• 제목/요약/키워드: screening of breast cancer

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디지털유방영상시스템에서 몬테카를로 시뮬레이션을 이용한 영상평가 (Evaluation of Image Quality using Monte Carlo Simulation in Digital Mammography System)

  • 김창수;강세식;김정훈;이진수
    • 한국콘텐츠학회논문지
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    • 제14권6호
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    • pp.247-254
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    • 2014
  • 유방촬영술은 유방암의 조기진단과 기본적인 스크리닝 검사의 진단방법으로서 디지털유방영상시스템의 보급과 유방촬영에 대한 관심이 점점 증가하고 있다. 유방영상의 화질은 타깃물질과 필터의 조합에 의해 결정되며, 이러한 조합은 X선 스펙트럼도 변화되지만 화질과 환자의 피폭선량에도 큰 영향을 주기 때문에 환자의 유선밀도와 두께에 따른 적합한 조합의 선택이 필요하다. 이에 본 연구에서는 디지털유방영상시스템에서 정량적인 영상평가와 몬테카를로 시뮬레이션을 이용한 환자의 피폭선량을 저감시킬 수 있는 타깃과 필터 조합을 제시하고자 한다. 그 결과 MTF, NPS, DQE의 영상평가에서 압박 유방의 두께가 얇은 경우는 Mo/Mo또는 Mo/Rh 조합, 두꺼운 경우에는 Rh/Rh또는 W/Rh조합의 영상이 우수하게 나타났다. 또한 임상에서 얇은 두께의 유방에 잘 사용하지 않는 W/Rh조합이 공간해상력 평가 결과에서 우수한 것으로 나타났다. 그리고 선량평가에서 압박 유방두께가 얇은 경우 Mo/Mo또는 Mo/Rh조합, 압박 유방두께 6cm 이상의 경우 Rh/Rh또는 W/Rh조합에서 피폭선량이 감소하였다. 두 번째 장기선량 평가에서는 검사 유방 외에 반대 유방의 선량이 검사 유방을 기준으로 약 47~73% 정도의 영향을 미치는 것으로 나타났다. 결론적으로 다양한 유방 두께에 따른 최적의 타깃과 필터 조합을 선택하는 것이 환자 피폭선량 감소에 도움이 될 것이다.

Evaluation of Estrogenic Effects of Phthalate Analogues Using in vitro and in vivo Screening Assays

  • Kim, Youn-Jung;Ryu, Jae-Chun
    • Molecular & Cellular Toxicology
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    • 제2권2호
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    • pp.106-113
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    • 2006
  • Phthalate analogues are a plasticizer and solvent used in industry. Phthalates were classified in the category of "suspected" endocrine disruptors. The purpose of our study was to screen and elucidate the endocrine disrupting activity of seven phthalate analogues. E-screen assay was performed in MCF-7 human breast cancer cells with seven phthalate analogues. In this cell proliferation assay, benzyl butyl phthalate (BBP) and dibutyl phthalate (DBP) showed high estrogenic activity. Their relative proliferation efficiencies (RPE) were 109 and 106%, respectively. In vitro estrogen receptor (ER) binding assay, BBP, di-n-octyl phthalate (DOP) and dinonyl phthalate (DNP) showed weak relative binding affinity (RBA: 0.02%) compared to $17{\beta}-estradiol\;(E2)$ (RBA: 100%). In uterotrophic assay, E2 produced a significant increase, whereas four tested phthalate analogues had potential estrogenic effects in vitro did not increased in uterus weight in immature rats. From these results, we demonstrated that phthalate analogues exhibit weak estrogenic activity in vitro assays at high concentrations. Although phthalates induced an increase in MCF-7 cell proliferation by an estrogenic effect, they could not induce a uterus weight increase in vivo. From these, we may suggest that these phthalate analogues are easily metabolized to inactive forms in vivo. Further investigation in other in vitro and in vivo experimental systems might be required.

