Design issues for cDNA microarray experiments

被引:504
作者
Yang, YH
Speed, T
机构
[1] Univ Calif Berkeley, Dept Stat, Berkeley, CA 94720 USA
[2] Univ Calif Berkeley, Program Biostat, Berkeley, CA 94720 USA
[3] Univ Calif San Francisco, Dept Epidemiol & Biostat, San Francisco, CA 94143 USA
[4] Royal Melbourne Hosp, Walter & Eliza Hall Inst Med Res, Div Genet & Bioinformat, Parkville, Vic 3050, Australia
基金
美国国家卫生研究院;
关键词
D O I
10.1038/nrg863
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
Microarray experiments are used to quantify and compare gene expression on a large scale. As with all large- scale experiments, they can be costly in terms of equipment, consumables and time. Therefore, careful design is particularly important if the resulting experiment is to be maximally informative, given the effort and the resources. What then are the issues that need to be addressed when planning microarray experiments? Which features of an experiment have the most impact on the accuracy and precision of the resulting measurements? How do we balance the different components of experimental design to reach a decision? For example, should we replicate, and if so, how?
引用
收藏
页码:579 / 588
页数:10
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