Our evidences show that only USP24 regulates ABC transporters and DDR activity simultaneously, and we also found a novel USP24 inhibitor, NCI677397, that can inhibit drug resistance by inhibiting the pumping out of a drug from cancer cells as well as maintaining the genomic stability to inhibit the cancer stemness characteristics. The gene discussed is USP24; the disease is cancer.