USP9X, a key member of the deubiquitinase family, exhibits complex and diverse regulatory functions in tumor development, demonstrating a remarkable dual role—either promoting or suppressing cancer—depending on the tumor type and specific molecular context [46,47,63,64]. The gene discussed is USP9X; the disease is cancer.