01)

Size: px
Start display at page:

Download "01)"

Transcription

1 ORIGINAL ARTICLE Journal of Breast Cancer J Breast Cancer 2011 February; 14(S): S1-9 DOI: /jbc S.S1 유방암환자에서의은제자리부합법의유효성 : 체계적문헌고찰 장선영ㆍ이선희ㆍ김수진ㆍ이유경 1 ㆍ임영혁 2 ㆍ한원식 3 ㆍ박희숙 4 한국보건의료연구원신의료기술평가사업본부, 1 순천향대학교의과대학진단검사의학과, 2 성균관대학교의과대학내과학교실혈액종양내과, 3 서울대학교의과대학외과학교실, 4 순천향대학교의과대학내과학교실혈액종양내과 The Effectiveness of Silver In Situ Hybridization in Patients with Breast Cancer: A Systematic Review Sunyoung Jang, Seon-Heui Lee, Soojin Kim, You-Kyoung Lee 1, Young-Hyuck Im 2, Wonshik Han 3, Hee-Sook Park 4 Health Technology Assessment Department, National Evidence-Based Healthcare Collaborating Agency, Seoul; 1 Department of Laboratory Medicine, Soonchunhyang University College of Medicine, Seoul; 2 Department of Internal Medicine, Sungkyunkwan University School of Medicine, Seoul; 3 Department of Surgery, Seoul National University College of Medicine, Seoul; 4 Department of Internal Medicine, Soonchunhyang University College of Medicine, Seoul, Korea Purpose: The purpose of this study was to evaluate silver in situ hybridization (SISH) as an effective test to identify HER2 gene amplification in patients with breast cancer. Methods: A systematic literature review was used to evaluate the effectiveness of SISH. The literature review covered from October 27, 2009 to December 1, 2009, and eight domestic databases including KoreaMed and foreign databases including Ovid-MEDLINE, EMBASE, and Cochrane Library were used. Keywords, such as silver in situ hybridization and SISH, were used to search 63 documents. Ten studies regarding the evaluation of diagnostics were included in the final evaluation. The Scottish Intercollegiate Guidelines Network (SIGN) tool was used by two evaluators to independently evaluate the quality of the ten studies. Results: A total of ten studies (nine diagnostic evaluation studies and one correlation study) were identified to evaluate SISH. The effectiveness of this test was evaluated based on diagnostic accuracy, concordance rate, and correlation with fluorescence in situ hybridization (FISH) results. The sensitivity of SISH was , and the specificity was The positive predictive value was , negative predictive value was , and the test accuracy was The concordance rate of SISH was % and two studies reported a correlation with FISH results. The body of evidence as a whole suggests a Grade D for SISH. Conclusion: SISH is a safe and useful test in patients with breast cancer and at least grade D evidence based on existing positive studies. Key Words: Breast neoplasms, Fluorescence in situ hybridization, Meta-analysis 중심단어 : 유방암, 형광제자리부합법, 체계적문헌고찰 서 론 책임저자 : 박희숙 서울시용산구한남동 , 순천향대학교의과대학내과학교실혈액종양내과 Tel: , Fax: parkhs@schmc.ac.kr 접수일 : 2010년12월3일게재승인일 : 2011년2월 11일본논문은 2009년보건복지부의연구기금에서연구비를지원받음. Human epidermal growth factor receptor 2 (HER2)/neu 원종양유전자 (proto-oncogene) 의증폭또는 HER2 단백질과발현은침습성유방암종의예후적, 예측적요인들중하나이다. 나쁜예후, 더침습적인질병경과, 높은재발가능성, 전체생존기간의단축등과연관되어있으며, 항암화학요법에대한저항성과상관관계가있다.(1) S1

2 S2 Sunyoung Jang, et al. HER2 유전자의증폭또는과발현은유방암환자에게있어나쁜예후와관련이있고, 타목시펜 (tamoxifen) 을이용한호르몬치료에저항성을나타내지만 anthracycline 계열의항암제나 paclitaxel의치료에비교적좋은반응을나타낸다. 또한 HER2 표적치료제인 trastuzumab (Herceptin ; Genentech, South San Francisco, USA) 이나 lapatinib (Tykerb ; GlaxoSmith- Kline, Philadelphia, USA) 이개발됨으로써 HER2 상태는유방암환자치료방침결정에필수적인요소가되었다.(2) 2007년 American Society of Clinical Oncology (ASCO) tumor marker guideline에서는새로진단받은원발유방암환자와재발유방암환자및전이유방암환자등에서 HER2 검사시행을권장하였고, 2007년발표된 ASCO/College of American Pathologist (CAP) guidelines에서는 HER2 상태를평가하기위한방법으로면역조직화학검사 (immunohistochemistry, IHC) 와형광제자리부합법 (Fluorescence in situ hybridization, FISH) 을포함하는두가지검사체계를제안하고있다. IHC 염색은 HER2 단백의과발현을관찰하는방법으로서, 사용되는항체의종류가매우다양하며민감도와특이도, 판정기준에따라다른결과를보여표준화에대한지속적인노력이필요한검사법이다. FISH법은 HER2 유전자의증폭여부를직접검사하기때문에항암제에대한효과와예후에대한보다정확한예측이가능하며, IHC 염색보다민감도와특이도및정확도가우수하고안정성이높으며소량의조직만으로도검사가가능하다는장점을가지고있다.(3) 최근유전자증폭을직접평가하는검사법으로은제자리부합법 (silver-enhanced in situ hybridization, SISH) 이소개되었는데, 이방법은탐색자 (probe) 가해당 DNA 부위에부착하면침착을유도하여조직내에서오랫동안유지되는검은색점으로반응결과를나타내어광학현미경으로판독이가능한검사방법이다.(2) 은제자리부합법은유방암환자의진단및적절한치료제선택을위하여 HER2 유전자의증폭여부를검사하는기술로, 기존 Table 1. Ovid-MEDLINE search strategy PICO No. Search term Searched no. Patients 1 Breast Neoplasms/ 170,188 Index test 2 In Situ Hybridization/ 42,451 3 Silver/ 9,461 4 silver in situ hybridization.mp. 5 5 sish.mp And/ Index test total 7 or/ Total 9 1 and 7 10 PICO=Patients, Index test, Comparators, Outcomes. 의형광제자리부합법과비교시검사시간이짧고자동화가가능하며, 검사후결과물보관이가능하다는장점이있다. 따라서현존하는 HER2 유전자의증폭여부를확인하는표준검사인형광제자리부합법과은제자리부합법을비교한보고된문헌들을데이터베이스검색을통하여선택한후 HER2 양성진단의정확성을확인하여은제자리부합법검사의유효성을판단하고자한다. 방 은제자리부합법의유효성은유방암환자를대상으로은제자리부합법과형광제자리부합법과의비교를통해검사의진단정확성, 비교검사와의일치율및상관성을평가하였다. 은제자리부합법은 KoreaMed를포함한 8개국내데이터베이스와 Ovid-MEDLINE, EMBASE 및 Cochrane Library의국외데이터베이스를이용하여 2009년 12 월 1일최종검색을완료하였다. 국내문헌은 silver in situ hybridizaion, SISH, 은제자리부합법 과같은관련검색어를위주로한검색전략을통해 8개의인터넷검색데이터베이스를이용하여검색하였다. 국외문헌은 MEDLINE과 EMBASE를이용하여 Tables 1, 2와같은검색전략을도출하였다. 총 63 개의문헌을검색하였고, 동물실험및전임상시험, 원저가아닌연구, 초록만발표된경우및한국어와영어로기술되지않은문헌은배제하였다. 중복검색을포함하여총 36 개문헌이제외되었고진단법평가연구 9편, 기타연구 ( 상관성연구 ) 1편, 총 10 개의연구가최종평가에포함되었다 (Figure 1). 문헌선택기준 선택기준 (Inclusion criteria) 법 은제자리부합법이수행된연구 적절한의료결과 (outcome) 가하나이상보고된연구 한국어나영어로출판된연구 배제기준 (Exclusion criteria) 동물실험 (non-human) 원저 (original article) 가아닌연구나초록만발표된경우혹은회색문헌등 (non-systematic reviews, editorial, Table 2. EMBASE search strategy PICO No. Search term Searched no. Patients 1 breast tumor /exp 232,309 Index test 2 silver in situ hybridization 8 Total 3 1 and 2 7 PICO=Patients, Index test, Comparators, Outcomes.

