• 응용통계연구
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• 제37권3호
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• pp.355-380
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• 2024

본 연구에서는 OECD test guideline 데이터를 이용하여 graph기반 딥러닝 모델들의 성능을 비교하고자 한다. OECD TG는 화학물질들이 인체와 환경에 미칠 잠재적 영향에 대해 시험하는 방법이며, 많은 실험이 동물실험을 통해 독성을 확인한다. 동물실험은 많은 시간과 비용이 들며, 윤리적 이슈가 있어 대안을 찾거나 최소화하는 방법들이 연구되고 있다. 딥러닝은 화학물질을 활용하는 다양한 분야에서 사용되고 있으며, 독성예측 분야에도 사용되고 있으며, 특히 graph 기반 모델에 대한 연구가 활발하다. 우리의 목표는 OECD TG 데이터에 대한 graph기반 딥러닝 모델들의 성능을 비교하여 가장 성능이 좋은 모델을 찾는 것이다. 우리는 OECD에서 운영하는 웹사이트 eChemportal.org에서 OECD TG를 따른 결과를 수집하였으며, 전처리 과정을 통해 학습이 불가능하거나 부적절한 화학물질은 제거하였다. 수집된 OECD TG데이터와 화학물질 특성 예측 성능의 벤치마크 데이터셋인 MoleculeNet 데이터를 활용하여 5개의 graph기반 모델들의 독성 예측 성능을 비교하였다.

• Toxicological Research
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• 제17권3호
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• pp.195-201
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• 2001

The OECD acute toxicity guideline has been revised recently to protect animal welfare. The GLP authority of the Ministry of Environment, the National Institute for Environmental Research, recommended GLP laboratories in Korea to ufo the revised acute toxicity guideline. This study was carried out to optimize newly adopted OECD test guideline 420 (TG 420). Bisphenol A was selected for test chemical. Following TG420, Bisphenol A was classified as class 5/unclassified group. The revised TG 420 was very effective test in minimizing animal number and classifying chemicals. The method, however had short-coming in evaluation of test results statistically because the test had no control group, and the test should be stopped when animals were dead at the lowest dose or alive at the highest dose. TG 420 required at Least 20 animals to complete the test, but it could result in producing unused animals that need to sacrifice.

• Toxicological Research
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• 제17권3호
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• pp.203-213
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• 2001

We investigated the toxic effects of propylthiouracil (PTU) In Sprague-Dawley (SD) rats to develop and validate an enhanced Protocol for Test Guideline 407 as OECD Project. Twenty male and female SD rats,7 weeks old, were treated with PTU in corn oil at levels of 0, 0.1, 1 and 10 mg/kg/day for 4 weeks orally. Clinical observation, body weight changes, food uptake, water consumption, urinalysis, estrus cycle and sperm analysis, serum chemist교, autopsy findings and histopathological findings were evaluated in this study. No clinical signs and mortality were observed in the study. The body weights and food uptakes in the group treated with 10 mg/kg/day were reduced from 3 weeks after the initiation of the treatment. The levels of 3,5,3'-triiodothyronine (T3) and thyroxine (T4, 3,5,3',5'-tetraiodothyrosine) were also significantly decreased in the group treated with 10 mg/kg/day. Also, the relative and absolute organ weights of thymuses were decreased. Thyroid glands of rats in the group treated with PTU 10 mg/kg/day were bigger than those of rats in the control group. In the histopathological examination, diffuse hyperplasia and hypertrophy of thyroid follicular cells were observed in all treatment groups, leading to the reduction of lumen size and papillary enfolding of lining epithelium. The degree of lesion was increased in a dose-dependent manner. The results suggested that PTU would cause toxicity in thyroid gland and decrease the levels of T3 and T4 in SD rats. However there were no effects on the other organ including testis and uterus especially in spermatogenesis and estrus cycle. On the basis of the results, enhanced protocol for Test Guideline (TG) 407 may be sensitive and reliable to detect endocrine-active substances like PTU.

