We performed ACE analysis on nine immune-checkpoints (PD-1, CTLA4, LAG3, TIM-3, TIGIT, BTLA, ICOS, IDO1 and PDL1) in the CRC TCGA RNA-seq and microarray pipelines. The gene discussed is IDO1; the disease is colorectal carcinoma.