In our study, according to the analysis of STING software, CEACAM1 are also considered as important proteins interacting with fibronectin 1 (FN1) and integrin subunit alpha 5 (ITGA5) in ccRCC. Here, CEACAM1 is linked to nonpapillary renal cell carcinoma.