Although EMT itself was not associated with the prognosis after ICI therapy (Supplementary Fig. S12), high expression of Twist1 and Slug, and low expression of E-cadherin were associated with shorter overall survival and PFS in patients with PD-L1-high NSCLC (Fig. 6d). Here, CD274 is linked to non-small cell lung carcinoma.