Cancers of the Young Population in Brunei Darussalam

  • Mohammad, Ibnu Ayyub;Bujang, Mas Rina Wati;Telisinghe, Pemasari Upali;Abdullah, Muhd Syafiq;Chong, Chee Fui;Chong, Vui Heng
    • Asian Pacific Journal of Cancer Prevention
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    • 제15권15호
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    • pp.6357-6362
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    • 2014
  • Background: Globally, the overall incidence of cancer is increasing as a result of ageing populations and changing lifestyles. Cancer is one of the leading causes of death, especially in the developed nations. Cancers affecting the young population are generally considered uncommon. This study assessed the demography and trends of cancers of the young in Brunei Darussalam, a small and developing Southeast Asia nation. Materials and Methods: All patients diagnosed with cancers between 2000 and 2012 were identified from the cancer registry maintained by the State Histopathology Laboratory. Cancers of the young was defined as any cancers diagnosed under the age of 40 years. Demographic data and the type of cancers were collected and analysed using SPSS Statistics 17.0. Results: Among the 6,460 patients diagnosed with cancer over the study period, 18.7% (n=1,205) were categorized as young with an overall decline in the proportion from 26.6% in 2000 to 18.8% in 2012 (p<0.001 for trend). Among all cancers of the young, the most common systems affected were gynecological (24.1%), hematological/lymphatic (15.8%), subcutaneous/dermatological/ musculoskeletal (10.5%), breast (10.5%) and gastrointestinal (9.9%). Overall, among the different systems, neurological (54.9%) had the highest proportion of cancers of the young followed by gynecological/reproductive (30.6%), hematological/lymphatic (39.9%), endocrine (38.7%), subcutaneous/dermatological/ musculoskeletal (22.3%) and the head and neck region (20.1%). There was a female predominance (66.9%) and the incidence was significantly higher among the Malays (20.1%) and expatriates (25.1%) groups compared to the Chinese (10.7%) and indigenous (16.8%) groups (p<0.001 for trend). Conclusions: Cancers of the young (<40 years) accounted for almost a fifth of all cancers in Brunei Darussalam with certain organ systems more strongly affected. There was a female preponderance in all racial groups. Over the years, there has been a decline in the overall proportion of cancers of the young. Selective screening programs should nevertheless be considered.

일부지역 유방 촬영 장비의 정도관리 실태조사 연구 (A study on Quality Control of Mammography Equipment in the Gwang-Ju)

  • 신지윤;이상복;진계환;이삼열;이준행
    • 한국방사선학회논문지
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    • 제2권4호
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    • pp.11-25
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    • 2008
  • 유방암이 여성암 발생 1위를 차지함에 따라 선별검사로서 유방촬영율 또한 증가하였다. 유방촬영술은 병변의 유선 조직이나 지방조직 등 주위 조직의 X선 흡수차가 작고 미세 석회화를 묘출해야 되는 어려운 점이 있어 정확한 진단을 위해서는 양질의 영상이 요구되며 이를 위해서는 촬영장비의 성능관리와 화질관리가 필요하다. 이에 본 조사에서는 정도관리가 실제적으로 잘 이루어지고 있는지 알기위하여 광주광역시 소재의 의료기관중 유방암검진기관으로 등록되어 있는 기관 37곳을 대상으로 하여 2008년 7월 1일부터 8월 31일까지 62일 동안 유방촬영장비의 정도관리 실태에 관하여 설문조사하였다. 유방촬영장비의 장치적 특성에 대한 조사결과 사용하는 장비에 대하여 모르고 사용하는 경우가 많았다. 필름과 CR을 이용하는 병원은 각각 19곳(49%)이었고 DR을 이용하는 병원도 1곳 있었다. 또 종합병원의 대부분은 CR을 이용하고 있었으며 의원은 필름을 사용하는 경우가 많았다. 정도관리 방법에 대한 질문 결과 38%만이 매뉴얼대로 점검하고 있었다. 또 조사한 병원 전수가 전문 업체에 정도관리를 맡기고 있었다. 그 이유로는 전담인력, 시간, 거리 등 한계점 때문에 맡긴다는 대답이 65%로 가장 많았으며 기자재가 없어서 맡긴다는 대답이 44%로 그 다음으로 많았다. 이러한 결과는 정도관리가 형식적으로 이루어지고 있음을 반영하며 전문 업체에 의존하므로 점검 항목자체에 수동적이고 무관심한 것으로 사료된다. 따라서 정기적인 교육을 실시하여 정도관리에 관한 인식을 높이고 방사선사의 적극적인 참여를 통하여 올바른 정도관리를 할 수 있도록 하여야 한다. 이러한 노력과 더불어 전담인력이나 기자재 등 문제점을 해결함으로써 정도관리의 발전에 기여할 수 있을 것이다.

