( )Trd011.hwp
|
|
- 본승 목
- 6 years ago
- Views:
Transcription
1 DOI: /trd ISSN: (Print)/ (Online) Tuberc Respir Dis 2010;69: CopyrightC2010. The Korean Academy of Tuberculosis and Respiratory Diseases. All rights reserved. 비소세포폐암에서 PNA-Mediated PCR Clamping 을이용한 EGFR 돌연변이분석법 건국대학교의학전문대학원 1 내과학교실, 2 병리학교실이계영 1, 김희정 1, 김순종 1, 유광하 1, 김원동 1, 오서영 2, 김완섭 2 Original Article PNA-Mediated PCR Clamping for the Detection of EGFR Mutations in Non-Small Cell Lung Cancer Kye Young Lee, M.D., Ph.D. 1, Hee Joung Kim, M.D. 1, Sun Jong Kim, M.D. 1, Gwang Ha Yoo, M.D. 1, Won Dong Kim, M.D. 1, Seo Young Oh, M.S. 2, Wan Seop Kim, M.D. 2 Departments of 1 Internal Medicine, 2 Pathology, Konkuk University School of Medicine, Seoul, Korea Background: Recent studies have demonstrated that the epidermal growth factor receptor (EGFR) genotype is the most important predictive marker to EGFR-tyrosine kinase inhibitors (TKIs) and first-line gefitinib treatment will be approved in the near future for use in non-small cell lung cancer (NSCLC) patients with the EGFR mutation. Direct sequencing is known to be the standard for detecting EGFR mutations; however, it has limited sensitivity. Peptide nucleic acids (PNA)-mediated PCR clamping method is a newly introduced method for analyzing EGFR mutations with increased sensitivity and stability. Methods: A total of 71 NSCLC patients were analyzed for EGFR mutations using the PNA-mediated PCR clamping technique. Sixty-nine patients were analyzed for clinicopathologic correlation with EGFR genotype; 2 patients with indeterminate results were excluded. In order to determine EGFR-TKI drug response, 57 patients (42 gefitinib, 15 erlotinib) were included in the analysis. Results: The EGFR mutation rate was 47.8%. Being female, a non-smoker, and having adenocarcinoma were favorable clinicopathologic factors, as expected. However, more than a few smokers (33.3%), male (28.1%), and patients with non-adenocarcinoma (28.6%) had the EGFR mutation. Having a combination of favorable clinicopathologic factors did not increase the EGFR mutation rate significantly. Drug response to EGFR-TKIs showed significant differences depending on the EGFR genotype; ORR was 14.3% for wild type vs 69.0% for mutant type; DCR is 28.6% for wild type vs 96.6% for mutant type. The median EGFR-TKI treatment duration is 7.6 months for mutant type group and 1.4 months for wild type group. Conclusion: EGFR genotype determined using the PNA-mediated PCR clamping method is significantly correlated with the clinical EGFR-TKI responses and PNA-mediated PCR. Key Words: Peptide Nucleic Acids; Receptor, Epidermal Growth Factor; Carcinoma, Non-Small-Cell Lung 서 론 Address for correspondence: Kye Young Lee, M.D., Ph.D. Department of Internal Medicine, Konkuk University School of Medicine, 4-12, Hwayang-dong, Gwangjin-gu, Seoul , Korea Phone: , Fax: kyleemd@kuh.ac.kr Received: Sep. 3, 2010 Accepted: Oct. 15, 2010 Epidermal growth factor receptor-tyrosine kinase inhibitors (EGFR-TKIs) 가임상에도입된초기에는여성, 비흡연자, 선암, 동양인등과같은임상-병리적요소들이약제를선택하는기준이었지만 1-3, 최근에는 EGFR 돌연변이가 EGFR-TKI 에대한약제반응을결정하는가장중요한인자라는것이밝혀지면서 4,5 EGFR 돌연변이분석검사의 271
2 KY Lee et al: PNA-mediated PCR clamping for the detection of EGFR mutations 중요성이대두되고있다. 또한조만간 EGFR 돌연변이양성비소세포폐암환자는 1차항암약제로서세포독성항암제를지양하고 gefitinib 와같은 EGFR-TKI 가선택처방될것으로예상되는시점에서, EGFR 돌연변이분석검사는이제연구적가치를넘어서임상에서반드시필요한검사방법으로자리매김할것으로예상하고있으며, 정확하고예민한 EGFR 돌연변이분석검사방법의도입은필연적이라하겠다. EGFR 돌연변이를검사할수있는분석방법으로는 direct sequencing 이표준방법으로알려져있고현재대다수의문헌자료들은이방법에의한결과들이다 6. 그러나 direct sequencing 방법은민감도가떨어져서 mutant DNA 가최소 20% 이상의농도를유지해야검출되므로정상 DNA 에의한희석효과를감소시키기위하여조직에서종양세포의세포비율 (cellularity) 이 40% 이상은되어야하며정확한분석을위해서암세포조직에대한 laser capture microdissection이필요하다 7. 따라서예민도가높고임상적으로 EGFR-TKI 에대한약제반응과의일치도가높은검사방법이요구되고있는데, IPASS study 에서사용된 Scorpion 방법이널리알려져있기는하지만 8, 고비용과검사키트의물리적안정성등의문제점으로인해현재국내에널리보급되고있지않은상황이다. 최근 peptide nucleic acids (PNA) 를이용한방법, 즉 PNA-mediated PCR clamping 이란방법이개발되어 EGFR 돌연변이분석에이용하려는움직임이있어주목받고있으며 9, 국제적으로도이방법을이용한연구결과가이미보고되기시작하였다 10,11. 