• 제목/요약/키워드: Cell number

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Integration of Single-Cell RNA-Seq Datasets: A Review of Computational Methods

  • Yeonjae Ryu;Geun Hee Han;Eunsoo Jung;Daehee Hwang
    • Molecules and Cells
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    • 제46권2호
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    • pp.106-119
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    • 2023
  • With the increased number of single-cell RNA sequencing (scRNA-seq) datasets in public repositories, integrative analysis of multiple scRNA-seq datasets has become commonplace. Batch effects among different datasets are inevitable because of differences in cell isolation and handling protocols, library preparation technology, and sequencing platforms. To remove these batch effects for effective integration of multiple scRNA-seq datasets, a number of methodologies have been developed based on diverse concepts and approaches. These methods have proven useful for examining whether cellular features, such as cell subpopulations and marker genes, identified from a certain dataset, are consistently present, or whether their condition-dependent variations, such as increases in cell subpopulations in particular disease-related conditions, are consistently observed in different datasets generated under similar or distinct conditions. In this review, we summarize the concepts and approaches of the integration methods and their pros and cons as has been reported in previous literature.

방사선조사(放射線照査)에 의한 Prostaglandin E2 및 자연살해세포(自然殺害細胞) 활성도(活性度)의 변화(變化) (Relationships between Radiation-induced Prostaglandin E2 and Natural Killer Cell Activity in Mice)

  • 김성호
    • 대한수의학회지
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    • 제27권2호
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    • pp.185-189
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    • 1987
  • The number of splenic lymphocyte, serum prostaglandin $E_2$ level and natural killer cell activity were assayed after single whole body irradiation of a sublethal dose of $^{60}Co-{\gamma}$ ray to C57BL/6J mice. With a view to knowing the relationships between radiation induced prostaglandin $E_2$ level and the normal natural killer cell activity after natural killer cell-target cell conjugation, The change of normal natural killer cell activity were measured by administration of prostaglandin $E_2$ containing serum from irradiated mice. The results were summarized as follows; 1. The total number of splenic lymphocyte was significantly decreased by irradiation and the number was not affected by indometacin, prostaglandin synthesis inhibitor, treatment. 2. Serum prostaglandin $E_2$ level was increased in irradiated mice, but indometacin treated mice group showed low level of prostaglandin $E_2$. 3. In the case of irradiated mice, natural killer cell activity was not shown any difference between irradiated group and indometacin combined group. But when natural killer cell-target cell conjugations were exposed to the serum of each group during cytotoxic activity assay, whereas the normal natural killer cell activity was significantly decreased by treatment of serum from irradiated mice, the activity was not changed by treatment of indometacin pretreated mice serum. This result indicated that the prostaglandin $E_2$ induced by the radiation inhibited the post-target binding cytolytic process of natural killer activity.

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A Minimum Data-Rate Guaranteed Resource Allocation With Low Signaling Overhead in Multi-Cell OFDMA Systems

  • Kwon, Ho-Joong;Lee, Won-Ick;Lee, Byeong-Gi
    • Journal of Communications and Networks
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    • 제11권1호
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    • pp.26-35
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    • 2009
  • In this paper, we investigate how to do resource allocation to guarantee a minimum user data rate at low signaling overhead in multi-cell orthogonal frequency division multiple access (OFDMA) wireless systems. We devise dynamic resource allocation (DRA) algorithms that can minimize the QoS violation ratio (i.e., the ratio of the number of users who fail to get the requested data rate to the total number of users in the overall network). We assume an OFDMA system that allows dynamic control of frequency reuse factor (FRF) of each sub-carrier. The proposed DRA algorithms determine the FRFs of the sub-carriers and allocate them to the users adaptively based on inter-cell interference and load distribution. In order to reduce the signaling overhead, we adopt a hierarchical resource allocation architecture which divides the resource allocation decision into the inter-cell coordinator (ICC) and the base station (BS) levels. We limit the information available at the ICC only to the load of each cell, that is, the total number of sub-carriers required for supporting the data rate requirement of all the users. We then present the DRA with limited coordination (DRA-LC) algorithm where the ICC performs load-adaptive inter-cell resource allocation with the limited information while the BS performs intra-cell resource allocation with full information about its own cell. For performance comparison, we design a centralized algorithm called DRA with full coordination (DRA-FC). Simulation results reveal that the DRA-LC algorithm can perform close to the DRA-FC algorithm at very low signaling overhead. In addition, it turns out to improve the QoS performance of the cell-boundary users, and achieve a better fairness among neighboring cells under non-uniform load distribution.

