• 제목/요약/키워드: Feeder-layer

검색결과 43건 처리시간 0.039초

A deep learning-based approach for feeding behavior recognition of weanling pigs

  • Kim, MinJu;Choi, YoHan;Lee, Jeong-nam;Sa, SooJin;Cho, Hyun-chong
    • Journal of Animal Science and Technology
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    • 제63권6호
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    • pp.1453-1463
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    • 2021
  • Feeding is the most important behavior that represents the health and welfare of weanling pigs. The early detection of feed refusal is crucial for the control of disease in the initial stages and the detection of empty feeders for adding feed in a timely manner. This paper proposes a real-time technique for the detection and recognition of small pigs using a deep-leaning-based method. The proposed model focuses on detecting pigs on a feeder in a feeding position. Conventional methods detect pigs and then classify them into different behavior gestures. In contrast, in the proposed method, these two tasks are combined into a single process to detect only feeding behavior to increase the speed of detection. Considering the significant differences between pig behaviors at different sizes, adaptive adjustments are introduced into a you-only-look-once (YOLO) model, including an angle optimization strategy between the head and body for detecting a head in a feeder. According to experimental results, this method can detect the feeding behavior of pigs and screen non-feeding positions with 95.66%, 94.22%, and 96.56% average precision (AP) at an intersection over union (IoU) threshold of 0.5 for YOLOv3, YOLOv4, and an additional layer and with the proposed activation function, respectively. Drinking behavior was detected with 86.86%, 89.16%, and 86.41% AP at a 0.5 IoU threshold for YOLOv3, YOLOv4, and the proposed activation function, respectively. In terms of detection and classification, the results of our study demonstrate that the proposed method yields higher precision and recall compared to conventional methods.

Stem Cell Biotechnology for Cell Therapy

  • LEE Dong-Ree;KIM Ha Won
    • Biomolecules & Therapeutics
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    • 제13권4호
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    • pp.199-206
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    • 2005
  • Cell therapy (CT) is a group of techniques to treat human disorders by transplantation of cells which have been processed and propagated independent of the living body. Blood transfusion and bone marrow transplant have been the primary examples of cell therapy. With introduction of stem cell (SC) technologies, however, CT is perceived as the next generation of biologies to treat human diseases such as cancer, neurological diseases, and heart disease. Despite potential of cell therapy, insufficient guidelines have been implemented concerning safety test and regulation of cell therapy. This review addresses the safety issues to be resolved for the cell therapy, especially SC therapy, to be successfully utilized for clinical practice. Adequate donor cell screening must preceed to ensure safety in cell therapy. In terms of SC culture, controlled, standardized practices and procedures should be established. Further molecular studies should be done on SC development and differentiation to enhance safety level in cell therapy. Finally, animal model must be further installed to evaluate toxicity, new concepts, and proliferative potential of SC including alternative feeder layer of animal cells.

유선상피 간세포의 분리 및 특성연구 (Isolation and Characterization of Mammary FpithelialStem Cells in Culture)

  • 백기주;류환선;;김남득
    • 생명과학회지
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    • 제10권1호
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    • pp.37-44
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    • 2000
  • The mammary gland contains a subpopulation of epithelial cells with large proliferative potentials which are the likely targets for carcinogens. These clonogenic cells can proliferate and differentiate into functional glandular structures. Rat mammary epithelial cells (RMEC) were isolated and characterized in vitro. By flow cytometry of RMEC stained with fluorescein isothiocyanate-peanut agglutinin(PNA) and phycoerythrin anti-Thy-1.1 monoclonal antibody, it was possible to four cell subpopulations from 7-8 week old F344 female rat mammary glands: cells negative to both reagents (B-), PNA-positive cells (PNA+), Thy-1.1-positive cells (Thy-1.1+), and cells positive to both reagents (B+). When single PNA+ cells were isolated and cultured in Matrigel with irradiated (∼50 Gray) 3T3 fibroblast feeder layer, they gave rise to multicellular clonal structures of three types: alveolar, foamy alveolar, and squamous colonies. The developed structures were similar to the mammary glands in vivo. These results suggest that some of PNA+ cells possesses many of the characteristics of multipotent clonogenic stem-like cells.

