A statistical analysis package for use exploring the relationship between toxicity and gene expression in specific cell types. The package includes a specialized object, the ToxicoSet, which allows unified storage of all data related to a specific toxico-genomic study. Methods accepting this object are inlcuded for summarize results and annotaiton, conduct various analyses as well as to visualize the results thereof.