이에저자들은비소세포폐암환자에서 PNAmediated PCR clamping 방법을이용하여 EGFR 돌연변이검사를시행하고그결과와 EGFR-TKI 에대한약제반응과의일치도를분석조사하여비소세포폐암에서 PNAmediated PCR clamping을이용한 EGFR 돌연변이분석검사의임상적유용성을조사하여보고하는바이다. 대상및방법 1. 연구대상건국대학교병원에서비소세포폐암으로진단받은 71명의환자를대상으로하였고, 연령은 70.8±12.2세 (26 86세 ) 남녀비는 33:38 (46.5%:53.5%), 흡연력은비흡연자 36명 (50.7%), 과거흡연자 16명 (22.5%), 현재흡연자 19명 (26.8%) 이며, 선암이 64명 (90.1%) 으로대다수를차지하고있었으며기타평편상피암 3명 (4.2%), 대세 Table 1. Patient characteristics (n=71) Age, yr Average±SD 70.8±12.2 Median (range) 61 (26 86) Sex, No. (%) Male 33 (46.5) Female 38 (53.5) Smoking status, No. (%) Never smoker 36 (50.7) Ex-smoker 16 (22.5) Current smoker 19 (26.8) Pathology, No. (%) Adenocarcinoma 64 (90.1) Squamous cell carcinoma 3 (4.2) Large cell carcinoma 1 (1.4) Non-small cell carcinoma 3 (4.2) Biopsy vs. Cyotlogy, No. (%) Biopsy 45 (64.3) Cytology 26 (36.6) Stage, No. (%) IA 1 (1.4) IB 5 (7.0) IIA 1 (1.4) IIB 2 (2.8) IIIA 1 (1.4) IIIB 14 (19.7) IV 47 (66.2) 포암 1명 (1.4%), 비소세포폐암 3명 (4.2%) 이었으며, 조직검사시료가 45명 (64.3%) 이었으며세포진검사시료는 26명 (36.6%) 이었다 (Table 1). 병기별로는 IV병기가 47명 (66.2%) 으로가장많았고 IIIB가 14명 (19.7%) 으로뒤를이었다. 2. DNA 분리 병리의사가현미경으로관찰하여파라핀포매조직및세포슬라이드에서종양세포가최소 50% 이상포함되도록영역을표기하였다. 커버글라스를 xylene 으로제거한후 26 gauge 주사기바늘을이용하여암세포만을분리채취하였다. 10% Resin 이들어있는 DNA extraction buffer (50mMTris-cl ph 8.5, 1mMEDTA ph 8.0, 0.5% Tween 20) μl 에채취된암세포만을분리하여넣고 200 μg/ml Proteinase K와혼합한후 56 o C에서최소 1시간이상처리한후 100 o C에서 10분동안가열하였다. 그리고 12,000 rpm에서 분동안원심분리하고 Resin이혼입되지않도록주의하면서상층액만을채취하여 PCR 반응에사용하였다 12,
3 Tuberculosis and Respiratory Diseases Vol. 69. No. 4, Oct PNA-mediated PCR clamping 추출된 DNA 에서 EGFR 돌연변이분석검사는 PNA Table 2. The PCR protocol One cycle Pre-denaturation 94 o C 5 min 4-Step cycling Denaturation 94 o C 30 sec PNA clamping 70 o C 20 sec Annealing 63 o C 30 sec Extension 72 o C 30 sec No. of cycles: 40 cycles One cycle Final extension 72 o C 5 min Clamp TM EGFR mutation detection kit (PANAGENE, Daejeon, Korea) 를사용하여검출하였다. Real time PCR 기기는 CFX 384 (Bio-Rad, Hercules, CA, USA) 를사용하였으며 Table 2의반응조건으로실험하였다. PNAClamp TM EGFR mutation detection kit에서검출가능한돌연변이는 Table 3에나타내었다. 야생형유전자와혼성화되도록고안된 PNA 프로브가 EGFR 돌연변이코돈유전자부위에혼성화되어증폭을저해하게되면증폭이저해되어 Ct값이높게나타난다. 반면 EGFR 돌연변이코돈부위에돌연변이가발생한경우 PNA 프로브와혼성화되지못하고증폭되어 Ct값이낮게나타나게된다. Standard Ct값에서미지의시료로부터얻어진 Ct값을빼어얻어진 Ct의값을확인하여각코돈의돌연변이유무를확인하였다. Table 3. The PNA-mediated clamping method detects 29 mutations of the EGFR gene No. EGFR detection region Exon Amino acids change Base change 1 18 Point mutation p.gly719ala 2156 G>C 2 18 p.gly719ser 2155 G>A 3 18 p.gly719cys 2155 G>T 4 19 Deletion p.glu746_ala750del 2235_2249 del p.glu746_thr751delinsile 2235_2252 AAT (complex) 6 19 p.glu746_ser752del 2236_2253 del p.glu746_thr751delinsala 2237_2251 del p.glu746_s752>ala 2237_2254 del p.glu746_ser752delinsval 2237_2255>T (complex) p.glu746_ala750del 2236_2250 del p.glu746_ser752delinsasp 2238_2255 del p.leu747_ala750>pro 2238_2248 >GC (complex) p.leu747_thr751delinsgln 2238_2252 >GCA (complex) p.leu747_glu749del 2239_2247 del p.leu747_thr751del 2239_2253 del p.leu747_ser752del 2239_2256 del p.leu747_glu749del; p.ala750pro 2239_2248 TTAAGAGAAG>C p.leu747_pro753delinsgln 2239_2258 >CA (complex) p.leu747_thr751delinsser 2240_2251 del p.leu747_pro753delinsser 2240_2257 del p.leu747_thr751del 2240_2254 del p.leu747_thr751deinspro 2239_2251>C (complex) Point mutation p.thr790met 2369 C>T p.ser768ile 2303 G>T Insertion p.ala767_val769dupalaserval 2307_2308 ins p.his773duphis 2319_2320 inscac p.asp770_asn771insgly 2310_2311 insggt Point mutation p.leu858arg 2573 T>G p.leu861gln 2582 T>A PNA: peptide nucleic acids; EGFR: epidermal growth factor receptor. 273
