The present invention relates to the field of cancer therapy. Specifically, provided are methods of treating cancer, for example, peripheral T-cell lymphoma (“PTCL”), with a farnesyltransferase inhibitor (FTI) that include determining whether the subject is likely to be responsive to the FTI treatment based on gene expression characteristics.