Co-expression of PD-L1-specific chimeric switch receptors (CSRs) improves the antitumor effects of chimeric antigen receptor (CAR) T cells. Here, CSRs are shown to promote the differentiation of mesothelin-targeting CAR T cells into central memory-like cells and improve their efficacy.