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체외수정 생쥐 배아에서의 배아 줄기세포 확립 (Establishment of Mouse Embryonic Stem Cell-like Cells from In Vitro Fertilized Embryos)

  • 문신용;박용빈;김희선;오선경;천대우;서창석;최영민;김정구;이진용;김석현
    • Clinical and Experimental Reproductive Medicine
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    • 제29권1호
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    • pp.1-12
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    • 2002
  • Objective: In order to acquire the technique for the establishment of human embryonic stem cells (ESe) derived from the human frozen-thawed embryos produced in IVF-ET program, this study was performed to establish mouse ESC derived from the in vitro fertilized embryos. Materials and Methods: After Fl hybrid (C57BL female $\times$ CBA mael) female mice were superovulated with PMSG and hCG treatment, their oocytes were retrieved and inseminated, and the fertilized embryos were cultured for 96-120 hours until the expected stages of blastocysts were obtained. To isolate the inner cell mass (ICM), either the blastocysts were treated with immunosurgery, or the whole embryos were cultured for 4 days. Isolated ICMs were then cultured onto STO feeder cell layer, and the resultant ICM colonies were subcultured with trypsin-EDTA treatment. During the subculture process, ESC-like cell colonies were observed with phase contrast microscopy. To identify ESC in the subcultured ESC-like cell colonies, alkaline phosphatase activity and Oct-4 (octamer-binding transcription factor-4) expression were examined by immunohistochemistry and RT-PCR, respectively. To examine the spontaneous differentiation, ESC-like cell colonies were cultured without STO feeder cell layer and leukemia inhibitory factor (LIF). Results: Seven ESC-like cell lines were established from ICMs isolated from the in vitro fertilized embryos. According to the developmental stage, the growth of ICMs isolated from the expanded blastocysts was significantly better than that of ICMs isolated from the hatched blastocysts (80.3% vs. 58.7%, p<0.05). ESC-like cell colonies were only obtained from ICMs of expanded blastocysts. However, the ICMs isolated from the embryos treated with immunosurgery were poorly grown and frequently differentiated during the culture process. The established ESC-like cell colonies were positively stained with alkaline phosphatase and expressed Oct-4, and their morphology resembled that observed in the previously reported mouse ESC. In addition, following the extended in vitro culture process, they maintained their expression of cell surface markers characteristic of the pluripotent stem cells such as alkaline phosphatase and Oct-4. When cultured without STO feeder cell layer and LIF, they were spontaneously differentiated into the various types of cells. Conclusion: The findings of this study suggest that the establishment of mouse ESC can be successfully derived from the in vitro fertilized embryos. The established ESC-like cells expressed the cell surface markers characteristic of the pluripotent stem cells and spontaneously differentiated into the various types of cells.

EGR Cooler 내부 형상에 따른 Fouling이 냉각 성능에 미치는 영향 (The Effect of Cooling Efficiency on Fouling by EGR Cooler Internal Shape)

  • 남연우;오광철;이천환;이춘범;이원남
    • 한국자동차공학회논문집
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    • 제19권1호
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    • pp.101-108
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    • 2011
  • Understanding the exhaust gas recirculation (EGR) cooler fouling in diesel engine is important factor in the durability characteristic of a EGR system. We develope a test rig and PM feeder using carbon black to examine the effect of fouling on EGR cooler devices those were consisted of flat and shell & tube type. The EGR cooler fouling process is a complex interaction involving heat exchanger shape, boundary condition, constitutes, chemistry and operating mode. As the soot deposited to EGR cooler, these formed a thin deposit layer that was less heat exchange than the fresh status of tube enclosing the exhaust gas, resulting in lower heat exchange effectiveness in both type coolers. But these deposits caused different results in pressure drop, it is increased in flat type, but decreased in Shell & tube type of EGR cooler. A cause was estimated from a change of the flow structure and a decrease of contact area as the EGR cooler fouling.

