3 Control and 3 Condition - use preranked rather than Gene Expression Matrix Use t-statistic derived from more powerful ANOVA analysis Make sure to take the maximum absolute t-statistic for each gene (in case of duplicate gene symbols) Output should contain only unique gene symbols with t-statistic (*.rnk format)