4 KY Lee et al: PNA-mediated PCR clamping for the detection of EGFR mutations 4. 통계분석 수집한자료는 SPSS version 17.0 (SPSS Inc., Chicago, IL, USA) 를이용하여통계처리하였다. 임상특성비교에있어서연령은 Mann-Whitney U test, 성별, 흡연력, 병기, Table 4. EGFR mutation testing results using PNA-mediated PCR clamping (n=71) Wild type 36 (50.7) Indeterminate 2 (2.8) Mutant type 33 (46.5) Exon19 del 18 (54.5) Exon21 L858R or L861Q 14 (42.4) Exon19 del+t790m 1 (3.0) Values are presented as number (%). EGFR: epidermal growth factor receptor; PNA: peptide nucleic acids. 조직형, 검체종류, 약제사용에대한반응은 chi-square test, 무진행생존율은 Kaplan Meier 법과 log rank test를이용하여분석하였다. p값이 0.05 미만인경우통계적으로유의한것으로판단하였다. 결 1. PNA-mediated PCR clamping 을이용한 EGFR 돌연변이분석 71명의비소세포폐암환자에서 PNA-mediated PCR clamping 방법을이용하여 EGFR genotyping 을시행한결과 36명 (50.7%) 에서는 wild-type 이 33명 (46.5%) 에서는 mutant-type 이결정되었고, 2명 (2.8%) 에서는 genotype 을결정할수없었다 (Table 4). 그이유는추출된 DNA 의질적인문제때문에 PCR 증폭이잘되지않은것으로생각 과 Table 5. Comparisons of clinicopathologic factors depending on EGFR genotype EGFR wild-type No. (%) (n=36 [52.2%]) EGFR mutant-type No. (%) (n=33 [47.8%]) Total No. (%) (n=69) p-value Sex, M:F 23:13 (63.9) 9:24 (27.3) 32:37 (46.4) Male 23 (71.9) 9 (28.1) 32 (46.4) Female 13 (35.1) 24 (64.9) 37 (53.6) Age Median (range) 57 (36 86) 63 (26 81) 61 (26 86) Mean±SD 60.8± ± ± Smoking status Non smoker 13 (36.1) 22 (66.7) 35 (50.7) Current smoker 12 (33.3) 6 (18.2) 18 (26.1) Ex-smoker 11 (30.6) 5 (15.2) 16 (23.2) Never smoker 13 (36.1) 22 (66.7) 35 (50.7) Ever smoker 23 (63.9) 11 (33.3) 34 (49.3) Pack-years 35.0± ± ± Stage IB 2 (5.6) 3 (9.1) 5 (7.2) IIA 1 (2.8) 0 1 (1.4) IIB 2 (5.6) 0 2 (2.9) IIIA 1 (2.8) 0 1 (1.4) IIIB 8 (22.2) 6 (18.2) 14 (20.3) IV 22 (61.1) 24 (72.7) 46 (66.7) Pathology Adenocarcinoma 31 (86.1) 31 (93.9) 62 (89.9) Squamous cell carcinoma 2 (5.6) 1 (3.0) 3 (4.3) Large cell carcinoma 1 (2.8) 0 1 (1.4) Non-small cell carcinoma 2 (5.6) 1 (3.0) 3 (4.3) Biopsy 22 (61.1) 22 (66.7) 44 (63.8) Cytology 14 (38.9) 11 (33.3) 25 (36.2) EGFR: epidermal growth factor receptor. 274
5 Tuberculosis and Respiratory Diseases Vol. 69. No. 4, Oct 된다. EGFR 돌연변이는 exon 19 del이 18명 (54.5%) 으로가장빈도가높았고뒤이어 exon 21 L858R이 14명 (42.4%), 그리고 1명의환자에서는 exon 19 del과획득내성돌연변이인 T790M이동시에발견되었다. 2. EGFR genotype과임상-병리인자들과의비교 EGFR genotype이결정된 69명환자들을야생 (wildtype) 군과변이 (mutant) 군으로구분하여주요임상- 병리인자들에대하여비교분석하여보았다 (Table 5). EGFR 돌연변이는예상대로여성 (64.9%:28.1%), 비흡연자 (62.9%: 37.1%) 에서유의하게높은빈도를보였지만상대적으로적지않은숫자의남성, 흡연자에서도 EGFR 돌연변이가발견되었다. 연령, 흡연량, 병기에대해서는유의한차이를발견할수없었고병리학적으로는선암에서는 62명중 31명, 즉 50% 의양성률을보이고비선암에서는 7명중 2 명 28.6% 의양성률을보였으나통계적유의성을발견할수없었던것은비선암의환자수가절대적으로적었기때 문이라고생각된다. 조직검사로진단된경우와세포진검사로진단된경우사이에서 EGFR 돌연변이검출률에는유의한차이를관찰할수없었다. EGFR-TKI 에대한약제반응이좋다고알려진임상-병리인자인여성, 비흡연자, 선암등의인자와돌연변이의빈도와의관련성을비교해볼때우호적인자들이두가지조합, 심지어세가지조건모두를가지고있는경우에도 EGFR 돌연변이율이크게증가하지않는다는사실을확인할수있어 (Table 6), 임상-병리인자들만가지고 EGFR 돌연변이를예측해서는안되고반드시 EGFR 돌연변이검사를시행해야한다는것을시사하는자료라고생각한다. 한편 EGFR 돌연변이가확인된 33명의환자들을분석해보면우호적인자가하나도없는경우는 1명 (3.0%) 에서만돌연변이양성이었고, 두가지인자를가지고있는경우는 Table 6. EGFR mutation positive rate depending on favorable clinicopathologic factors Female 24/37 (64.9%) Non-smoker 22/35 (62.9%) Adenocarcinoma 31/62 (50.0%) Female and non-smoker 19/35 (54.3%) Female and adenocarcinoma 23/35 (65.7%) Non-smoker and adenocarcinoma 21/33 (63.6%) Female and non-smoker and 18/28 (64.3%) adenocarcinoma EGFR: epidermal growth factor receptor. Figure 1. The proportions of favorable clinicopathologic factors and each combination in EGFR mutation positive group (n=33). Table 7. The concordance rate between EGFR genotypes and TKI responses EGFR wild type No. (%) (n=28 [49.1%]) EGFR mutant type No. (%) (n=29 [50.9%]) Total No. (%) (n=57) p-value Gefitinib 17 (60.7) 24 (82.8) 41 (71.9) Erlotinib 11 (39.3) 5 (17.2) 16 (28.1) Response evaluation CR <0.001 PR 4 (14.3) 20 (69.0) 24 (42.1) SD 4 (14.3) 8 (27.6) 12 (21.1) PD 20 (71.4) 1 (3.4) 21 (36.8) Overall RR (ORR) (CR+PR) 4/28 (14.3) 20/29 (69.0) 24/57 (42.1) <0.001 Disease control rate (CR+PR+SD) 8/28 (28.6) 28/29 (96.6) 36/57 (63.2) <0.001 Duration of TKI, Median (range), mo 1.7 ( ) 8.3 ( ) 4.7 ( ) <0.001 EGFR: epidermal growth factor receptor; TKI: tyrosine kinase inhibitors. 275