Methylglyoxal 이 Scenedesmus quadricauda 의 성장 역학에 미치는 영향 (Effects of Methylglyoxal on the Growth Dynamics of Secenedesmus quadricauda)

  • Rhie, Ki-Tae
    • The Korean Journal of Ecology
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    • 제18권1호
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    • pp.17-30
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    • 1995
  • The growth of Scenedesmus quadricauda (Trup.) Breb. is enhanced by methylyoxal (MG), a general inhibitor of cell division, at threshold concentration in conjunction with reatment timing relative to growth stage. The stimulatory effect of MG on algal cell growth was most significant with 2.27-fold of untreated algal culture in cell number when 0.5 mM of MG was added to the algal culture at the beginning of logarithmic phase with an initial MG concentration of 0.535 mg $MG/10^6cell$. A Specific growth rates (SGRs) of MG-treated cultures were rapidly increased at the beginning of logarithmic phase with 1.89-fold of untreated algal culture. Cultures inoculated with high cell numbers of 2.4 to 4.8 X $10^4$ cells/ml were less sensitive to 0.5 mM of MG treatment. The algal cell division was ranged from 0.392 to 0.924 mg MG/106 cell. If the cell number of an algal culture at the time of inoculation was low (0.6 X $10^4$ cells/ml) and MG was added before logarithmic phase, the cell number of 0.5 mM of MG-treated cultures were lower than those of controls. In algal cultures treated with high concentrations of MG (1.0 mM and 2.0 mM), the algal growth was inhibited. Photosynthetic rate of growth-enhanced algal by 0.5 mM of MG was significantly higher than that of untreated or 1.0 mM of MG-treated algal cell, while there was no significant difference among those groups in respiratory rate. Pyruvate concentration in 0.5 mM of MG-treated culture was incrcased agter methylglyoxal trcatment.

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Celecoxib의 항산화 작용에 따른 성체 치주인대 줄기세포 사멸억제 (Inhibition of Human Periodontal Stem Cell Death Following the Antioxidant Action of Celecoxib)

  • 이경희
    • 대한통합의학회지
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    • 제11권2호
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    • pp.169-179
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    • 2023
  • Purpose : Although human periodontal ligament stem cells (hPDLSCs) are a supportive factor for tissue engineering, oxidative stress during cell culture and transplantation has been shown to affect stem cell viability and mortality, leading to failed regeneration. The aim of this study was to evaluate the antioxidant and protective effects against cell damage of celecoxib, a selective cyclooxygenase-2 (COX-2) inhibitor, and the antioxidant signal of hPDLSCs in H2O2-induced oxidative stress. Methods : To induce oxidative stress in cultured hPDLSCs, H2O2 was used as an exogenous reactive oxygen species (ROS). Dose-dependent celecoxib (.1, 1, 10, or 100 µM) was administered after H2O2 treatment. WST-1 assay was used to assess cell damage and western blot was used to observe antioxidant activity of hPDLSCs in oxidative stress. Immunohistochemistry was performed for inverting the localization of the SOD and Nrf2 antibody. Results : We found that progressive cell death was induced in hPDLSCs by H2O2 treatment. However, low-dose celecoxib reduced H2O2-induced cellular damage and eventually enhanced the SOD activity and Nrf2 signal of hPDLSCs. Oxidative stress-induced morphological change in hPDLSCs included lowered the survival and number of spindle-shaped cells, and shrinkage and shortening of cell fibers. Notably, celecoxib promoted cell survival function and activated antioxidants such as SOD and Nrf2 by positively regulating the cell survival signal pathway, and also reduced the number of morphological changes in hPDLS. Immunohistochemistry results showed a greater number of SOD- and Nrf2-stained cells in the celecoxib-treated group following oxidative stress. Conclusion : By increasing SOD and Nrf2 expression at the antioxidant system, the findings suggest that celecoxib enhanced the antioxidative ability of hPDLSCs and protected cell viability against H2O2-induced oxidative stress by increasing SOD and Nrf2 expression in the antioxidant system.

