 Lysinbacillus sp. Clostridium perfringens 5 0 Listeria monocytogenes 9 0 Bacillus iodinum 1 0 Clostridium carnis 1 0 Corynebacterium urealyticum 1 0 Microbacterium species 0 1 Mycobacterium paraoxydans Mycobacterium abscessus 1 0 Paenibacillus urinalis 1 0 Not reliable identification 0 4 Cellulomonas hominis Corynebacterium amycolatum Catabacter hongkongenesis Bacillus sp. No peaks found 0 1 Bacillus velezensis Total 43 7 Abbreviation: No, number.

6 Korean J Clin Lab Sci. Vol. 50, No. 4, December 제치료가매우중요하다고강조하고있다 [15]. 혈액배양에서세균검출을위한분자진단기술이보다쉽게이용가능하고구현하기가용이해질때까지임상의는경험적치료결정을내리는데필요한예비자료로그람염색법을계속의존해야한다 [16]. 실제적으로 MALDI-TOF MS 기술이도입되기전까지는혈액배양에서뿐만아니라임상검체에서도 GPB의분리율이낮을뿐만아니라분리되는종 (species) 의수도극히제한되는경우가많았다 [17]. 하지만상대적으로오염균으로간주되어지던 GPB에대한국내연구는많은부족함을느껴본연구를통해 GPB의분리율과분리되는종의다양성에대해알아보았다. 본연구에서는일개대학병원에서 2년간의뢰된총 87,241 건중양성은 8,699건으로전체양성율은 9.97% 였으며, 양성세균중 Gram positive cocci는 4,198건 (48.3%), Gram negative bacilli 3,245건 (37.3%), GPB 713건 (8.2%), Candida species는 513건 (5.9%), Gram negative cocci 30건 (0.3%) 순으로분리되었다. 이는 Ahn 등 [12] 이보고한, 2002년부터 2006년까지혈액배양양성율은 18.5% 로본연구에서의 9.97% 보다 2배가량높은비율의양성율을나타냈으며, Gram positive cocci의분리율은 35.1% 로본연구에서 48.3% 보다낮게나타났고, Gram negative bacilli 는 23.9% 로본연구에서의 37.3% 로본연구보다낮은양상을나타내었으며, GPB의분리율은 5.2% 를나타내본연구에서의 8.2% 보다는낮은분리율을나타냈다. GPB의 5.2% 중 Bacillus spp. 0.8%, Erysiphelothrix spp. 0.2%, 기타 GPB의분리율은 12.8% 로보고하였으며, Candida species는 2.8%, Gram negative cocci 0.0% 로본연구에서의 0.3% 와약간의차이가있음을보고하였다. 국내다른연구에서 1998년부터 2010년까지 13년간의보고에서는 [14] 전체양성률에대한보고는없었으나 Gram positive cocci의분리율은 50.1% 로본연구에서 48.3%, Gram negative bacilli 는 38.4% 로본연구에서의 37.3% 로본연구에서와비슷한양상을나타내었으며, GPB는무산소성막대균을포함하여 7.7% 를나타내본연구에서의 8.2% 보다는약간낮은분리율을나타냈다. Yeasts 는 2.8% 로본연구에서 5.9% 보다낮게나타났다. 결론적으로 2년간총혈액배양양성률은평균 9.97% 였으며 microflex MALDI Biotyper 를이용하여총 713 건의 GPB을기기제조회사의기준에따라균속동정이가능한스코어 1.7 이상균주는 410주 57.5% 이었다. 동정은되었으나스코어 1.7 아래로신뢰할수없는결과를보였던균주는 213주로 29.9% 였으며 no peaks found로동정조차힘들었던균주는 90주 12.6% 이었다. 혈액배양양성세균중 GPB의양성률은평균 8.2% 였다. 분기별분리율은 2015년 3분기는 9.8 %, 2016년 2분기는 8.7 %, 2016년 3분기는 8.1 %, 2014년 4분기는 8.1%, 2015년 1분기는 7.9 %, 2015년 2분기는 7.9 %, 2016년 1분기는 6.8 %, 2015년 4분기는 6.7 % 순으로분리되었으며, 분기별분리률의차이는유의성이없는것으로나타났다. 분리균종별로는 Corynebacterium striatum 89주 12.4%, Bacillus cereus 60주 8.4%, Bacillus subtilis 30주 4.2%, Paenibacillus urinalis 29주 4.1%, Listeria monocytogenes 25주 3.5% 순으로분리되었다. Listeria spp. 등과같은임상적으로도의의가많은감염균의동정은다른연구에서와비슷한비율을나타내었다 [18-20]. 또한분리건수는적지만 Mycobacterium spp., 각종 Corynebacterium spp., Bacillus spp., Clostridium spp. 은 1.7 이상에서신뢰할수있을만한스코어로동정할수있었다. 물론동정해내지못하거나신뢰할수없는결과도 42.5% 로절반정도를차지하였다. 여러개의혈액배양병에서 1개에서만양성으로분리된것은거의대부분이오염균으로간주되어감염균으로의의의가없는것이었다. 그러나 1개만분리되었어도감염의의의가있는 Listeria monocytogenes는 25주가분리되었다. 최근우리나라에공급되기시작한 MALDI-TOF MS 기술은임상미생물검사실에서세균과진균을동정함에있어효과적인방법으로인식되고있고, 사용또한늘어나고있다. 많은논문에서임상적으로의의가있는그람양성알균과그람음성막대균, 진균의대부분이 MALDI-TOF MS를통해속수준까지간편하고신속하게동정가능하다는것을보고했다 [21]. 본연구에서는 2년간의혈액배양에서분리된 GPB의절반이상을 1.7 이상의스코어에서신뢰할수있을만한종 (species) 수준까지다양한균종의동정이가능하다는것을확인하였다. 우리의경험에의하면임상미생물검사실에서분리된 GPB을 MALDI-TOF MS 기술을사용하여 1차동정해보고의의가있는균주에대해서는이를확인하는전통적방법이나 16S-rRNA sequencing 방법을적용하여판독한다면향후감염균으로서의의가있는 GPB의동정에매우유용하리라판단된다. 제한점으로는흔히분리되지않고비병원성오염세균이많이포함될수있는 GPB의특성으로인하여데이터베이스가부족하고, 협막이있는일부 GPB의구조적특성상단백질분리의어려움이있어동정해내지못하는제한점이있다. 앞으로데이터베이스를더확충하고, 단백질분리가어려운 GPB의경우다른분리방법을추가하여동정한다면정확한동정에더많은도움이되리라생각된다.