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The Korea Cohort Consortium: The Future of Pooling Cohort Studies

  • Lee, Sangjun;Ko, Kwang-Pil;Lee, Jung Eun;Kim, Inah;Jee, Sun Ha;Shin, Aesun;Kweon, Sun-Seog;Shin, Min-Ho;Park, Sangmin;Ryu, Seungho;Yang, Sun Young;Choi, Seung Ho;Kim, Jeongseon;Yi, Sang-Wook;Kang, Daehee;Yoo, Keun-Young;Park, Sue K.
    • Journal of Preventive Medicine and Public Health
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    • 제55권5호
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    • pp.464-474
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    • 2022
  • Objectives: We introduced the cohort studies included in the Korean Cohort Consortium (KCC), focusing on large-scale cohort studies established in Korea with a prolonged follow-up period. Moreover, we also provided projections of the follow-up and estimates of the sample size that would be necessary for big-data analyses based on pooling established cohort studies, including population-based genomic studies. Methods: We mainly focused on the characteristics of individual cohort studies from the KCC. We developed "PROFAN", a Shiny application for projecting the follow-up period to achieve a certain number of cases when pooling established cohort studies. As examples, we projected the follow-up periods for 5000 cases of gastric cancer, 2500 cases of prostate and breast cancer, and 500 cases of non-Hodgkin lymphoma. The sample sizes for sequencing-based analyses based on a 1:1 case-control study were also calculated. Results: The KCC consisted of 8 individual cohort studies, of which 3 were community-based and 5 were health screening-based cohorts. The population-based cohort studies were mainly organized by Korean government agencies and research institutes. The projected follow-up period was at least 10 years to achieve 5000 cases based on a cohort of 0.5 million participants. The mean of the minimum to maximum sample sizes for performing sequencing analyses was 5917-72 102. Conclusions: We propose an approach to establish a large-scale consortium based on the standardization and harmonization of existing cohort studies to obtain adequate statistical power with a sufficient sample size to analyze high-risk groups or rare cancer subtypes.

픽셀 단위 컨볼루션 네트워크를 이용한 복부 컴퓨터 단층촬영 영상 기반 골전이암 병변 검출 알고리즘 개발 (Development of Bone Metastasis Detection Algorithm on Abdominal Computed Tomography Image using Pixel Wise Fully Convolutional Network)

  • 김주영;이시영;김규리;조경원;유승민;소순원;박은경;조백환;최동일;박훈기;김인영
    • 대한의용생체공학회:의공학회지
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    • 제38권6호
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    • pp.321-329
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    • 2017
  • This paper presents a bone metastasis Detection algorithm on abdominal computed tomography images for early detection using fully convolutional neural networks. The images were taken from patients with various cancers (such as lung cancer, breast cancer, colorectal cancer, etc), and thus the locations of those lesions were varied. To overcome the lack of data, we augmented the data by adjusting the brightness of the images or flipping the images. Before the augmentation, when 70% of the whole data were used in the pre-test, we could obtain the pixel-wise sensitivity of 18.75%, the specificity of 99.97% on the average of test dataset. With the augmentation, we could obtain the sensitivity of 30.65%, the specificity of 99.96%. The increase in sensitivity shows that the augmentation was effective. In the result obtained by using the whole data, the sensitivity of 38.62%, the specificity of 99.94% and the accuracy of 99.81% in the pixel-wise. lesion-wise sensitivity is 88.89% while the false alarm per case is 0.5. The results of this study did not reach the level that could substitute for the clinician. However, it may be helpful for radiologists when it can be used as a screening tool.

