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Here, dynamic expression profiles were determined by fitting an independent GP to the expression data and identifying the times at which the gradient was significantly non-zero, that is, the zero point was more than 2 SDs from the posterior GP derivative (Breeze et al., 2011), whereas differential expression was gauged using the GP two-sample method of Stegle et al. (2010).
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