Based on the multivariate Cox regression analysis and Boruta feature selection, five key variables—CEA, tumor differentiation, PINI, LMR, and INPR—were incorporated into the nomogram to estimate individualized prognostic risk in patients with CRC. Here, CEACAM5 is linked to neoplasm.