Effects of Pretense Inhibitors and Antioxidants on In Vitro Survival of Porcine Primordial Germ Cells

  • Lee, Chang-Kyu;Jorge A. Piedrahita
    • 한국발생생물학회:학술대회논문집
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    • 한국발생생물학회 2001년도 발생공학 국제심포지움 및 학술대회 발표자료집
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    • pp.47.1-47
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    • 2001
  • One of the problems associated with in vitro culture of primordial gern cells (PGCs) is the large loss of cells during the initial period of culture. This study characterized the initial loss and determined the effectiveness of two classes of apoptosis inhibitors, protease inhibitors and antioxidants, on the ability of the porcine PGCs to survive in culture. Results from electron microscopic analysis and in situ DNA fragmentation assay indicated that porcine PGCs rapidly undergo apoptosis when placed in culture. Additionally, \ulcorner2-macroglobulin, a protease inhibitor and cytokine carrier, and N-acetylcysteine, an antioxidant, increased the survival of PGCs in vitro. While other protease inhibitors tested did not affect survival of PGCs, all antioxidants tested improved survival of PGCs (p<0.05). Further results indicated that the beneficial effect of the antioxidants was critical only during the initial period of culture. Finally, it was determined that in short-term culture, in the absence of feeder layer, antioxidants could partially replace the effect(s) of growth factors and reduce apoptosis. Collectively, these results indicate that the addition of \ulcorner2-macroglobulin and antioxidatns can increase the number of PGCs in vitro by suppressing apoptosis.

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체외 배양된 닭 배반엽 세포에 대한 Retrovirus Vector를 이용한 유전자 전이 (Retrovirus Vector-Mediated Gene Transfer to the Chicken Blastodermal Cells Cultured In Vitro)

  • 박성준;구본철;권모선;최휘건;김태완
    • Reproductive and Developmental Biology
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    • 제34권3호
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    • pp.257-262
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    • 2010
  • The purpose of this study is to establish a basic culture system enabling in vitro culture of chicken blastodermal cells and to test the feasibility of retrovirus-mediated gene transfer to the cultured cells. The blastodermal cells were isolated from freshly laid eggs of stage X and cultured with or without STO feeder layer cells. Stem cell-like morphology was maintained after multiple passages and RT-PCR analysis proved expression of several stem cell specific genes. Immunocytochemical analysis using antibodies of anti-EMA-1 and anti-SSEA-1 also showed the feature of stem cells. Infection of the cultured blastodermal cells with LNCGW retrovirus vector resulted in successful transfer of foreign genes. The results of this study may be useful in establishing stem cell-mediated transgenic chicken production.

Pluripotin(SC-1) 처리를 통한 단위발생 마우스 배아줄기세포 생산 효율 향상 (Efficient Production of Parthenogenetic Murine Embryonic Stem Cells by the Treatment of Pluripotin (SC-1))

  • 강호인;노상호
    • 한국수정란이식학회지
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    • 제27권3호
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    • pp.171-174
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    • 2012
  • Various small molecules can be used to control major signaling pathways to enhance stemness and inhibit differentiation in murine embryonic stem cell (mESC) culture. Small molecules inhibiting the fibroblast growth factor (FGF)/ERK pathway can preserve pluripotent cells from stimulation of differentiation. In this study, we aimed to evaluate the effect of pluripotin (SC-1), an inhibitor of the FGF/ERK pathway, on the colony formation of outgrowing presumptive mESCs. After plating the zona pellucida-free blastocyst on the feeder layer, attached cell clumps was cultured with SC-1 until the endpoint of the experiment at passage 10. In this experiment, when the number of colonies was counted at passage 3, SC-1-treated group showed 3.4 fold more mESC colonies when compared with control group. However, after passage 4, there was no stimulating effect of SC-1 on the colony formation. In conclusion, SC-1 treatment can be used to promote mESC generation by increasing the number of early mESC colonies.