Hadoop기반의 공개의료정보 빅 데이터 분석을 통한 한국여성암 검진 요인분석 서비스 (Analysis of Factors for Korean Women's Cancer Screening through Hadoop-Based Public Medical Information Big Data Analysis)

  • 박민희;조영복;김소영;박종배;박종혁
    • 한국정보통신학회논문지
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    • 제22권10호
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    • pp.1277-1286
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    • 2018
  • 본 논문에서는 공개의료정보 빅데이터 분석을 위해 클라우드 환경에서 아파치 하둡 기반의 클라우드 환경을 도입하여 컴퓨팅 자원의 유연한 확장성을 제공하고 실제로, 로그데이터가 장기간 축적되거나 급격하게 증가하는 상황에서 스토리지, 메모리 등의 자원을 신속성 있고 유연하게 확장을 할 수 있는 기능을 포함했다. 또한, 축적된 비정형 로그데이터의 실시간 분석이 요구되어질 때 기존의 분석도구의 처리한계를 극복하기 위해 본 시스템은 하둡 (Hadoop) 기반의 분석모듈을 도입함으로써 대용량의 로그데이터를 빠르고 신뢰성 있게 병렬 분산 처리할 수 있는 기능을 제공한다. 빅데이터 분석을 위해 빈도분석과 카이제곱검정을 수행하고 유의 수준 0.05를 기준으로 단변량 로지스틱 회귀분석과 모델별 의미 있는 변수들의 다변량 로지스틱 회귀분석을 시행 하였다. (p<0.05) 의미 있는 변수들을 모델별로 나누어 다변량 로지스틱 회귀 분석한 결과 Model 3으로 갈수록 적합도가 높아졌다.

중년여성의 전환상태 실태조사 (A Survey of Urban Middle-Aged Women's Transition)

  • 박영숙;조인숙
    • 여성건강간호학회지
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    • 제7권4호
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    • pp.486-498
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    • 2001
  • The purpose of this study was to identify transition conditions, health behavior and indicators of healthy transitions among middle-aged women based on Schumacher & Meleis(1994) transition model for developing intervention program for their health promotion. A convenience sample of 221 women aged 40-60 was obtained in Jung-Gu, Seoul and they were asked to complete the questionnaires, which consisted of modified health-promoting lifestyle profile(HPLP), knowledge of menopause, physical well-being, emotional well-being, modified women's role integration protocol (WRIP), Beck's Depression Inventory(BDI), and indicators of healthy transition with subcategories such as subjective well-being, role mastery and well-being of interrelationship. The results were as follows: 1. Women had a mean age of 47.53 years. More than half(53.39%) of the women had jobs and 88.69 % had their spouses, Of 221 women, 51.13 % were premenopausal, 19.91% were perimenopausal, and 28.96% were postmenopausal. 2. Women scored lower on health responsibility and exercise than on self actualization, nutrition and interpersonal support among subcategories of health behavior measured the modified HPLP. Only 11.98% of respondents had breast-self examination and 42.66% had pap smear for screening cancer. 3. In transition conditions, women had poor knowledge about menopause and median level of physical well-being, emotional well-being and stress. 15.45% of the women had clinical depression. 4. As for the outcome index of the transition model, the mean of indicators of healthy transition was 3.69(possible range 1-5). 5. The levels of education and economic and the menstrual status were significantly related to physical well-being, depression and stress in the categories of transition conditions. The total score of health behavior correlated negatively with depression. The total score of indicators of healthy transition correlated with physical well-being, emotional well-being, stress, and depression in the categories of transition conditions. In conclusion, these findings suggested a profile of fragile middle-aged women and contributed to developing the community-based intervention program for health promotion.

