For those who want to know all details on limma's moderated t-test: Linear models and empirical Bayes methods for assessing differential expression in microarray experiments (pdf). Smyth, G. K. (2004). Statistical Applications in Genetics and Molecular Biology, 3, No. 1, Article 3