Taken together, we can come to the conclusion that TM4SF1 could be a candidate surface protein marker that could discriminate cancer stem-like cells from ESCC cells, and could promote the ability to self-renew by increasing the number of cancer stem-like cells. The gene discussed is TM4SF1; the disease is cancer.