The nomogram model, which integrated stage, ITGA2B, and CEA, showed commendable accuracy for predicting OS proportion of NSCLC, with a C-index of 0.756 (Figure 7D, 95% CI, 0.686-0.827). The gene discussed is CEACAM5; the disease is non-small cell lung carcinoma.