• Proceedings of the Korean Institute of Information and Commucation Sciences Conference
• /
• 2021.10a
• /
• pp.655-657
• /
• 2021

It is challenging to find breast ultrasound image training dataset to develop an accurate machine learning model due to various regulations, personal information issues, and expensiveness of acquiring the images. However, studies targeting transfer learning for ultrasound breast cancer images classification have not been able to achieve high performance compared to radiologists. Here, we propose an improved transfer learning model for ultrasound breast cancer classification using publicly available dataset. We argue that with a proper combination of ImageNet pre-trained model and optimizer, a better performing model for ultrasound breast cancer image classification can be achieved. The proposed model provided a preliminary test accuracy of 99.5%. With more experiments involving various hyperparameters, the model is expected to achieve higher performance when subjected to new instances.

• Journal of Food Hygiene and Safety
• /
• v.31 no.4
• /
• pp.294-298
• /
• 2016

Natural products are attractive as the source of new drug development. Especially, numerous unknown marine bioresources are an object of attention because the ocean occupies three fourth of the earth. Survival of marine bioresources in extreme environment may induce the production of biological active compounds. As previous study, we examined over 40 specimens of marine sponges collected from Micronesia and screened their anti-proliferative activities in various cancer cell lines. Among them, we investigated Coscinoderma sp.'s activity and mechanism in human colon carcinoma HCT116 and RKO cells. Furthermore, we also used the p53-knockout of HCT116 cells and the p53 loss of RKO cells for elucidating the role of p53. Coscinoderma sp. inhibited cellular viability independently of the p53 status. Therefore, we compared the expression level of cell death-related proteins by Coscinoderma sp. in HCT16 and in HCT116 p53KO cells. Coscinoderma sp. increased p53 level and NOXA levels and induced apoptosis under the condition of p53 existence. On the other hand, Coscinoderma sp. increased p21 and mTOR levels in HCT116 p53KO cells. These results suggest that Coscinoderma sp. induced anti-proliferation effect through different pathway depending on p53 status.

• Journal of Life Science
• /
• v.21 no.6
• /
• pp.851-857
• /
• 2011

Sulforaphane (SFN) is an isothiocyanate, isolated from glucoraphanin in broccoli and other cruciferaous vegetables. Recent studies have revealed that SFN induces anti-proliferation and apoptosis by cell cycle arrest in various cancer cells. In this study, we investigated the effect of SFN induced apoptosis in chondrosarcoma HTB-94 cells. SFN caused suppression of proliferation and apoptosis in a dose-dependent manner as determined by cell phenotype, MTT assay and FACS analysis in HTB-94 cells. Treatment of SFN led to caspase-3 activation and p53 accumulation as determined by Western blot analysis. Also, SFN significantly induced DNA fragmentation and nuclear degradation though activation of caspase-3, as detected by DNA electrophoresis and immunostaining, respectively. Our results indicate that SFN-induced apoptosis was regulated by p53 and caspase-3 dependent pathways. Furthermore, SFN may act as a potent anti-proliferation agent, and as a promising candidate for molecular-targeting chemotherapy against human chondrosarcoma cells.

• Journal of the Korean Society of Food Science and Nutrition
• /
• v.36 no.9
• /
• pp.1099-1105
• /
• 2007

The present study describes the preliminary evaluation of the anticancer activity of Styela plicata. Freeze-dried S. plicata was extracted with methanol, ethanol, acetone, and water, and then anticancer effect of the extracts was measured by the MTT reduction assay and phase-contrast microscopy on the HT-29 human colon carcinoma cells. Among the extracts, acetone extract showed the highest anticancer activity. The cell proliferation rates markedly decreased by 94.0% at the concentration of 500 ${\mu}g/mL$ of acetone extract compared with control cells. The acetone extract was further fractionated with hexane, diethyl ether, ethyl acetate, and water layer according to the degree of polarity. The HT-29 cells with hexane layer extract (250 ${\mu}g/mL$) decreased the cell viability to 5.1% of untreated control. The growth of SW620, HeLa, and MCF-7 cells was decreased to about 10%, by the treatment of hexane layer extract 250 ${\mu}g/mL$. Theses results suggest extracts from S. plicata as possible natural cancer therapeutic material.

