• The Journal of Korean Society for Radiation Therapy
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• v.25 no.1
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• pp.41-47
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• 2013

Purpose: To evaluate the usefulness of Integrated PET/CT and compare the gloss tumor volume (GTV) identified on CT, PET, PET/CT to that obtained from fluorodeoxyglucose (FDG). Materials and Methods: This experimental study was obtained using GE Discovery 690 (General Electric Healthcare, Milwaukee, MI, USA) PET/CT simulator with Gammex Laser System for five non-small cell lung cancer (NSCLC) patients. In order to increase the reproducibility of the patient setup, We have to fixed to patients using the Extended Wing Board. GTV delineation was painted using the EclipseTM ver.10 contouring program for CT, PET, PET/CT images. And then, We were to compare the changes in the GTV. Results: These results are drawn from 5 patients who have atelectasis or pneumonitis. Compared to CT defined GTV, PET was decreased by 10.5%, 11.8% and increased by 67.9%, 220%, 19.4%. PET/CT was decreased by 7.7%, 6.7%, 28% and increased by 232%, 24%. Conclusion: We were able to determine the usefulness of PET/CT simulator for NSCLC. PET/CT simulator in radiation therapy is useful to define the target volume and It is possible to delineate Objective and accurate target volume. It seems to be applicable to other areas in the near future.

• Proceedings of the KTCVS Conference
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• 1998.10a
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• pp.86-86
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• 1998

• Tuberculosis and Respiratory Diseases
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• v.41 no.2
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• pp.97-102
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• 1994

Objectives : Since Mountain proposed the new staging system of non-small cell lung cancer in 1986, the indications for operation of NSCLC have been extended. However, operative mortality is from 3 to 6%. Therefore it is important to reduce unnecessary operation and to evaluate unresectability of tumor correctly, preoperatively. The purpose of this study is to find out the causes of unresectability in patients who were initially thought to be resectable preoperatively. Methods : By retrospective analysis, 64 patients out of 291 NSCLC patients who were undergone operation for curative resection in Seoul National University Hospital from Jan. of 1987 to Dec. of 1991, were found to be unresectable at operating room, were selected for this study. Out of 64 patients, 42 were evaluable. The analysis was focused on the change of pre- & post-operative staging and the causes of unresectability of tumors. Results : Among 42 patients with unresectable tumor who could be evaluated, preoperative CT finding showed resectable tumors in 55%(23 patients) and suspicious for unresectable tumors in 45%(19 patients). The causes of unresectability were technically unresectable T3 lesions in 7%(3 patients), T4 lesions in 62%(26 patients), N2 lesions in 17%(7 patients) and N3 lesions in 14%(6 patients). Conclusion : The major causes of unresectability of NSCLC were pulmonary artery invasions. It is suggested that careful evaluation of mediastinal structure, especially great vessels by additional imaging technique other than CT(like MRI) is indicated in selected NSCLC cases.

• Tuberculosis and Respiratory Diseases
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• v.58 no.2
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• pp.120-128
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• 2005

Background : Insulin-like growth factor binding protein (IGFBP)-3 regulates non-small cell lung cancer(NSCLC) cell proliferation in vitro and in vivo by inhibiting IGF-mediated signaling pathways. To have better strategies for the treatment of lung cancer, we analyzed the combining effects of adenovirus expressing IGFBP-3 (Ad5CMV-BP3) and SCH66336, a farnesyl transferase inhibitor (FTI) designed to block Ras-mediated proliferative signaling pathways. Methods : To measure the combining effects of Ad5CMV-BP3 and SCH66336 on the proliferation of NSCLC cells, human NSCLC cell lines (H1299, H596, A549, H460, and H358), SCH66336, recombinant adenovirus expressing IGFBP-3 (Ad5CMV-BP3) and athymic nude mice were used in these experiments. Results : The combination of Ad5CMV-BP3 and SCH66336 produced a synergistic enhancement in antiproliferative effects over a range of clinically achievable concentrations in a variety of NSCLC cell lines. Furthermore, we observed a significant reduction in growth of NSCLC xenograft induced in athymic nude mice. Conclusion : In conclusion, this study demonstrated for the first time that the FTI SCH66336 synergizes with IGFBP-3 and enhances its apoptotic activity in NSCLC cells in vitro and in vivo. The combined treatment of Ad5CMV-BP3 and SCH66336 raises the possibility of using this regimen in clinic for the treatment of NSCLC.