3 The Effectiveness of SISH in Breast Cancer Patients: A Systematic Review S3 letter, comment, opinion pieces, review, congress or conference material, guideline, note, news article, abstract, etc.) 문헌의질평가선택된문헌의질평가도구는영국 Scottish Intercollegiate Guidelines (SIGN) 의 Methodology Checklist (2004년 3월 ) 를채택하였다. SIGN의질평가도구는원래체계적문헌고찰, 무작위임상시험, 코호트연구, 환자-대조군연구, 진단법평가및경제성평가연구로구분되어있으나, 의료기술평가에서대부분의문헌이비무작위임상시험 (quasi-experimental studies) 과비교관찰연구 (observational study) 가많아 SIGN과협의하에 일부도구를수정하였고, 연구유형별질평가도구는 Table 3과같다.(5) 문헌검색부터선택기준적용및자료추출까지각단계는 2명의평가자가각과정을독립적으로수행하였으며이에따라근거의수준과권고의등급을선정하였다 (Table 4). 자료추출평가에포함된문헌이한유형으로만한정되지않아자료의추출은여러차례반복되었다. 자료추출은 2명의평가자가각각중복하여분석하였으며, 연구를진행하면서나타난문제점을토의하는과정이여러차례반복되었다. 동과정에서문헌에기술된내용과결과에영향을주는연구대상의특성및필수적으로기술되어야하는유효성에대한자료를구분하였다. 1차자료추출은 2명 63 Documents searched according to the literature search strategy Total searched documents (n=63) Domestic (n=36), Foreign (n=27) Foreign: Ovid-MEDLINE 10, EMBASE 17 Induded: Hand searching domestic (n=3), foreign (n=0) 46 Overlapping documents excluded Domestic (n=32), Foreign (n=14) 41 Documents published as original articles Domestic (n=32), Foreign (n=9) 10 Documents with silver in situ hybridization being the major test Domestic (n=3), Foreign (n=7) 10 Documents selected for evaluation of silver in situ hybridization Excluded: Overlapping documents (n=20) domestic (n=7), foreign (n=13) Excluded: Studies that are not original articles (n=5) Excluded: Studies in which no silver in situ hybridization was performed (n=31) Total excluded papers (n=36: Domestic 29, Foreign 7) Total included papers (n=10: Domestic 3, Foreign 7) Figure 1. Documents selected for evaluation of silver in situ hybridization according to the literature search strategy. Table 3. Levels of evidence (From Scottish Intercollegiate Guidelines Network. SIGN 50: a guideline developer s handbook) (4) 1++ High quality meta-analyses, systematic reviews of RCTs, or RCTs with a very low risk of bias 1+ Well-conducted meta-analyses, systematic reviews, or RCTs with a low risk of bias 1- Meta-analyses, systematic reviews, or RCTs with a high risk of bias 2++ High quality systematic reviews of case control or cohort or studies High quality case control or cohort studies with a very low risk of confounding or bias and a high probability that the relationship is causal 2+ Well-conducted case control or cohort studies with a low risk of confounding or bias and a moderate probability that the relationship is causal 2- Case control or cohort studies with a high risk of confounding or bias and a significant risk that the relationship is not causal 3 Non-analytic studies, e.g. case reports, case series 4 Expert opinion RCT=randomized controlled trial.

4 S4 Sunyoung Jang, et al. Table 4. Grades of recommendations (From Scottish Intercollegiate Guidelines Network. SIGN 50: a guideline developer s handbook) (4) A At least one meta-analysis, systematic review, or RCT rated as 1++, and directly applicable to the target population; or a body of evidence consisting principally of studies rated as 1+, directly applicable to the target population, and demonstrating overall consistency of results B A body of evidence including studies rated as 2++, directly applicable to the target population, and demonstrating overall consistency of results; or extrapolated evidence from studies rated as 1++ or 1+ C A body of evidence including studies rated as 2+, directly applicable to the target population and demonstrating overall consistency of results; or extrapolated evidence from studies rated as 2++ D Evidence level 3 or 4; or extrapolated evidence from studies rated as 2+ RCT=randomized controlled trial. Table 5. Documents selected for evaluation of silver in situ hybridization No. Publication yr Author Research location Research type Subjects Comparators Level of evidence Sung et al.(2) Korea Diagnostic 144 invasive IHC, FISH 2+ breast cancer tissue Bartlett et al.(6) England Diagnostic 45 breast cancer tissue FISH Francis et al.(7) Australia Diagnostic 593 cancer patients IHC Kang et al.(8) Korea Diagnostic 165 invasive breast cancer FISH Kim et al.(9) Korea Diagnostic 58 breast cancer patients FISH Shousha et al.(10) England Diagnostic 56 breast cancer tissue IHC, FISH Capizzi et al.(11) Italy Diagnostic 83 women breast cancer IHC 2- patients Carbone et al.(12) Italy Diagnostic 89 breast cancer tissue IHC, FISH Dietel et al.(13) Germany Diagnostic 99 breast cancer tissue IHC, FISH Sińczak-Kuta et al.(1) Poland Correlation study 63 breast cancer tissue IHC, FISH 3 IHC=immunohistochemistry; FISH=fluorescence in situ hybridization. 의평가자가각각중복하여분석하였으며, 이후실무회의를통해나타난문제점을토의하고재차자료추출과정을수행하였다. 통계분석본연구에사용된문헌들의진단정확성을확인하기위하여부정을제외한후고정효과모형 (fixed effect model) 에기초하여메타분석을실시하였고, 전반적인은제자리부합법의유용성을 receiver operating characteristics (ROC) curve와 area under the curve (AUC) 를통해평가하였다. 추가적으로출판편향정도를확인하기위하여 funnel plot을확인하였다. 본연구의메타분석을위해서, STATA 통계프로그램 11.1 MP version (Stata Corp., College Station, USA) 와 MetaDiSc 1.4 version (Hospital Universtario Ramon y Cajal, Madrid, Spain) 을사용하였다. 결과은제자리부합법은총10 편 ( 진단법평가연구 10 편 ) 의문헌적근거로평가하였으며, 본평가에포함된문헌의주요자료추출목록은 Table 5와같다. 은제자리부합법의유효성은진단의정확성, 비교검사와의일치율, 비교검사와의상관성에대하여평가하였다. 은제자리부합법은 HER2 유전자과발현여부를확인하고그결과에따라예후예측및치료방향을선택하는데도움을주는검사로현재 HER2 유전자를확인하는검사중표지자만상이하고원리는동일한표준검사인형광제자리부합법을비교자로하여진단정확성및일치율과상관성에초점을두어문헌의결과를해석하기로결정하였다. 은제자리부합법의진단정확성평가는 7편의문헌 (2,8-13) 을근거로평가하였다. 은제자리부합법의경우보통양성, 부정, 음성으로나누어결과를보고하여, 진단의정확성을명확하게평가

