Fig. 3From: Influence of batch effect correction methods on drug induced differential gene expression profilesResults of principal component analysis on expression matrices for CMAP dataset. a, Median variance accounted for by the four largest principal components grouped by total sample size. b-e, Score plots of the first two principal components for four typical drugs; colors indicate batch (plate id) and shapes indicate drug or control statusBack to article page