6 KY Lee et al: PNA-mediated PCR clamping for the detection of EGFR mutations Figure 2. Progression free survival (duration of EGFR-TKI treatment) according to EGFR genotype. 9명 (27.3%), 그리고세가지인자모두를가지고있는경우는 18명 (69.7%) 으로서우호적인자가많을수록돌연변이를가지고있을확률은증가한다는사실을확인할수있었다 (Figure 1). 3. EGFR-TKI 약물반응과 EGFR genotype EGFR genotype이결정된 69명의환자중에서 EGFR- TKI 를사용한 57명의환자를대상으로 EGFR 돌연변이유무에따른 EGFR-TKI 에대한약제반응을분석하여보았다 (Table 7). 분석대상 57명의환자중 28명 (49.1%) 이야생형이었고 29명 (50.9%) 이변이형이었으며 42명은 gefitinib를 15명은 erlotinib 를처방받았다. 변이형에서는 gefitinib 처방이상대적으로월등히많았음을확인할수있었는데이는 gefitinib에대한국내처방기준과연관이있을것으로생각된다. 양군에서완전관해환자는 1명도없었으며, 변이형군에서부분관해 69.0%, 안정질환 27.6% 로서질병조절률이 96.6% 로서야생형의각각 14.3%, 14.3%, 28.6% 의결과보다현저한차이를보이고있음을확인할수있었다 (p<0.001). 또한 EGFR-TKI 약제사용기간 ( 무진행생존기간 ; progression free survival) 도중앙값이변이형이 7.6개월인반면야생형은 1.4개월로뚜렷하고도유의한차이를나타내었다 (Figure 2). 고 찰 PNA 는인공 DNA 의일종으로 DNA 보다유전자를인식하는능력이뛰어나고 nuclease 와같은생물학적효소에대하여매우안정적인특징을가지고있어서, PNA-mediated PCR clamping 방법은 EGFR 돌연변이를 PCR 반응만으로신속하고정확하게찾아낼수있는방법으로알려져있다 10,14,15. 일본에서는 PNA-LNA PCR clamp를이용한 EGFR mutation kit가상용화되어있고이미이를이용한임상시험결과들이보고된바있으며, 임상연구수준이아니라일반적인폐암임상에정규검사로시행되고있다고한다 16. 이러한배경에서 PNA에대한대량생산에대한기술적원천특허권을국내기업인 ( 주 )PANAGENE이가지고있다는사실을생각해볼때, 국내에서 PNA를이용한 EGFR mutation kit가이제개발되어그임상자료가이제발표된다는사실은뒤늦은감이없지않다고생각된다. 더욱이 EGFR 돌연변이의임상적중요성과그빈도가우리나라와같은동양인에많다는사실에착안하여이에대한관심을배가시킬필요가있다고생각한다. 본연구에서 71명의환자시료를대상으로검사를시행한결과두명의환자에서는명확한 EGFR 유전형을결정하지못하였는데, 이두예는모두 DNA 추출에문제가있었던것으로생각된다. 이는돌연변이를분석및검출하는방법도중요하지만이에앞서양질의 DNA 를분리하는것이선행되어야함을확인할수있는사실이라고생각된다. 본연구에서현재표준방법으로알려져있는 direct sequencing 방법과의직접적인비교연구는시행하지못하였지만, EGFR 유전자형에따른임상-병리인자들과의상관성과 EGFR-TKI 에대한약물반응과의일치도결과에서볼때 PNA-mediated PCR clamping 방법은비소세포폐암에서 EGFR 돌연변이를검출하는데매우유용한검사방법이될것으로예상된다. 본연구결과에서보듯이 EGFR 돌연변이는선암, 여성, 비흡연자에서월등히그빈도가높다는사실을확인할수있었지만, 적지않은숫자의흡연자, 남성그리고때로는비선암환자에서도 EGFR 돌연변이가관찰되고이러한 EGFR 돌연변이는 EGFR-TKI 에대한약제반응과명백한관련성이있다는사실에서 EGFR 돌연변이검사는이제폐암의진료에있어서일상적으로시행되는검사방법이되어야할것으로생각한다. 또한본연구의시료분포를보면 61.1% 가조직검사시료인반면 38.9% 가세포진검사시료를이용하여조직검사시료에비하여그검사결과의예민도가떨어지지않았다는점에서 PNA-mediated PCR clamping 방법의예민도를증명할수있었다고생각한다. 이방법은 1% 의돌연변이 DNA 만있어도검출해낼수있는예민한방법이라고알려져있다 10. 반면 direct sequencing 방법은정상 DNA 에의한희석효과때문에돌 276
7 Tuberculosis and Respiratory Diseases Vol. 69. No. 4, Oct 연변이 DNA가 20% 이상은되어야검출해낼수있다고알려져있다. 하지만 PNA-mediated PCR clamping 방법은 direct sequencing 과는달리새로운돌연변이를검출해낼수는없는단점이있다. 즉, 기존의잘알려진돌연변이형에대한 kit를개발한검사법이고본연구에사용한 PANAGENE 사의 PNAClamp TM EGFR mutation detection kit는지금까지알려진돌연변이형중임상적으로중요하고빈도가흔한 29가지종류를망라하고있어서임상적으로중요한돌연변이를놓칠가능성은높지않다고생각한다. 실제로 EGFR 돌연변이는 EGFR 유전자의 TK domain (exon 18 21) 에예외없이존재하는데현재까지 250여가지이상의돌연변이가보고되고있지만이중에서임상적중요성이알려진돌연변이는 10개를넘지않고있다고알려져있다 다만아직임상시료에대한분석경험이많지않아이에대한충분한임상적용이필요한상태이다. 현재저자를중심으로 200여명의비소세포폐암환자에서파라핀포매병리조직을이용하여 direct sequencing 과 PNA-mediated PCR clamping 방법간의비교연구가진행중인데이연구가끝나면보다정확한비교임상자료를얻을수있을것으로생각된다. EGFR 돌연변이는민감성 (sensitizing) 돌연변이와내성 (resistant) 돌연변이로대별되는데 exon 19의 deletion 과 exon 21의 L858R point mutation이가장중요한민감성돌연변이로서약 85 90% 를차지하고있고 exon 19 del 돌연변이가 TKI에대한민감성이더좋은것으로알려져있다 20. 반면 exon 20의 T790M 점돌연변이는가장중요한내성돌연변이로서획득내성환자의 50% 이상에서발견되는것으로알려져있다 21. 따라서 T790M 점돌연변이의검출문제는 EGFR-TKI 의획득내성의문제가부각되고이에대한대안으로개발되고있는 BIBW2992 와같은제2세대 EGFR-TKI 의임상도입에있어서매우중요한이슈로부각될수있는문제이기에예민도가높은 PNAmediated PCR clamping 과같은방법을혈장 DNA 에적용하는시도가필요할것으로예상된다 22,23. 원칙적으로 T790M 검출에대해서는재조직검사 (rebiopsy) 가필요하지만현실적으로재조직검사에대한어려움이너무크므로혈장 DNA에서돌연변이를검색할수있는방법들에대한많은연구가진행중이어서조만간이에대해서도그임상적유용성에대한결론이내려질것으로생각된다 24. 결론적으로본연구를통하여비소세포폐암환자에서 EGFR 돌연변이를검출하는데있어서 PNA-mediated PCR clamping 방법은신속하고예민한방법임을확인할수있었으며 EGFR-TKI 에대한약물반응과의일치도가비교적매우정확하다는점에서그임상적유용성이높다고판단되며, 국내비소세포폐암환자에서 EGFR 돌연변이에관한임상자료를얻는데향후기여도가매우높은검사방법으로자리매김할수있도록다양한임상연구가진행되어야할것으로생각한다. 감사의글 This study was supported by a grant from Korean Association for the Study of Lung Cancer (KASLC-1002). 참고문헌 1. Lynch TJ, Bell DW, Sordella R, Gurubhagavatula S, Okimoto RA, Brannigan BW, et al. Activating mutations in the epidermal growth factor receptor underlying responsiveness of non-small-cell lung cancer to gefitinib. N Engl J Med 2004;350: Paez JG, Jänne PA, Lee JC, Tracy S, Greulich H, Gabriel S, et al. EGFR mutations in lung cancer: correlation with clinical response to gefitinib therapy. Science 2004;304: Pao W, Miller VA. Epidermal growth factor receptor mutations, small-molecule kinase inhibitors, and nonsmall-cell lung cancer: current knowledge and future directions. J Clin Oncol 2005;23: Cappuzzo F, Hirsch FR, Rossi E, Bartolini S, Ceresoli GL, Bemis L, et al. Epidermal growth factor receptor gene and protein and gefitinib sensitivity in non-smallcell lung cancer. J Natl Cancer Inst 2005;97: Zhu CQ, da Cunha Santos G, Ding K, Sakurada A, Cutz JC, Liu N, et al. Role of KRAS and EGFR as biomarkers of response to erlotinib in National Cancer Institute of Canada Clinical Trials Group Study BR.21. J Clin Oncol 2008;26: Dacic S. EGFR assays in lung cancer. Adv Anat Pathol 2008;15: Pao W, Ladanyi M. Epidermal growth factor receptor mutation testing in lung cancer: searching for the ideal method. Clin Cancer Res 2007;13: Mok TS, Wu YL, Thongprasert S, Yang CH, Chu DT, Saijo N, et al. Gefitinib or carboplatin-paclitaxel in pulmonary adenocarcinoma. N Engl J Med 2009;361: Lee KY. Molecular diagnosis in lung cancer. J Lung 277
