In our study, we analyzed the relationship between eight ICGs and VDAC1 expression, among which PDCD1, CTLA4, LAG3, SIGLEC15, and TIGIT were negatively corrected with VDAC1 expression in BC. Here, CTLA4 is linked to breast cancer.