Identified by Mendillo, Santagata, and coworkers, the HSF1 Cancer Signature (HSF1-CanSig) is a set of 475 genes overexpressed in a number of highly malignant cancer cells and primary tumors [1]. The gene discussed is HSF1; the disease is cancer.