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31.
ROC曲线分析在评价入侵物种分布模型中的应用 总被引:67,自引:0,他引:67
生态位模型(ecological niche models,ENMs)已广泛应用于物种潜在分布区预测,ENMs的应用也为外来入侵物种的风险分析提供了重要的定量化分析工具,但如何评价不同模型之间的预测效果成了当今研究的热点问题。本文介绍了受试者工作特征(ROC)曲线分析在评价不同生态位模型预测效果中的应用原理和分析方法,并以一种植物病原线虫-相似穿孔线虫(Radopholus similis)为例,应用ROC曲线分析法对其5种模型(BIOCLIM,CLIMEX,DOMAIN,GARP,MAXENT)的预测结果进行了比较分析。5种模型的ROC曲线下面积AUC(Area Under Curve)值分别为0.810,0.758,0.921,0.903和0.950,以MAXENT模型的AUC值最大,表明其预测效果最好;方差分析结果表明,除GARP与DOMAIN模型之间AUC值差异不显著外,其余各模型之间差异显著。 相似文献
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Qizhang Long Wenwei Zhang Peng Wang Wenbiao Shen Tong Zhou Nannan Liu Ren Wang Ling Jiang Jiexue Huang Yihua Wang Yuqiang Liu Jianmin Wan 《Journal of Plant Biology》2013,56(4):232-242
Lipoxygenases (LOXs) are enzymes involved in lipid peroxidation. Here we reported the identification, molecular and functional characterization of the gene encoding rice (Oryza sativa L.) seed LOX3 (sLOX3). Via a map-based cloning strategy we identified Os03g0700400 as the candidate gene encoding sLOX3. Further functional complementary test and biochemical characterization of the recombinant Os03g0700400 protein verified the identification. The sLOX3 gene was highly expressed in roots, moderately in embryos and very weakly in leaves, leaf sheaths and stems. Transient expression experiment (in rice protoplasts) and subsequent laser confocal microscopic analysis demonstrated that the sLOX3 protein was localized into the cytosol. We next showed that overexpression of sLOX3 in a japonica sLOX3-normal rice cultivar, Wuyunjing 7 accelerated the decrease of seed germination ability when the seeds were routinely stored, which demonstrated that sLOX3 had a negative effect on seed longevity (storability). Meanwhile, an increased occurrence of embryo decay was observed in the same transgenic seeds, suggesting that sLOX3 might negatively affect seed longevity by facilitating colonization of particular seed pathogens. Our result forwarded the understanding of the effects of 9-LOX on rice seed longevity. 相似文献
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Hui-Ping Zhang Yan-Hua Wang Sheng-Chao Ma Hui Zhang An-Ning Yang Xiao-Ling Yang Ming-Hao Zhang Jian-Min Sun Yin-Ju Hao Yi-Deng Jiang 《Experimental cell research》2018,362(1):217-226
Endothelial progenitor cells (EPCs) contribute to neovasculogenesis and reendothelialization of damaged blood vessels to maintain the endothelium. Dysfunction of EPCs is implicated in the pathogenesis of vascular injury induced by homocysteine (Hcy). We aimed to investigate the role of Cyclin A in Hcy-induced EPCs dysfunction and explore its molecular mechanism. In this study, by treatment of EPCs with Hcy, we found that the expression of Cyclin A mRNA and protein were significantly downregulated in a dose-dependent manner. Knockdown of Cyclin A prominently reduced proliferation of EPCs, while over-expression of Cyclin A significantly promoted the cell proliferation, suggesting that Hcy inhibits EPCs proliferation through downregulation of Cyclin A expression. In addition, epigenetic study also demonstrated that Hcy induces DNA hypomethylation of the Cyclin A promoter in EPCs through downregulated expression of DNMT1. Moreover, we found that Hcy treatment of EPCs leads to increased SAM, SAH and MeCP2, while the ratio of SAM/SAH and MBD expression decrease. In summary, our results indicate that Hcy inhibits Cyclin A expression through hypomethylation of Cyclin A and thereby suppress EPCs proliferation. These findings demonstrate a novel mechanism of DNA methylation mediated by DNMT1 in prevention of Hcy associated cardiovascular disease. 相似文献
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正2013年7月9日,在河南省洛阳市栾川县老君山主峰西侧追梦谷(33°45′26″N,111°38′33″E,海拔830 m),进行蜻蜓多样性专项调查时,偶遇当地村民手中抓着两只漂亮的小鸟。经过仔细观察和辨认,鉴定为红胸啄花鸟(Dicaeum ignipectus),一雌一雄。我们将其带回"河南省林业厅林业有害生物防控重点实验室"精心喂养。两只红胸啄花鸟标本现保存于河南林业职业学院野生动物标本馆。经过查阅《中国鸟类分类与分布名录(第二版)》(郑光美2011)、《中国鸟类分布名录》(郑作新1976)、《中 相似文献
