Single-cell RNA sequencing revealed that the low cell cycle activity of cancer cells, activated macrophages and CD8+ T cells was associated with the good efficacy of T-DM1, which was validated in a neoadjuvant cohort. This evidence concerns the gene CD8A and cancer.