Significance analysis of microarrays applied to the ionizing radiation response.

@article{Tusher2001SignificanceAO,
  title={Significance analysis of microarrays applied to the ionizing radiation response.},
  author={Virginia Goss Tusher and Robert Tibshirani and Gilbert Chu},
  journal={Proceedings of the National Academy of Sciences of the United States of America},
  year={2001},
  volume={98 9},
  pages={5116-21}
}
Microarrays can measure the expression of thousands of genes to identify changes in expression between different biological states. Methods are needed to determine the significance of these changes while accounting for the enormous number of genes. We describe a method, Significance Analysis of Microarrays (SAM), that assigns a score to each gene on the basis of change in gene expression relative to the standard deviation of repeated measurements. For genes with scores greater than an… CONTINUE READING
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