Herein, we found that ATAD3A overexpression inhibited cancer cell proliferation, tumor-initiating cell self-renewal potential, and tumorigenesis, supporting a tumor suppressor function of ATAD3A. The gene discussed is ATAD3A; the disease is cancer.