Furthermore, the significant association of CKS2, TOP2A, and PARP1 identified through PPI analysis highlights the potential importance of these genes in developing BC treatment strategies targeting the hsa_circ_0001946/miR-7-5p axis. Here, TOP2A is linked to breast cancer.