• The Korean Journal of Food And Nutrition
• /
• v.28 no.4
• /
• pp.594-601
• /
• 2015

In the present study, the total content of polyphenols and flavonoids, the antioxidant activities, and cytotoxic effects of the ethanol extracts from different parts of Taraxacum coreanum Nakai were investigated for their use as functional foods. The extract yields of the flower, leaf, and root were $32.15{\pm}3.21%$, $31.63{\pm}0.63%$, and $27.48{\pm}2.47%$, respectively. Total polyphenol and flavonoid content of the flower extract were $61.29{\pm}2.11mg/g$ and $46.11{\pm}1.88mg/g$, respectively, which were much higher than those of any other plant parts. The antioxidant activities of the flower, leaf, and root extracts were $89.99{\pm}2.83%$, $85.29{\pm}2.22%$, and $37.88{\pm}2.34%$, respectively, at a concentration of 1.0 mg/mL. Cell cytotoxicity effects of AGS (human gastric carcinoma), HCT116 (human colon carcinoma), and A549 (human pulmonary carcinoma) cells were the highest in the flower extract, with values of $62.85{\pm}4.63%$, $69.89{\pm}3.44%$, and $85.72{\pm}4.17%$, respectively, at a concentration of 400 mg/kg. Both the antioxidant activities and cytotoxic effects of the ethanol extracts from all the parts of the T. coreanum Nakai increased dose-dependently. These results provide preliminary data for the development of T. coreanum Nakai as an edible functional food material.

• Applied Biological Chemistry
• /
• v.47 no.2
• /
• pp.202-207
• /
• 2004

This study was performed to investigate the inhibitory effect of the water-extract from fermented compositions containing Inonotus obliquus with added Houttuynia cordata on the growth of either human AGS gastric and HCT-15 colon cancer cells or NIH3T3 normal mouse fibroblast cells. Cytotoxic activity on cancer cells was investigated by viable cell count, MTT assay and morphological observation. Mixtures of Inonotus obliquus with added Houttuynia cordata were fermented at $30{\sim}37^{\circ}C$, $50{\sim}60%$ humidity for 30 days, extracted with water, freeze dried, powered, and then dissolved in water for the experiment. In MTT assay, the fermented compositions exhibited inhibitory effects of 13, 25, 40, 67 and 78% for AGS and 22, 40, 50, 69 and 76% for HCT-15 at 0.16, 0.4, 0.8, 1.6 and 4.0 mg/ml, respectively. However, normal NIH3T3 cells were exhibited 86% survival under the same experimental condition. Fermented compositions showed highly inhibitory effect against human cancer cell line HCT-15 and AGS, but not on normal cell line NIH3T3.

• Proceedings of the Korean Society of Applied Pharmacology
• /
• 1994.04a
• /
• pp.253-253
• /
• 1994

영지와 구름버섯의 원형질체 융합 균주 F-1의 배양 균사체로 부터 열수추출한 분획 Fr.I을 DEAE-cellulose ion chromatography와 gel filtration chromatography를 통하여 분획 Fr.II, III, IV,로 분리 정제하였다. Sarcoma 180에 대한 종양억제율을 검사한 결과 Fr.IV는 68.73%로 가장 우수하였으며 동계 복수암에 대한 수명 연장 효과도 140 %의 유의적인 결과를 얻었다. 면역 관련 장기의 중량에 대한 영향을 실험한 결과 정상군에 비해 간, 비장 및 흉선의 중량을 증가시켰고, 마우스 암세포에 대한 직접적인 세포독성 작용을 보이지 않았으나 면역 실험을 실시한 결과, 마우스에서 용혈반 형성세포수를 1,36배 증가시켰으며 암이식군에서 감소된 T lymphocyte활성을 정상수준까지 회복시켰고 또, macrophage의 superoxide anion 분비를 2.25배 증가시켰다. 이로써 이 항암 성분은 면역세포를 활성화시켜 항암 효과를 나타냄을 의미한다. Fr.IV히 분자량은 7.9$\times$$10^4$ dalton이고 75,57%의 다당체와 4.47%의 단백질로 이루어졌으며 그 다당체는 주로 glucase, xylose와 mannose로 구성된 heteropolysaccharide이었으며 그 단백질은 Alanine과 Valine을 위시한 15종의 아미노산을 함유하고 있음이 확인되었다.

