We analyzed mRNA expression levels of LIFR, PIK3R1 and MMP12 in cholangio carcinoma, liver hepatocellular carcinoma, pancreatic adenocarcinoma, and stomach adenocarcinoma, with the data from the TCGA. Here, MMP12 is linked to gastric adenocarcinoma.