5 The Effectiveness of SISH in Breast Cancer Patients: A Systematic Review S5 Table 6. Summary of diagnostic accuracy Author Critical value No. of cases Sensitivity Positive predictive value Negative predictive value Positive likelihood ratio Negative likelihood ratio Accuracy Diagnostic odds ration Sung et al.(2) Positive > , Kang et al.(8) Positive > Kim et al.(9) Positive > Shousha et al.(10) Positive > Capizzi et al.(11) Positive > Carbone et al.(12) Positive > Negative <1.5 Dietel et al.(13) Positive > 하기어려웠으나부정을제외한양성및음성을대상으로재구성하여진단정확성을산출하였다 (Table 6). Sung 등 (2) 의한국에서유방암으로진단받은 144 명의유방암환자의조직을대상으로한연구에서는 1.8 미만일경우음성, 1.8 이상 2.2 이하인경우부정 (equivocal), 2.2를초과하면양성으로판정하였다. 부정인경우를제외하고형광제자리부합법과비교한결과민감도는 0.92 (95% confidence interval [CI], ), 특이도는 0.99 (95% CI, ), 양성예측도는 0.96 (95% CI, ), 음성예측도는 0.98 (95% CI, ), 양성우도비는 (95% CI, ), 음성우도비는 0.08 (95% CI, ), 검사의정확도는 0.98 (95% CI, ), 진단교차비는 1, (95% CI, ,175.15) 로보고하였다. Kang 등 (8) 의한국의 165 개유방암조직을대상으로한연구에서는 1.8 미만일경우음성, 1.8 이상 2.2 이하인경우부정, 2.2 를초과하면양성으로판정하였다. 부정인경우를제외하고형광제자리부합법과비교한결과민감도는 0.95 (95% CI, ), 특이도는 1.00 (95% CI, ), 양성예측도는 1.00 ( ), 음성예측도는 0.98 (95% CI, ), 음성우도비는 0.05 (95% CI, ), 검사의정확도는 0.98 (95% CI, ) 로보고하였다. Kim 등 (9) 의한국에서유방암으로진단받은 58 명의유방암환자의조직을대상으로한연구에서는 1.8 미만일경우음성, 1.8 이상 2.2 이하인경우부정, 2.2를초과하면양성으로판정하였다. 형광제자리부합법과비교한결과민감도는 1.00 (95% CI, ), 특이도는 1.00 (95% CI, ), 양성예측도는 1.00 ( ), 음성예측도는 1.00 (95% CI, ), 음성우도비는 0.00 (95% CI, ), 검사의정확도는 1.00 (95% CI, ) 로보고하였다. Shousha 등 (10) 의영국에서총 65 개의유방암조직과동일한환자의 56 개의중심부생검조직을대상으로한연구에서는 1.8 미만일경우음성, 2.2 를초과하면양성으로판정하였다. 형광제자리부합법과비교한결과민감도는 0.85 (95% CI, ), 특이도는 0.98 (95% CI, ), 양성예측도는 0.92 ( ), 음성예측도는 0.96 (95% CI, ), 양성우도비는 (95% CI, ), 음성우도비는 0.16 (95% CI, ), 검사의정확도는 0.94 (95% CI, ), 진단교차비는 (95% CI, ) 로보고하였다. Capizzi 등 (11) 의이탈리아에서유방암으로치료받은 83 명여성의조직을대상으로한연구에서는 1.8 미만일경우음성, 1.8 이상 2.2 이하인경우부정, 2.2 를초과하면양성으로판정하였다. 부정인경우를제외하고형광제자리부합법과비교한결과민감도는 0.81 (95% CI, ), 특이도는 1.00 (95% CI, ), 양성예측도는 1.00 (95% CI, ), 음성예측도는 0.81 (95% CI, ), 음성우도비는 0.19 (95% CI, ), 검사의정확도는 0.90 (95% CI, ) 로보고하였다. Carbone 등 (12) 의이탈리아에서유방암으로치료받은 89 명여성의조직을대상으로한연구에서는 1.5 미만일경우음성, 1.5 이상 3.0 이하인경우부정, 3.0 를초과하면양성으로판정하였다. 부정인경우를제외하고형광제자리부합법과비교한결과민감도는 0.95 (95% CI, ), 특이도는 1.00 (95% CI, ), 양성예측도는 1.00 ( ), 음성예측도는 0.98 (95% CI, ), 음성우도비는 0.05 (95% CI, ), 검사의정확도는 0.99 (95% CI, ) 로보고하였다. Dietel 등 (13) 의독일에서

6 S6 Sunyoung Jang, et al. Study ID OR (95% CI) % Weight Sung et al. (2010)(2) (116.02, ) 8.46 Kang et al. (2009)(8) (176.85, ) 4.40 Kim et al. (2009)(9) (55.40, ) 2.43 Shousha et al. (2009)(10) (17.75, ) Capizzi et al. (2008)(11) (6.80, ) Carbone et al. (2008)(12) (61.55, ) 5.48 Dietel et al. (2007)(13) Overall (I-squared=0.0%, p=0.477) (23.40, ) (193.92, ) Figure 2. Diagnostic meaning of silver in situ hybridization (fixed-effect model). OR=odds ratio; CI=confidence interval. Sensitivity SROC curve specificity Figure 3. Receiver operating characteristics (ROC) curve of silver in situ hybridization (area under the curve [AUC]=0.9872). 유방암으로치료받은 99 명여성의조직을대상으로한연구에서는 1.8 미만일경우음성, 1.8 이상 2.2 이하인경우부정, 2.2를초과하면양성으로판정하였다. 부정인경우를제외하고형광제자리부합법과비교한결과민감도는 0.98 (95% CI, ), 특이도는 0.82 (95% CI, ), 양성예측도는 0.98 (95% CI, ), 음성예측도는 0.82 (95% CI, ), 양성우도비는 5.37 (95% CI, ), 음성우도비는 0.03 (95% CI, ), 검사의정확도는 0.96 (95% CI, ), 진단교차비는 (95% CI, ) 로보고하였다. 이에부정을제외한진단정확성을산출할수있는문헌들을고정효과모형에기초하여메타분석을실시하였다. 은제자리부합법의진단적의미를분석한연구들간의이질성을검정한결과 (Figure 2), 통합교차비는 (95% CI, ) 로통계적으로유의하였으며 (χ 2 =500.29, df=1, p<0.001), 병합된연구 Sensitivity Sung et al. (2010)(2) Kang et al. (2009)(8) Kim et al. (2009)(9) Shousha et al. (2009)(10) Capizzi et al. (2008)(11) Carbone et al. (2008)(12) Dietel et al. (2007)(13) Figure 4. Forest plot of sensitivities and specificities. CI=confidence interval. Sensitivity (95% CI) 0.92 ( ) 0.95 ( ) 1.00 ( ) 0.85 ( ) 0.81 ( ) 0.95 ( ) 0.98 ( ) Pooled Sensitivity=0.94 (0.90 to 0.97) Chi-square=10.52; df=6 (p=0.1043) Inconsistency (I-square)=43.0% Sung et al. (2010)(2) Kang et al. (2009)(8) Kim et al. (2009)(9) Shousha et al. (2009)(10) Capizzi et al. (2008)(11) Carbone et al. (2008)(12) Dietel et al. (2007)(13) Sung et al. (2010)(2) Kang et al. (2009)(8) Kim et al. (2009)(9) Shousha et al. (2008)(10) Capizzi et al. (2008)(11) Carbone et al. (2008)(12) (95% CI) 0.99 ( ) 1.00 ( ) 1.00 ( ) 0.98 ( ) 1.00 ( ) 1.00 ( ) 0.82 ( ) Pooled =0.99 (0.97 to 1.00) Chi-square=13.65; df=6 (p=0.0338) Inconsistency (I-square)=56.0% (95% CI) 0.99 ( ) 1.00 ( ) 1.00 ( ) 0.98 ( ) 1.00 ( ) 1.00 ( ) Pooled =0.99 (0.98 to 1.00) Chi-square=4.32; df=5 (p=0.5041) Inconsistency (I-square)=0.0% 간의동질성을보였다 (χ 2 =5.53, df=6, p=0.477). 또한이문헌들을대상으로 ROC curve를확인한결과는 Figure 3과같으며, AUC가 0.99로나타났다. 유방암에서의은제자리부합법의진단적의미를분석한연구들

