The present invention concerns cancer therapy related to the targeting of at least one core transcription factor. In particular, the compositions and methods of the invention concern targeting TFIIS, GDOWN1, or both for cancer therapy. In specific aspects, TFIIS and/or GDOWN1 inhibitors are employed for breast, prostate, pancreatic, and/or lung cancer.