• Toxicological Research
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• 제27권3호
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• pp.181-184
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• 2011

Screening of estrogenic activity on dichloro diphenyl trichloroethane (DDT), dichloro diphenyl dichloro ethylene (DDE), dieldrin, heptachlor, aldrin, chlordane, lindane, polybrominated diphenyl ethers (PBDE) and parabens was compared using Organization for Economic Cooperation and Development (OECD) test guideline 455 (TG455). The estrogenic activity of DDT was 58,000-fold ($PC_{50}$, $1.67{\times}10^{-6}$ M) less than $17{\beta}$-estradiol($E_2$) ($PC_{50}$, $2.88{\times}10^{-11}$ M) but DDE, dieldrin, heptachlor, aldrin, chlordane, lindane and PBDE did not show any estrogenic activity in this assay system. In the case of paraben compounds, the rank of relative transcriptional activation (logRTA) was butyl paraben -1.63752 ($PC_{50}$, $1.25{\times}10^{-7}$ M) > isobutyl paraben -2.34008 ($PC_{50}$, $6.3{\times}10^{-7}$ M) > ethyl paraben -2.64016 ($PC_{50}$, $1.26{\times}10^{-6}$ M) > isopropyl paraben -2.73993 ($PC_{50}$, $1.58{\times}10^{-6}$ M) > propyl paraben -2.84164 ($PC_{50}$, $2.0{\times}10^{-6}$ M). Our data suggest that OECD test guideline TG455 may be useful as a screening tool for potential endocrine disruptors.

• 농약과학회지
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• 제18권4호
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• pp.258-268
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• 2014

OECD Test guideline 307에 따라 확립한 토양대사 시험법으로, 호기성 토양 조건에서 [$^{14}C$]butachlor의 토양대사 시험을 실시하였다. 시험토양은 국내 밭토양의 대표적인 토성인 양토였으며, 비멸균 및 멸균토양에 [$^{14}C$]butachlor ($6.83mgKg^{-1}$)을 처리하고 flow-through system에서 60일간 배양하였다. 시험기간 동안 mass balance는 비멸균 토양과 멸균토양에서 각 처리방사능 대비 91.1~95.5%, 93.0~97.7% 수준이었다. 비멸균 토양의 경우 처리 후 60일 경과 시 처리방사능의 8.4%로 감소하였으며, $DT_{50}$과 $DT_{90}$은 10.4일과 34.6일이었다. 토양 추출액 중 주요대사산물 2-chloro-2',6'-diethylacetanilide이 검출되었다. $^{14}CO_2$ 및 비추출성 토양잔류물은 3.5%와 43.5% 수준이었다. 시험기간 중 멸균 토양 내 [$^{14}C$]butachlor의 분해는 거의 일어나지 않았다. 따라서 butahclor는 호기성 토양에서 미생물에 의해 빠르게 분해되어 주요 대사산물 2-chloro-2',6'-diethylacetanilide와 $CO_2$를 생성하거나 토양에 강하게 흡착되어 비추출성 잔류물로 존재하는 것으로 판단된다. 이를 통해 OECD guideline TG 307에 확립한 호기성토양대사 시험법은 농약의 위해성 평가를 위한 토양 동태 예측 있어 국내 활용에 적합할 것으로 판단된다.

• Journal of Ginseng Research
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• 제47권3호
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• pp.385-389
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• 2023

Background: Ginseng has been used as a traditional medicine for treatment of many diseases and for general health maintenance. Previously, we showed that ginseng did not demonstrate estrogenic property in ovariectomized mouse model. However, it is still possible that disruption of steroidogenesis leading to indirect hormonal activity. Methods: The hormonal activities were examined in compliance with OECD guidelines for detecting endocrine disrupting chemicals: test guideline (TG) No. 456 (an in vitro assay method for detecting steroidogenesis property) and TG No. 440 (an in vivo short-term screening method for chemicals with uterotrophic property). Results: Korean Red Ginseng (KRG) and ginsenosides Rb1, Rg1, and Rg3 did not interfere with estrogen and testosterone hormone synthesis as examined in H295 cells according to TG 456. KRG treatment to ovariectomized mice did not show a significant change in uterine weight. In addition, serum estrogen and testosterone levels were not change by KRG intake. Conclusion: These results clearly demonstrate that there is no steroidogenic activity associated with KRG and no disruption of the hypothalamic-pituitary-gonadal axis by KRG. Additional tests will be performed in pursuit of cellular molecular targets of ginseng to manifest mode of action.

• 한국발생생물학회지:발생과생식
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• 제25권4호
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• pp.257-268
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• 2021

Phthalates and their metabolites are well-known endocrine disrupting chemicals. Di-(2-ethylhexyl) phthalate (DEHP) has been widely used in industry and the exposing possibility to adult is high. In this study, DEHP was treated (133 ㎍/L and 1,330 ㎍/L in drinking water) according to the OECD test guideline 443 to mature female mice and their adrenal gland were examined for histological characteristics and steroidogenic gene expression. The wet weight of the adrenal gland was increased in all administrated groups compared to control. The diameter of zona fasciculata (ZF) was increased by DEHP in both outer ZF and inner ZF but there was no difference in morphology of the cells and arrangements into zona between groups. In addition, the arrangement of extracellular matrix was not different between control and DEHP groups. CYP11B1 was mainly localized at ZF and the intensity was not different between groups. DAX1 was localized in zona glomerulosa (ZG) and ZF, and its expression levels were decreased by DEHP administration. Its level was lower in DEHP133 group than DEHP1330 group. On the other hand, CYP17A1 was localized in ZG of DEHP1330 group. These results suggest that chronic low-dose DEHP exposing may modify the microstructure and function of the adrenal cortical cortex.