비분리형 비등방성 완전 정합층(UAPML)을 이용한 원형편파 등각 마이크로스트립 패치 안테나의 해석 (An Analysis of A Circularly Polarized Conformal Microstrip Parch Antenna Using The Unsplit Anisotropic Perfectly Matched Layer(UAPML))

  • 박동희;김정기
    • 한국전자파학회논문지
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    • 제9권6호
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    • pp.813-823
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    • 1998
  • 본 논문은 비분리형 비등방성 완전정합충(UAPML)을 이용하여 이동통신용 원형편파 등각 마이크로스트립 패치 안테나를 해석하였다 또한 3차원 U따까1L에 대한 모서리 및 모퉁이 부분에 대하여 특별히 다루었다. 특히 동축 여기선을 갖는 마이크로스트립 패치 안테나를 해석하기 위해서 Mur의 1차 흡수경계조건을 혼합 적용하였다 결과적으로 본 논문은 UAPML법이 모서리 및 모퉁이 부분에서 수렴함은 물론 Mur의 1차 흡수 경계조건과 혼합하여 홈수경계조건으로서 충분히 사용 가능함을 제시한다. 수치해석 결과는 이동통신 대역인 L밴드 및 C 밴드에서 중심주파수 1.575 GHz, 1.778 GHz 그리고 4.8 GHz를 갖는 단일 및 병렬 패치에 대한 전자장의 $E_z$$H\chi$에 대한 시간응답, 동축선의 입력임피던스 및 마이크로 스트립 패치의 복사특성을 해석 하였다 본 논문의 해석 결과는 2차 분산 경계조건(SDBC) Mur의 1차 흡수경계조건을 혼합한 수치해석 방법 그리고 순수 Mur의 1차 흡수경계조건과 비교하였다. 따라서 본 논문에서 제시된 해석방법이 합당함을 입 증할 수 있다.

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조류의 다능성 생식세포주 확립 및 분화 특성에 관한 연구

  • 박태섭;한재용
    • 한국가금학회:학술대회논문집
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    • 한국가금학회 2001년도 제18차 정기총회 및 학술발표 PROCEEDINGS
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    • pp.40-46
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    • 2001
  • The use of pluripotent stem cells has tremendous advantages for various purposes but these cell lines with proven germ-line transmission have been completely established only in the mouse. Embryonic germ (EG) cell lines are also pluripotent and undifferentiated stem cells established from primordial germ cells (PGCs). This study was conducted to establish and characterize the chicken EG cells derived from gonadal primordial germ cells. We isolated gonadal PGCs from 5.5-day-old (stage 28) White leghorn (WL) embryos and established chicken EG cells lines with EG culture medium supplemented with human stem cell factor (hSCF), murine leukemia inhibitory factor (mLIF), bovine basic fibroblast growth factor (bFGF), human interleukin-11 (hIL-11), and human insulin-like growth factor-I (hIGF-I). These cells grew continuously for 4 months (10 passages) on a feeder layer of mitotically active chicken embryonic fibroblasts. These cells were characterized by screening with the Periodic acid-Shiff's reaction, anti-SSEA-1 antibody, and a proliferation assay after several passages. As the results, the chicken EG cells maintained characteristics of undifferentiated stem cells as well as that of gonadal PGCs. When cultured in suspension, the chicken EG cells successfully formed an embryoid body and differentiated into a variety of cell types when re-seeded onto culture dish. The chicken EG cells were injected into blastodermal layer at stage X and dorsal aorta of recipient embryo at stage 14 (incubation of 53hrs) and produced chimeric chickens with various differentiated tissues derived from the EG cells. The germline chimeras were also successfully induced by using EG cells. Thus, Chicken EG cells will be useful for the production of transgenic chickena and for studies of germ cell differentiation and genomic imprinting.

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