한우 난포란의 체외성숙 배지 내의 암모니아 농도가 배 발생과 세포수에 미치는 영향 (Effect of the Concentration of Ammonia in Maturation Medium on the Development and Cell Numbers of Korean Native Cow Embryos)

  • 박용수;박흠대
    • Reproductive and Developmental Biology
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    • 제29권1호
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    • pp.31-36
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    • 2005
  • 본 연구는 한우 수정란의 체외생산에 있어서 효율과 품질의 향상을 위해서, 체외성숙 시간에 따른 배지 내의 ammonia 농도를 측정하였고, 체외성숙용 배지의 교환 및 첨가가 배 발생과 배반포의 세포수에 미치는 효과를 검토하였다. 체외성숙용 배지내의 ammonia 농도는 체외성숙 시간이 길어짐에 따라 유의하게 증가하였다(p<0.05). 체외성숙용 배지의 첨가에 따른 수정율, 8세포기 및 배반포기 발달율은 각 군간에 유사한 경향이었다. 배반포의 inner cell mass(ICM) 및 총 세포수(TCN)는 비슷한 경향이었으나, trophectoderm(TE) 세포수는 4.5 시간 첨가군이 유의하게 낮았다. 한편 ICM/TCN 비율은 4.5 시간 첨가군이 대조군과 9 시간 첨가군에 비하여 유의하게 높았다. 체외성숙용 배지의 교환에 따른 수정율은 4.5시간 및 9시간 교환이 대조군에 비하여 유의하게 높았으나, 8세포기 발달율은 비슷한 경향이었다. 한편 배반포기 발달율은 9 시간 교환군이 가장 높았다. 배반포의 ICM 세포수와 ICM/TCN 비율은 9 시간 교환군이 다른 두 처리군에 비하여 유의하게 높았으나, TE 및 TCN은 차이가 없었다.

WiBro 및 LTE를 이용한 재난안전무선통신망용 셀 수량 추정 (Estimation of the Number of Cell Sites for Nationwide Public Protection and Disaster Relief Network Using WiBro and LTE Technical Methods)

  • 송기홍
    • 한국정보통신학회논문지
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    • 제17권6호
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    • pp.1266-1272
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    • 2013
  • 본 연구에서는 WiBro 및 LTE방식을 이용한 재난안전무선통신망 설계에 필요한 링크 버짓을 계산하여 전국망 구축에 필요한 셀 수량을 파악하며, 그 결과에 대한 상호 비교를 통하여 경제적 관점에서의 효율적인 통신방식을 제시한다. 계산 결과, 전국망을 구축하는 데 있어서 WiBro방식은 LTE방식에 비해 상향링크에 대한 PAPR과 전송 방식차이 및 SINR차로 인해 동일 주파수 대역에서 두 배 이상 많은 셀이 필요한 것으로 나타난다. 이러한 결과를 근거로, 전국망 구축시 동일 대역을 이용할 경우 WiBro에 비해 LTE방식이 경제적인 면과 기술 및 시장 측면에서도 효율적이라고 판단된다.