7 The Effectiveness of SISH in Breast Cancer Patients: A Systematic Review S7 간의이질성을검정한결과통합민감도는 0.94 (95% CI, ) 이었으며, 병합된연구간이질성이없음을보였고 (χ 2 = 10.52, df=6, p=0.104), 통합특이도는 0.99 (95% CI, S.E. of InOR Funnel plot with pseudo 95% confidence limits InOR Figure 5. Funnel plot of selected studies. S.E.=standard error; InOR=natural log of odds ratio. 1.00) 이었으며, 병합된연구간이질성을보였다 (χ 2 =13.65, df= 6, p=0.034). 통합특이도에서이질성을보인 Dietel 등 (12) 의연구를제외한연구들간의병합을살펴본결과이질성을보이지않 았다 (χ 2 =4.32, df=5, p=0.504) (Figure 4). 문헌의이질성검 정을위해 funnel plot을확인한결과출판편향은없는것으로나타났다 (p=0.349) (Figure 5). 형광제자리부합법과의일치율은총 8편 (2,5,7-12) 의문헌에의해평가되었다 (Table 7). Sung 등 (2) 은형광제자리부합법에서양성혹은음성으로판독된경우와은제자리부합법과의일치율은 98.5% (135/137건) 로, 면역조직화학검사에서양성혹은음성으로판독된경우와은제자리부합법과의일치율은 98.5% (133/135건) 로보고하였고, 두병리의사간판독결과는 96.4% (134/139건; κ=0.89; p<0.001) 로보고하였다. Bartlett 등 (6) 의연구에서는형광제자리부합법과의전반적인일치율을 96.0% ( %) 로보고하였고, 검사자간변이 8.0%, 검사실간변이를 12.66% 로보고하였다. Kang Table 7. Summary table of diagnostic concordance rate Author No. of cases criteria Comperators Concordance rate Sung et al.(2) 144 negative<1.8 / equivocal / positive>2.2 FISH 98.5% (135/137) IHC 98.5% (133/135) Bartlett et al.(6) 45 - FISH 96.0% ( %) Kang et al.(8) 165 negative <1.8 / equivocal / positive>2.2 FISH 98.2% (κ=0.81) Kim et al.(9) 58 negative <1.8 / equivocal / positive>2.2 FISH 100% Shousha et al.(10) 56 negative <1.8 / positive>2.2 FISH 94.0% Capizzi et al.(11) 83 negative <1.8 / equivocalv / positive>2.2 FISH 87% (total 42, p<0.002) Carbone et al.(12) 89 negative <1.5 / equivocal / positive>3.0 FISH 91% Dietel et al.(13) 99 negative <1.8 / equivocal / positive>2.2 FISH 96.0% (95/99; κ=0.89; 95% CI, ) IHC=immunohistochemistry; FISH=fluorescence in situ hybridization; CI=confidence interval. Table 8. Correlation with comparators Author No. of cases Comperators Methods Values p-value Kim et al.(9) 58 FISH HER2 copy enumeration Correlation coefficient (Pearson) R=0.83 <0.001 Linear regression R 2 =0.69 FISH CEP17copy enumeration Correlation coefficient (Pearson) R=0.23 <0.078 Linear regression R 2 =0.04 FISH HER2/CEP17 ratio Correlation coefficient (Pearson) R=0.75 <0.001 Linear regression R 2 =0.56 Sińczak-Kuta et al.(1) 63 IHC Pearson χ 2 test <0.01 Gamma correlation coefficient Spearman rank correlation coefficient 0.45 Kappa coefficient 0.58 FISH Pearson χ 2 test <0.01 Gamma correlation coefficient Spearman rank correlation coefficient 0.72 Kappa coefficient 0.38 IHC=immunohistochemistry; FISH=fluorescence in situ hybridization.

8 S8 Sunyoung Jang, et al. 등 (8) 은형광제자리부합법과비교한결과, 총 165 조직중 162 조직이일치하여 98.2% (κ=0.94) 의일치율을보고하였다. 또한면역조직화학검사와의일치율은총 157 조직중 147 조직이일치하여 92.5% (κ=0.81) 로보고하였다. Kim 등 (9) 은형광제자리부합법과 100% 의일치율을보였다. Shousha 등 (10) 은형광제자리부합법과의전반적인일치율은 94.0% 로보고하였다. Capizzi 등 (11) 의전반적인형광제자리부합법과은제자리부합법과의일치율은 87% ( 총 42건, p<0.002) 로보고하였다. Carbone 등 (12) 의전반적인형광제자리부합법과은제자리부합법과의일치율은 91% 로보고하였다. Dietel 등 (13) 의전반적인형광제자리부합법과은제자리부합법과의일치율은 96.0% (95/99건; κ=0.89; 95% CI, ) 로보고하였다. 비교검사와의상관성은 2편 (1,8) 의문헌을근거로평가되었으며형광제자리부합법과의 HER2/CEP17의비율의상관관계를확인한결과두편모두통계적으로유의한상관관계를나타내는것으로보고하였다 (Table 8). 이러한결과를토대로유방암환자에서의은제자리부합법은기존임상에서사용되는형광제자리부합법결과와의일치율및상관성이높아유효성의근거가있는검사로평가하였다. 근거의등급은제자리부합법은진단법평가연구 (1,2,6-13) 총10편을근거로평가하였고, 질 (level of evidence) 평가결과증례연구를제외한문헌중 2+ 가2편, 2- 가 7편이었다. 따라서현존하는문헌을근거로은제자리부합법은권고등급 D 의유효성이있는기술로판단하였다. 고찰현재까지유방암의발병과직접적이고도확실한인과관계를갖는인자가정확히밝혀져있지는않지만몇몇위험인자들이발병에관여하는것으로알려져있다. 이러한위험인자로는여성, 고령, 유방암가족력, 임신및월경력, 장기간의호르몬요법, 유전자이상등이거론되고있다. 최근 HER2 유전자의증폭여부가임상적으로크게주목을받기시작한것은 tratuzumab, lapatinib와같은 HER2에대한표적치료제의치료가밝혀지면서부터이다. 현재가장정확한 HER2 상태판단기준은 FISH로여겨지나비용과시간이많이들고, 검사여력을갖춘기관이부족하다는점등제약이있어널리보급되지는못한상태이다.(9) 그대안으로국내에서는일부병원에서표지자로형광물질대신은을사용하는은제자리부합법을도입하게되었는데, 이는기존의형광제자리부합법으로시행하던검사를 자동으로시행할수있고, 그결과물을보관할수있어추후결과확인이가능하다는장점을가지고있다. 현재국내문헌을포함하여여러문헌에서형광제자리부합법과은제자리부합법의일치율및진단정확성을확인하였는데, 검사실마다차이가있으나높은진단정확성을보고하고있다. 하지만이에대한명확한근거가제시되고있지않아체계적문헌고찰방법을통해유방암환자에서의은제자리부합법의유효성을평가하였다. 형광제자리부합법과비교한 7편에서은제자리부합법의진단정확성은민감도 , 특이도 , 양성예측도 , 음성예측도 , 검사정확도 으로보고되었다. 형광제자리부합법과의일치율은총 8편의문헌에의해평가되었는데, % 로보고되었다. 비교검사와의상관성은 2편의문헌을근거로평가되었으며형광제자리부합법과의 HER2/CEP17의비율의상관관계를확인한결과두편모두통계적으로유의한상관관계를나타내는것으로보고하였다. 따라서은제자리부합법은기존임상에서사용되는형광제자리부합법결과와의일치율및상관성이높고, 기존검사에비해간편하고신속한방법으로, 유방암환자의 HER2 유전자과발현여부를확인하고그결과에따라예후예측및치료방향을선택하는데있어유효성의근거가있는검사로평가하였다 ( 권고등급, D). 본연구의제한점은연구들간의이질성의검증없이은제자리부합법을평가하였다는점이다. 즉, 결과에영향을줄수있는연구에사용된검체의특성, 채취자및검사자의변이등이보정되지않았고, 진단정확성의경우문헌에서제시한부정의단계를제외하고음성과양성만으로산출하였다. 따라서은제자리부합법을실제임상에적용할시에는이러한점을고려하여검사를시행하여야할것이다. 그럼에도불구하고, 본연구는현존하는문헌을근거로은제자리부합법은기존임상에서사용되는형광제자리부합법결과와의일치율및상관성이높고, 기존검사에비해간편하고신속한방법으로, 유방암환자의 HER2 유전자증폭여부를확인하고그결과에따라예후예측및치료방향을선택하는데있어유효성의근거가있는검사로평가하였다. 참고문헌 1. Sińczak-Kuta A, Tomaszewska R, Rudnicka-Sosin L, Okoń K, Stachura J. Evaluation of HER2/neu gene amplification in patients with invasive breast carcinoma. Comparison of in situ hybridization methods. Pol J Pathol 2007;58: Sung WJ, Park SJ, Gu MJ, Bae YK. Automated silver-enhanced in situ hybridization for evaluation of HER2 gene status in breast carci-