8 KY Lee et al: PNA-mediated PCR clamping for the detection of EGFR mutations Cancer 2010;9: Tanaka T, Nagai Y, Miyazawa H, Koyama N, Matsuoka S, Sutani A, et al. Reliability of the peptide nucleic acid-locked nucleic acid polymerase chain reaction clamp-based test for epidermal growth factor receptor mutations integrated into the clinical practice for non-small cell lung cancers. Cancer Sci 2007;98: Mitsudomi T, Morita S, Yatabe Y, Negoro S, Okamoto I, Tsurutani J, et al. Gefitinib versus cisplatin plus docetaxel in patients with non-small-cell lung cancer harbouring mutations of the epidermal growth factor receptor (WJTOG3405): an open label, randomised phase 3 trial. Lancet Oncol 2010;11: Hwang TS. Molecular biologic techniques in cytopathologic diagnosis. Korean J Pathol 2009;43: Kim SK, Kim DL, Han HS, Kim WS, Kim SJ, Moon WJ, et al. Pyrosequencing analysis for detection of a BRAFV600E mutation in an FNAB specimen of thyroid nodules. Diagn Mol Pathol 2008;17: Nagai Y, Miyazawa H, Huqun, Tanaka T, Udagawa K, Kato M, et al. Genetic heterogeneity of the epidermal growth factor receptor in non-small cell lung cancer cell lines revealed by a rapid and sensitive detection system, the peptide nucleic acid-locked nucleic acid PCR clamp. Cancer Res 2005;65: Miyazawa H, Tanaka T, Nagai Y, Matsuoka M, Sutani A, Udagawa K, et al. Peptide nucleic acid-locked nucleic acid polymerase chain reaction clamp-based detection test for gefitinib-refractory T790M epidermal growth factor receptor mutation. Cancer Sci 2008;99: Tanaka T, Matsuoka M, Sutani A, Gemma A, Maemondo M, Inoue A, et al. Frequency of and variables associated with the EGFR mutation and its subtypes. Int J Cancer 2010;126: Sharma SV, Bell DW, Settleman J, Haber DA. Epidermal growth factor receptor mutations in lung cancer. Nat Rev Cancer 2007;7: Chou TY, Chiu CH, Li LH, Hsiao CY, Tzen CY, Chang KT, et al. Mutation in the tyrosine kinase domain of epidermal growth factor receptor is a predictive and prognostic factor for gefitinib treatment in patients with non-small cell lung cancer. Clin Cancer Res 2005;11: Cortes-Funes H, Gomez C, Rosell R, Valero P, Garcia- Giron C, Velasco A, et al. Epidermal growth factor receptor activating mutations in Spanish gefitinib-treated non-small-cell lung cancer patients. Ann Oncol 2005;16: Jackman DM, Yeap BY, Sequist LV, Lindeman N, Holmes AJ, Joshi VA, et al. Exon 19 deletion mutations of epidermal growth factor receptor are associated with prolonged survival in non-small cell lung cancer patients treated with gefitinib or erlotinib. Clin Cancer Res 2006;12: Balak MN, Gong Y, Riely GJ, Somwar R, Li AR, Zakowski MF, et al. Novel D761Y and common secondary T790M mutations in epidermal growth factor receptormutant lung adenocarcinomas with acquired resistance to kinase inhibitors. Clin Cancer Res 2006;12: Engelman JA, Zejnullahu K, Mitsudomi T, Song Y, Hyland C, Park JO, et al. MET amplification leads to gefitinib resistance in lung cancer by activating ERBB3 signaling. Science 2007;316: Engelman JA, Jänne PA. Mechanisms of acquired resistance to epidermal growth factor receptor tyrosine kinase inhibitors in non-small cell lung cancer. Clin Cancer Res 2008;14: Maheswaran S, Sequist LV, Nagrath S, Ulkus L, Brannigan B, Collura CV, et al. Detection of mutations in EGFR in circulating lung-cancer cells. N Engl J Med 2008;359:
untitled
DOI: 10.4046/trd.2011.70.1.21 ISSN: 1738-3536(Print)/2005-6184(Online) Tuberc Respir Dis 2011;70:21-27 CopyrightC2011. The Korean Academy of Tuberculosis and Respiratory Diseases. All rights reserved.
