Here authors show that poor response of early-stage estrogen receptor positive breast cancers to ribociclib is caused by changes in the immune cell composition and cancer-cell-immune-cell communication in the tumors rather than intrinsic cancer cell resistance to cell cycle inhibition. Here, ESR1 is linked to cancer.