7 420 Jin-Un Choi, et al. Gram-positive Bacilli Using MALDI-TOF MS 요약 본연구에서는일개대학병원에서 2년간분리된혈액배양양성배지에서 MALDI-TOF MS system을이용하여 Grampositive bacilli를동정한결과를균종별, 분기별로분석하였다. Corynebacterium striatum은총 89균주중 66균주 (74.2%), Bacillus cereus는 60균주중 44 균주 (73.3%), Listeria monocytogenes는 25균주중 25균주 (100%) 로 2.0 이상의높은스코어에서동정되었다. 미동정된균주는 303균주중 293균주는혈액배양에서 1회분리균주로감염균으로서의의의가없는오염균주로간주되었다. 감염균으로서의의가있는동일환자 2회이상분리균주대상 16S-rRNA sequencing 비교결과총 50균주중 43균주가일치해 86.0% 동정이가능하였다. 일치하지않은 7균주중 5균주는 MALDI-TOF MS로도동정이되지않았다. 결론적으로혈액배양에서 Gram-positive bacilli 가동정되는경우, 일차적으로 MALDI-TOF MS를이용하여동정해보고이를활용한다면어렵고비용이많이들던 Gram-positive bacilli 동정이저비용으로더욱간편하고정확해지며, Grampositive bacilli 에의한감염진단에도도움이될것으로판단된다. Acknowledgements: None Conflict of interest: None Author s information (Position): Choi JU 1, M.T.; Yu YB 2, Professor; Kim SH 3, M.T.; Won S 4, Professor; Kim YK 2, Professor. REFERENCES 1. Funke G, von Graevenitz A, Clarridge J3, Berneard KA. Clinical microbiology of coryneform bacteria. Clin Microbiol Rev. 1997;10: Adderso EE, Boudreaux JW, Hayden RT. Infections caused by coryneform bacteria in pediatric oncology patients. Pediatr Infect Dis J. 2008;27: e31814fab Barberi SC, Almuzara M, Join-Lambert O, Ramirez MS, Famiglietti A, Vay C. Comparison of the Bruker MALDI-TOF mass spectrometry system and conventional phenotypic methods for identification of Gram-positive rods. PLoS One. 2014: 9:e Watson RS, Carcillo JA, Linde-Zwirble WT, Clermont G, Lidicker J, Angus DC. The pidemiology of severe sepsis in children in the united stated. Am J Respir Crit Care Med. 2003; 167: Holland RD, Wilkes JG, Rafii F, Sutherland JB, Persons CC, Voorhees KJ, et al. Rapid identification of intact whole bacteria based on spectral patterns using matrix-assisted laser desorption/ionization with time-of-flight mass spectrometry. Rapid Commun Mass Spectrom. 1996;10: doi.org/ /(sici) ( )10:10<1227::aid- RCM659>3.0.CO; Seng P, Drancourt M, Gouriet F, La Scola B, Fournier PE, Rolain JM, et al. Ongoing evolution in bacteriologyl routine identification of bacteria by matrix-assisted laser desorption ionization itme-offlight mass spectrometry. Clin Infect Dis. 2009; 49: Bizzini A, Durussel C, Bille J, Greub G, Prod hom G. Performance of matrix-assisted laser desorption ionizationtime of flight mass spectrometry for identification of bacterial strains routinely isolated in a clinical microbiology laboratory. J Clin Microbiol. 2010;48: JCM Stevenson LG, Drake SK, Shea YR, Zelazny AM, Murray PR. Evaluation of matrix-assisted laser desorption ionization-time of Flight mass spectrometry for identification of clinically important yeast species. J Clin Microbiol. 2010;48: Park KG, Yu YB, Yook KD, Kim SH, Kim SH, Kim YG. An evaluation of the rapid antimicro bial susceptibility test by VITEK MS and VITEK 2 Systems in blood culture. Korean J Clin Lab Sci. 2017;49: Carbonnelle E, Grohs P, Jacquier H, Day N, Tenza S, Dewailly A, et al. Robustness of two MALDI-TOF mass spectrometry systems for bacterial identification. J Microbiol Methods. 2012;89: Dubois D, Grare M, Prere MF, Segonds C, Marty N, Oswald E. Performances of the Vitek MS matrix-assisted laser desorption ionization-time of flight mass spectrometry system for rapid identification of bacteria in routine clinical microbiology. J Clin Microbiol. 2012;50: JCM Ahn GY, Jang SJ, Lee SH, Jeong OY, Bidur Prasad Chaulagain BP, Moon DS, et al. Trends of the species and antimicrobial susceptibility of microorganisms isolated from blood cultures of patients. Korean J Clin Microbiol. 2006;9: Navas M, Pincus DH, Wilkey K, LaSalvia M, Wilson D, Procop GW, et al. Identification of aerobic Gram-positive bacilli by use of Vitek MS. J Clin Microbiol. 2014;52: Kim NH, Hwang JH, Song KH, Choe PG, Park WB, Kim ES, et al. Changes in antimicrobial susceptibility of blood isolates in a university hospital in South Korea, Infect Chemother. 2012;44: Woo PC, Lau SK, Teng JL, Tse H, Yuen KY. Then and now: use of 16S rdna gene sequencing for bacterial identification and discovery of novel bacteria in clinical microbiology laboratories. Clin Microbiol Infect. 2008;14: /j x. 16. Bruins MJ, Bloembergen P, Ruijs GJ, Wolfhagen MJ. Identification and susceptibility testing of enterobacteriaceae and pseudomonas aeruginosa by direct inoculation from pos-

8 Korean J Clin Lab Sci. Vol. 50, No. 4, December itive BACTEC blood culture bottles into VITEK 2. J Clin Microbiol. 2004;42: Shin KS, Son YI, Kim TD, Hong SB, Park JS, Kim SH, et al. Secular trends of species and antimicrobial resistance of blood isolates in a tertiary medical center for ten years: Biomedical Science Letters. 2014;20: Choi SK, Han MH, Bae CW, Choi YS. A case of paenibacillus-induced sepsis complicated with pneumotocele in a very low birth weight infant. Neonatal Med. 2014;21: Renom F, Gomila M, Garau M, Gallegos M.D.C, Guerrero D, Lalucat J, et al. Respira tory infection by Corynebacterium striatum: epidemiological and clinical determinants. New Micorbes New Infect. 2014;2: Severo CB, Guazzelli LS, Barra MB, Hochhegger B, Severo LC. Multiple pulmonary nodules caused by Corynebacterium striatum in an immunocompetent patient. Rev Inst Med Trop Sao Paulo. 2014;56: Levesque S, Dufresne PJ, Soualhine H, Doming M-C, Bekal S, Lefebvre B, et al. A side by side compariton of Bruker Biotyper and VITEK MS Utility of MALDI-TOF MS technolo gy for microorganism identification in a public health reference laboratory. PLoS ONE. 2015;10:e pone

Microsoft Word - 07-Species Identification of Gram Positive Bacilli Isolated from Blood Cultures Using MALDI-TOF MS System

Microsoft Word - 07-Species Identification of Gram Positive Bacilli Isolated from Blood Cultures Using MALDI-TOF MS System Biomedical Science Letters 2018, 24(2): 108~115 https://doi.org/10.15616/bsl.2018.24.2.108 eissn : 2288-7415 Original Article Availability of MADLDI-TOF MS for Identification of Gram Positive Bacilli Isolated

More information

386-390.hwp

386-390.hwp 386 HANYANG MEDICAL REVIEWS Vol. 29 No. 4, 2009 우리나라 미숙아의 통계와 의료비용 Statistics and Medical Cost of Preterm in Korea 윤혜선 을지대학교 노원을지병원 소아청소년과학교실 Hye Sun Yoon, M.D., Ph.D., Department of Pediatrics, Nowon

More information

012임수진

012임수진 Received : 2012. 11. 27 Reviewed : 2012. 12. 10 Accepted : 2012. 12. 12 A Clinical Study on Effect of Electro-acupuncture Treatment for Low Back Pain and Radicular Pain in Patients Diagnosed with Lumbar

More information

Lumbar spine

Lumbar spine Lumbar spine CT 32 111 DOI : 10.3831/KPI.2010.13.2.111 Lumbar Spine CT 32 Received : 10. 05. 23 Revised : 10. 06. 04 Accepted : 10. 06. 11 Key Words: Disc herniation, CT scan, Clinical analysis The Clinical

More information

( )Kju225.hwp

( )Kju225.hwp 비임균성비뇨생식기감염에서 의진단적효용성 Usefulness of the Mycofast Test (MYCOFAST Evolution 2) for the Diagnosis of Nongonococcal Genitourinary Infections Hang Ro Park, Yang Hyun Kim, Ho Jae Lee, Jea Sang Oh, Hyoung Jin

More information

139~144 ¿À°ø¾àħ

139~144 ¿À°ø¾àħ 2 139 DOI : 10.3831/KPI.2010.13.2.139 2 Received : 10. 04. 08 Revised : 10. 04. 26 Two Case Report on Wrist Ganglion Treated with Scolopendrid Pharmacopuncture Accepted : 10. 05. 04 Key Words: Wrist Ganglion,

More information

untitled

untitled ORIGINAL ARTICLE Korean J Clin Lab Sci. 2017;49(3):279-284 https://doi.org/10.15324/kjcls.2017.49.3.279 pissn 1738-3544 eissn 2288-1662 Korean J Clin Lab Sci. Vol. 49, No. 3, September 2017 279 An Evaluation

More information

1..

