The above results highlighted immune coinhibitory/costimulatory genes as tumor suppressors, especially for the six genes - CD27, CEACAM1, CTLA4, LRIG1, PDCD1LG2, and TNFRSF18, which had been supported by the data from mutation, expression, functional screening and survival analyses. The gene discussed is CEACAM1; the disease is neoplasm.