In addition, ccRCC patients with lower CEACAM1 expression at high pathological grade, high histological grade, lymph node metastasis, and distant metastasis subgroups all showed shorter OS (all P < 0.05) (Figures 3(d)–3(i)). Here, CEACAM1 is linked to nonpapillary renal cell carcinoma.