1.. Volume 12, Number 1, 6~16, Factors influencing consultation time and waiting time of ambulatory patients in a tertiary teaching hospital Jee-In Hwang College of Nursing Science, Kyung Hee University :

More information

03이경미(237~248)ok

03이경미(237~248)ok The recent (2001-2010) changes on temperature and precipitation related to normals (1971-2000) in Korea* Kyoungmi Lee** Hee-Jeong Baek*** ChunHo Cho**** Won-Tae Kwon*****. 61 (1971~2000) 10 (2001~2010).

More information

<30312DC1A4BAB8C5EBBDC5C7E0C1A4B9D7C1A4C3A52DC1A4BFB5C3B62E687770>

<30312DC1A4BAB8C5EBBDC5C7E0C1A4B9D7C1A4C3A52DC1A4BFB5C3B62E687770> Journal of the Korea Institute of Information and Communication Engineering 한국정보통신학회논문지(J. Korea Inst. Inf. Commun. Eng.) Vol. 19, No. 2 : 258~264 Feb. 2015 ID3 알고리즘 기반의 귀납적 추론을 활용한 모바일 OS의 성공과 실패에 대한

More information

433대지05박창용

433대지05박창용 Recent Changes in Summer Precipitation Characteristics over South Korea Changyong Park* JaYeon Moon** Eun-Jeong Cha*** Won-Tae Yun**** Youngeun Choi***** 1958 2007 6 9 6 9 10 10 10 10 10 Abstract This

More information

03-서연옥.hwp

03-서연옥.hwp 농업생명과학연구 49(4) pp.31-37 Journal of Agriculture & Life Science 49(4) pp.31-37 Print ISSN 1598-5504 Online ISSN 2383-8272 http://dx.doi.org/10.14397/jals.2015.49.4.31 국가산림자원조사 자료를 적용한 충남지역 사유림경영율 추정 서연옥

More information

-, BSF BSF. - BSF BSF ( ),,. BSF -,,,. - BSF, BSF -, rrna, BSF.

-, BSF BSF. - BSF BSF ( ),,. BSF -,,,. - BSF, BSF -, rrna, BSF. 1. 2010 6 1, 2 4 Ⅰ,Ⅱ 2013,, -,. - Human Cell.. -,., Biosand Filter(BSF) - BSF Main Filtering (Biofilm) BSF, BSF ( ),. -, BSF BSF. - BSF BSF ( ),,. BSF -,,,. - BSF,. -. -. -. - 2. BSF -, rrna, BSF. 2. -

More information

untitled

untitled Korean J Clin Microbiol Vol. 14, No. 1, March, 2011 DOI: 10.5145/KJCM.2011.14.1.7 The Value of Serum Procalcitonin Level for Differentiation between Contaminants and Pathogens in Bacteremia Hei Kyung Jin

More information

단신 ISSN 일산병원학술지 2017;16(2): 혈류감염진단을위한신속한검사법비교분석 국민건강보험일산병원진단검사의학과 김영아, 이상선, 손영준 Rapid Diagnostic Tests for Bloodstream Infection Youn

단신 ISSN 일산병원학술지 2017;16(2): 혈류감염진단을위한신속한검사법비교분석 국민건강보험일산병원진단검사의학과 김영아, 이상선, 손영준 Rapid Diagnostic Tests for Bloodstream Infection Youn 단신 ISSN 2093-9272 일산병원학술지 2017;16(2):237-241 혈류감염진단을위한신속한검사법비교분석 국민건강보험일산병원진단검사의학과 김영아, 이상선, 손영준 Rapid Diagnostic Tests for Bloodstream Infection Young Ah Kim, Sang Sun Lee, Young Jun Son Department of

More information

(

( 317 318 319 320 1 3 5 5 5 5 2 321 : 1.,,,,, 06 2. X-ray beam penetration (density) (contrast) 03 3. patch coating, precipitation, flaking 03 4. centering 03 5. Esophagus, cardia, fundus, body, angle, antrum,

More information

K O R E A C E N T E R S F O R D I S E A S E C O N T R O L & P R E V E N T I O N PHWR Vol. 5 No. 41 www.cdc.go.kr/phwr 2012 10 12 5 41 ISSN:2005-811X Comparison of drug-susceptibility test to the anti-tuberculosis

More information

DBPIA-NURIMEDIA

DBPIA-NURIMEDIA Journal of the Korea Institute of Information and Communication Engineering 한국정보통신학회논문지(J. Korea Inst. Inf. Commun. Eng.) Vol. 19, No. 5 : 1031~1039 May. 2015 정보보호 산업의 경제적 파급효과 및 기여도 분석 김방룡 1 홍재표 2* Economic

More information

untitled

untitled 대한수혈학회지:제권 제호, 0 한 대학병원의 혈액 폐기 분석 김병철ㆍ서영익ㆍ채금란ㆍ신정원ㆍ최태윤 = Abstract = 순천향대학교 의과대학 서울병원 진단검사의학교실 Analysis of Discarded Blood Components at a University Hospital in Korea Byung Chul Kim, Young Ik Seo, Gum Ran

More information

03-ÀÌÁ¦Çö

03-ÀÌÁ¦Çö 25 3 (2004 9 ) J Korean Oriental Med 2004;25(3):20-31 1), 2), 3) 1) 2) 3) Grope for a Summary Program about Intellectual Property Protection of Traditional Knowledge (TK)etc. Discussed in WIPO Hwan-Soo

More information

THE JOURNAL OF KOREAN INSTITUTE OF ELECTROMAGNETIC ENGINEERING AND SCIENCE. vol. 29, no. 10, Oct ,,. 0.5 %.., cm mm FR4 (ε r =4.4)

THE JOURNAL OF KOREAN INSTITUTE OF ELECTROMAGNETIC ENGINEERING AND SCIENCE. vol. 29, no. 10, Oct ,,. 0.5 %.., cm mm FR4 (ε r =4.4) THE JOURNAL OF KOREAN INSTITUTE OF ELECTROMAGNETIC ENGINEERING AND SCIENCE. 2018 Oct.; 29(10), 799 804. http://dx.doi.org/10.5515/kjkiees.2018.29.10.799 ISSN 1226-3133 (Print) ISSN 2288-226X (Online) Method

More information

DBPIA-NURIMEDIA

DBPIA-NURIMEDIA The e-business Studies Volume 17, Number 4, August, 30, 2016:319~332 Received: 2016/07/28, Accepted: 2016/08/28 Revised: 2016/08/27, Published: 2016/08/30 [ABSTRACT] This paper examined what determina

More information

1607 - 1 - - 2 - - 3 - 그림 1-4 - - 5 - 그림 3 농도에따른댓잎추출액의항세균효과 - 6 - 그림 4 한천확산법 그림 5 배지에균뿌리는과정 그림 6 배지에균스프레딩하는과정 표 1 실험에사용한미생물의종류와배양에사용한배지 Bacterial Strain Gram (+) bacteria Rothia dentocariosa G1201 Streptococcus

More information

THE JOURNAL OF KOREAN INSTITUTE OF ELECTROMAGNETIC ENGINEERING AND SCIENCE Nov.; 26(11),

THE JOURNAL OF KOREAN INSTITUTE OF ELECTROMAGNETIC ENGINEERING AND SCIENCE Nov.; 26(11), THE JOURNAL OF KOREAN INSTITUTE OF ELECTROMAGNETIC ENGINEERING AND SCIENCE. 2015 Nov.; 26(11), 985991. http://dx.doi.org/10.5515/kjkiees.2015.26.11.985 ISSN 1226-3133 (Print)ISSN 2288-226X (Online) Analysis

More information

14.531~539(08-037).fm

14.531~539(08-037).fm G Journal of the Korea Concrete Institute Vol. 20, No. 4, pp. 531~539, August, 2008 š x y w m š gj p { sƒ z 1) * 1) w w Evaluation of Flexural Strength for Normal and High Strength Concrete with Hooked

