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变点理论统计分析方法应用试例 被引量:2
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作者 纪兆华 郑爱军 +1 位作者 吴云艳 刘富 《科技创新导报》 2013年第8期246-246,248,共2页
变点是模型中突然发生变化的某个或某一些量变化的点。研究突变点,通常能够发现事物的某种质的变化,差异基因表达检测就是寻找基因表达谱数据中样本数据相对于正常组样本数据有过表达的有变化的现象。该文探讨变点理论的统计方法在差异... 变点是模型中突然发生变化的某个或某一些量变化的点。研究突变点,通常能够发现事物的某种质的变化,差异基因表达检测就是寻找基因表达谱数据中样本数据相对于正常组样本数据有过表达的有变化的现象。该文探讨变点理论的统计方法在差异基因表达检测中的应用。 展开更多
关键词 变点理论 统计方法 差异表达基因检测
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基于变点理论的统计方法 被引量:1
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作者 郑爱军 吴云艳 纪兆华 《科技资讯》 2013年第6期241-241,共1页
变点是在模式中某个或某几个点突然发生较大的变化,这种具有突然变化的变点有可能在该模型中起到特殊的作用。变点问题在医学肿瘤分析、金融、气候分析等诸多领域都有着许多应用,通常用来检测在数据生成过程中的结构突变,成为统计推断... 变点是在模式中某个或某几个点突然发生较大的变化,这种具有突然变化的变点有可能在该模型中起到特殊的作用。变点问题在医学肿瘤分析、金融、气候分析等诸多领域都有着许多应用,通常用来检测在数据生成过程中的结构突变,成为统计推断的中心问题之一。变点理论知识应用到基因表达谱数据分析中,对变点理论的实践应用及差异表达基因检测的研究都提出了新的挑战。 展开更多
关键词 变点 统计方法 差异表达基因检测
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Profiling and Comparison of Color Body Wall Transcriptome of Normal Juvenile Sea Cucumber(Apostichopus japonicus) and Those Produced by Crossing Albino
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作者 MA Deyou YANG Hongsheng SUN Lina 《Journal of Ocean University of China》 SCIE CAS 2014年第6期1033-1042,共10页
Sea cucumber(Apostichopus japonicus) is one of the most important aquaculture animals in China. Usually its normal body color is black that fits its living environment. The juvenile individuals obtained by crossing al... Sea cucumber(Apostichopus japonicus) is one of the most important aquaculture animals in China. Usually its normal body color is black that fits its living environment. The juvenile individuals obtained by crossing albino sea cucumber segregated in body color. To document the transcriptome difference between albino associating sea cucumber and the control, we sequenced their transcriptomes with RNA-seq. Approximately, 4.790 million(M) and 4.884 M reads, 200 nt in length, were generated from the body wall of albino associating sea cucumber and the control, respectively, from them, 9550(46.81%) putative genes were identified. In total, 583 genes were found to express differentially between albino associating sea cucumber and the control. Of these differentially expressed genes(DEGs), 4.8% changed more than five-folds. The expression levels of eight DEGs were confirmed with real-time PCR. The changing trend of these DEGs detected with real-time PCR agreed well with that detected with RNA-seq, although the change degree of some DEGs was different. Four significantly enriched pathways were identified for DEGs, which included phagocytosis, Staphylococcus aureus infection, ECM-receptor interaction and focal adhesion. These pathways were helpful for understanding the physiological difference between albino associating sea cucumber and the control. 展开更多
关键词 Apostichopus japonicus sezparation gene expression profiling RNA-seq real-time PCR
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