• The Korean Journal of Nuclear Medicine
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• v.22 no.2
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• pp.215-220
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• 1988

폐암은 비록 그 예후가 나쁜 것으로 되어 있으나, 각 환자에서의 정확한 병기결정은 치료방침과 예후결정에 중요하다. $^{99m}Tc-MDP$를 이용한 골스캔은 단순 방사선학적 검사보다 골전이의 조기진단에 예민하므로, 병기결정에 유용하다고 인정되어 왔다. 저자들은 최근 2년간 조직학적으로 확진된 폐암 환자중 치료전의 골스캔을 구할 수 있었던 202예를 대상으로 후향적 분석을 하였다. 1) 전체적인 골스캔의 골전이 양성율은 43%(87/202)였으며, 비소세포폐암에서 44%(60/135), 소세포폐암에서 40%(27/67)로 나타났다. 2) 비소세포폐암 중에는 선암이 61%(19/31)의 가장높은 골전이 양성율을 보였고, 비소세포폐암의 임상적 stage II에사 29%, stage II에서 50%의 골전이 양성율을 보였다. 3) 87예의 골전이 양성중에서 고립성인 경우가 18예였으며, 다발성 69예의 골분포양상는 늑골이 가장 빈번했으며 요추, 대퇴골, 흉추 그리고 골반 순서로 나타났다. 4) 골통증이 있었던 환자 67예중 골스캔상 골전이가 양성인 경우가 57예, 골통증이 없었던 107예증 골전이 양성인 경우가 17예였고, 혈청 alkaline phosphatase가 증가되었던 65예중 47예에서 골스캔 양성이었고, 그 수치가 정상이었던 137예중 40예서 골스캔상 전이 소견을 보였다. 5) 전체적으로 증가추세에 있는 폐암 환자에 있어서 치료전의 골 스캔은 병기결정에 많은 도움을 줄 수 있는 유용한 검사라 하겠다.

• Tuberculosis and Respiratory Diseases
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• v.45 no.5
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• pp.975-983
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• 1998

Purpose: Frequent deletion of 3p in numerous cancer including lung cancer suggests the presence of tumor suppressor gene. 3p has been analysed by RFLP and PCR-LOH of microsatellite locus. In this study, we observed the deletion of 3p in Korean NSCLC by PCR-LOH of 4 microsatellite loci and investigated the clinical significance. Method: 62 surgically resected NSCLC DNA and normal lung DNA have been analysed by PCR-LOH at three dinucleotide[D3S1228 (3p14.1-14.3), D3S1067 (3p14.3-21.1), D3S1029 (3p21.1-21.3)] and one tetranucleotide[D3S1537 (3p 22-24.2)] repeat microsatellite loci. Results: Among 59 informative cases, 3p deletion by PCR-LOH at four microsatellite loci was found in 31 patients(52.5%). 3p deletion were found in 55% of squamous cell lung cancer and 47% of adenocarcinoma patients. No significant difference has been found in clinical parameters such as staging, smoking and survival according to the status of 3p deletion. Conclusion: Deletions in 3p have played an important role in Korean NSCLC though no clinical significance was detected.