More information

원저 Lab Med Online Vol. 6, No. 1: 36-40, January 임상미생물학 혈액배양검체접종을위한 Previ Isola 시스템과수기법의비교평가 Evaluation

원저 Lab Med Online Vol. 6, No. 1: 36-40, January 임상미생물학 혈액배양검체접종을위한 Previ Isola 시스템과수기법의비교평가 Evaluation 원저 Lab Med Online Vol. 6, No. 1: 36-40, January 2016 임상미생물학 혈액배양검체접종을위한 Previ Isola 시스템과수기법의비교평가 Evaluation of Automated Specimen Inoculation for Blood Culture Samples by Use of the Previ Isola System

More information

Kor. J. Aesthet. Cosmetol., 및 자아존중감과 스트레스와도 밀접한 관계가 있고, 만족 정도 에 따라 전반적인 생활에도 영향을 미치므로 신체는 갈수록 개 인적, 사회적 차원에서 중요해지고 있다(안희진, 2010). 따라서 외모만족도는 개인의 신체는 타

Kor. J. Aesthet. Cosmetol., 및 자아존중감과 스트레스와도 밀접한 관계가 있고, 만족 정도 에 따라 전반적인 생활에도 영향을 미치므로 신체는 갈수록 개 인적, 사회적 차원에서 중요해지고 있다(안희진, 2010). 따라서 외모만족도는 개인의 신체는 타 RESEARCH ARTICLE Kor. J. Aesthet. Cosmetol., 20-40대 여성의 외모만족도가 미용관리태도에 미치는 영향 홍수남 1, 김효숙 2 * 1 건국대학교 뷰티사이언스디자인학과, 2 건국대학교 의상디자인과 Effects of Extrinsic Body Satisfaction on Beauty Management Behavior of

More information

DBPIA-NURIMEDIA

DBPIA-NURIMEDIA The e-business Studies Volume 17, Number 6, December, 30, 2016:275~289 Received: 2016/12/02, Accepted: 2016/12/22 Revised: 2016/12/20, Published: 2016/12/30 [ABSTRACT] SNS is used in various fields. Although

More information

Analyses the Contents of Points per a Game and the Difference among Weight Categories after the Revision of Greco-Roman Style Wrestling Rules Han-bong

Analyses the Contents of Points per a Game and the Difference among Weight Categories after the Revision of Greco-Roman Style Wrestling Rules Han-bong Analyses the Contents of Points per a Game and the Difference among Weight Categories after the Revision of Greco-Roman Style Wrestling Rules Han-bong An 1 & Kyoo-jeong Choi 2 * 1 Korea National Wrestling

More information

..........5-45..

..........5-45.. K O R E A C E N T E R S F O R D I S E A S E C O N T R O L & P R E V E N T I O N PHWR Vol. 5 No. 45 www.cdc.go.kr 2012 11 9 5 45 ISSN:2005-811X Monitoring of antimicrobial resistance on non-tertiary hospitals

More information

<283732372D3733312920B4D9C3CAC1A120BCD2C7C1C6AEC4DCC5C3C6AEB7BBC1EEC0C720B3EBBEC8C0C720BDC3B7C2BAB8C1A4BFA120B4EBC7D120C0AFBFEBBCBA20C6F2B0A1283035292E687770>

<283732372D3733312920B4D9C3CAC1A120BCD2C7C1C6AEC4DCC5C3C6AEB7BBC1EEC0C720B3EBBEC8C0C720BDC3B7C2BAB8C1A4BFA120B4EBC7D120C0AFBFEBBCBA20C6F2B0A1283035292E687770> 대한안과학회지 제 49 권 제 5 호 2008 J Korean Ophthalmol Soc 49(5):727-731, 2008 DOI : 10.3341/jkos.2008.49.5.727 다초점 소프트콘택트렌즈의 노안의 시력보정에 대한 유용성 평가 김현경 1 김효명 2 정성근 1 가톨릭대학교 의과대학 성모병원 안과학교실 1, 고려대학교 의과대학 안암병원 안과학교실

More information

2 1896 2 26 ( ) 2 7-20 2) 1897 1898 ( )3) 6 1902 8 1904 10 10 (19 05-1914 ) ( ) ( ) 4) 1915 ( ) ( ) 1917 2) 3) 4) 285

2 1896 2 26 ( ) 2 7-20 2) 1897 1898 ( )3) 6 1902 8 1904 10 10 (19 05-1914 ) ( ) ( ) 4) 1915 ( ) ( ) 1917 2) 3) 4) 285 13 2 ( 25 ) 2004 12 Korean J Med Hist 13 284 296 Dec 2004 ISSN 1225 505X 1) * ** ** 1 1920 1930 40 ( 1896-1973) 80 * ** 1) 2003 284 2 1896 2 26 ( ) 2 7-20 2) 1897 1898 ( )3) 6 1902 8 1904 10 10 (19 05-1914

More information

03(12-65)p fm

03(12-65)p fm 한국임상약학회지제 23 권제 1 호 Kor. J. Clin. Pharm., Vol. 23, No. 1. 2013 화상감염소아환자에서분리된주요균종에대한항생제의내성률 강주연 신혜순 * 덕성여자대학교약학대학 (2012 년 12 월 28 일접수 2013 년 3 월 2 일수정 2013 년 3 월 4 일승인 ) Antimicrobial Resistance of Clinically

More information

THE JOURNAL OF KOREAN INSTITUTE OF ELECTROMAGNETIC ENGINEERING AND SCIENCE Mar.; 28(3),

THE JOURNAL OF KOREAN INSTITUTE OF ELECTROMAGNETIC ENGINEERING AND SCIENCE Mar.; 28(3), THE JOURNAL OF KOREAN INSTITUTE OF ELECTROMAGNETIC ENGINEERING AND SCIENCE. 2017 Mar.; 28(3), 163 169. http://dx.doi.org/10.5515/kjkiees.2017.28.3.163 ISSN 1226-3133 (Print) ISSN 2288-226X (Online) PCB

More information

<35335FBCDBC7D1C1A42DB8E2B8AEBDBAC5CDC0C720C0FCB1E2C0FB20C6AFBCBA20BAD0BCAE2E687770>

<35335FBCDBC7D1C1A42DB8E2B8AEBDBAC5CDC0C720C0FCB1E2C0FB20C6AFBCBA20BAD0BCAE2E687770> Journal of the Korea Academia-Industrial cooperation Society Vol. 15, No. 2 pp. 1051-1058, 2014 http://dx.doi.org/10.5762/kais.2014.15.2.1051 멤리스터의 전기적 특성 분석을 위한 PSPICE 회로 해석 김부강 1, 박호종 2, 박용수 3, 송한정 1*

More information

Can032.hwp

Can032.hwp Chromosomal Alterations in Hepatocellular Carcinoma Cell Lines Detected by Comparative Genomic Hybridization Sang Jin Park 1, Mahn Joon Ha, Ph.D. 1, Hugh Chul Kim, M.D. 2 and Hyon Ju Kim, M.D. 1 1 Laboratory

More information

878 Yu Kim, Dongjae Kim 지막 용량수준까지도 멈춤 규칙이 만족되지 않아 시행이 종료되지 않는 경우에는 MTD의 추정이 불가 능하다는 단점이 있다. 최근 이 SM방법의 단점을 보완하기 위해 O Quigley 등 (1990)이 제안한 CRM(Continu

878 Yu Kim, Dongjae Kim 지막 용량수준까지도 멈춤 규칙이 만족되지 않아 시행이 종료되지 않는 경우에는 MTD의 추정이 불가 능하다는 단점이 있다. 최근 이 SM방법의 단점을 보완하기 위해 O Quigley 등 (1990)이 제안한 CRM(Continu 한 국 통 계 학 회 논 문 집 2012, 19권, 6호, 877 884 DOI: http://dx.doi.org/10.5351/ckss.2012.19.6.877 Maximum Tolerated Dose Estimation Applied Biased Coin Design in a Phase Ⅰ Clinical Trial Yu Kim a, Dongjae Kim

