From the Oncomine database, we found that ALDH1B1 expression was downregulated in liver cancer tissues compared to that of the normal tissues, which suggested ALDH1B1 as a potential tumor suppressor gene. The gene discussed is ALDH1B1; the disease is liver cancer.