Although the infiltration of CCL18+TAMs was much less in the chemosensitive cohort than chemoresistant cohort (Fig. 2B), the positive correlation between CD10+GPR77+ CAFs and CCL18+ TAMs was found across both chemoresistant and chemosensitive breast cancer cohorts (Supplementary Fig. 2D). Here, CCL18 is linked to breast cancer.