More information

인문사회과학기술융합학회

인문사회과학기술융합학회 Vol.5, No.5, October (2015), pp.471-479 http://dx.doi.org/10.14257/ajmahs.2015.10.50 스마트온실을 위한 가상 외부기상측정시스템 개발 한새론 1), 이재수 2), 홍영기 3), 김국환 4), 김성기 5), 김상철 6) Development of Virtual Ambient Weather Measurement

More information

미생물분류는형태적특징, 생리 생화학적성질과상태, 화학분류학적성질과상태등을이용하여구분하는것이일반적이지만, 이와같은방법을이용하면많은시간을필요로한다. 또한분류가힘든경우나, 정확하지못한결과를얻는경우도있다. 최근미생물분류에도분자생물학적인방법을이용하여, 미생물이가지고있는 DNA를

미생물분류는형태적특징, 생리 생화학적성질과상태, 화학분류학적성질과상태등을이용하여구분하는것이일반적이지만, 이와같은방법을이용하면많은시간을필요로한다. 또한분류가힘든경우나, 정확하지못한결과를얻는경우도있다. 최근미생물분류에도분자생물학적인방법을이용하여, 미생물이가지고있는 DNA를 Code RR180A - 연구용 - Bacterial 16S rdna PCR Kit 사용설명서 v201011da 미생물분류는형태적특징, 생리 생화학적성질과상태, 화학분류학적성질과상태등을이용하여구분하는것이일반적이지만, 이와같은방법을이용하면많은시간을필요로한다. 또한분류가힘든경우나, 정확하지못한결과를얻는경우도있다. 최근미생물분류에도분자생물학적인방법을이용하여, 미생물이가지고있는

More information

歯1.PDF

歯1.PDF 200176 .,.,.,. 5... 1/2. /. / 2. . 293.33 (54.32%), 65.54(12.13%), / 53.80(9.96%), 25.60(4.74%), 5.22(0.97%). / 3 S (1997)14.59% (1971) 10%, (1977).5%~11.5%, (1986)

More information

Analysis of objective and error source of ski technical championship Jin Su Seok 1, Seoung ki Kang 1 *, Jae Hyung Lee 1, & Won Il Son 2 1 yong in Univ

Analysis of objective and error source of ski technical championship Jin Su Seok 1, Seoung ki Kang 1 *, Jae Hyung Lee 1, & Won Il Son 2 1 yong in Univ Analysis of objective and error source of ski technical championship Jin Su Seok 1, Seoung ki Kang 1 *, Jae Hyung Lee 1, & Won Il Son 2 1 yong in University & 2 Kang Won University [Purpose] [Methods]

More information

달생산이 초산모 분만시간에 미치는 영향 Ⅰ. 서 론 Ⅱ. 연구대상 및 방법 達 은 23) 의 丹 溪 에 최초로 기 재된 처방으로, 에 복용하면 한 다하여 난산의 예방과 및, 등에 널리 활용되어 왔다. 達 은 이 毒 하고 는 甘 苦 하여 氣, 氣 寬,, 結 의 효능이 있

달생산이 초산모 분만시간에 미치는 영향 Ⅰ. 서 론 Ⅱ. 연구대상 및 방법 達 은 23) 의 丹 溪 에 최초로 기 재된 처방으로, 에 복용하면 한 다하여 난산의 예방과 및, 등에 널리 활용되어 왔다. 達 은 이 毒 하고 는 甘 苦 하여 氣, 氣 寬,, 結 의 효능이 있 대한한방부인과학회지 THE JOURNAL OF ORIENTAL OBSTETRICS & GYNECOLOGY VOL.17, NO.2 : 115-122 (2004) 달생산이 초산모 분만시간에 미치는 영향 * 북경한의원, ** 윤산부인과의원, *** 최은림산부인과의원, 상지대학교 한의과대학 부인과학교실 ****, 경희대학교 동서의학대학원 김성준 *****, 윤왕준

More information

untitled

untitled Korean J Clin Microbiol Vol. 12, No. 2, June, 2009 Central Venous Catheter-Related Microbacterium Bacteremia Identified by 16S ribosomal RNA Gene Sequencing Chang-Jin Moon, Jong-Hee Shin, Eun-Sun Jeong,

More information

Journal of Educational Innovation Research 2017, Vol. 27, No. 2, pp DOI: : Researc

Journal of Educational Innovation Research 2017, Vol. 27, No. 2, pp DOI:   : Researc Journal of Educational Innovation Research 2017, Vol. 27, No. 2, pp.251-273 DOI: http://dx.doi.org/10.21024/pnuedi.27.2.201706.251 : 1997 2005 Research Trend Analysis on the Korean Alternative Education

More information

원저 Lab Med Online Vol. 6, No. 4: , October 임상미생물학 임상미생물검사실업무효율증대를위한협진활용분석 Changing Guidelines f

원저 Lab Med Online Vol. 6, No. 4: , October 임상미생물학 임상미생물검사실업무효율증대를위한협진활용분석 Changing Guidelines f 원저 Lab Med Online Vol. 6, No. 4: 228-232, October 16 임상미생물학 임상미생물검사실업무효율증대를위한협진활용분석 Changing Guidelines for Clinical Microbiology Laboratories and Their Influences on Workflows Related to Consultations

More information

°ø±â¾Ð±â±â

°ø±â¾Ð±â±â 20, 30, 40 20, 30, 40 1 2 3 4 5 6 7 8 9 10 3.1 6.3 9.4 12.6 15.7 18.8 22.0 25.1 28.3 31.4 2.4 4.7 7.1 9.4 11.8 14.1 16.5 18.8 21.2 23.6 7.1 14.1 21.2 28.3 35.3 42.4 49.5 56.5 63.6 70.7 5.9 11.9 17.8 23.7

More information

KIM Sook Young : Lee Jungsook, a Korean Independence Activist and a Nurse during the 이며 나름 의식이 깨어있던 지식인들이라 할 수 있을 것이다. 교육을 받은 간 호부들은 환자를 돌보는 그들의 직업적 소

KIM Sook Young : Lee Jungsook, a Korean Independence Activist and a Nurse during the 이며 나름 의식이 깨어있던 지식인들이라 할 수 있을 것이다. 교육을 받은 간 호부들은 환자를 돌보는 그들의 직업적 소 1 의사학 제24권 제1호(통권 제49호) 2015년 4월 Korean J Med Hist 24 ː1-34 Apr 2015 c대한의사학회 http://dx.doi.org/10.13081/kjmh.2015.24.1 pissn 1225-505X, eissn 2093-5609 간호부 이정숙의 독립운동 김숙영* 1. 서론 2. 본론 1) 출생에서 정신여학교 수학시절까지

More information

09권오설_ok.hwp

09권오설_ok.hwp (JBE Vol. 19, No. 5, September 2014) (Regular Paper) 19 5, 2014 9 (JBE Vol. 19, No. 5, September 2014) http://dx.doi.org/10.5909/jbe.2014.19.5.656 ISSN 2287-9137 (Online) ISSN 1226-7953 (Print) a) Reduction

More information

THE JOURNAL OF KOREAN INSTITUTE OF ELECTROMAGNETIC ENGINEERING AND SCIENCE Dec.; 27(12),

THE JOURNAL OF KOREAN INSTITUTE OF ELECTROMAGNETIC ENGINEERING AND SCIENCE Dec.; 27(12), THE JOURNAL OF KOREAN INSTITUTE OF ELECTROMAGNETIC ENGINEERING AND SCIENCE. 2016 Dec.; 27(12), 1036 1043. http://dx.doi.org/10.5515/kjkiees.2016.27.12.1036 ISSN 1226-3133 (Print) ISSN 2288-226X (Online)