복합(複合)레진의 세포독성(細胞毒性)에 관(關)한 실험적(實驗的) 연구(硏究) (AN EXPERIMENTAL STUDY ON THE CYTOTOXICITY OF COMPOSITE RESIN ON MOUSE FIBROBLAST IN VITRO)

  • 정선희;정성수
    • Restorative Dentistry and Endodontics
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    • 제16권1호
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    • pp.158-166
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    • 1991
  • In order to investigate the cytotoxicity of composite resin in vitro, BALB / C mouse fibroblast were cultured in MEM in which silux, P-50, microrest, clearfil, amalgam and glass - ionomer, in shape of $2{\times}9mm$ circular disk. The experiments were- performed by cell count on 4 hours, 1, 3, 6 days and the composite resin groups, amalgam, glass - ionomer were compared. 1. On the sixth day, the cellular number of resin composite groups were remarkedly reduced, in contrast, the that of amalgam and glass - ionomer group continuously increased. 2. It was only on the 4 hours that the cellular number contained in amalgam were reduced, but increased thereafter, and the cellular number contained in glass - ionomer are greater than other groups. 3. In resin group, especially between self - curing resin and light - curing resin, there is no difference in cellular number statistically (p>0.05). 4. It was amalgam where the round cell without cellular process was found on the 4. hours and on the 6 th day the cell without cellular process was found numeroulsy in resin group whereas in amalgam and glass - ionomer, like control group was contained cell forming monolayer. These result suggested that the toxicity of the self - curing and light - curing resin greater than that of the amalgam and glass - ionomer.

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이장재의 세포독성에 관한 실험적 연구 (AN EXPERIMENTAL STUDY ON THE CYTOTOXICITY OF CAVITY LINERS)

  • 김정혜;김영해
    • Restorative Dentistry and Endodontics
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    • 제15권2호
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    • pp.77-92
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    • 1990
  • The purpose of this study was to evaluate the cytotoxic effects of 6 cavity liners in vitro. Human fibroblasts were cultured in ${\alpha}$-MEM and each liner was manually mixed and filled in glass ring cylinder ($8{\times}8mm$ in diameter, in height). The cylinders filled with the liners were placed in the center of the dish (35mm in diameter) containing 3ml of ${\alpha}$-MEM. Millipore filters (pore size $0.22{\mu}m$) to simulate dentin barrier were also placed between the bottom of cylinder and the dish. Then the culture dishes were stored in 5% $CO_2$ containing incubator for 5 and 10 days at the temperature of $36.6^{\circ}C$. The results of the experiments were analyzed by counting the cells in the period of 5 and 10 days respectively, and were assessed by calculating the cell multiplication rate and the relative growth rate. The experiemntal groups and the control group were compared statistically. The results of the study were summarized as follows: 1. The cell number of Zinc oxide-eugenol was $(4.13{\pm}1.31){\times}10^4$ cells/ml at 5 days and $(4.32{\pm}1.61){\times}10^4$ cells/ml at 10 days. 2. The cell number of Cavitec was ($8.35{\pm}2.87{\times}10^4$ cells/ml and $(10.08{\pm}5.10){\times}10^4$ cells/ml at 5 and 10 days respectively. 3. The cell number of Dycal was $(13.56{\pm}3.89){\times}10^4$ cells/ml at 5 days and $(34.75{\pm}8.85){\times}10^4$ cells/ml at 10 days. 4. The cell number of life was $(11.46{\pm}3.32){\times}10^4$ cells/ml and $(21.92{\pm}6.18){\times}10^4$ cells/ml at 5 and 10 days. 5. The cell number of Base cement was $(13.73{\pm}3.73){\times}10^4$ cells/ml and $(36.68{\pm}5.20){\times}10^4$ cells/ml at 5 and 10 days. 6. The cell number of Dentin cement was $(13.58{\pm}3.90){\times}10$ cells/ml and $(66.95{\pm}24.09){\times}10$ cells/ml at 5 and 10 days. 7. The cell multiplication rate of zinc oxide-eugenol cements was significantly less than that of the calcium hydroxide and glass ionomer cement. (P < 0.05)

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