More information기관고유연구사업결과보고
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 information이영주.hwp
지원연구분야 ( 코드 ) G0205 과제번호 1210500 창의일반과제프로그램공개가능여부과제성격 ( 기초, 응용, 개발 ) 응용실용화대상여부실용화비공개 ( 공개, 비공개 ) ( 국문 ) 비소세포폐암환자에서 matrix-assisted laser desorption 연구과제명 과제책임자 세부과제 ionization-time of flight mass spectrometry
More informationJkbcs016(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( )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 informationLumbar 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 information06. Roadmap to final diagnosis.hwp
대한내과학회지 : 제 93 권제 3 호 2018 https://doi.org/10.3904/kjm.2018.93.3.266 Roadmap to diagnosis 분자생물학적기법에근거한비편평상피세포폐암의진단과치료 고려대학교의과대학구로병원호흡기내과 이승룡 Diagnosis and Treatment of Non-Squamous Lung Cancer Based on
More information김범수
Analysis of Outcomes after Resection of Sarcomatous Hepatocellular Carcinoma Purpose: Sarcomatous hepatocellular carcinoma (HCC) is rare. Therefore, the clinicopathologic characteristics and prognosis
More informationJkbcs032.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<313020BFF8C0FA B9DAC1F6BFB52DC0E5BDC2C8C62E687770>
대한내과학회지 : 제 81 권제 5 호 2011 비편평, 비소세포폐암에서 EGFR 염기서열분석법의치료반응예측 한림대학교성심병원 1 호흡기-알레르기내과, 2 혈액종양내과, 강동성심병원 3 호흡기-알레르기내과, 4 혈액종양내과, 5 한림유전체응용연구소 박지영 1 장승훈 1 김효정 2 박용범 3 권정혜 4 송헌호 4 이경화 5 김진희 1 김주희 1 박성훈 1 황용일
More information012임수진
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 informationΔ Epidermal growth factor receptor (EGFR) is well established target for cancer treatment and EGFR tyrosine kinase (TK) inhibitors such as gefinitib and elotinib have been developed as anti-cancer drugs.
More informationCan032.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 informationPharmacotherapeutics 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 information한국성인에서초기황반변성질환과 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 informationECG & 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 information386-390.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 information원저 ISSN 일산병원학술지 2017;16(2): Epidermal Growth Factor Receptor (EGFR) 변이가있는 70 세이상의고령의진행성 Non-small Cell Lung Cancer (NSCLC) 환자를대상으로 1
원저 ISSN 2093-9272 일산병원학술지 2017;16(2):134-138 Epidermal Growth Factor Receptor (EGFR) 변이가있는 70 세이상의고령의진행성 Non-small Cell Lung Cancer (NSCLC) 환자를대상으로 1 차치료로써 Gefitinib (Iressa ) 단독요법의치료효과및부작용에관한연구 국민건강보험일산병원종양혈액내과
More information139~144 ¿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- 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 information레이아웃 1
대한위장관기질종양연구회 01 GIST 06 02 11 03 Imatinib 14 04 05 06 07 Sunitinib 32 40 44 48 GIST 6 01 7 GIST Guide book GIST 8 01 9 GIST Guide book GIST (CT) MRI FDG-PET 10 02 11 GIST Guide book 12 02 (Imatinib)
More information1..
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 informationDBPIA-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 information전립선암발생률추정과관련요인분석 : 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 informationuntitled
J Lung Cancer 2012;11(2):59-65 http://dx.doi.org/10.6058/jlc.2012.11.2.59 Mechanisms of Acquired Resistance to Epidermal Growth Factor Receptor Inhibitors and Overcoming Strategies in Lung Cancer Although
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 informationAbstract Background : Most hospitalized children will experience physical pain as well as psychological distress. Painful procedure can increase anxie
Volume 12, Number 1, 92~102, An Intervention Study of Pain Reduction during IV Therapy in Hospitalized Children Myo-Jin Kim 1), Joung-Hae Bak 1), Won-Seok Seo 2) Mi-Young Kim 3), Sun-Kyoung Park 3), Jai-Soung
More information°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- 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<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 informationJournal 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 informationJournal 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 information2016 학년도약학대학면접문제해설 문제 2 아래의질문에 3-4분이내로답하시오. 표피성장인자수용체 (epidermal growth factor receptor, EGFR) 는수용체티로신인산화효소군 (receptor tyrosine kinases, RTKs) 의일종으로서세
본문제에대한지적소유권은동국대학교에있습니다. 본교의서면허락없이무단으로출판, 게재, 사용할수없습니다. 문제 2 2016 학년도약학대학면접문제 아래의질문에 3-4 분이내로답하시오. 표피성장인자수용체 (epidermal growth factor receptor, EGFR) 는수용체티로신 인산화효소군 (receptor tyrosine kinases, RTKs) 의일종으로서세포의생존과증식
More informationTHE 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 informationDBPIA-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 informationJournal 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(
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 information7.ƯÁýb71ÎÀ¯È« š
J KMA Special Issue Myelodysplastic Syndrome June Won Cheong, MD Yoo Hong Min, MD Department of Internal Medicine, Yonsei University College of Medicine E mail : jwcheong70@yumc.yonsei.ac.kr minbrmmd@yumc.yonsei.ac.kr
More information( )Kju269.hwp
만성세균성전립선염모델흰쥐에서 의항염효과 Anti-inflammatory Effect of Lycopene on Chronic Bacterial Prostatitis Rat Model Cho Hwan Yang, Dong Wan Sohn, Yong-Hyun Cho From the Department of Urology, The Catholic University