More information

untitled

untitled ORIGINAL ARTICLE Korean J Clin Lab Sci. Vol. 45, No. 1, Mar. 2013 21 Korean J Clin Lab Sci. 2013, 45(1):21-25 ISSN 1738-3544 Errors of Antibiotic Susceptibility Testing from Automated and Manual Systems

More information

강정옥(원저).indd

강정옥(원저).indd Original Article DOI: 10.3947/ic.2011.43.3.240 Infect Chemother 2011;43(3):240-244 pissn 2093-2340 eissn 2092-6448 Infection & Chemotherapy 중심정맥도관관련혈류감염의신속한진단을위한실시간다중핵산증폭검사의유용성평가 김봉영 1* 박세우 1* 김태형 1 김지은

More information

untitled

untitled 3. 농업환경연구과 과제구분 기본연구 수행시기 전반기 연구과제 및 세부과제 수행 기간 소 속 책임자 농가에 적합한 부식성곤충 대량 사육기술 개발 12~ 13 농업환경연구과 곤충팀 이영혜 1) 부식성 곤충 먹이 제조 기술 개발 12~ 13 농업환경연구과 곤충팀 이영혜 색인용어 부식성곤충, 장수풍뎅이, 계통, 먹이제조 ABSTRACT In first check,

More information

- 3 - 1 10. 10. 12 1. 12 2. 12. 13 2 14 2.1 14 2.2 17 2.3 18 2.4 19 2.5 21 (1) 21 (2) DNA 23 (3) 24 (4) 16S rrna 25 (5) (Polymerase chain reaction, PCR) 26 (6) PCR Primer 27 2.6 28. / 28-4 - (1) Bioaerosol

More information

04_이근원_21~27.hwp

04_이근원_21~27.hwp 1) KIGAS Vol. 16, No. 5, pp 21~27, 2012 (Journal of the Korean Institute of Gas) http://dx.doi.org/10.7842/kigas.2012.16.5.21 실험실의 사례 분석에 관한 연구 이근원 이정석 한국산업안전보건공단 산업안전보건연구원 (2012년 9월 5일 투고, 2012년 10월 19일

More information

부속

부속 04 Definitions of terminology in neonatal, infant, and perinatal epidemiology.,. (perinatal period),,,, (morbidity) (mortality).,,,.,,,.,., 2. (World Health Organization, WHO) International Statistical

More information

주간건강과질병 제 12 권제 16 호 연구단신, Brief report 년국내표본감시기관의료관련감염병 ( 항생제내성균 6 종 ) 발생현황 질병관리본부감염병관리센터의료감염관리과이승재, 이은주, 박현정, 이상은, 김성남, 이형민 * * 교신저자 : s

주간건강과질병 제 12 권제 16 호 연구단신, Brief report 년국내표본감시기관의료관련감염병 ( 항생제내성균 6 종 ) 발생현황 질병관리본부감염병관리센터의료감염관리과이승재, 이은주, 박현정, 이상은, 김성남, 이형민 * * 교신저자 : s 연구단신, Brief report 2 2013 2017 년국내표본감시기관의료관련감염병 ( 항생제내성균 6 종 ) 발생현황 질병관리본부감염병관리센터의료감염관리과이승재, 이은주, 박현정, 이상은, 김성남, 이형민 * * 교신저자 : sea2sky@korea.kr, 043-719-7580 Results of healthcare-associated infection

More information

°Ç°�°úÁúº´5-44È£ÃÖÁ¾

°Ç°�°úÁúº´5-44È£ÃÖÁ¾ K O R E A C E N T E R S F O R D I S E A S E C O N T R O L & P R E V E N T I O N PHWR Vol. 5 No. 44 www.cdc.go.kr/phwr 2012 11 2 5 44 ISSN:2005-811X Vector surveillance after elimination of lymphatic filariasis

More information

ORIGINAL ARTICLE Discordance in Colistin Susceptibility Test for Acinetobacter baumannii Showing Resist

ORIGINAL ARTICLE   Discordance in Colistin Susceptibility Test for Acinetobacter baumannii Showing Resist ORIGINAL ARTICLE http://dx.doi.org/10.15263/jlmqa.2015.37.4.209 Discordance in Colistin Susceptibility Test for Acinetobacter baumannii Showing Resistance: MicroScan versus Etest Goeun Kang, Hyun Soo Kim,

More information

DBPIA-NURIMEDIA

DBPIA-NURIMEDIA The e-business Studies Volume 17, Number 6, December, 30, 2016:237~251 Received: 2016/11/20, Accepted: 2016/12/24 Revised: 2016/12/21, Published: 2016/12/30 [ABSTRACT] Recently, there is an increasing

More information

54 한국교육문제연구제 27 권 2 호, I. 1.,,,,,,, (, 1998). 14.2% 16.2% (, ), OECD (, ) % (, )., 2, 3. 3

54 한국교육문제연구제 27 권 2 호, I. 1.,,,,,,, (, 1998). 14.2% 16.2% (, ), OECD (, ) % (, )., 2, 3. 3 27 2, 53-70, 2009. (Nursing Home) * ** (Nursing Home). 5 50 5 2 1,,,,, SPSS t.,,,,,,,. :,, : 2009/08/27 : 2009/09/24 : 2009/09/30 * ** (: hjkim@daelim.ac.kr) 54 한국교육문제연구제 27 권 2 호, 2009. I. 1.,,,,,,, (,

More information

Kor. J. Aesthet. Cosmetol., 라이프스타일은 개인 생활에 있어 심리적 문화적 사회적 모든 측면의 생활방식과 차이 전체를 말한다. 이러한 라이프스 타일은 사람의 내재된 가치관이나 욕구, 행동 변화를 파악하여 소비행동과 심리를 추측할 수 있고, 개인의

Kor. J. Aesthet. Cosmetol., 라이프스타일은 개인 생활에 있어 심리적 문화적 사회적 모든 측면의 생활방식과 차이 전체를 말한다. 이러한 라이프스 타일은 사람의 내재된 가치관이나 욕구, 행동 변화를 파악하여 소비행동과 심리를 추측할 수 있고, 개인의 RESEARCH ARTICLE Kor. J. Aesthet. Cosmetol., 한국 중년 여성의 라이프스타일이 메이크업 추구이미지와 화장품 구매행동에 미치는 영향 주영주 1 *, 이순희 2 1 서경대학교대학원미용예술학과, 2 신성대학교 미용예술계열 The Effects of The Life Style for Korean Middle Aged Women on

More information

A 617

A 617 Special Issue Diabetic Retinopathy Won Ki Lee, M.D. Department of Ophthalmology The Catholic University of Korea College of Medicine Kangnam St. Mary s Hospital E mail : wklee@catholic.ac.kr Abstract R

More information

THE JOURNAL OF KOREAN INSTITUTE OF ELECTROMAGNETIC ENGINEERING AND SCIENCE Jun.; 27(6),

THE JOURNAL OF KOREAN INSTITUTE OF ELECTROMAGNETIC ENGINEERING AND SCIENCE Jun.; 27(6), THE JOURNAL OF KOREAN INSTITUTE OF ELECTROMAGNETIC ENGINEERING AND SCIENCE. 2016 Jun.; 27(6), 495 503. http://dx.doi.org/10.5515/kjkiees.2016.27.6.495 ISSN 1226-3133 (Print) ISSN 2288-226X (Online) Design

More information

THE JOURNAL OF KOREAN INSTITUTE OF ELECTROMAGNETIC ENGINEERING AND SCIENCE Sep.; 30(9),

THE JOURNAL OF KOREAN INSTITUTE OF ELECTROMAGNETIC ENGINEERING AND SCIENCE Sep.; 30(9), THE JOURNAL OF KOREAN INSTITUTE OF ELECTROMAGNETIC ENGINEERING AND SCIENCE. 2019 Sep.; 30(9), 712 717. http://dx.doi.org/10.5515/kjkiees.2019.30.9.712 ISSN 1226-3133 (Print) ISSN 2288-226X (Online) MOS