• Journal of Marine Life Science
• /
• v.7 no.1
• /
• pp.15-20
• /
• 2022

Glioblastoma is one of the highly aggressive central nervous system tumors and it is difficult to treat owing its anatomical location. Peptides are novel class of drugs which has the potential to cross the blood brain barrier and exerts its anti-tumor activity. Here, we discovered a novel peptide from abalone (Haliotis discus hannai) next generation sequencing (NGS) data and tested its anticancer effect on glioblastoma cell line SNU-489. The anticancer activity was measured using a cytotoxicity assay in a time and dose-dependent manner. A concentration and time dependent increase in the cytotoxicity was seen in cells treated with the novel peptide. The highest cytotoxicity rate of about 67% was observed in SNU-489 cells treated with 200 µM peptide for 48 hrs. However, the cytotoxic effect was not or less observed in a normal skin cell line HaCaT at similar concentration, thus, evident of peptide's cell specific anticancer activity. In addition, the gene expression level of necroptosis-related genes was analyzed by qRT-PCR to elucidate the anticancer mechanism of the novel peptide. RIPK3 expression was significantly increased by 9.6-fold in 200 µM of novel peptide treatment group, and MLKL expression level was significantly elevated by 2-fold in 100 µM treated group compared to the control group. Therefore, this study confirmed that the novel abalone-derived peptide has anticancer potency, and it causes cancer cell death through the necroptosis mechanism. Collectively, these results suggest that the novel peptide could be candidate anticancer agent for the treatment of glioblastoma in the future.

• Radiation Oncology Journal
• /
• v.19 no.4
• /
• pp.381-388
• /
• 2001

Purpose : This study was conducted to assess the effects of x-irradiation on the expression of the novel glutathione S-transferase K1 gene. Materials and methods : Human glutathione S-transferase K1 (hGSTK1) DNA was purified and ligated to a pcDNA3.1/Myc-His(+) vector for the overexpression of hGSTK1 gene. MCF-7 cells were transfected with or without the recombinant hGSTK1 gene, and irradiated with 6 MV x-ray. After incubation of 14 days, cell survival was measured and compared. The expression of hGSTK1 and the effect of x-irradiation on hGSTK1 expression were also estimated in MCF-7 cells transfected with or without the hGSTK1 gene by RT-PCR. Results : Following 2 to 12 Gy of x-irradiation, the cell survivals were higher in the MCF-7 cells transfected with the hGSTK1 gene than in those without transfection. Despite the higher cell survival in the hGSTK1-transfected cells, RT-PCR for hGSTK1 mRNA revealed no significant differences according to radiation dose, fractionation, and time after irradiation. Conclusion : The MCF-7 cells transfected with the hGSTK1 gene showed higher cell survival than those without transfection of the gene. The hGSTK1 gene might be associated with the radiosensitivity of MCF-7 cell line and further analysis should be needed.

• Journal of Chest Surgery
• /
• v.36 no.8
• /
• pp.614-618
• /
• 2003

Pleuropulmonary blastoma (PPB) is a rare intrathoracic neoplasm, found solely in childhood. The usual symptoms are dyspnea, chest discomfort, recurrent respiratory infections, fever, dry cough, and chest pain. The progress of PPB is usually aggressive and its progress is generally poor. Lymphatic spread to the hilar and mediastinal nodes can occur Distant metastasis is found in brain, bones, and intra-abdominal organs. Surgical resection is the treatment of choice. When the disease Is too extensive for surgical resection, neoadjuvant chemotherapy can be used. We report 2 cases of pleuropulrnonary blastoma in children successfully treated with multimodal therapy.