More information14_김용태_ 수정 완료.hwp
원저 ISSN 2093-9272 일산병원학술지 2018;17(2):75-79 뇌전이된비소세포폐암환자를대상으로 Gefitinib(Iressa) 의치료효과분석 국민건강보험일산병원종양혈액내과 김용태 Effect of Gefitinib with Brain Metastasis from Non Small Cell Lung Cancer (NSCLC) Yong Tai Kim
More information서론 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:,,.,. 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 information16(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 information황지웅
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 informationTreatment and Role of Hormaonal Replaement Therapy
Treatment and Role of Hormone Replacement Therapy Chung-Ang University Hospital Chee Jeong Kim 7.2 5.3 6.4 5.6 7.3 5.5 1 1 2 3 4 10 11 7 34 49 122 123 1.0 - - 10. 2001 1998 1998 Improvement of postmenopausal
More information저작자표시 - 비영리 - 변경금지 2.0 대한민국 이용자는아래의조건을따르는경우에한하여자유롭게 이저작물을복제, 배포, 전송, 전시, 공연및방송할수있습니다. 다음과같은조건을따라야합니다 : 저작자표시. 귀하는원저작자를표시하여야합니다. 비영리. 귀하는이저작물을영리목적으로이용할
저작자표시 - 비영리 - 변경금지 2.0 대한민국 이용자는아래의조건을따르는경우에한하여자유롭게 이저작물을복제, 배포, 전송, 전시, 공연및방송할수있습니다. 다음과같은조건을따라야합니다 : 저작자표시. 귀하는원저작자를표시하여야합니다. 비영리. 귀하는이저작물을영리목적으로이용할수없습니다. 변경금지. 귀하는이저작물을개작, 변형또는가공할수없습니다. 귀하는, 이저작물의재이용이나배포의경우,
More informationDBPIA-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 informationKbcs002.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 informationY 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<C7D1B1B9B1A4B0EDC8ABBAB8C7D0BAB85F31302D31C8A35F32C2F75F303132392E687770>
버스 외부 광고의 효과에 관한 탐색적 연구 : 매체 접촉률과 인지적 반응을 중심으로 1) 고한준 국민대학교 언론정보학부 조교수 노봉조 벅스컴애드 대표 이사 최근 몇 년 사이 옥외 광고나 인터넷 광고 등 BTL(Below the Line) 매체가 광고 시장에서 차지하 는 비중이 점점 높아지고 있다. 버스 외부 광고는 2004년 7월 서울시 교통체계개편 이후 이용자
More information433대지05박창용
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 information7월웹진
최근연구소식 최근의연구동향을이해할수있도록몇편의논문을요약하여하나의주제로소개합니다. 새로운항암치료타겟인 c-met 저해제의연구현황 Livio Trusolino, Andrea Bertotti and Paolo M. Comoglio (2010) MET signalling: principles and function in development, organ regeneration
More information???? 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 informationAbstract 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<313120B9DABFB5B1B82E687770>
한국민족문화 40, 2011. 7, 347~388쪽 1)중화학공업화선언과 1973년 공업교육제도 변화* 2)박 영 구** 1. 머리말 2. 1973년, 중화학공업화선언과 과학기술인력의 부족 3. 1973년 전반기의 교육제도 개편과 정비 1) 계획과 개편 2) 기술교육 개선안과 인력개발 시책 4. 1973년 후반기의 개편과 정비 5. 정비된 정규교육제도의 특징
More informationAnalyses 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 information550호(01-09)
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 8 11 13 24 25 27 29 31 38 41 42 2 Advertisement Government & Medicine 3 Government & Medicine 4 Government & Medicine
More information03이경미(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???춍??숏
Suseong gu Council Daegu Metropolitan City www.suseongcouncil.daegu.kr Contents SUSEONG GU COUNCIL DAEGU METROPOLITAN CITY 10 www.suseongcouncil.daegu.kr 11 SUSEONG GU COUNCIL DAEGU METROPOLITAN CITY
More informationTHE 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 informationKaes017.hwp
갑상선의 Poorly Differentiated (Insular) Carcinoma Insular Carcinoma: An Aggressive Subtype of Differentiated Thyroid Neoplasms Seok-Jin Nam, M.D., Sang-Dal Lee, M.D., Hal-lin Park, M.D., Young-Ryun Oh, M.D.
More information878 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 informationDBPIA-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 informationKinematic analysis of success strategy of YANG Hak Seon technique Joo-Ho Song 1, Jong-Hoon Park 2, & Jin-Sun Kim 3 * 1 Korea Institute of Sport Scienc
Kinematic analysis of success strategy of technique JooHo Song 1, JongHoon Park 2, & JinSun Kim 3 * 1 Korea Institute of Sport Science, 2 Catholic Kwandong University, 3 Yonsei University [Purpose] [Methods]
More information12이문규
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 informationDBPIA-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 informationTrd022.hwp
김신태, 이선녕, 이석정, 정필문, 박홍준, 신명상, 김종환, 이부길, 김상하, 리원연, 신계철, 용석중 Shin-Tae Kim, M.D., Shun Nyung Lee, M.D., Seok Jeong Lee, M.D., Pil Moon Jung, M.D., Hong Jun Park, M.D., Myung Sang Shin, M.D., Chong Whan Kim,
More informationA 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 information상담학연구,, SPSS 21.0., t,.,,,..,.,.. (Corresponding Author): / / / Tel: /
,,. 164 -. SPSS 21.0., t,.,,,..,.,.. (Corresponding Author): / / 1 11 404 / Tel: 02-880-7636 / E-mail: dikimedu@snu.ac.kr ...,,, (, 2012),, (,,, 2012a, 2012b;,, 2011;, 2011;,, 2010). (, 2013;, 2012;, ;
More information2008-2
The Korean Journal of Pathology 2008; 42: 94-9 비소세포암종의 Epidermal Growth Factor Receptor 발현과 EGFR 돌연변이와의관계 석상희 김미진 영남대학교의과대학병리학교실 Epidermal Growth Factor Receptor Expression of Non-small Cell Carcinoma
More informationuntitled
DOI: 10.4046/trd.2009.67.2.121 ISSN: 1738-3536(Print)/2005-6184(Online) Tuberc Respir Dis 2009;67:121-126 CopyrightC2009. The Korean Academy of Tuberculosis and Respiratory Diseases. All rights reserved.