More information

???? 1

???? 1 The Korean Journal of Applied Statistics (2014) 27(1), 13 20 DOI: http://dx.doi.org/10.5351/kjas.2014.27.1.013 Maximum Tolerated Dose Estimation by Stopping Rule and SM3 Design in a Phase I Clinical Trial

More information

1

1 - MEDIC (MEDical Intelligent wheelchair ) MedicalIntelligent, Wheelchair MEDIC. MEDIC LG Global Challenger 2003 - 1. 3 2. 4 2.1 4 (1) 4 (2) 5 2.2 6 (1) 6 (2) 6 (3) 7 3. 8 3.1 8 3.2 10 3.3 11 4. 12 4.1

More information

141(26) 20056 1930 19 () ( ( ) () () () ) 2) 1932 ()()3) 2 1) 1897519( ) ( ) () () () 4) ( ) 5) 6) 15-20 7) 191216 2) ( ) () 42 () 193111 12 1933 4 3)

141(26) 20056 1930 19 () ( ( ) () () () ) 2) 1932 ()()3) 2 1) 1897519( ) ( ) () () () 4) ( ) 5) 6) 15-20 7) 191216 2) ( ) () 42 () 193111 12 1933 4 3) 141(26) 20056 Korean J Med Hist 14131 Jun 2005 ISSN 1225505X ( 1897-1982) * ** 1 ( 1897-1982) ( ) 1) 3 1 ( ) 1930 1930 1930 * () ** 1) ( 2000 p 13-15) 1 141(26) 20056 1930 19 () ( ( ) () () () ) 2) 1932

More information

untitled

untitled Ann Clin Microbiol Vol. 19, No. 4, December, 2016 https://doi.org/10.5145/acm.2016.19.4.110 pissn 2288-0585 eissn 2288-6850 Taxonomic Identification of Bacillus Species Using Matrix-Assisted Laser Desorption/Ionization-Time

More information

°Ç°�°úÁúº´6-2È£

°Ç°�°úÁúº´6-2È£ K O R E A C E N T E R S F O R D I S E A S E C O N T R O L & P R E V E N T I O N PHWR Vol. 6 No. 2 www.cdc.go.kr 2013 1 11 6 2 ISSN:2005-811X Flavivirus surveillance in mosquitoes collected from the quarantine

More information

PDFCoTemp.HWP

PDFCoTemp.HWP 국립수의과학검역원 고시 제2010-2호 축산물가공처리법 제4조제2항의 규정에 의거 축산물의가공기준및성분규격을 다음과 같이 개정 고시합니다. 2010년 4월 7일 국립수의과학검역원장 축 산 물 의가 공 기 준 및 성 분 규 격 제1조(목적) 이 고시는 축산물가공처리법(이하 법 이라 한다) 제4조제2항의 규정에 의하여 축산물의 가공기준 및 성분규격을 규정함으로써

More information

12이문규

12이문규 Review on Conservative Treatment of Spinal Scoliosis Moon-kyu Lee, O.M.D., Gil-jae Lee, O.M.D., Yun-kyung Song, O.M.D., Hyung-ho Lim, O.M.D. Dept. of Oriental Rehabilitation Medicine College of Oriental

More information

자기공명영상장치(MRI) 자장세기에 따른 MRI 품질관리 영상검사의 개별항목점수 실태조사 A B Fig. 1. High-contrast spatial resolution in phantom test. A. Slice 1 with three sets of hole arr

자기공명영상장치(MRI) 자장세기에 따른 MRI 품질관리 영상검사의 개별항목점수 실태조사 A B Fig. 1. High-contrast spatial resolution in phantom test. A. Slice 1 with three sets of hole arr Original Article pissn 1738-2637 J Korean Soc Radiol 2012;67(2):129-134 The Survey of Magnetic Resonance Imaging Quality according to in Korea 1 자기공명영상장치(MRI) 자장세기에 따른 MRI 품질관리 영상검사의 개별항목점수 실태조사 1 Hyun-Hae

More information

ECG & EP CASES Young-Keun On, MD, PhD Division of Cardiology, Department of Medicine Cardiac & Vascular Center, Samsung Medical Center Sungkyunkwan University School of Medicine, Seoul, Korea A case of

More information

Æ÷Àå82š

Æ÷Àå82š Lee, Kyungbae (E-mail : kblee6078@ex.co.kr) Lee, Jaehoon (E-mail : ranian74@ex.co.kr) Sohn, Duecksu (E-mail : mgsds@ex.co.kr) Kwon, Soonmin (E-mail : soonmini2@ex.co.kr) ABSTRACT PURPOSES : The purpose

More information

<30312DC1A4BAB8C5EBBDC5C7E0C1A420B9D720C1A4C3A52DBDC5C1F82E687770>

<30312DC1A4BAB8C5EBBDC5C7E0C1A420B9D720C1A4C3A52DBDC5C1F82E687770> Journal of the Korea Institute of Information and Communication Engineering 한국정보통신학회논문지(J. Korea Inst. Inf. Commun. Eng.) Vol. 19, No. 3 : 493~499 Mar. 2015 이동통신정책의 공공선택 분석 신진 * The Public Choice Analysis

More information

<30345F283439372D353034295F313135375FC0CCB5BFC8F15FB5B5B7CEC5CDB3CEC0C720B0BBB1B8BACE20B0E6B0FCBCB3B0E8B0A120C5CDB3CE20B3BBBACEC1B6B8ED2E687770>

<30345F283439372D353034295F313135375FC0CCB5BFC8F15FB5B5B7CEC5CDB3CEC0C720B0BBB1B8BACE20B0E6B0FCBCB3B0E8B0A120C5CDB3CE20B3BBBACEC1B6B8ED2E687770> J of Korean Tunn Undergr Sp Assoc 15(5)497-504(2013) eissn: 2287-4747 http://dx.doi.org/10.9711/ktaj.2013.15.5.497 pissn: 2233-8292 도로터널의 갱구부 경관설계가 터널 내부조명에 미치는 영향에 관한 연구 이미애 1 ㆍ이동희 2 * 1 아이라이트 대표이사 2

More information

- iii - - i - - ii - - iii - 국문요약 종합병원남자간호사가지각하는조직공정성 사회정체성과 조직시민행동과의관계 - iv - - v - - 1 - - 2 - - 3 - - 4 - - 5 - - 6 - - 7 - - 8 - - 9 - - 10 - - 11 - - 12 - - 13 - - 14 - α α α α - 15 - α α α α α α

More information

975_983 특집-한규철, 정원호

975_983 특집-한규철, 정원호 Focused Issue of This Month Gyu Cheol an, MD Department of Otolaryngology ead & Neck Surgery, Gachon University of College Medicine E - mail : han@gilhospital.com Won-o Jung, MD Department of Otolaryngology

More information

09È«¼®¿µ 5~152s

09È«¼®¿µ5~152s Korean Journal of Remote Sensing, Vol.23, No.2, 2007, pp.45~52 Measurement of Backscattering Coefficients of Rice Canopy Using a Ground Polarimetric Scatterometer System Suk-Young Hong*, Jin-Young Hong**,

More information

서론 34 2

서론 34 2 34 2 Journal of the Korean Society of Health Information and Health Statistics Volume 34, Number 2, 2009, pp. 165 176 165 진은희 A Study on Health related Action Rates of Dietary Guidelines and Pattern of

More information

untitled

untitled Ann Clin Microbiol Vol. 18, No. 1, March, 2015 http://dx.doi.org/10.5145/acm.2015.18.1.20 pissn 2288-0585 eissn 2288-6850 Comparison of the Vitek 2, API 20A, and 16s rrna Gene Sequencing for the Identification

More information

Journal of Educational Innovation Research 2017, Vol. 27, No. 2, pp DOI: * Review of Research