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The micronutrient content of most cereal grains is low and responsible for malnutrition deficiencies in millions of people who rely on grains as their primary food source. Any strategy that can increase the micronutrient content of grain will have significant benefits to world health. We identified a gene from barley encoding a cell wall protein with multiple histidine (His)-rich motifs interspersed with short arabinogalactan-protein (AGP) domains and have called it Hordeum vulgare His-rich AGP (HvHRA1). Sequence analysis shows that His-rich AGPs are rare in plants and that the number of His-rich and AGP domains differ between cereals and dicots. The barley and wheat encoded proteins have more than 13 His-rich domains, whereas the putative rice orthologue has only 5 His-rich regions. His-rich motifs are well-established metal-binding motifs; therefore, we developed transgenic (Tx) rice plants that constitutively overexpress barley HvHRA1. There was no significant effect on plant growth or grain yield in Tx plants. Purification of AGPs from wild-type and Tx plants showed that only Tx plants contained detectable levels of a His-rich AGP. Calcein assay shows that the AGP fraction from Tx plants had increased binding affinity for Cu(2+) . Micronutrient analysis of brown and white rice showed that the grain nutrient yield for Fe, Zn and Cu was higher in two Tx lines compared to their respective nulls, although the differences were not statistically significant. This approach highlights the potential of the plant apoplast (cell wall) for storage of key nutrients through overexpression of genes for metal-binding proteins. 相似文献
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转基因克隆牛胎盘中印迹基因PEG10的DNA甲基化水平 总被引:1,自引:0,他引:1
低效率的体细胞核移植技术显著制约着该技术在转基因动物生产上的广泛应用。目前认为供体细胞核不能被受体卵母细胞胞质完全的表观重编程是其效率低下的最主要原因,而DNA甲基化是基因表观修饰的主要方式之一。为了探求转基因克隆牛的死亡是否与其胎盘中印迹基因的甲基化的重编程程度相关,文章通过亚硫酸氢盐测序法(Bisulfite sequencing PCR,BSP)和亚硫酸氢盐联合限制性内切酶分析法(Combined bisulfite restriction analysis,COBRA),对印迹基因PEG10在围产期死亡且存在发育缺陷的转基因克隆牛的胎盘(死亡组)和存活的转基因克隆牛的胎盘(存活组)与正常对照牛胎盘(对照组)的DNA甲基化水平进行了详细的比较。结果发现,与对照组相比,PEG10基因在死亡组上表现出异常的超甲基化水平,而存活组与对照组相比无显著性差异。研究结果显示,胎盘中印迹基因的DNA甲基化表观重编程不彻底可能是导致转基因克隆牛发育异常进而死亡的主要原因之一。 相似文献
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Yuen‐Ting Cheung Natalie Qishan Zhang Clara Hiu‐Ling Hung Cora Sau‐Wan Lai Man‐Shan Yu Kwok‐Fai So Raymond Chuen‐Chung Chang 《Journal of cellular and molecular medicine》2011,15(2):244-257
Alzheimer's disease (AD) is an aging‐related progressive neurodegenerative disorder. Previous studies suggested that various soluble Aβ species are neurotoxic and able to activate apoptosis and autophagy, the type I and type II programmed cell death, respectively. However, the sequential and functional relationships between these two cellular events remain elusive. Here we report that low molecular weight Aβ triggered cleavage of caspase 3 and poly (ADP‐ribose) polymerase to cause neuronal apoptosis in rat cortical neurons. On the other hand, Aβ activated autophagy by inducing autophagic vesicle formation and autophagy related gene 12 (ATG12), and up‐regulated the lysoso‐mal machinery for the degradation of autophagosomes. Moreover, we demonstrated that activation of autophagy by Aβ preceded that of apoptosis, with death associated protein kinase phosphorylation as the potential molecular link. More importantly, under Aβ toxicity, neurons exhibiting high level of autophagosome formation were absent of apoptotic features, and inhibition of autophagy by 3‐methylade‐nine advanced neuronal apoptosis, suggesting that autophagy can protect neurons from Aβ‐induced apoptosis. 相似文献