Besides, reactive oxygen species (ROS) produced by CAFs during energy metabolism induce EMT and stem cell characteristics of tumor cells through COX-2/NF-κB/HIF-1 signaling pathway, leading to tamoxifen resistance in breast cancer (50). Here, HIF1A is linked to breast carcinoma.