9 The Effectiveness of SISH in Breast Cancer Patients: A Systematic Review S9 noma: comparison with fluorescence in situ hybridization and immunohistochemistry. Korean J Pathol 2010;44: Lee JW, Noh WC, Kim MS, Kim HA, Chang YH, Hong YJ, et al. Availability of fine needle aspirates for the assessment of HER2 gene amplification in invasive breast cancer patients. Korean J Lab Med 2008;28: SIGN 50: a guideline developer s handbook. Scottish Intercollegiate Guidelines Network. Accessed January 22nd, Health Insurance Review Agency. A Study on the Construction and Management of Health Technology Assessment System. Seoul: Health Insurance Review Agency; p Bartlett JM, Campbell FM, Ibrahim M, Wencyk P, Ellis I, Kay E, et al. Chromogenic in situ hybridization: a multicenter study comparing silver in situ hybridization with FISH. Am J Clin Pathol 2009;132: Francis GD, Jones MA, Beadle GF, Stein SR. Bright-field in situ hybridization for HER2 gene amplification in breast cancer using tissue microarrays: correlation between chromogenic (CISH) and automated silver-enhanced (SISH) methods with patient outcome. Diagn Mol Pathol 2009;18: Kang J, Kwon GY, Lee YH, Gong G. Comparison of silver-enhanced in situ hybridization and fluorescence in situ hybridization for HER2 gene status in breast carcinomas. J Breast Cancer 2009;12: Kim TJ, Kim TE, Jung ES, Yim HW, Song BJ, Jung SS, et al. The comparison of automated silver in situ hybridization and fluorescence in situ hybridization for evaluating HER2 gene amplification in breast carcinoma. J Breast Cancer 2009;12: Shousha S, Peston D, Amo-Takyi B, Morgan M, Jasani B. Evaluation of automated silver-enhanced in situ hybridization (SISH) for detection of HER2 gene amplification in breast carcinoma excision and core biopsy specimens. Histopathology 2009;54: Capizzi E, Gruppioni E, Grigioni AD, Gabusi E, Grassigli A, Grigioni WF, et al. Real time RT-PCR approach for the evaluation of ERBB2 overexpression in breast cancer archival samples: a comparative study with FISH, SISH, and immunohistochemistry. Diagn Mol Pathol 2008;17: Carbone A, Botti G, Gloghini A, Simone G, Truini M, Curcio MP, et al. Delineation of HER2 gene status in breast carcinoma by silver in situ hybridization is reproducible among laboratories and pathologists. J Mol Diagn 2008;10: Dietel M, Ellis IO, Höfler H, Kreipe H, Moch H, Dankof A, et al. Comparison of automated silver enhanced in situ hybridisation (SISH) and fluorescence ISH (FISH) for the validation of HER2 gene status in breast carcinoma according to the guidelines of the American Society of Clinical Oncology and the College of American Pathologists. Virchows Arch 2007;451:19-25.

Jkbcs016(92-97).hwp

Jkbcs016(92-97).hwp Expression of bcl-2 and Apoptosis and Its Relationship to Clinicopathological Prognostic Factors in Breast Cancer - A Study with Long Term Follow-up correlated with the survival rate.(journal of Korean

More information

Jkbcs032.hwp

Jkbcs032.hwp Clinical Correlation of HER-2/neu Overexpression in Patients with Breast Cancer Sung Yong Kim, Tae Yoon Kim, Jae Jun Kim, Chang Ho Kim, Ok Pyung Song, Min Hyuk Lee, Eui Han Kim 1, and Moo Sik Cho Departments

More information

Kbcs002.hwp

Kbcs002.hwp Does Real-time Compound Imaging Improve Evaluation of reast Cancer Compared to Conventional Sonography? o Kyoung Seo, M.D., Yu Whan Oh, M.D., Kyu Ran Cho, M.D., Young Hen Lee, M.D., Hyung Joon Noh, M.D.,

More information

<B0A3C3DFB0E828C0DBBEF7292E687770>

<B0A3C3DFB0E828C0DBBEF7292E687770> 초청연자특강 대구가톨릭의대의학통계학교실 Meta analysis ( 메타분석 ) 예1) The effect of interferon on development of hepatocellular carcinoma in patients with chronic hepatitis B virus infection?? -:> 1998.1 ~2007.12.31 / RCT(2),

More information

296 Tae-Jung Kim, et al. 였으나임상적용은되지못하였다. 면역조직화학염색방법이일차선별검사로가장널리쓰이고있으나기관별차이가있고, 기술적인정확성이나결과의재연성면에서논란이많다.(5) 형광제자리부합법 (fluorescence in situ hybridizatio

296 Tae-Jung Kim, et al. 였으나임상적용은되지못하였다. 면역조직화학염색방법이일차선별검사로가장널리쓰이고있으나기관별차이가있고, 기술적인정확성이나결과의재연성면에서논란이많다.(5) 형광제자리부합법 (fluorescence in situ hybridizatio ORIGINAL ARTICLE Journal of Breast Cancer J Breast Cancer 2009 December; 12(4): 295-301 DOI: 10.4048/jbc.2009.12.4.295 유방암에서 HER2 유전자증폭분석에대한은제자리부합법과형광제자리부합법의비교 김태정ㆍ김태은ㆍ정은선ㆍ임현우 1 ㆍ송병주 2 ㆍ정상설 2 ㆍ이아원ㆍ최영진ㆍ이교영

More information

Rheu-suppl hwp

Rheu-suppl hwp Objective: This paper reviews the existing Korean medical and public health, and nursing academy articles on disease-specific and domain-specific quality of life, and provides recommendations for the universally

More information

- i - - ii - - iii - - iv - - v - - 1 - - 2 - - 3 - - 4 - - 5 - - 6 - - 7 - - 8 - - 9 - - 10 - - 11 - - 12 - - 13 - - 14 - - 15 - - 16 - - 17 - - 18 - - 19 - α α - 20 - α α α α α α - 21 - - 22 - - 23 -

