We also assessed the relationship between NLR, PNI, D-D, CD3+ T, and CEA and CRC risk by adjusting the OR for age and sex and found that D-D and CEA were positively correlated with the risk of CRC, while PNI and CD3+ T were negatively correlated with it. Here, CEACAM5 is linked to colorectal carcinoma.