Analysis of the IHC cohort showed positive correlations between Slug, Twist1, or vimentin expression and PD-L1 expression and a negative correlation between E-cadherin expression and PD-L1 expression by tumor cells in patients with PD after ICI therapy (Fig. 6a, b). This evidence concerns the gene TWIST1 and neoplasm.