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Hormonal Effects of Several Chemicals in Recombinant Yeast, MCF-7 Cells and Uterotrophic Assays in Mice

  • Park, Jin-Sung;Lee, Beom-Jun;Kang, Kyung-Sun;Tai, Joo-Ho;Cho, Jae-Jin;Cho, Myung-Haing;Inoue, Tohru;Lee, Yong-Soon
    • Journal of Microbiology and Biotechnology
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    • 제10권3호
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    • pp.293-299
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    • 2000
  • Many methods have been developed for screening chemicals with hormonal activity. Using recombinant yeasts expressing either human estrogen receptor [Saccharomyces cerevisiae ER + LYS 8127 (YER)] or androgen receptor [S. cerevisiae AR + 8320 (YAR)], we evaluated the hormonal activities of several chemicals by induction of ${\beta}-galactosidase$ activity. The chemicals were $17{\beta}-estradiol$ (E2), testosterone (T), ${\rho}-nonylphenol$ (NP), bisphenol A (BPA), genistein (GEN), 2-bromopropane (2-BP), dibutyl phthalate (DBP), di-(2-ethylhexyl) phthalate (DEHP), 2,3,7,8-tetrachlorodibenzo-p-dioxin (TCDD), and butylparaben (BP). To assess the estrogenicity of NP, the result of the in vitro recombinant yeast assay was compared with an E-screen assay using MCF-7 human breast cancer cells and an uterotrophid assay using ovariectomized mice. In the YER yeast cells, E2, NP, BPA, GEN, and BP exhibited estrogenicity in a doseresponse manner, while TCDD did not. All the chemicals tested, except T, did not show androgenicity in the YAR yeast cell. The sensitivity of the yeast (YER) assay system to the estrogenic effect of NP was similar to that of the E-screen assay. NP was also estrogenic in the uterotrophic assay. However, in terms of convenience and costs, the yeast assay was superior to the E-screen assay or uterotrophic assay. These results suggest that the recombinant yeast assay can be used as a rapid tool for detecting chemicals with hormonal activities.

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Alteration in miRNA Expression Profiling with Response to Nonylphenol in Human Cell Lines

  • Paul, Saswati;Kim, Seung-Jun;Park, Hye-Won;Lee, Seung-Yong;An, Yu-Ri;Oh, Moon-Ju;Jung, Jin-Wook;Hwang, Seung-Yong
    • Molecular & Cellular Toxicology
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    • 제5권1호
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    • pp.67-74
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    • 2009
  • Exposures to environmental chemicals that mimic endogenous hormones are proposed for a number of adverse health effects, including infertility, abnormal prenatal and childhood development and above all cancers. In addition, recently miRNA (micro RNA) has been recognized to play an important role in various diseases and in cellular and molecular responses to toxicants. In this study, endocrine disrupting environmental toxicant, nonylphenol (NP) was treated to MCF-7 (Human breast cancer cell) and HepG2 (Human hepatocellular liver carcinoma) cell line at 3 hrs and 48 hrs time point and miRNA analysis using $mirVana^{TM}$ miRNA bioarray was performed and compared with total mRNA microarray data for the same cell line and treatment. Robust data quality was achieved through the use of dye-swap. Analysis of microarray data identifies a total of 20 and 11 miRNA expressions at 3 hrs and 48 hrs exposure to NP in MCF-7 cell line and a total of 14 and 47 miRNA expression at 3 hrs and 48 hrs exposure respectively to NP in HepG2 cell line. Expression profiling of the selected miRNA (let-7c, miR-16, miR-195, miR-200b, miR200c, miR-205, and miR-589) reveals changes in the expression of target genes related to metabolism, immune response, apoptosis, and cell differentiation. The present study can be informative and helpful to understand the role of miRNA in molecular mechanism of chemical toxicity and their influence on hormone dependent disease. Also this study may prove to be a valuable tool for screening potential estrogen mimicking pollutants in the environment.