• Tuberculosis and Respiratory Diseases
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• v.50 no.5
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• pp.557-567
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• 2001

Background : Tumor angiogenesis is required for tumor growth and metastasis. In this study, we investigated the correlation between the intensity of angiogenesis and stage, nodal status, histologic type, metastasis and survival rate of non-small cell lung cancer. Method : Formalin fixed, paraffin embedded surgical specimens of 45 patients who had surgically resected primary non-small cell lung cancers without pre or post operative adjuvant chemotherapy or radiotherapy were examined. The microvessel count(MVC) was demonstrated by immunohistochemical staining for CD31(platelet endothelial cell adhesion molecule, PECAM). Results : Microvessel counts(MVCs) in stage IIIA and IIIB were higher than in stage I and II(p<0.05). The MVC in patients with lymph node metastasis was higher than that in patients without lymph node metastasis, although the difference was not statistically significant(p>0.05). However, in adenocarcinoma, the MVC in patients with lymph node metastasis was significantly higher than that seen in patients without lymph node metastasis(p<0.05). The MVC in adenocarcinoma was higher than that in squamous cell carcinoma(p<0.05). The difference between the MVCs of adenocarcinoma and squamous cell carcinoma was not statistically significant in stage I and II or N0 stage(p>0.05). However, in stage IIIA and IIIB or N1~3 stage, the MVC in adenocarcinoma was higher than that in squamous cell carcinoma(p<0.05). MVC was more increased when metastasis developed within 12 months. In the same histologic type and stage, the duration of survival time in patients with high MVC was shorter than in patients with low MVC, however the difference was not statistically significant(p>0.05). The survival rate in patients with high MVCs was lower than that in patients with low MVCs(P<0.05). Conclusion : In non-small cell lung cancer, MVC correlated relatively well with pathologic stage, nodal status(limited in patients with adenocarcinoma), histologic type, postoperative metastasis and survival rate. However, in the same histologic type and stage, MVC was not significantly related to the duration of survival. Therefore the assessment of the intensity of angiogenesis in non-small cell lung cancer may be helpful in predicting prognosis and in selecting patients for systemic adjuvant therapy of potential metastasis according to the results.

• Journal of Chest Surgery
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• v.37 no.4
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• pp.349-355
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• 2004

Non-small cell lung cancer (NSCLC) with invasion of mediastinal structures is classified as stage IIIB, and has been considered surgically unresectable However, in a selected group of these patients, better results after surgical resection compared to non-surgical group have been reported. The aim of this study is to evaluate the role of surgical resection in treatment of mediastinal T4 NSCLC. Material and Method: Among 1067 patients who underwent surgical intervention for non-small cell lung cancer from Aug 1987 to Dec 2001 in Korea cancer center hospital, 82 patients had an invasion of T4 mediastinal structures (7.7%). Resection was possible in 63patients (63/82 resectability 76.8%). Their medical records in Data Base were reviewed, and they were followed up completely until Jun 2002. Surgical results and prognostic factors of NSCLC invading mediastinal structures were evaluated retrospectively. Result Lung cancer was resected completely in 52 patients (63.4%, 52/82). Lung resection was lobectomy (or more) in 14, pneumonectomy in 49. The mediastinal structures invaded by primary tumor were great vessel (61.9%), heart (19%), vagus nerve (9.5%), esophagus (7.9%), and vertebral body (7.9%). Nodal status was N0 in 11, N1 in 24, and N2 in 28 (44.4%). Neoadjuvant therapy was done in 6 (9.5%, 5 chemotherapy, 1 radiotherapy), and adjuvant therapy was added in 44 (69.8%, 15 chemotherapy, 29 radiotherapy) in resection group (n=63). Complication was occurred in 23 (31.7%), and operative mortality was 9.5% in resection group. Median and 5 year overall survival including operative mortality was 18.1 months and 21.7% in resection group (n=63), 6.2months and 0% in exploration only group (n=19, p=.001), 39 months and 32.9% in N2 (-) resection group (n=35), and 8.8 months and 8.6% in N2 (+) resection group (n=28, p=.007). The difference of overall survival by mediastinal structure was not significant. Conclusion: The operative risk of NSCLC invading mediastinal structures was high but acceptable, and long-term result of resection was favorable in selected group. Aggressive resection is recommended in well selected pateints with good performace and especially N2 (-) NSCLC with mediastinal invasion.