• 한국환경농학회지
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• 제37권3호
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• pp.229-234
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• 2018

In vitro 소핵시험(vitMNT)은 유전독성의 유망한 대체시험법 중 하나로, OECD에서 TG로 채택되어 화학물질의 등록에 사용되고 있다. 본 시험에서는 CHL cell을 사용한 vitMN test에서 소핵을 판별하기 위한 최적화된 세포질 조건을 찾고자 하였으며, 양성대조물질로 MMC와 Col을 사용하고 세포 염색을 위해 giemza 용액을 사용하였다. 시험결과, 세포현탁을 위해 사용되는 고정액의 acetic acid의 농도는 1%로 하는 것이 band의 두께와 세포질의 퍼짐성 측면에서 적당하였다. 또한 세포의 깨짐을 최소화하는 최종 고정액의 적하시간은 현탁 후 1~4시간이었다. 이러한 결과는 vitMNT에서 소핵관찰의 신속성, 용이성 및 정확성을 확보하는데 도움이 될 것이다.

• 농약과학회지
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• 제19권3호
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• pp.174-184
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• 2015

OECD Test guideline 501에 따라, 벼에서의 [$^{14}C$]butachlor의 식물대사 시험을 실시하였다. 시험토양은 국내 논토양의 대표적인 토성인 양토였으며, 사용지침서상의 사용법에 준하여 이앙 6일 후 [$^{14}C$]butachlor를 입제로 조제하여 1.5 kg/ha 수준으로 토양 수면에 처리하였다. 시료는 시험물질 처리 후 85일과 126일에 채취하였다. 85일 시료는 이삭, 벼 잎, 뿌리로 126일 후 시료는 현미, 왕겨, 볏짚, 뿌리로 분리하였다. 모든 식물 부위의 총 방사성 잔류량은 0.01 mg/kg 이상이었다. 그 후, 대사산물과 모화합물를 확인하기 위하여 극성이 다른 유기용매와 물 혼합용액을 이용하여 시료를 추출 후 Radio-HPLC로 분석하였다. 벼 추출액 중 butachlor는 검출되지 않았고, 5개의 잠정적 주요 대사산물(M1, M2, M3, M4 그리고 M5)이 검출되었으며, 대사산물 중 M4는 2,6-diethylanline로 동정되었다. 토양 추출액에서 N-(butoxymethyl)-N-(2,6-diethyl phenyl)acetamide, 2,6-diethylaniline, M2, M3 그리고 M5가 검출되었으며 butachlor의 농도는 낮은 수준 (약 0.03 mg/kg)으로 검출되었다.

• Toxicological Research
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• 제33권1호
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• pp.71-77
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• 2017

Hormone replacement therapy (HRT) consists of highly effective prescription medications for treating menopausal symptoms; however, these agents have exhibited side effects including the risk of estrogen-induced carcinogenesis. Therefore, interest in phytotherapy-based materials as a natural source of alternatives to estrogen therapy has increased. However, some of these herbal medicines have been reported to increase the risk of estrogen-induced cancer. Herbal formulations composed of a combination of Cynanchum wilfordii Hemsley (CW), Phlomis umbrosa Turczaninow (PU), and Angelica gigas Nakai (AG) extracts (CPAE) have been used for treating menopausal symptoms. Therefore, in this study, we aimed to examine the safety of CPAE by determining its potential adverse estrogenic activity using the Organization for Economic Cooperation and Development (OECD) test guideline 455 (TG455) in a stably transfected transcriptionally activated human estrogen receptor ${\alpha}$ ($hER{\alpha}$)-HeLa9903 cell model. We found that CPAE did not how any estrogenic activity or stimulate promoters containing estrogen response elements in MCF-7 cells. In addition, CPAE showed no significant selective activity against $hER{\alpha}$ and $hER{\beta}$, non-selective activity against the ER, or effects on ER target gene expression. Furthermore, CPAE did not significantly induce MCF-7 cell proliferation and uterine weight increase in ovariectomized rats. These results demonstrate that CPAE can be used as beneficial herbal drug for prevention and therapeutic intervention of estrogen carcinogenesis in menopausal women.