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Modeling the depuration rates of polychlorinated biphenyls in two mussel species with theoretical molecular descriptors
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作者 XU MingZhu LIU XinHui +4 位作者 WANG Liang WU Dan SUN Tao YANG ZhiFeng CUI BaoShan 《Science China Chemistry》 SCIE EI CAS 2009年第8期1281-1286,共6页
Using theoretical molecular descriptors as well as partial least squares(PLS) regression,two quantitative structure-activity relationship(QSAR) models were developed for depuration rate constants(kd) of polychlorinate... Using theoretical molecular descriptors as well as partial least squares(PLS) regression,two quantitative structure-activity relationship(QSAR) models were developed for depuration rate constants(kd) of polychlorinated biphenyls(PCBs) in two species of mussels,Perna viridis and Dreissena polymorpha.The cross-validated Q2cum(an indicator of fitting of goodness) values for the two models are 0.501 and 0.756,and the standard deviation(SD) is 0.084 and 0.076,respectively.The achievement of satisfactory Q2cum and low SD values indicates good predictive ability and precision of the two models.The significant descriptors governing lgkd include polarizability(α),molecular volume(MV),molecular weight(Mw),molecular surface area(S),and total energy(TE).The key descriptors in the models reflect that van der Waals interactions play a dominant role in the depuration of PCBs.The depuration of PCBs in the two mussel species may be mainly attributed to the biota-water phase partitioning processes. 展开更多
关键词 quantitative STRUCTURE-ACTIVITY relationship(QSAR) depuration POLYCHLORINATED biphenyls(PCBs) partial least squares(PLS)
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基于Tri-Training和数据剪辑的半监督聚类算法 被引量:30
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作者 邓超 郭茂祖 《软件学报》 EI CSCD 北大核心 2008年第3期663-673,共11页
提出一种半监督聚类算法,该算法在用seeds集初始化聚类中心前,利用半监督分类方法Tri-training的迭代训练过程对无标记数据进行标记,并加入seeds集以扩大规模;同时,在Tri-training训练过程中结合基于最近邻规则的Depuration数据剪辑技术... 提出一种半监督聚类算法,该算法在用seeds集初始化聚类中心前,利用半监督分类方法Tri-training的迭代训练过程对无标记数据进行标记,并加入seeds集以扩大规模;同时,在Tri-training训练过程中结合基于最近邻规则的Depuration数据剪辑技术对seeds集扩大过程中产生的误标记噪声数据进行修正、净化,以提高seeds集质量.实验结果表明,所提出的基于Tri-training和数据剪辑的DE-Tri-training半监督聚类新算法能够有效改善seeds集对聚类中心的初始化效果,提高聚类性能. 展开更多
关键词 半监督聚类 半监督分类 K-均值 seeds集 TRI-TRAINING depuration数据剪辑
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Gastrointestinal toxicity induced by microcystins
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作者 Jin-Xia Wu Hui Huang +8 位作者 Lei Yang Xiao-Feng Zhang Shen-Shen Zhang Hao-Hao Liu Yue-Qin Wang Le Yuan Xue-Min Cheng Dong-Gang Zhuang Hui-Zhen Zhang 《World Journal of Clinical Cases》 SCIE 2018年第10期344-354,共11页
Microcystins(MCs) are produced by certain bloomforming cyanobacteria that can induce toxicity in various organs, including renal toxicity, reproductive toxicity, cardiotoxicity, and immunosuppressive effects. It has b... Microcystins(MCs) are produced by certain bloomforming cyanobacteria that can induce toxicity in various organs, including renal toxicity, reproductive toxicity, cardiotoxicity, and immunosuppressive effects. It has been a significant global environmental issue due to its harm to the aquatic environment and human health. Numerous investigators have demonstrated that MC exposure can induce a widespread epidemic of enterogastritis with symptoms similar to food poisoning in areas close to lakes. Both in vivo and in vitro studies have provided evidence of positive associations between MC exposure and gastrointestinal toxicity. The toxicity of MCs on the gastrointestinal tract is multidimensional. MCs can affect gastrointestinal barrier function and shift the structure of gut microbiota in different gut regions. Furthermore, MCs can inhibit the secretion of gastrointestinal digestive enzymes and the release of inflammatory cytokines, which affects the expression of immune-related genes in the intestine. The damage of the intestine is closely correlated to MC exposure because the intestine is the main site for the digestion and absorption of nutrients. The damage to the gastrointestinal tract due to MCs was summarized from different aspects, which can be used as a foundation for further exploration of molecular damage mechanisms. 展开更多
关键词 IMMUNOTOXICITY GASTROINTESTINAL toxicity INTESTINE depuration OXIDATIVE stress MICROCYSTINS
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