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

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

김범수

김범수 Analysis of Outcomes after Resection of Sarcomatous Hepatocellular Carcinoma Purpose: Sarcomatous hepatocellular carcinoma (HCC) is rare. Therefore, the clinicopathologic characteristics and prognosis

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

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

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

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

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

( )Jkstro011.hwp

( )Jkstro011.hwp 비인강암의방사선치료결과및생존율에관한예후인자분석 2005 2 1 2005 3 28. :, Tel: 053)250-7665, Fax: 053)250-7984 E-mail: jhkim@dsmc.or.kr 정영연외 2 인 : 비인강암의예후인자분석 정영연외 2 인 : 비인강암의예후인자분석 Carcinoma of the nasopharynx treated by radiotherapy

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

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

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

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

<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

- 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

Journal of Educational Innovation Research 2017, Vol. 27, No. 1, pp DOI: * The

Journal of Educational Innovation Research 2017, Vol. 27, No. 1, pp DOI:   * The Journal of Educational Innovation Research 2017, Vol. 27, No. 1, pp.243-268 DOI: http://dx.doi.org/10.21024/pnuedi.27.1.201703.243 * - 2001 2015 - The Research Trends on Peer Counseling in Elementary and

More information

Jkbcs030(10)( ).hwp

Jkbcs030(10)( ).hwp Treatment of Breast Fibroadenoma with Interstitial Laser Photocoagulation Doo Min Sohn, Hyo Won Lee, Tae Yun Kim, Dan Song, Sung Yong Kim, Chul Wan Lim and Min Hyuk Lee Department of Surgery, College of

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

- 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

???? 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

Journal of Educational Innovation Research 2018, Vol. 28, No. 1, pp DOI: * A Study on the Pe

Journal of Educational Innovation Research 2018, Vol. 28, No. 1, pp DOI:   * A Study on the Pe Journal of Educational Innovation Research 2018, Vol. 28, No. 1, pp.405-425 DOI: http://dx.doi.org/10.21024/pnuedi.28.1.201803.405 * A Study on the Perceptions and Factors of Immigrant Background Youth

More information

44-4대지.07이영희532~

44-4대지.07이영희532~ A Spatial Location Analysis of the First Shops of Foodservice Franchise in Seoul Metropolitan City Younghee Lee* 1 1 (R) 0 16 1 15 64 1 Abstract The foodservice franchise is preferred by the founders who

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

DBPIA-NURIMEDIA

DBPIA-NURIMEDIA The e-business Studies Volume 17, Number 6, December, 30, 2016:21~34 Received: 2016/12/04, Accepted: 2016/12/27 Revised: 2016/12/19, Published: 2016/12/30 [ABSTRACT] With the development of the Internet,

More information

한국성인에서초기황반변성질환과 연관된위험요인연구

한국성인에서초기황반변성질환과 연관된위험요인연구 한국성인에서초기황반변성질환과 연관된위험요인연구 한국성인에서초기황반변성질환과 연관된위험요인연구 - - i - - i - - ii - - iii - - iv - χ - v - - vi - - 1 - - 2 - - 3 - - 4 - 그림 1. 연구대상자선정도표 - 5 - - 6 - - 7 - - 8 - 그림 2. 연구의틀 χ - 9 - - 10 - - 11 -

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

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

Jkcs022(89-113).hwp

Jkcs022(89-113).hwp 대한배뇨장애 및 요실금 학회지 J. Korean Continence Society 2004;8:89-113 Bristol Female Lower Urinary Tract Symptom 설문지의 한국어 번역 및 번역본의 언어 타당도 Seung-June Oh*, Hyung Geun Park*, Sung Hyun Paick, Won Hee Park and Myung-Soo

More information

Journal of Educational Innovation Research 2016, Vol. 26, No. 3, pp DOI: * Meta Analysis : T

Journal of Educational Innovation Research 2016, Vol. 26, No. 3, pp DOI:   * Meta Analysis : T Journal of Educational Innovation Research 2016, Vol. 26, No. 3, pp.289-314 DOI: http://dx.doi.org/10.21024/pnuedi.26.3.201612.289 * Meta Analysis : Trends and Effects of Art-Therapy with Clay Purpose:

More information

황지웅

황지웅 Comparison of Laparoscopy and Exploration in the Distal Pancreatectomy BACKGROUND: To determine the benefits of laparoscopic surgery compared with exploration, the clinical outcomes of open and laparoscopic

More information

Abstract Musculoskeletal Symptoms and Related Factors for Nurses and Radiological Technologists Wearing a Lead Apron for Radiation Pro t e c t i o n Jung-Im Yoo, Jung-Wan Koo 1 ) Angio Unit, Team of Radiology,

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

Journal of Educational Innovation Research 2018, Vol. 28, No. 4, pp DOI: * A Research Trend

Journal of Educational Innovation Research 2018, Vol. 28, No. 4, pp DOI:   * A Research Trend Journal of Educational Innovation Research 2018, Vol. 28, No. 4, pp.295-318 DOI: http://dx.doi.org/10.21024/pnuedi.28.4.201812.295 * A Research Trend on the Studies related to Parents of Adults with Disabilities

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

A Study on Married Female Immigrants Life Style and Marriage Satisfaction in Terms of Preparing Their Old Age in Chungcheongnam-do Department of Gerontology, Hoseo University Doctoral Student : Hi Ran

More information

:,,.,. 456, 253 ( 89, 164 ), 203 ( 44, 159 ). Cronbach α= ,.,,..,,,.,. :,, ( )

:,,.,. 456, 253 ( 89, 164 ), 203 ( 44, 159 ). Cronbach α= ,.,,..,,,.,. :,, ( ) :,,.,. 456, 253 ( 89, 164 ), 203 ( 44, 159 ). Cronbach α=.83.91.,.,,..,,,.,. :,, (402-751) 253 E-mail : yspark@inha.ac.kr ..,.,.,. Bandura(1997),.,,,,., (,,, 2009), (,,,, 2014).?.,,,.. Bandura (1995) (Resiliency

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

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

http://www.kbc.go.kr/pds/2.html Abstract Exploring the Relationship Between the Traditional Media Use and the Internet Use Mee-Eun Kang This study examines the relationship between

More information

Journal of Educational Innovation Research 2019, Vol. 29, No. 2, pp DOI: 3 * Effects of 9th

Journal of Educational Innovation Research 2019, Vol. 29, No. 2, pp DOI:   3 * Effects of 9th Journal of Educational Innovation Research 2019, Vol. 29, No. 2, pp.357-378 DOI: http://dx.doi.org/10.21024/pnuedi.29.2.201906.357 3 * Effects of 9th Grade Students Participation in Career Curriculum Cluster

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

untitled

untitled ª Œª Œ 27ƒ 2B Á 2007 3œ pp. 193 ~ 199 ª ƒ w d w ƒ sƒ Methodology of Drought Assessment Using National Groundwater Monitoring Network Data «x Á½ Kwon, Hyung JoongÁKim, Seong Joon Abstract The objective

More information

DBPIA-NURIMEDIA

DBPIA-NURIMEDIA e- 비즈니스연구 (The e-business Studies) Volume 17, Number 1, February, 28, 2016:pp. 3~30 ISSN 1229-9936 (Print), ISSN 2466-1716 (Online) 원고접수일심사 ( 수정 ) 게재확정일 2016. 01. 08 2016. 01. 09 2016. 02. 25 ABSTRACT

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

DBPIA-NURIMEDIA

DBPIA-NURIMEDIA e- 비즈니스연구 (The e-business Studies) Volume 17, Number 1, February, 28, 2016:pp. 293~316 ISSN 1229-9936 (Print), ISSN 2466-1716 (Online) 원고접수일심사 ( 수정 ) 게재확정일 2015. 12. 04 2015. 12. 24 2016. 02. 25 ABSTRACT