Journal of Educational Innovation Research 2017, Vol. 27, No. 2, pp DOI:   * Review of Research Journal of Educational Innovation Research 2017, Vol. 27, No. 2, pp.79-102 DOI: http://dx.doi.org/10.21024/pnuedi.27.2.201706.79 * Review of Research Trends on Curriculum for Students with Severe and multiple

More information

Æ÷Àå½Ã¼³94š

Æ÷Àå½Ã¼³94š Cho, Mun Jin (E-mail: mjcho@ex.co.kr) ABSTRACT PURPOSES : The performance of tack coat, commonly used for layer interface bonding, is affected by application rate and curing time. In this study, bonding

More information

Journal of Educational Innovation Research 2017, Vol. 27, No. 3, pp DOI: (NCS) Method of Con

Journal of Educational Innovation Research 2017, Vol. 27, No. 3, pp DOI:   (NCS) Method of Con Journal of Educational Innovation Research 2017, Vol. 27, No. 3, pp.181-212 DOI: http://dx.doi.org/10.21024/pnuedi.27.3.201709.181 (NCS) Method of Constructing and Using the Differentiated National Competency

More information

Study on the Improvement of Management System through Analysis of golf semi- market: Focus on Physical Education Facility Act Ji-Myung Jung 1, Ju-Ho Park 2 *, & Youngdae Lee 3 1 Korea Institute of Sport

More information

DBPIA-NURIMEDIA

DBPIA-NURIMEDIA The e-business Studies Volume 17, Number 6, December, 30, 2016:3~20 Received: 2016/12/04, Accepted: 2016/12/27 Revised: 2016/12/27, Published: 2016/12/30 [ABSTRACT] This study aims to comprehensively analyze

More information

Microsoft Word - 03-황규잠

Microsoft Word - 03-황규잠 Journal of Bacteriology and Virology 2016. Vol. 46, No. 4 p.201 212 http://dx.doi.org/10.4167/jbv.2016.46.4.201 Original Article Resource Development and Investigation of Novel Species from Unidentified

More information

Journal of Educational Innovation Research 2017, Vol. 27, No. 4, pp DOI: * A Study on Teache

Journal of Educational Innovation Research 2017, Vol. 27, No. 4, pp DOI:   * A Study on Teache Journal of Educational Innovation Research 2017, Vol. 27, No. 4, pp.149-171 DOI: http://dx.doi.org/10.21024/pnuedi.27.4.201712.149 * A Study on Teachers and Parents Perceptions on the Introduction of Innovational

More information

Research subject change trend analysis of Journal of Educational Information and Media Studies : Network text analysis of the last 20 years * The obje

Research subject change trend analysis of Journal of Educational Information and Media Studies : Network text analysis of the last 20 years * The obje Research subject change trend analysis of Journal of Educational Information and Media Studies : Network text analysis of the last 20 years * The objectives of this study are analyzing research trends

More information

. 45 1,258 ( 601, 657; 1,111, 147). Cronbach α=.67.95, 95.1%, Kappa.95.,,,,,,.,...,.,,,,.,,,,,.. :,, ( )

. 45 1,258 ( 601, 657; 1,111, 147). Cronbach α=.67.95, 95.1%, Kappa.95.,,,,,,.,...,.,,,,.,,,,,.. :,, ( ) . 45 1,258 ( 601, 657; 1,111, 147). Cronbach α=.67.95, 95.1%, Kappa.95.,,,,,,.,...,.,,,,.,,,,,.. :,, (402-751) 253 E-mail : yspark@inha.ac.kr ,. (, 2011),, 1980 5 49.9%, 4 (20.3%). 1985, 5 (39.0%), 4 (25.3%).

More information

- i - - ii - - iii - - iv - - v - - vi - - 1 - - 2 - - 3 - 1) 통계청고시제 2010-150 호 (2010.7.6 개정, 2011.1.1 시행 ) - 4 - 요양급여의적용기준및방법에관한세부사항에따른골밀도검사기준 (2007 년 11 월 1 일시행 ) - 5 - - 6 - - 7 - - 8 - - 9 - - 10 -

More information

< FB5B5BAF1B6F32C20B8F1C2F D34292E687770>

< FB5B5BAF1B6F32C20B8F1C2F D34292E687770> Case Report J Sasang Constitut Med 2014;26(4):379-388 http://dx.doi.org/10.7730/jscm.2014.26.4.379 Abstract A Case Study of Soyangin Patient with Hyperhidrosis Treated Successfully with Hyungbangsabaek-san(

More information

-07-......

-07-...... A Depth Interview on Qualification, Role, and Professionalism of Infant/Toddler Teachers Department of Child & Family Studies, Kyung Hee University Associate Professor : Ahn, Sun Hee Department of Early

More information

16(1)-3(국문)(p.40-45).fm

16(1)-3(국문)(p.40-45).fm w wz 16«1y Kor. J. Clin. Pharm., Vol. 16, No. 1. 2006 x w$btf3fqpsu'psn û w m w Department of Statistics, Chonnam National University Eunsik Park College of Natural Sciences, Chonnam National University

More information

DBPIA-NURIMEDIA

DBPIA-NURIMEDIA 한국소음진동공학회 2015추계학술대회논문집년 Study of Noise Pattern and Psycho-acoustics Characteristic of Household Refrigerator * * ** ** Kyung-Soo Kong, Dae-Sik Shin, Weui-Bong Jeong, Tae-Hoon Kim and Se-Jin Ahn Key Words

More information

< D34312D303328C0CCC7F62CC0CCB4F6C8F12CC1D6BCBCC0CD2CB1E8C0C7C1BE292E687770>

< D34312D303328C0CCC7F62CC0CCB4F6C8F12CC1D6BCBCC0CD2CB1E8C0C7C1BE292E687770> 대한임상검사학회지 : 41권제2호, 52-56, 2009 ISSN 1738-3544 당뇨병환자의연조직염에서분리된 Arcanobacterium haemolyticum 1 예 서울대학교병원진단검사의학과 이현 1 이덕희 1 주세익 1 김의종 1,2 A Case Report of Arcanobacterium haemolyticum Isolated from Diabetic

More information

16_이주용_155~163.hwp

16_이주용_155~163.hwp 사상체질의학회지 2008;20(2):155-163 J of Sasang Constitutional Medicine Vol. 20, No. 2, 2008:155-163 http://www.esasang.com 腦 梗 塞 으로 발생한 少 陽 人 半 身 舞 蹈 病 患 者 치험 1례 이주용 이한얼 한경수 안택원 Abstract 대전대학교 한의과대학 사상체질과 A Soyangin

More information

Journal of Educational Innovation Research 2018, Vol. 28, No. 4, pp DOI: 3 * The Effect of H

Journal of Educational Innovation Research 2018, Vol. 28, No. 4, pp DOI:   3 * The Effect of H Journal of Educational Innovation Research 2018, Vol. 28, No. 4, pp.577-601 DOI: http://dx.doi.org/10.21024/pnuedi.28.4.201812.577 3 * The Effect of Home-based Activities Using Traditional Fairy Tales

More information

THE JOURNAL OF KOREAN INSTITUTE OF ELECTROMAGNETIC ENGINEERING AND SCIENCE Mar.; 25(3),

THE JOURNAL OF KOREAN INSTITUTE OF ELECTROMAGNETIC ENGINEERING AND SCIENCE Mar.; 25(3), THE JOURNAL OF KOREAN INSTITUTE OF ELECTROMAGNETIC ENGINEERING AND SCIENCE. 2014 Mar.; 25(3), 304310. http://dx.doi.org/10.5515/kjkiees.2014.25.3.304 ISSN 1226-3133 (Print)ISSN 2288-226X (Online) Analysis

More information

디지털포렌식학회 논문양식

디지털포렌식학회 논문양식 ISSN : 1976-5304 http://www.kdfs.or.kr Virtual Online Game(VOG) 환경에서의 디지털 증거수집 방법 연구 이 흥 복, 정 관 모, 김 선 영 * 대전지방경찰청 Evidence Collection Process According to the Way VOG Configuration Heung-Bok Lee, Kwan-Mo

More information