We found that ABCC3, ACPP, PPP1CA, PRKAG3, and RNASEL were involved in the tumorigenesis of FMC and exhibited interactions with proteins and chemotherapeutic drugs relevant to both human breast cancer and FMC. Here, PPP1CA is linked to breast cancer.