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

기관고유연구사업결과보고

기관고유연구사업결과보고 기관고유연구사업결과보고 작성요령 2001 ~ 2004 2005 ~ 2007 2008 ~ 2010 2001 ~ 2004 2005 ~ 2007 2008 ~ 2010 1 2/3 2 1 0 2 3 52 0 31 83 12 6 3 21 593 404 304 1,301 4 3 1 8 159 191 116 466 6 11 (`1: (1: 16 33 44 106

More information

Journal of Educational Innovation Research 2016, Vol. 26, No. 2, pp DOI: * The Mediating Eff

Journal of Educational Innovation Research 2016, Vol. 26, No. 2, pp DOI:   * The Mediating Eff Journal of Educational Innovation Research 2016, Vol. 26, No. 2, pp.159-177 DOI: http://dx.doi.org/10.21024/pnuedi.26.2.201608.159 * The Mediating Effects of Self-esteem on the Relationship between Social

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

Journal of Educational Innovation Research 2018, Vol. 28, No. 3, pp DOI: * Strenghening the Cap

Journal of Educational Innovation Research 2018, Vol. 28, No. 3, pp DOI:   * Strenghening the Cap Journal of Educational Innovation Research 2018, Vol. 28, No. 3, pp.27-43 DOI: http://dx.doi.org/10.21024/pnuedi.28.3.201809.27 * Strenghening the Capacity of Cultural Arts Required in Special Education

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

암센터뉴스레터1

암센터뉴스레터1 CANCER HOSPITAL News News Letter For Yonsei University Gangnam Severance Hospital http://gs.iseverance.com 2012.06.21 2012.08.16 2012.09.19 2012.10.04 2012.10.25 CONTENTS 2012.07.27 2012.10.06 2012.11.06

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

,,,.,,,, (, 2013).,.,, (,, 2011). (, 2007;, 2008), (, 2005;,, 2007).,, (,, 2010;, 2010), (2012),,,.. (, 2011:,, 2012). (2007) 26%., (,,, 2011;, 2006;

,,,.,,,, (, 2013).,.,, (,, 2011). (, 2007;, 2008), (, 2005;,, 2007).,, (,, 2010;, 2010), (2012),,,.. (, 2011:,, 2012). (2007) 26%., (,,, 2011;, 2006; ,,.. 400,,,,,,.,,, -, -, -., 3.. :, Tel : 010-9540-0640, E-mail : sunney05@hanmail.net ,,,.,,,, (, 2013).,.,, (,, 2011). (, 2007;, 2008), (, 2005;,, 2007).,, (,, 2010;, 2010), (2012),,,.. (, 2011:,, 2012).

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

methods.hwp

methods.hwp 1. 교과목 개요 심리학 연구에 기저하는 기본 원리들을 이해하고, 다양한 심리학 연구설계(실험 및 비실험 설계)를 학습하여, 독립된 연구자로서의 기본적인 연구 설계 및 통계 분석능력을 함양한다. 2. 강의 목표 심리학 연구자로서 갖추어야 할 기본적인 지식들을 익힘을 목적으로 한다. 3. 강의 방법 강의, 토론, 조별 발표 4. 평가방법 중간고사 35%, 기말고사

More information

(Exposure) Exposure (Exposure Assesment) EMF Unknown to mechanism Health Effect (Effect) Unknown to mechanism Behavior pattern (Micro- Environment) Re

(Exposure) Exposure (Exposure Assesment) EMF Unknown to mechanism Health Effect (Effect) Unknown to mechanism Behavior pattern (Micro- Environment) Re EMF Health Effect 2003 10 20 21-29 2-10 - - ( ) area spot measurement - - 1 (Exposure) Exposure (Exposure Assesment) EMF Unknown to mechanism Health Effect (Effect) Unknown to mechanism Behavior pattern

More information

???? 1

???? 1 The Korean Journal of Applied Statistics (2013) 26(1), 201 208 DOI: http://dx.doi.org/10.5351/kjas.2013.26.1.201 A Note on Model Selection in Mixture Experiments with Process Variables Jung Il Kim a,1

More information

조사연구 권 호 연구논문 한국노동패널조사자료의분석을위한패널가중치산출및사용방안사례연구 A Case Study on Construction and Use of Longitudinal Weights for Korea Labor Income Panel Survey 2)3) a

조사연구 권 호 연구논문 한국노동패널조사자료의분석을위한패널가중치산출및사용방안사례연구 A Case Study on Construction and Use of Longitudinal Weights for Korea Labor Income Panel Survey 2)3) a 조사연구 권 호 연구논문 한국노동패널조사자료의분석을위한패널가중치산출및사용방안사례연구 A Case Study on Construction and Use of Longitudinal Weights for Korea Labor Income Panel Survey 2)3) a) b) 조사연구 주제어 패널조사 횡단면가중치 종단면가중치 선형혼합모형 일반화선형혼 합모형

More information

Effects of baseball expertise and stimulus speeds on coincidence-anticipation timing accuracy of batting Jong-Hwa Lee, Seok-Jin Kim, & Seon-Jin Kim* Seoul National University [Purpose] [Methods] [Results]

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

A Problem for Government STAGE 6: Policy Termination STAGE 1: Agenda Setting STAGE 5: Policy Change STAGE 2: Policy Formulation STAGE 4: Policy Evalua

A Problem for Government STAGE 6: Policy Termination STAGE 1: Agenda Setting STAGE 5: Policy Change STAGE 2: Policy Formulation STAGE 4: Policy Evalua A Problem for Government STAGE 6: Policy Termination STAGE 1: Agenda Setting STAGE 5: Policy Change STAGE 2: Policy Formulation STAGE 4: Policy Evaluation STAGE 3: Policy Implementation 6 Monitor Policy

More information

09구자용(489~500)

09구자용(489~500) The Study on the Grid Size Regarding Spatial Interpolation for Local Climate Maps* Cha Yong Ku** Young Ho Shin*** Jae-Won Lee**** Hee-Soo Kim*****.,...,,,, Abstract : Recent global warming and abnormal

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

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

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

±èÇ¥³â

±èÇ¥³â 533 Fig. 1. Dead zone. Nine echoes are positioned 2-10 mm below the scan surface with 1 mm distance. All nine echoes are clearly visualized. 534 Fig. 2. Vertical and horizontal measurement. 10 cm distance

More information

Journal of Educational Innovation Research 2018, Vol. 28, No. 2, pp DOI: : - Qualitative Met

Journal of Educational Innovation Research 2018, Vol. 28, No. 2, pp DOI:   : - Qualitative Met Journal of Educational Innovation Research 2018, Vol. 28, No. 2, pp.369-397 DOI: http://dx.doi.org/10.21024/pnuedi.28.2.201806.369 : - Qualitative Meta-Synthesis on Child-Nurturing Experiences of Female

More information

전립선암발생률추정과관련요인분석 : The Korean Cancer Prevention Study-II (KCPS-II)

전립선암발생률추정과관련요인분석 : The Korean Cancer Prevention Study-II (KCPS-II) 전립선암발생률추정과관련요인분석 : The Korean Cancer Prevention Study-II (KCPS-II) 전립선암발생률추정과관련요인분석 : The Korean Cancer Prevention Study-II (KCPS-II) - i - - ii - - iii - - iv - - v - - vi - - vii - - viii - - ix - -

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

Journal of Educational Innovation Research 2018, Vol. 28, No. 1, pp DOI: * A Analysis of

Journal of Educational Innovation Research 2018, Vol. 28, No. 1, pp DOI: * A Analysis of Journal of Educational Innovation Research 2018, Vol. 28, No. 1, pp.99-117 DOI: http://dx.doi.org/10.21024/pnuedi.28.1.201803.99 2015 * A Analysis of the Characters and Issues about the 2015 Revised Social

