In the present study, single‐cell RNA sequencing reveals a new subset of cancer‐associated fibroblast (CD63+ CAF) in the tumor microenvironment, which downregulates ERα and PTEN expression in breast cancer cells through exosomal miR‐22 and thus induces tamoxifen resistance. Here, ESR1 is linked to breast cancer.