The γδ T cells conjugated with an anti-PD-L1 antibody (αPD-L1-γδ T cells) exhibited efficient killing towards PD-L1-positive cancer cell lines and patient-derived primary cancer cells, and inhibited the tumor growth in xenograft mouse models. The gene discussed is CD274; the disease is cancer.