More information

04조남훈

04조남훈 Received : 2011. 11. 16 Reviewed : 2011. 11. 25 Accpeted : 2011. 12. 5 A Case Report of Prescribing Yanghyeolgeopung-tang(yangxuequfeng-tang) to Two Patients with Cervical Disc Herniation and Headache

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

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

<31372DB9DABAB4C8A32E687770>

<31372DB9DABAB4C8A32E687770> 김경환 박병호 충북대학교 도시공학과 (2010. 5. 27. 접수 / 2011. 11. 23. 채택) Developing the Traffic Severity by Type Kyung-Hwan Kim Byung Ho Park Department of Urban Engineering, Chungbuk National University (Received May

More information

<C7D1B1B9B1B3C0B0B0B3B9DFBFF85FC7D1B1B9B1B3C0B05F3430B1C733C8A35FC5EBC7D5BABB28C3D6C1BE292DC7A5C1F6C6F7C7D42E687770>

<C7D1B1B9B1B3C0B0B0B3B9DFBFF85FC7D1B1B9B1B3C0B05F3430B1C733C8A35FC5EBC7D5BABB28C3D6C1BE292DC7A5C1F6C6F7C7D42E687770> 기혼 여성이 사이버대학에서 상담을 전공하면서 겪는 경험 방기연 (고려사이버대학교 상담심리학과 부교수) * 요 약 본 연구는 기혼 여성의 사이버대학 상담전공 학과 입학에서 졸업까지의 경험을 이해하는 것을 목적으로 한 다. 이를 위해 연구참여자 10명을 대상으로 심층면접을 하고, 합의적 질적 분석 방법으로 분석하였다. 입학 전 에 연구참여자들은 고등교육의 기회를

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

590호(01-11)

590호(01-11) T H E K O R E A N D O C T O R S W E E K L Y www.docdocdoc.co.kr I N S I D E 38 3 5 6 7 10 13 28 29 30 31 38 41 42 2 Advertisement Government & Medicine 3 Government & Medicine 4 Government & Medicine Government

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

388 The Korean Journal of Hepatology : Vol. 6. No COMMENT 1. (dysplastic nodule) (adenomatous hyperplasia, AH), (macroregenerative nodule, MR

388 The Korean Journal of Hepatology : Vol. 6. No COMMENT 1. (dysplastic nodule) (adenomatous hyperplasia, AH), (macroregenerative nodule, MR 6 3 2000 ; 387-392 (3) Dysplastic Nodule Young Nyun Park, M.D., Chanil Park, M.D. Department of Pathology, Yonsei University College of Medicine BRIEF HISTORY 56. AST/ALT 72/73 IU/L, total bilirubin 0.7

More information

조사연구 using odds ratio. The result of analysis for 58 election polls registered in National Election Survey Deliberation Commission revealed that progr

조사연구 using odds ratio. The result of analysis for 58 election polls registered in National Election Survey Deliberation Commission revealed that progr 조사연구 권 호 DOI http://dx.doi.org/10.20997/sr.19.3.1 연구논문 다수후보에대한선거예측의정확성과당선가능성 : 2017 년대통령선거의경우 * The Accuracy of Election Forecasts and the Chance of Winning for Multiple Candidates: In Case of the 2017

More information

슬라이드 1

슬라이드 1 대한의료관련감염관리학회학술대회 2016년 5월 26일 ( 목 ) 15:40-17:40 서울아산병원동관 6층대강당서울성심병원김지형 기능, 가격, 모든것을종합 1 Excel 자료정리 2 SPSS 학교에서준다면설치 3 통계시작 : dbstat 4 Web-R : 표만들기, 메타분석 5 R SPSS www.cbgstat.com dbstat 직접 dbstat 길들이기

More information

Journal of Educational Innovation Research 2018, Vol. 28, No. 3, pp DOI: NCS : * A Study on

Journal of Educational Innovation Research 2018, Vol. 28, No. 3, pp DOI:   NCS : * A Study on Journal of Educational Innovation Research 2018, Vol. 28, No. 3, pp.157-176 DOI: http://dx.doi.org/10.21024/pnuedi.28.3.201809.157 NCS : * A Study on the NCS Learning Module Problem Analysis and Effective

More information

한국 출산력의 저하 요인에 관한 연구

한국 출산력의 저하 요인에 관한 연구 가족계획실천율 가족계획실천자 세 유배우부인 조출생률 년간 총출생아수 연앙인구수 일반출산율 년간 총출생아수 가임연령 여자연앙인구수 합계출산율 세 연령층 여성이 출산한 출생아수 세 연령층 여성의 연앙인구수 즉 합계출산율 합 6 계 출 산 율 5 4 3 2 1 1960 1973 1977 1981 1985 1989 1993 1997 2001

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

Pharmacotherapeutics Application of New Pathogenesis on the Drug Treatment of Diabetes Young Seol Kim, M.D. Department of Endocrinology Kyung Hee Univ

Pharmacotherapeutics Application of New Pathogenesis on the Drug Treatment of Diabetes Young Seol Kim, M.D. Department of Endocrinology Kyung Hee Univ Application of New Pathogenesis on the Drug Treatment of Diabetes Young Seol Kim, M.D. Department of Endocrinology Kyung Hee University College of Medicine & Hospital E mail : ycell2@yahoo.co.kr Abstract

More information

大学4年生の正社員内定要因に関する実証分析

大学4年生の正社員内定要因に関する実証分析 190 2016 JEL Classification Number J24, I21, J20 Key Words JILPT 2011 1 190 Empirical Evidence on the Determinants of Success in Full-Time Job-Search for Japanese University Students By Hiroko ARAKI and

More information

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

Journal of Educational Innovation Research 2018, Vol. 28, No. 3, pp DOI:   The Effect of Caree Journal of Educational Innovation Research 2018, Vol. 28, No. 3, pp.325-349 DOI: http://dx.doi.org/10.21024/pnuedi.28.3.201809.325 The Effect of Career Preparation Behavior Before and After Major Transitions

More information

<3136C1FD31C8A35FC3D6BCBAC8A3BFDC5F706466BAAFC8AFBFE4C3BB2E687770>

<3136C1FD31C8A35FC3D6BCBAC8A3BFDC5F706466BAAFC8AFBFE4C3BB2E687770> 부동산학연구 제16집 제1호, 2010. 3, pp. 117~130 Journal of the Korea Real Estate Analysts Association Vol.16, No.1, 2010. 3, pp. 117~130 비선형 Mankiw-Weil 주택수요 모형 - 수도권 지역을 대상으로 - Non-Linear Mankiw-Weil Model on Housing

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

The Clinician’s Lament: How Can I Keep Up With the Literature?

The Clinician’s Lament:  How Can I Keep Up With the Literature? Evidence-Based Medicine ; 10-890 ; Medline, Embase, Cochrane library, Best Evidence (Ellis ) ( ) 40% 49% 18% 18% ( ) ( ) ( ) , R = -o.54 P < 0.001 () : 20,000 : 17,000 Medline : 4000 : 600 : 400,000

More information

Y 1 Y β α β Independence p qp pq q if X and Y are independent then E(XY)=E(X)*E(Y) so Cov(X,Y) = 0 Covariance can be a measure of departure from independence q Conditional Probability if A and B are

More information

DBPIA-NURIMEDIA

DBPIA-NURIMEDIA FPS게임 구성요소의 중요도 분석방법에 관한 연구 2 계층화 의사결정법에 의한 요소별 상관관계측정과 대안의 선정 The Study on the Priority of First Person Shooter game Elements using Analytic Hierarchy Process 주 저 자 : 배혜진 에이디 테크놀로지 대표 Bae, Hyejin AD Technology

More information