The presently disclosed subject matter relates to methods of inhibiting cancer stem cells and growth of aggressive and/or poorly differentiated metastatic tumors comprising the cancer stem cells with HMGA1 inhibitors. The presently disclosed subject matter also provides methods of selecting and treating a subject with aggressive and/or poorly differentiated metastatic cancer using HMGA1 inhibitors.