More information<B0E6C8F1B4EBB3BBB0FA20C0D3BBF3B0ADC1C E687770>
2012 개원의와함께하는임상강좌 경희대학교의과대학종양혈액내과학교실 백선경 한국인사망원인 평균수명까지생존시암발생확률 길라잡이 : 개정된가이드라인을중심으로 History of anti-cancer chemotherapy Chabner BA & Roberts TG Jr. Nat Rev 2005 Use standard therapies 2012 개원의와함께하는임상강좌
More information뉴스레터6호F?2??訝
February 2009 No.06 Roche Diagnostics Korea Co., Ltd. Focus Tech EDITORIAL February 2009 No.06 Contents Editorial 03 Focus 04 Product 10 Talk 12 Tech 14 Activity 19 Style 22 February 2009 No.06 02 03 FOCUS
More informationKor. 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 informationK 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 information연하곤란
2015.03.04 부울경소화기내시경지회 Intramucosal gastric cancer: The rate of lymph node metastasis in signet ring cell carcinoma was as low as that in welldifferentiated adenocarcinoma 인제대부산백병원 소화기내과 지삼룡 Signet ring
More informationAnalysis 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. 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 information서론
- i - - ii - - iii - - iv - - v - - vi - - 1 - - 2 - - 3 - - 4 - - 5 - - 6 - - 7 - - 8 - - 9 - - 10 - - 11 - - 12 - - 13 - - 14 - - 15 - - 16 - - 17 - - 18 - - 19 - - 20 - - 21 - - 22 - - 23 - - 24 - -
More information04-다시_고속철도61~80p
Approach for Value Improvement to Increase High-speed Railway Speed An effective way to develop a highly competitive system is to create a new market place that can create new values. Creating tools and
More information달생산이 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<35BFCFBCBA2E687770>
주요개념 : 컴퓨터음란물 접촉자, 성지식, 성태도 남자중학생의 컴퓨터음란물 접촉자와 비접촉자간의 성지식과 태도의 차이 김 영 혜* 이 화 자** 정 향 미*** 1. 연구의 필요성 한국은 I. 서 론 1960 년대 이후부터 시작된 돌진적 산업화 ( 한 상진, 1996) 로 인하여 경제적 부흥을 이루어 집집마다 TV 수상기를 가질 수 있게 되었고 최근에는 PC보급율
More information<B9AEC8ADB0E6C1A6BFACB1B820C1A63137B1C720C1A633C8A3283135303131332033C2F720BCF6C1A4BABB292E687770>
한국문화경제학회 문화경제연구 제17권 제3호, 2014년 12월, pp.189~223 드라마 제작 영유 기업들의 변화와 성장: 상장기업을 중심으로 7년간의 사업현황 검토 김 훈 * 김 정 훈 ** 목 차 Ⅰ. 서 론 Ⅱ. 국내 엔터테인먼트 시장규모 및 제작시장 현황 Ⅲ. 상장기업 경영 현황 조사결과 Ⅳ. 결론 및 시사점 한국 드라마산업은 한류를 이끄는 주요산업으로
More informationuntitled
대한마취과학회지 2008; 55: 190~6 Korean J Anesthesiol Vol. 55, No. 2, August, 2008 임상연구 대한민국의 마취통증의학 임상실습 현황 연세대학교 의과대학 마취통증의학교실 및 마취통증의학연구소 장동진ㆍ안소운ㆍ안지원ㆍ김종훈 The current status of anesthesiology clerkship in Korea
More informationÀÇÇа�ÁÂc00Ì»óÀÏ˘
Common Allergic Diseases in Children Sang - Il Lee, M.D. Department of pediatrics Sungkyunkwan University School of Medicine, Samsung Medical Center E - mail : silee@smc.samsung.co.kr Abstract Allergy
More informationJournal of Educational Innovation Research 2017, Vol. 27, No. 1, pp DOI: NCS : G * The Analy
Journal of Educational Innovation Research 2017, Vol. 27, No. 1, pp.133-158 DOI: http://dx.doi.org/10.21024/pnuedi.27.1.201703.133 NCS : G * The Analysis of the Cognitive Level of Basic Job Skills of Specialized
More informationDBPIA-NURIMEDIA
27(2), 2007, 96-121 S ij k i POP j a i SEXR j i AGER j i BEDDAT j ij i j S ij S ij POP j SEXR j AGER j BEDDAT j k i a i i i L ij = S ij - S ij ---------- S ij S ij = k i POP j a i SEXR j i AGER j i BEDDAT
More informationIL-1β, IL-1RN, IL-8, MUC, NAT, GST 등 ) IL-1β, IL-1RN, IL-8, MUC, NAT, GST 등 ) IL-1β, IL-1RN, IL-8, MUC, NAT, GST 등 ) l l l α β α β β α β β α β 목적 (Background/Aims): 위암의가족력과 Helicobacter pylori 감염은각각위암발생의위험인자로알려져있으나,
More information歯14.양돈규.hwp
: The Korean Journal of Counseling and Psychotherapy 2003. Vol. 15, No. 3, 615-631. 1 2 3 1,410.,, ( ),., ( 69%),.,, ( ), ( ).,,.., ( ).,. :,,. :, (390-711) 21-1, : 043-649-1362 E-mail : ydk9498@hanmail.net
More information내시경 conference
부울경소화기내시경학회 6월집담회 고신대학교복음병원소화기내과전임의서광일 F/63 CASE C.C) epigastric pain for 2 wks P. I) 2014.04.16 EGD at LMC adm via OPD for further evaluation. P. Hx) CASE HTN/DM/Hepatitis/Tbc (+/+/-/-) S. Hx) N-S ROS)
More information09권오설_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 informationDBPIA-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 information09김정식.PDF
00-09 2000. 12 ,,,,.,.,.,,,,,,.,,..... . 1 1 7 2 9 1. 9 2. 13 3. 14 3 16 1. 16 2. 21 3. 39 4 43 1. 43 2. 52 3. 56 4. 66 5. 74 5 78 1. 78 2. 80 3. 86 6 88 90 Ex e cu t iv e Su m m a r y 92 < 3-1> 22 < 3-2>
More information,,,.,,,, (, 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 informationJournal 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 informationA 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 information연구보고서화학물질노출에의한유전자돌연변이 ( 발암 ) 의조기확인 (II) - 실험동물을이용한고감도발암성확인기법의검증 - 임경택 김수진
연구보고서화학물질노출에의한유전자돌연변이 ( 발암 ) 의조기확인 (II) - 실험동물을이용한고감도발암성확인기법의검증 - 임경택 김수진 요약문 i ii 화학물질노출에의한유전자돌연변이 ( 발암 ) 의조기확인 (II) 요약문 iii iv 화학물질노출에의한유전자돌연변이 ( 발암 ) 의조기확인 (II) 요약문 v vi 화학물질노출에의한유전자돌연변이 ( 발암 ) 의조기확인
More informationJournal of Educational Innovation Research 2017, Vol. 27, No. 3, pp DOI: : A basic research
Journal of Educational Innovation Research 2017, Vol. 27, No. 3, pp.379-404 DOI: http://dx.doi.org/10.21024/pnuedi.27.3.201709.379 : A basic research for the after-school forest activities program models:
More information<4D F736F F F696E74202D DBFACBCF6B0ADC1C22DC7A5C0FBC4A1B7E12DC0CCB1D9BFED2DBFF8B0ED2E BC8A3C8AF20B8F0B5E55D>
2008.8.31. 내과연수강좌 표적치료제의 허와실 - 항암치료의최신동향- 분당서울대학교병원혈액종양내과이근욱 Treatment of Cancer 1890-1980s 1990s 2000s Surgery Radiotherapy Chemotherapy Biologic therapy Gene therapy? Target-based Therapy Most Anticancer
More information