• Proceedings of the Korean Society of Computer Information Conference
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• 2023.07a
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• pp.313-315
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• 2023

본 논문에서는 ¹⁸F-FDG PET과 CT에서 추출한 영상인자를 이용하여 비소세포폐암의 전이를 예측하는 머신러닝 모델을 생성하였다. ¹⁸F-FDG는 종양의 포도당 대사 시 사용되며 이를 추적하여 환자의 암 세포를 진단하는데 사용되는 의료영상 기법 중 하나이다. PET과 CT 영상에서 추출한 이미지 특징은 종양의 생물학적 특성을 반영하며 해당 ROI로부터 계산되어 정량화된 값이다. 본 연구에서는 환자의 의료영상으로부터 image texture 프절 전이 예측에 있어 유의한 인자인지를 확인하기 위하여 AUC를 계산하고 단변량 분석을 진행하였다. PET과 CT에서 각각 4개(GLRLM_GLNU, SHAPE_Compacity only for 3D ROI, SHAPE_Volume_vx, SHAPE_Volume_mL)와 2개(NGLDM_Busyness, TLG_ml)의 image texture feature를 모델의 생성에 사용하였다. 생성된 각 모델의 성능을 평가하기 위해 accuracy와 AUC를 계산하였으며 그 결과 random forest(RF) 모델의 예측 정확도가 가장 높았다. 추출된 PET과 CT image texture feature를 함께 사용하여 모델을 훈련하였을 때가 각각 따로 사용하였을 때 보다 예측 성능이 개선됨을 확인하였다. 추출된 영상인자가 림프절 전이를 나타내는 바이오마커로서의 가능성을 확인할 수 있었으며 이러한 연구 결과를 바탕으로 개인별 의료 영상을 기반으로 한 비소세포폐암의 치료 전략을 수립할 수 있을 것이라 기대된다.

• Tuberculosis and Respiratory Diseases
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• v.56 no.5
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• pp.465-484
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• 2004

Background : Insulin-like growth factor (IGF)-binding protein-3 (IGFBP-3) inhibits the proliferation of non-small cell lung cancer (NSCLC) cells by inducing apoptosis. Methods : In this study, we investigated whether hypermethylation of IGFBP-3 promoter play an important role in the loss of IGFBP-3 expression in NSCLC. We also studied the mechanisms that mediate the silencing of IGFBP-3 expression in the cell lines which have hypermethylated IGFBP-3 promoter. Results : The IGFBP-3 promoter has hypermethylation in 7 of 15 (46.7%) NSCLC cell lines and 16 (69.7%) of 23, 7 (77.8%) of 9, 4 (80%) of 5, 4 (66.7 %) of 6, and 6 (100%) of 6 tumor specimens from patients with stage I, II, IIIA, IIIB, and IV NSCLC, respectively. The methylation status correlated with the level of protein and mRNA in NSCLC cell lines. Expression of IGFBP-3 was restored by the demethylating agent 5'-aza-2'-deoxycytidine (5'-aza-dC) in a subset of NSCLC cell lines. The Sp-1/ Sp-3 binding element in the IGFBP-3 promoter, important for promoter activity, was methylated in the NSCLC cell lines which have reduced IGFBP-3 expression and the methylation of this element suppressed the binding of the Sp-1 transcription factor. A ChIP assay showed that the methylation status of the IGFBP-3 promoter influenced the binding of Sp-1, methyl-CpG binding protein-2 (MeCP2), and histone deacetylase (HDAC) to Sp-1/Sp-3 binding element, which were reversed by by 5'-aza-dC. In vitro methylation of the IGFBP-3 promoter containing the Sp-1/Sp-3 binding element significantly reduced promoter activity, which was further suppressed by the overexpression of MeCP2. This reduction in activity was rescued by 5'-aza-dC. Conclusion : These findings indicate that hypermethylation of the IGFBP-3 promoter is one mechanism by which IGFBP-3 expression is silenced and MeCP2, with recruitment of HDAC, may play a role in silencing of IGFBP-3 expression. The frequency of this abnormality is also associated with advanced stages among the patients with NSCLC, suggesting that IGFBP-3 plays an important role in lung carcinogenesis/progression and that the promoter methylation status of IGFBP-3 may be a marker for early molecular detection and/or for monitoring chemoprevention efforts.