首页> 外文会议>Second Critical Assessment of Microarray Data Analysis (CAMDA'01) Oct, 2001 null >EXPERIMENTAL DESIGN FOR GENE MICRO ARRAY EXPERIMENTS AND DIFFERENTIAL EXPRESSION ANALYSIS
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EXPERIMENTAL DESIGN FOR GENE MICRO ARRAY EXPERIMENTS AND DIFFERENTIAL EXPRESSION ANALYSIS

机译:基因微阵列实验的实验设计和差异表达分析

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Advances in microarray technology open new challenges in data collection, analysis and interpretation. In this review paper, we focus on issues related to obtaining trustworthy normalized data and results of differential expression analysis. In particular, we briefly summarize discussions on sources of biological and technological variation, experimental design, design of arrays, normalization and error models, differential expression and multiple comparison issues. These issues remain major bottlenecks to developing standards and obtaining useful and applicable results of future analysis such as cluster analysis, network modeling, etc.
机译:微阵列技术的进步为数据收集,分析和解释带来了新的挑战。在这篇综述文章中,我们重点关注与获得可信赖的标准化数据和差异表达分析结果有关的问题。特别是,我们简要概述了有关生物学和技术变异的来源,实验设计,阵列设计,归一化和误差模型,差异表达和多重比较问题的讨论。这些问题仍然是制定标准以及获得有用且适用的未来分析结果(例如集群分析,网络建模等)的主要瓶颈。

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