According to the tobacco-exposure sensitivity and in vitro anti-tumorigenic activity, we proposed that, in addition to oral cancer and lung cancer, LDOC1 may function as a tumor suppressor gene and is downregulated in several human cancers associated with smoking. Here, LDOC1 is linked to neoplasm.