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. This evidence concerns the gene ATAD3A and neoplasm.