Through rigorous evaluation of a variety of algorithms, we observed that the infiltration of macrophages, neutrophils, resting NK cells, and CAF was positively related to CEMIP expression in most carcinomas, including BC, while activated NK cells and CD8+ T cells were opposite, and the infiltration of B cells was negatively associated with the expression level of CEMIP in BC. Here, CD8A is linked to breast cancer.